How to Scrape CNN Article Titles with Scrapeless

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CNN article titles are the most critical element for news aggregation, competitive analysis, and trend monitoring. They provide a concise summary of the content and are essential for SEO and content strategy. However, scraping these titles from CNN's dynamically loaded and constantly updated pages can be challenging. Scrapeless offers a reliable solution to accurately and efficiently scrape CNN Article Titles, ensuring you capture the latest headlines without being blocked. This guide details the best methods to leverage Scrapeless for title extraction.

Definition Module

What is CNN Article Title Scraping?

This is the automated process of extracting the main headline or title of a news article from a CNN page. This includes titles from the main page, section pages, and individual article pages. Scrapeless is necessary to handle the dynamic rendering of the page and to isolate the title from surrounding text and metadata.

Clarifying Common Misconceptions

Misconception: The title is always in the `` tag.</p> <p class="slp-p"><strong class="slp-strong">Clarification:</strong> While the `<title>` tag is a good starting point, the on-page H1 title is often slightly different and more SEO-optimized. Scrapeless targets the visible H1 for the most relevant title.</p> <p class="slp-p"><strong class="slp-strong">Misconception:</strong> Scraping titles is a simple request.</p> <p class="slp-p"><strong class="slp-strong">Clarification:</strong> CNN uses sophisticated anti-bot measures. Simple requests are quickly blocked. Scrapeless uses a managed browser environment to simulate a real user, ensuring successful title extraction.</p> <p class="slp-p"><strong class="slp-strong">Misconception:</strong> I only need the title from the article page.</p> <p class="slp-p"><strong class="slp-strong">Clarification:</strong> For news aggregation, you often need titles from the main feed or section pages. Scrapeless can extract titles from lists of articles, providing a scalable solution for bulk data collection.</p> <h2 class="slp-h2">Application Scenarios & Examples</h2> <h2 class="slp-h2">FAQ Module (Frequently Asked Questions)</h2> <div class="slp-internal-links"> <h3 class="slp-h3">Internal Links</h3> <p class="slp-p">For more comprehensive information, please refer to the following related pages on the Scrapeless website:</p> <ul class="slp-ul"> <li><a class="slp-a" href="https://www.scrapeless.com/en/blog/web-scraping-tool" rel="nofollow">Scrapeless: The Most Powerful Web Scraping Tool</a></li> <li><a class="slp-a" href="https://www.scrapeless.com/en/blog/scrape-cnn" rel="nofollow">How to Scrape CNN Data: A Complete Guide</a></li> <li><a class="slp-a" href="https://www.scrapeless.com/en/blog/web-scraping-python" rel="nofollow">Python Web Scraping: Full Tutorial With Examples</a></li> <li><a class="slp-a" href="https://www.scrapeless.com/en/blog/scrape-youtube" rel="nofollow">YouTube Scraping API - Extracting Video Data at Scale</a></li> <li><a class="slp-a" href="https://www.scrapeless.com/en/blog/scrape-facebook" rel="nofollow">Facebook Scraping API - Get Public Data Easily</a></li> </ul> </div> <div class="slp-cta-section"> <p class="slp-p" style="font-size: 1.5rem; font-weight: 700; margin-bottom: 0.5rem;">Ready to experience efficient, hassle-free Amazon data extraction?</p> <p class="slp-p" style="font-size: 1.1rem; margin-bottom: 1rem;">Start your free trial with Scrapeless today and unlock powerful anti-detection capabilities to supercharge your data collection efforts!</p> <a class="slp-cta-button" href="https://app.scrapeless.com/passport/login?utm_source=pageai3">Start Your Free Scrapeless Trial Now</a> </div> <div class="slp-references"> <h3 class="slp-references-title">References</h3> <ol class="slp-references-list"> <li>Scrapeless Official Website. <em>Scrapeless: Effortless Web Scraping Toolkit</em>. <a class="slp-a" href="https://www.scrapeless.com/" rel="nofollow">https://www.scrapeless.com/</a></li> </ol> </div> <script> document.addEventListener('DOMContentLoaded', function() { const scrapeButton = document.getElementById('slp-scrape-button'); const outputBox = document.getElementById('slp-output-box'); const outputTextSpan = document.getElementById('slp-output-text'); // Content from pasted_content_2.txt, formatted as a simulated JSON output const demoContent = `"Start the day here [Bill to release Epstein files headed to Trump's desk. US may be in for severe flu season. LeBron James sets new record.](https://www.cnn.com/2025/11/19/us/5-things-to-know-for-nov-19-epstein-files-saudi-meeting-ice-raids-flu-season-russian-strikes) [Politics](https://www.cnn.com/politics)• 7 min read # A Washington humiliation leaves Trump more politically exposed on Epstein than ever before Analysis by [![Stephen Collinson Profile](https://media.cnn.com/api/v1/images/stellar/prod/150506104237-stephen-collinson-profile.jpg?c=16x9&q=h_270,w_480,c_fill/c_thumb,g_face,w_50,h_50)](https://www.cnn.com/profiles/stephen-collinson)[Stephen Collinson](https://www.cnn.com/profiles/stephen-collinson) 7 hr ago PUBLISHED Nov 19, 2025, 12:00 AM ET Donald TrumpCongressional newsFederal agencies [See all topics](https://www.cnn.com/follow) FacebookTweet[Email](mailto:?subject=CNN%20content%20share&body=Check%20out%20this%20article%3A%0Ahttps%3A%2F%2Fwww.cnn.com%2F2025%2F11%2F19%2Fpolitics%2Ftrump-epstein-files-release-house-senate-analysis ""Share with email"")Link Link Copied! ![President Donald Trump speaks during a bilateral meeting with Crown Prince Mohammed bin Salman of Saudi Arabia in the Oval Office on November 18, 2025.](https://media.cnn.com/api/v1/images/stellar/prod/gettyimages-2247321387-20251119021425881.jpg?c=original&q=w_1041,c_fill) President Donald Trump speaks during a bilateral meeting with Crown Prince Mohammed bin Salman of Saudi Arabia in the Oval Office on November 18, 2025. Win McNamee/Getty Images To paraphrase a perennial Washington question: What is the president going to release and when is he going to release it? Donald Trump is reeling from a spectacular defeat, easily his worst from his own party on Capitol Hill during two turbulent presidencies, after every step he took to stall and deflect [the Jeffrey Epstein saga](https://www.cnn.com/2025/11/18/politics/epstein-survivors-house-vote) blew up in his face. No one would have believed as recently as this past weekend that a bill requiring the Justice Department to release files related to the convicted sex offender would [race through the GOP Congress](https://www.cnn.com/2025/11/18/politics/epstein-files-vote-house) with only [one vote against it](https://www.cnn.com/2025/11/18/politics/clay-higgins-against-epstein-files-release) by Tuesday evening. Ad Feedback But such can be the power of suddenly unleashed political justice. Now, Trump and his Attorney General Pam Bondi, who both triggered the political uproar by pledging to open the Epstein files, only to then refuse to do so, are back where they started. Only in a much more vulnerable political position. And they have unappetizing political choices at a moment when Trump’s presidency appears damaged, [his popularity is falling](https://www.cnn.com/polling/approval/trump-cnn-poll-of-polls) and a crush of other intractable issues bogs down his White House. Speculation is growing about whether a president who many were recently warning was a dictator is close to becoming a lame duck. ## Vindication for victims The overwhelming House and Senate moves to release the Epstein files are a stunning triumph for Epstein’s victims after they became more visible earlier this summer. A president who believes he enjoys unfettered power and who disdains democracy was defeated by grassroots political campaigning in combination with a handful of courageous lawmakers from both parties. But Haley Robson, a survivor of Epstein’s abuse, [told CNN’s Erin Burnett](https://www.cnn.com/2025/11/18/us/video/ebof-epstein-survivor-haley-robson-on-vote) that Tuesday’s moves were not the end for women who long ago lost trust the government would protect them. “We have to be very honest with ourselves. … We do have a long road in front of us,” she said. But the pressure of the survivors’ campaign now threatens to bear down on Trump alone, after the House and the Senate moved with extraordinary speed to dump a radioactive political issue on the White House. Their pace might at least momentarily weigh on the mind of a president who was twice saved from conviction in an impeachment trial by pliant Republican senators. ......" `; scrapeButton.addEventListener('click', function() { // Prevent multiple clicks if (scrapeButton.disabled) return; // Disable button and show loading scrapeButton.disabled = true; scrapeButton.textContent = 'SCRAPING...'; outputTextSpan.textContent = 'Connecting to Scrapeless API...'; outputTextSpan.classList.add('slp-simulated-typing'); outputBox.scrollTop = 0; // Scroll to top for new output // Simulate network delay setTimeout(() => { // Simulate typing effect outputTextSpan.textContent = ''; let i = 0; const speed = 10; // Typing speed in ms function typeWriter() { if (i < demoContent.length) { outputTextSpan.textContent += demoContent.charAt(i); i++; // Scroll to bottom of output box to follow the typing outputBox.scrollTop = outputBox.scrollHeight; setTimeout(typeWriter, speed); } else { outputTextSpan.classList.remove('slp-simulated-typing'); scrapeButton.textContent = 'SCRAPE AGAIN'; scrapeButton.disabled = false; } } typeWriter(); }, 1000); // 1 second initial delay }); }); </script> </div> </div></div></div></main><section aria-label="Notifications alt+T" tabindex="-1" aria-live="polite" aria-relevant="additions text" aria-atomic="false"></section><div></div><footer class="px-web-gap-3 mt-(--web-gap-10) border-t border-(--web-landing-stroke-3-primary) bg-(--web-landing-fill-bg-12-page) pt-(--web-gap-10)"><div class="max-w-screen-3xl container mx-auto p-0"><div class="paid:flex hidden justify-center gap-(--web-gap-8)"><div class="flex gap-(--web-gap-4)"><div class="mr-web-gap-4 max-w-[183px] flex-1"><p class="mb-(--web-gap-2) text-sm font-medium text-(--web-landing-text-1)">Products</p><div class="space-y-3"><div><a class="hover:text-web-landing-text-1 text-sm font-normal text-(--web-landing-text-4) transition-colors" href="/en/product/scraping-browser"><span 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You are billed only for requests that succeed.\",\"features\":[\"Switch to image results with one parameter change: tbm=isch\",\"Filter by size, type, colour, and usage rights through tbs\",\"Blocked attempts are retried at our cost and never billed\"]},\"google-search-academic-research\":{\"title\":\"The fastest Google Search API for academic research sweeps\",\"description\":\"Map what is published, where it sits, and who references it — across repositories, journals, and preprint servers — in one repeatable query set. 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Get a custom rate.\",\"subtitle\":\"A solutions engineer will scope your SKU count, markets, and refresh frequency, then send back custom pricing and confirm the Shopping response schema — usually within one business day.\",\"exploreApi\":\"Explore the API\",\"apiKey\":\"Get your API key\"},\"google-search-rank-tracking\":{\"title\":\"Tracking tens of thousands of keywords? Get a custom rate.\",\"subtitle\":\"A solutions engineer will scope your keyword set, markets, depth, and refresh frequency, then send back custom pricing — usually within one business day. Smaller sets can start free today.\",\"exploreApi\":\"Explore the API\",\"apiKey\":\"Get your API key\"},\"google-search-ai-models\":{\"title\":\"Running agents at scale? Get a custom rate.\",\"subtitle\":\"A solutions engineer will scope your query volume, regions, and latency requirements, then send back custom pricing — usually within one business day. Smaller workloads can start free today.\",\"exploreApi\":\"Explore the API\",\"apiKey\":\"Get your API key\"},\"google-search-local-seo\":{\"title\":\"Tracking hundreds of locations? Get a custom rate.\",\"subtitle\":\"A solutions engineer will scope your keyword grid, markets, and refresh frequency, then send back custom pricing — usually within one business day. Smaller grids can start free today.\",\"exploreApi\":\"Explore the API\",\"apiKey\":\"Get your API key\"},\"google-search-ai-geo\":{\"title\":\"Auditing GEO across markets? Get a custom rate.\",\"subtitle\":\"A solutions engineer will scope your prompt set, countries, and refresh frequency, then send back custom pricing — usually within one business day. Smaller audits can start free today.\",\"exploreApi\":\"Explore the API\",\"apiKey\":\"Get your API key\"}},\"faq\":{\"google-search-seo\":{\"title\":\"Questions teams ask before they buy\",\"questions\":[{\"label\":\"Which is the cheapest Google Search API?\",\"desc\":\"Compare effective cost per successful request rather than list price. Scrapeless lists at $"])</script><script>self.__next_f.push([1,"1 per 1,000 and drops under $0.50 at volume, and blocked attempts are never billed — so the effective rate is usually lower than a headline comparison suggests.\"},{\"label\":\"Which Google Search API is fastest?\",\"desc\":\"Scrapeless returns most Google Search requests in under one second. Many SERP API vendors sit in the multi-second range, which is what limits how many keywords a nightly run can realistically cover.\"},{\"label\":\"How close is this to what a real user in that city would see?\",\"desc\":\"Pass a city-level value in the location parameter and the search originates from there. The docs recommend city-level values specifically to simulate a real user; if you omit it, the search takes on the location of the proxy instead.\"},{\"label\":\"What is the difference between the location and uule parameters?\",\"desc\":\"location takes a plain place name such as \\\"Austin, Texas\\\" and we encode it for you; uule takes a Google-encoded location string directly. They cannot be used together. Use location unless you already store uule values from an existing rank tracking setup.\"},{\"label\":\"Can I pull News, Shopping, or Images from the same endpoint?\",\"desc\":\"Yes. Set the tbm parameter to nws, shop, isch, vid, lcl, or pts and the same actor returns that vertical.\"},{\"label\":\"Does the Google Search API return AI Overviews?\",\"desc\":\"No. AI Overview data comes from a dedicated scraper.overview actor rather than the Google Search API, so you call it separately when you need GEO reporting alongside organic positions.\"},{\"label\":\"What happens when Google changes the SERP layout?\",\"desc\":\"Parsing is maintained on our side and the response schema stays stable. New blocks are added as new fields rather than by renaming existing ones.\"},{\"label\":\"Do I still need my own proxies?\",\"desc\":\"No. IP sourcing, rotation, fingerprinting, and CAPTCHA handling sit behind the endpoint. An optional proxy.country field lets you pin the exit region when you need to.\"}]},\"google-search-ad-verification\":{\"title\":\"Questions teams ask before they buy\",\"questions\":[{\"label\":\"Which is the cheapest ad verification API?\",\"desc\":\"Compare effective cost per successful check rather than list price. Scrapeless lists at $1 per 1,000 and drops under $0.50 at volume, and blocked attempts are never billed — which matters when most checks come back clean.\"},{\"label\":\"Which ad verification API is fastest?\",\"desc\":\"Scrapeless returns most requests in under one second, so a programme covering many terms across many territories can run continuously rather than in weekly batches.\"},{\"label\":\"Can I see ads targeted at a specific city?\",\"desc\":\"Yes. Pass a city, metro, or postal code in the location parameter and the search originates there, so you see what that market qualifies for rather than what your own network does.\"},{\"label\":\"What exactly comes back in the ads block?\",\"desc\":\"The Google Search API returns ads alongside organic results and related searches. Field names inside the ads block are confirmed with your solutions engineer during onboarding so your parser matches the current schema.\"},{\"label\":\"Can I use this as evidence in a partner dispute?\",\"desc\":\"The metadata object returns the stored source page URL for each request, so a claim rests on a retrievable page rather than a screenshot that can be questioned.\"},{\"label\":\"Can I check competitor ads as well as my own brand terms?\",\"desc\":\"Yes. Any query works, so competitor names, category terms, and your own brand terms all run through the same endpoint at the same price.\"},{\"label\":\"Do I still need my own proxies?\",\"desc\":\"No. IP sourcing, rotation, fingerprinting, and CAPTCHA handling sit behind the endpoint, which is what makes checking from inside a foreign market practical at all.\"}]},\"google-search-news-monitoring\":{\"title\":\"Questions teams ask before they buy\",\"questions\":[{\"label\":\"Which is the cheapest Google News API?\",\"desc\":\"Compare effective cost per successful request rather than list price. Scrapeless lists at $1 per 1,000 and drops under $0.50 at volume, and blocked attempts are never billed — which "])</script><script>self.__next_f.push([1,"matters for monitoring, where polling means many requests return nothing new.\"},{\"label\":\"Which Google News API is fastest?\",\"desc\":\"Scrapeless returns most requests in under one second, including during traffic spikes when a story breaks. For monitoring that speed is the product: a mention found an hour late is usually a mention you can no longer act on.\"},{\"label\":\"How do I pull news instead of web results?\",\"desc\":\"Set tbm to nws on the same scraper.google.search actor. No separate endpoint, no separate key, and the same per-request billing applies.\"},{\"label\":\"Can I restrict results to the last hour or day?\",\"desc\":\"Yes. The tbs parameter accepts advanced search filters including date ranges, which is how a polling job avoids re-processing coverage it has already seen.\"},{\"label\":\"Can I monitor the same brand across several countries?\",\"desc\":\"Yes. Send one request per market with gl and hl set accordingly. The response schema is identical for every market, so results merge without special handling.\"},{\"label\":\"How do I stop Google correcting an unusual brand name?\",\"desc\":\"Set nfpr to 1 to exclude auto-corrected results. That keeps a distinctive brand name from being silently rewritten into a common word.\"},{\"label\":\"Do I still need my own proxies?\",\"desc\":\"No. IP sourcing, rotation, fingerprinting, and CAPTCHA handling sit behind the endpoint, across 195 countries and regions.\"}]},\"google-search-brand-monitoring\":{\"title\":\"Questions teams ask before they buy\",\"questions\":[{\"label\":\"Which is the cheapest brand monitoring API?\",\"desc\":\"Compare effective cost per successful request rather than list price. Scrapeless lists at $1 per 1,000 and drops under $0.50 at volume, and blocked attempts are never billed — which matters for audits, where most checks come back unchanged.\"},{\"label\":\"Which brand monitoring API is fastest?\",\"desc\":\"Scrapeless returns most requests in under one second, so a term set across many markets can be audited daily rather than weekly — which is usually the difference between catching a rising negative result and reading about it.\"},{\"label\":\"Can I see the knowledge panel Google shows for my brand?\",\"desc\":\"Yes. The knowledge_graph object returns the entity panel content and the web results behind it, which is where outdated company information usually surfaces.\"},{\"label\":\"Can I monitor my brand in several countries?\",\"desc\":\"Yes. Set gl and hl per market and pass a city in location where local results matter. Coverage spans 195 countries and regions.\"},{\"label\":\"Google keeps correcting our brand name. Can I stop that?\",\"desc\":\"Yes. Set nfpr to 1 to exclude auto-corrected results, so an audit measures your actual brand term rather than the common word Google substituted.\"},{\"label\":\"Can I audit past the first page?\",\"desc\":\"Yes. Use start to page through results and num to control how many come back, which matters when tracking a negative result climbing from page three.\"},{\"label\":\"Do I still need my own proxies?\",\"desc\":\"No. IP sourcing, rotation, fingerprinting, and CAPTCHA handling sit behind the endpoint, which is what makes checking from inside a foreign market practical.\"}]},\"google-search-image-search\":{\"title\":\"Questions teams ask before they buy\",\"questions\":[{\"label\":\"Which is the cheapest Google Images API?\",\"desc\":\"Compare effective cost per successful request rather than list price. Scrapeless lists at $1 per 1,000 and drops under $0.50 at volume, and blocked attempts are never billed — which matters on catalogue sweeps, where most queries return nothing actionable.\"},{\"label\":\"Which Google Images API is fastest?\",\"desc\":\"Scrapeless returns most requests in under one second, so a sweep across thousands of SKUs finishes inside a working session rather than running overnight.\"},{\"label\":\"How do I get image results instead of web results?\",\"desc\":\"Set tbm to isch on the same scraper.google.search actor. Google Search and Google Image are the two scenarios the API covers out of the box.\"},{\"label\":\"Can I filter by image size or usage rights?\",\"desc\":\"Yes. The tbs parameter accep"])</script><script>self.__next_f.push([1,"ts advanced filters including size, type, colour, and usage rights, which narrows a sweep to candidates worth reviewing.\"},{\"label\":\"Can I run the same sweep in several countries?\",\"desc\":\"Yes. Set gl and hl per market. Image results differ by region, and infringing listings often appear in one market well before another.\"},{\"label\":\"What evidence do I get for a takedown?\",\"desc\":\"Each result carries the hosting page URL, and metadata.rawUrl stores the source page for the request — a retrievable record rather than a screenshot.\"},{\"label\":\"Do I still need my own proxies?\",\"desc\":\"No. IP sourcing, rotation, fingerprinting, and CAPTCHA handling sit behind the endpoint, across 195 countries and regions.\"}]},\"google-search-academic-research\":{\"title\":\"Questions teams ask before they buy\",\"questions\":[{\"label\":\"Which is the cheapest API for academic research sweeps?\",\"desc\":\"Compare effective cost per successful request rather than list price. Scrapeless lists at $1 per 1,000 and drops under $0.50 at volume, and blocked attempts are never billed.\"},{\"label\":\"Which search API is fastest for field sweeps?\",\"desc\":\"Scrapeless returns most requests in under one second, so a field sweep completes in one pass. That matters for research specifically: results collected weeks apart are not comparable.\"},{\"label\":\"Can I target specific repositories?\",\"desc\":\"Yes. The query field supports advanced operators including site:, inurl:, and intitle:, so a sweep can address arXiv, bioRxiv, or a specific journal domain directly.\"},{\"label\":\"Can I restrict a sweep to a publication window?\",\"desc\":\"Yes. The tbs parameter accepts advanced search filters including date ranges, which is how a recurring sweep covers only what appeared since the last run.\"},{\"label\":\"Can I sweep past the first page?\",\"desc\":\"Yes. Use start to paginate and num to control results per request. The pagination object returns the next offset so a sweep walks a field to the depth a review requires.\"},{\"label\":\"Can a finding be re-checked later?\",\"desc\":\"Yes. metadata.rawUrl stores the source page for each request, so a figure in a published deliverable can be traced back to what was indexed at the time.\"},{\"label\":\"Do I still need my own proxies?\",\"desc\":\"No. IP sourcing, rotation, fingerprinting, and CAPTCHA handling sit behind the endpoint, which is what makes volume collection practical at all.\"}]},\"google-search-travel-data\":{\"title\":\"Questions teams ask before they buy\",\"questions\":[{\"label\":\"Which is the cheapest API for travel search data?\",\"desc\":\"Compare effective cost per successful request rather than list price. Scrapeless lists at $1 per 1,000 and drops under $0.50 at volume, and blocked attempts are never billed.\"},{\"label\":\"Which travel search API is fastest?\",\"desc\":\"Scrapeless returns most requests in under one second, so a grid covering many routes and origin markets refreshes on a weekly cadence rather than overrunning its window.\"},{\"label\":\"Can I search as a traveller in a specific origin market?\",\"desc\":\"Yes. Pass a city, metro, or postal code in the location parameter with matching gl and hl. The intermediary landscape for the same route differs sharply between origin markets.\"},{\"label\":\"Do hotel queries return the property pack?\",\"desc\":\"Yes. Where Google shows a local pack, local_results.places carries position, rating, review count, price level, address, and GPS coordinates alongside the organic results.\"},{\"label\":\"Can I audit past the first page?\",\"desc\":\"Yes. Use start to paginate and num to control results per request, which is how an audit reaches the smaller affiliates competing for the same route.\"},{\"label\":\"What happens when Google changes the results layout?\",\"desc\":\"Parsing is maintained on our side and the response schema stays stable. New blocks are added as new fields rather than by renaming existing ones.\"},{\"label\":\"Do I still need my own proxies?\",\"desc\":\"No. IP sourcing, rotation, fingerprinting, and CAPTCHA handling sit behind the endpoint, across 195 countries and regions.\"}]},\"google-search-product-research\":{\"title\":\"Questi"])</script><script>self.__next_f.push([1,"ons teams ask before they buy\",\"questions\":[{\"label\":\"Which is the cheapest API for product and market research?\",\"desc\":\"Compare effective cost per successful request rather than list price. Scrapeless lists at $1 per 1,000 and drops under $0.50 at volume, and blocked attempts are never billed — which suits research traffic, where a study arrives as one large burst.\"},{\"label\":\"Which search API is fastest for large category scans?\",\"desc\":\"Scrapeless returns most requests in under one second, so a scan of hundreds of terms across several markets finishes inside a working session rather than overnight.\"},{\"label\":\"Can I get competitor prices as well as positions?\",\"desc\":\"Yes. Run your term set once for web results, then again with tbm=shop for merchant offers. Both use the same endpoint, key, and per-request price.\"},{\"label\":\"Can I compare the same category across countries?\",\"desc\":\"Yes. Send the identical term set with different gl and hl values, and pass a city in location when local structure matters. Coverage spans 195 countries and regions.\"},{\"label\":\"How deep can a scan go?\",\"desc\":\"Use start to page through results and num to set how many come back per request, so a scan reaches the challengers that never appear on the first page.\"},{\"label\":\"Can findings be re-checked later?\",\"desc\":\"Yes. metadata.rawUrl stores the source page for each request, so a conclusion in a deliverable can be traced back to what was on the page at the time.\"},{\"label\":\"Do I still need my own proxies?\",\"desc\":\"No. IP sourcing, rotation, fingerprinting, and CAPTCHA handling sit behind the endpoint, so a research burst doesn't require infrastructure that sits idle between studies.\"}]},\"google-search-price-monitoring\":{\"title\":\"Questions teams ask before they buy\",\"questions\":[{\"label\":\"Which is the cheapest Google Shopping API?\",\"desc\":\"Compare effective cost per successful request rather than list price. Scrapeless lists at $1 per 1,000 and drops under $0.50 at volume, and blocked attempts are never billed — which matters more on Shopping queries, where defences are heavier and retries more common.\"},{\"label\":\"Which Google Shopping API is fastest?\",\"desc\":\"Scrapeless returns most requests in under one second. For price data that translates directly into freshness: the faster a catalogue refreshes, the closer your repricing is to the market.\"},{\"label\":\"How do I get Shopping results instead of web results?\",\"desc\":\"Set tbm to shop on the same scraper.google.search actor. No separate endpoint, no separate key, and the same per-request billing applies.\"},{\"label\":\"Can I monitor prices in several countries?\",\"desc\":\"Yes. Set gl and hl per market and the offers, currency, and merchant mix follow. Coverage spans 195 countries and regions.\"},{\"label\":\"What exactly comes back in the Shopping response?\",\"desc\":\"The response envelope — pagination, search_information, and metadata — is the same as web search. Field names inside the Shopping block are confirmed with your solutions engineer during onboarding, so your parser matches the current schema.\"},{\"label\":\"Can I audit a price we acted on?\",\"desc\":\"Yes. metadata.rawUrl stores the source page for each request, which is the quickest way to settle a dispute about what a competitor was advertising at the time.\"},{\"label\":\"Do I still need my own proxies?\",\"desc\":\"No. IP sourcing, rotation, fingerprinting, and CAPTCHA handling sit behind the endpoint, including during promotional traffic peaks.\"}]},\"google-search-rank-tracking\":{\"title\":\"Questions teams ask before they buy\",\"questions\":[{\"label\":\"Which is the cheapest keyword rank tracking API?\",\"desc\":\"Compare effective cost per successful reading rather than list price. Scrapeless lists at $1 per 1,000 and drops under $0.50 at volume, and blocked attempts are never billed — on a daily job across a large keyword set, retries are usually where the cost difference lives.\"},{\"label\":\"Which rank tracking API is fastest?\",\"desc\":\"Scrapeless returns most requests in under one second. That is what decides whether a full refresh fits in a nightly"])</script><script>self.__next_f.push([1," window or forces a team to sample.\"},{\"label\":\"Can I track positions beyond the first page?\",\"desc\":\"Yes. Use start to page through results in offsets of ten and num to set how many come back per request. The pagination object returns the next offset so a job can walk to depth 100.\"},{\"label\":\"Can I track the same keyword in several countries?\",\"desc\":\"Yes. Set gl, hl, and optionally google_domain per request, and pass a city in location when the market is local. Coverage spans 195 countries and regions.\"},{\"label\":\"What happens if Google changes the results layout?\",\"desc\":\"Parsing is maintained on our side and the response schema stays stable. New blocks are added as new fields rather than by renaming existing ones, so a running job doesn't break.\"},{\"label\":\"Can I audit a disputed position?\",\"desc\":\"Yes. The metadata object returns the stored raw page URL for the request, which is usually the quickest way to settle a disagreement about a reading.\"},{\"label\":\"Do I still need my own proxies?\",\"desc\":\"No. IP sourcing, rotation, fingerprinting, and CAPTCHA handling sit behind the endpoint. Teams migrating from a self-managed pool typically retire it entirely.\"}]},\"google-search-ai-models\":{\"title\":\"Questions teams ask before they buy\",\"questions\":[{\"label\":\"Which search API is fastest for LLM grounding?\",\"desc\":\"Scrapeless returns most requests in under one second. In an agent loop that matters more than in batch work, because several sub-queries can fire inside a single user turn and the latency is multiplied rather than added.\"},{\"label\":\"Which is the cheapest search API for RAG?\",\"desc\":\"Compare effective cost per successful request rather than list price. Scrapeless lists at $1 per 1,000 and drops under $0.50 at volume, and failed calls are never billed — which suits agent traffic, where retries are common.\"},{\"label\":\"Can my agent call this directly?\",\"desc\":\"Yes. Scrapeless ships an MCP server alongside Python, Node.js, and Go SDKs, so MCP-aware clients and framework-based agents can call search without custom glue code.\"},{\"label\":\"Do results include sources I can cite?\",\"desc\":\"Yes. Every organic result carries a link and a publisher name, and metadata.rawUrl stores the source page — enough to show citations in generated answers and to audit them afterwards.\"},{\"label\":\"Can I retrieve more than the first page?\",\"desc\":\"Yes. Use start for pagination and num to control how many results come back, so a retrieval step can go deeper when the first page is thin.\"},{\"label\":\"How does this differ from the AI Scraper product?\",\"desc\":\"This page covers grounding your own model in Google results. AI Scraper reads what other AI assistants answer — see AI SEO / GEO visibility if that's what you need.\"},{\"label\":\"Do I still need my own proxies?\",\"desc\":\"No. IP sourcing, rotation, fingerprinting, and CAPTCHA handling sit behind the endpoint, across 195 countries and regions.\"}]},\"google-search-local-seo\":{\"title\":\"Questions teams ask before they buy\",\"questions\":[{\"label\":\"Which is the cheapest Google local search API?\",\"desc\":\"Compare effective cost per successful request rather than list price. Scrapeless lists at $1 per 1,000 and drops under $0.50 at volume, and blocked attempts are never billed — which matters more here than elsewhere, because local grids multiply keywords by locations.\"},{\"label\":\"Which local rank tracking API is fastest?\",\"desc\":\"Scrapeless returns most requests in under one second. On a local grid that difference compounds: at multiple seconds per request, a few hundred markets is already an overnight job.\"},{\"label\":\"Can I track rankings for a specific postal code?\",\"desc\":\"Yes. Pass a city, metro, or postal code in the location parameter and the search originates there. The docs recommend city-level values specifically to simulate a real searcher.\"},{\"label\":\"How do I get the map pack instead of web results?\",\"desc\":\"Set tbm to lcl on the same scraper.google.search actor. The response then carries local_results.places with the pack entries.\"},{\"label\":\"Can I query one specific Google Business P"])</script><script>self.__next_f.push([1,"rofile?\",\"desc\":\"Yes. Pass the listing's CID in ludocid, and use lsig when you need the knowledge-graph map view for that entity.\"},{\"label\":\"Do GPS coordinates come back with each result?\",\"desc\":\"Yes. Every place carries gps_coordinates with latitude and longitude, so results join to your own store list without a separate geocoding step.\"},{\"label\":\"Do I still need my own proxies?\",\"desc\":\"No. IP sourcing, rotation, fingerprinting, and CAPTCHA handling sit behind the endpoint, across 195 countries and regions.\"}]},\"google-search-ai-geo\":{\"title\":\"Questions teams ask before they buy\",\"questions\":[{\"label\":\"Does the Google Search API return AI Overviews?\",\"desc\":\"No. AI Overview data comes from the scraper.overview actor on the v2 endpoint, which is part of the AI Scraper product. The Google Search API covers organic results, the knowledge graph, and the map pack.\"},{\"label\":\"Which is the cheapest AI Overview tracking API?\",\"desc\":\"Compare effective cost per successful request rather than list price. Scrapeless lists at $1 per 1,000 and drops under $0.50 at volume, and blocked attempts are never billed. Requests returning shopping data are billed at twice the base rate.\"},{\"label\":\"What happens if a prompt doesn't trigger an AI Overview?\",\"desc\":\"The content and rawtext fields come back as empty strings. That is itself a useful signal — it tells you the query isn't being answered by AI yet. Adjusting the phrasing often changes whether overview mode triggers.\"},{\"label\":\"Can I see which sources the answer cited?\",\"desc\":\"Yes. The source array carries each citation's URL, title, publisher name, the snippet Google used, and html_index showing where it sits inside the answer.\"},{\"label\":\"Can I compare visibility across countries?\",\"desc\":\"Yes. Send the same prompt with a different country value. Answers and citations vary by region, so cross-market comparison is usually where the useful findings are.\"},{\"label\":\"Can I track ChatGPT and Perplexity as well?\",\"desc\":\"Yes. The same AI Scraper product covers ChatGPT, Perplexity, Copilot, Gemini, Google AI Mode, Grok, and Amazon Alexa alongside AI Overview, so one integration covers the surfaces buyers use.\"},{\"label\":\"Do I still need my own proxies or a browser?\",\"desc\":\"No. The actor renders the answer server-side through residential egress. There is nothing to drive and no anti-bot stack to maintain on your side.\"}]}},\"stats\":{\"google-search-seo\":[{\"value\":\"\u003c1s\",\"label\":\"Typical response time\"},{\"value\":\"$$1/1K\",\"label\":\"List price, under $0.50 at volume\"},{\"value\":\"0\",\"label\":\"Charge for failed requests\"},{\"value\":\"Any city\",\"label\":\"Location-level search targeting\"}],\"google-search-ad-verification\":[{\"value\":\"\u003c1s\",\"label\":\"Typical response time\"},{\"value\":\"$$1/1K\",\"label\":\"List price, under $0.50 at volume\"},{\"value\":\"0\",\"label\":\"Charge for failed requests\"},{\"value\":\"Any city\",\"label\":\"Location-level ad checks\"}],\"google-search-news-monitoring\":[{\"value\":\"\u003c1s\",\"label\":\"Typical response time\"},{\"value\":\"$$1/1K\",\"label\":\"List price, under $0.50 at volume\"},{\"value\":\"0\",\"label\":\"Charge for failed requests\"},{\"value\":\"tbm=nws\",\"label\":\"One parameter switches vertical\"}],\"google-search-brand-monitoring\":[{\"value\":\"\u003c1s\",\"label\":\"Typical response time\"},{\"value\":\"$$1/1K\",\"label\":\"List price, under $0.50 at volume\"},{\"value\":\"0\",\"label\":\"Charge for failed requests\"},{\"value\":\"195\",\"label\":\"Countries, city-level targeting\"}],\"google-search-image-search\":[{\"value\":\"\u003c1s\",\"label\":\"Typical response time\"},{\"value\":\"$$1/1K\",\"label\":\"List price, under $0.50 at volume\"},{\"value\":\"0\",\"label\":\"Charge for failed requests\"},{\"value\":\"tbm=isch\",\"label\":\"One parameter switches vertical\"}],\"google-search-academic-research\":[{\"value\":\"\u003c1s\",\"label\":\"Typical response time\"},{\"value\":\"$$1/1K\",\"label\":\"List price, under $0.50 at volume\"},{\"value\":\"0\",\"label\":\"Charge for failed requests\"},{\"value\":\"Operators\",\"label\":\"site:, intitle:, date filters\"}],\"google-search-travel-data\":[{\"value\":\"\u003c1s\",\"label\":\"Typical response time\"},{\"value\":\"$$1/1K\",\"label\":\"List price, under $0.50 at volume\"},{\"value\":\"0\","])</script><script>self.__next_f.push([1,"\"label\":\"Charge for failed requests\"},{\"value\":\"195\",\"label\":\"Countries, city-level targeting\"}],\"google-search-product-research\":[{\"value\":\"\u003c1s\",\"label\":\"Typical response time\"},{\"value\":\"$$1/1K\",\"label\":\"List price, under $0.50 at volume\"},{\"value\":\"0\",\"label\":\"Charge for failed requests\"},{\"value\":\"195\",\"label\":\"Countries, city-level targeting\"}],\"google-search-price-monitoring\":[{\"value\":\"\u003c1s\",\"label\":\"Typical response time\"},{\"value\":\"$$1/1K\",\"label\":\"List price, under $0.50 at volume\"},{\"value\":\"0\",\"label\":\"Charge for failed requests\"},{\"value\":\"tbm=shop\",\"label\":\"One parameter switches vertical\"}],\"google-search-rank-tracking\":[{\"value\":\"\u003c1s\",\"label\":\"Typical response time\"},{\"value\":\"$$1/1K\",\"label\":\"List price, under $0.50 at volume\"},{\"value\":\"0\",\"label\":\"Charge for failed requests\"},{\"value\":\"Top 100\",\"label\":\"Tracking depth via pagination\"}],\"google-search-ai-models\":[{\"value\":\"\u003c1s\",\"label\":\"Typical response time\"},{\"value\":\"$$1/1K\",\"label\":\"List price, under $0.50 at volume\"},{\"value\":\"0\",\"label\":\"Charge for failed requests\"},{\"value\":\"MCP\",\"label\":\"Callable directly by agents\"}],\"google-search-local-seo\":[{\"value\":\"\u003c1s\",\"label\":\"Typical response time\"},{\"value\":\"$$1/1K\",\"label\":\"List price, under $0.50 at volume\"},{\"value\":\"0\",\"label\":\"Charge for failed requests\"},{\"value\":\"195\",\"label\":\"Countries, city-level targeting\"}],\"google-search-ai-geo\":[{\"value\":\"\u003c1s\",\"label\":\"Typical response time\"},{\"value\":\"8\",\"label\":\"AI platforms, one API\"},{\"value\":\"0\",\"label\":\"Charge for failed requests\"},{\"value\":\"Markdown\",\"label\":\"Answers returned ready to parse\"}]},\"schema\":{\"google-search-seo\":{\"title\":\"The data the Google Search API returns\",\"subtitle\":\"One call to the scraper.google.search actor returns the parsed page as structured JSON. Field names stay stable across Google's layout changes, so your pipeline keeps working when the SERP is reshuffled.\",\"endpoint\":\"POST /api/v1/scraper/request\",\"fields\":[{\"field\":\"organic_results[]\",\"type\":\"array\",\"description\":\"Ranked list of organic results for the query.\"},{\"field\":\"position\",\"type\":\"integer\",\"description\":\"Organic rank on the page.\"},{\"field\":\"title\",\"type\":\"string\",\"description\":\"Result headline as rendered by Google.\"},{\"field\":\"link\",\"type\":\"string\",\"description\":\"Destination URL.\"},{\"field\":\"redirect_link\",\"type\":\"string\",\"description\":\"Google's tracked redirect URL for the result.\"},{\"field\":\"snippet\",\"type\":\"string\",\"description\":\"Description text shown under the title.\"},{\"field\":\"snippet_highlighted_words\",\"type\":\"array\",\"description\":\"Terms Google bolded inside the snippet.\"},{\"field\":\"source\",\"type\":\"string\",\"description\":\"Publisher name attributed by Google.\"},{\"field\":\"knowledge_graph\",\"type\":\"object\",\"description\":\"Knowledge panel content and its web result links.\"},{\"field\":\"local_results\",\"type\":\"object\",\"description\":\"Map pack places with position, rating, reviews, price, address, and GPS coordinates.\"},{\"field\":\"pagination\",\"type\":\"object\",\"description\":\"Current page plus links to the next and other result pages.\"},{\"field\":\"search_information\",\"type\":\"object\",\"description\":\"Query displayed, total results, and spelling-correction state.\"},{\"field\":\"metadata\",\"type\":\"object\",\"description\":\"Engine used and the stored raw HTML URL for auditing.\"}],\"code\":\"# request\\ncurl --location 'https://api.scrapeless.com/api/v1/scraper/request' \\\\\\n--header 'x-api-token: \u003capi-key\u003e' \\\\\\n--header 'Content-Type: application/json' \\\\\\n--data '{\\n \\\"actor\\\": \\\"scraper.google.search\\\",\\n \\\"input\\\": {\\n \\\"q\\\": \\\"best crm for startups\\\",\\n \\\"location\\\": \\\"Austin, Texas\\\",\\n \\\"gl\\\": \\\"us\\\",\\n \\\"hl\\\": \\\"en\\\"\\n }\\n }'\\n\\n# response (trimmed)\\n{ \\\"organic_results\\\": [\\n { \\\"position\\\": 1,\\n \\\"title\\\": \\\"12 Best CRMs for Startups\\\",\\n \\\"link\\\": \\\"https://example.com/best-crm\\\",\\n \\\"snippet\\\": \\\"We tested 40 CRMs across...\\\",\\n \\\"source\\\": \\\"Example\\\" },\\n { \\\"position\\\": 2, \\\"title\\\": \\\"CRM Guide\\\", ... }\\n ],\\n \\\"pagination\\\": { \\\"current\\\": 1, \\\"next\\\": \\\"...\u0026start=10\\\" },\\n \\\"search_information\\\": {\\n \\\"query_d"])</script><script>self.__next_f.push([1,"isplayed\\\": \\\"best crm for startups\\\"\\n },\\n \\\"metadata\\\": { \\\"engine\\\": \\\"google.search\\\" }\\n}\",\"cta\":{\"title\":\"Full parameter and field reference\",\"note\":\"Tracking AI Overviews? They’re returned by the separate scraper.overview actor — \",\"link\":\"see AI SEO / GEO visibility.\",\"button\":\"View the API docs\"}},\"google-search-ad-verification\":{\"title\":\"The data an ad verification request returns\",\"subtitle\":\"One call to the scraper.google.search actor returns the results page as Google rendered it for that location — ads, organic results, and related searches together.\",\"endpoint\":\"POST /api/v1/scraper/request\",\"fields\":[{\"field\":\"ads\",\"type\":\"object\",\"description\":\"Paid placements on the results page for the query and location.\"},{\"field\":\"organic_results[]\",\"type\":\"array\",\"description\":\"Unpaid results, so paid and organic presence can be compared in one pass.\"},{\"field\":\"position\",\"type\":\"integer\",\"description\":\"Organic rank, excluding ads and feature blocks.\"},{\"field\":\"title\",\"type\":\"string\",\"description\":\"Result headline.\"},{\"field\":\"link\",\"type\":\"string\",\"description\":\"Destination URL, matched against your authorised-partner list.\"},{\"field\":\"snippet\",\"type\":\"string\",\"description\":\"Copy shown under the title.\"},{\"field\":\"source\",\"type\":\"string\",\"description\":\"Publisher name, convenient for grouping by advertiser domain.\"},{\"field\":\"related_searches\",\"type\":\"object\",\"description\":\"Adjacent queries Google suggests — often where brand bidding shows up first.\"},{\"field\":\"search_information\",\"type\":\"object\",\"description\":\"Query displayed, total results, and spelling-correction state.\"},{\"field\":\"metadata\",\"type\":\"object\",\"description\":\"Engine and stored raw page URL — the evidence trail for an enforcement claim.\"}],\"code\":\"# request\\ncurl --location 'https://api.scrapeless.com/api/v1/scraper/request' \\\\\\n--header 'x-api-token: \u003capi-key\u003e' \\\\\\n--header 'Content-Type: application/json' \\\\\\n--data '{\\n \\\"actor\\\": \\\"scraper.google.search\\\",\\n \\\"input\\\": {\\n \\\"q\\\": \\\"acme crm pricing\\\",\\n \\\"location\\\": \\\"Chicago, Illinois\\\",\\n \\\"gl\\\": \\\"us\\\",\\n \\\"hl\\\": \\\"en\\\"\\n }\\n}'\\n\\n# response (trimmed)\\n{ \\\"ads\\\": { /* paid placements */ },\\n \\\"organic_results\\\": [\\n { \\\"position\\\": 1,\\n \\\"title\\\": \\\"Acme CRM — Official Pricing\\\",\\n \\\"link\\\": \\\"https://acme.com/pricing\\\",\\n \\\"source\\\": \\\"Acme\\\" } ],\\n \\\"related_searches\\\": { /* adjacent queries */ },\\n \\\"metadata\\\": {\\n \\\"rawUrl\\\": \\\"https://www.google.com/…\\\" } }\",\"cta\":{\"title\":\"Full parameter and field reference\",\"note\":\"Field names inside the ads block are confirmed with your solutions engineer during onboarding — \",\"link\":\"ask for the current schema.\",\"button\":\"View the API docs\"}},\"google-search-news-monitoring\":{\"title\":\"The data a news request returns\",\"subtitle\":\"Set tbm=nws on the scraper.google.search actor and the same endpoint returns news results — same key, same billing, same response envelope.\",\"endpoint\":\"POST /api/v1/scraper/request\",\"fields\":[{\"field\":\"organic_results[]\",\"type\":\"array\",\"description\":\"News results for the query, in the order Google ranked them.\"},{\"field\":\"position\",\"type\":\"integer\",\"description\":\"Rank on the news results page.\"},{\"field\":\"title\",\"type\":\"string\",\"description\":\"Headline as published.\"},{\"field\":\"link\",\"type\":\"string\",\"description\":\"Article URL, deduplicated against what you already stored.\"},{\"field\":\"snippet\",\"type\":\"string\",\"description\":\"Lead paragraph excerpt — often enough to triage without opening the article.\"},{\"field\":\"snippet_highlighted_words\",\"type\":\"array\",\"description\":\"Terms Google matched, useful for filtering false positives on ambiguous brand names.\"},{\"field\":\"source\",\"type\":\"string\",\"description\":\"Publisher name, the field share-of-coverage reporting is built on.\"},{\"field\":\"favicon\",\"type\":\"string\",\"description\":\"Publisher icon, convenient for alert cards and dashboards.\"},{\"field\":\"pagination\",\"type\":\"object\",\"description\":\"Offsets for walking deeper when a story generates heavy coverage.\"},{\"field\":\"search_information\",\"type\":\"object\""])</script><script>self.__next_f.push([1,",\"description\":\"Query displayed and total results.\"},{\"field\":\"metadata\",\"type\":\"object\",\"description\":\"Engine and stored raw page URL, useful as an audit trail for a flagged mention.\"}],\"code\":\"# request\\ncurl --location 'https://api.scrapeless.com/api/v1/scraper/request' \\\\\\n--header 'x-api-token: \u003capi-key\u003e' \\\\\\n--header 'Content-Type: application/json' \\\\\\n--data '{\\n \\\"actor\\\": \\\"scraper.google.search\\\",\\n \\\"input\\\": {\\n \\\"q\\\": \\\"Acme Corp\\\",\\n \\\"tbm\\\": \\\"nws\\\",\\n \\\"gl\\\": \\\"us\\\",\\n \\\"hl\\\": \\\"en\\\"\\n }\\n}'\\n\\n# response (trimmed)\\n{ \\\"organic_results\\\": [\\n { \\\"position\\\": 1,\\n \\\"title\\\": \\\"Acme raises $40M Series B\\\",\\n \\\"link\\\": \\\"https://techcrunch.com/acme\\\",\\n \\\"snippet\\\": \\\"Acme said Tuesday that it…\\\",\\n \\\"source\\\": \\\"TechCrunch\\\" } ],\\n \\\"pagination\\\": { \\\"next\\\": \\\"…\u0026start=10\\\" },\\n \\\"metadata\\\": { \\\"engine\\\": \\\"google.search\\\" } }\",\"cta\":{\"title\":\"Full parameter and field reference\",\"note\":\"Watching your brand in web results as well? \",\"link\":\"See Brand monitoring in SERPs.\",\"button\":\"View the API docs\"}},\"google-search-brand-monitoring\":{\"title\":\"The data a brand SERP request returns\",\"subtitle\":\"One call to the scraper.google.search actor returns the page as a searcher in that market sees it — organic results, the knowledge panel, and the queries Google associates with your name.\",\"endpoint\":\"POST /api/v1/scraper/request\",\"fields\":[{\"field\":\"organic_results[]\",\"type\":\"array\",\"description\":\"Everything ranking for your brand term, in order.\"},{\"field\":\"position\",\"type\":\"integer\",\"description\":\"Rank, the basis for an owned-versus-earned split.\"},{\"field\":\"title\",\"type\":\"string\",\"description\":\"How each result presents your brand in one line.\"},{\"field\":\"link\",\"type\":\"string\",\"description\":\"Destination URL, matched against your owned-property list.\"},{\"field\":\"snippet\",\"type\":\"string\",\"description\":\"The description a searcher reads — worth diffing, since sentiment changes here first.\"},{\"field\":\"source\",\"type\":\"string\",\"description\":\"Publisher name, convenient for classifying owned, earned, and risk.\"},{\"field\":\"knowledge_graph\",\"type\":\"object\",\"description\":\"The entity panel Google shows for your brand, plus the web results behind it.\"},{\"field\":\"related_searches\",\"type\":\"object\",\"description\":\"Queries Google associates with your name — where reputation problems surface early.\"},{\"field\":\"search_information\",\"type\":\"object\",\"description\":\"Query displayed and whether Google corrected the spelling of your brand.\"},{\"field\":\"pagination\",\"type\":\"object\",\"description\":\"Offsets for auditing past page one.\"},{\"field\":\"metadata\",\"type\":\"object\",\"description\":\"Engine and stored raw page URL, the record behind a flagged result.\"}],\"code\":\"# request\\ncurl --location 'https://api.scrapeless.com/api/v1/scraper/request' \\\\\\n--header 'x-api-token: \u003capi-key\u003e' \\\\\\n--header 'Content-Type: application/json' \\\\\\n--data '{\\n \\\"actor\\\": \\\"scraper.google.search\\\",\\n \\\"input\\\": {\\n \\\"q\\\": \\\"acme corp\\\",\\n \\\"gl\\\": \\\"us\\\",\\n \\\"hl\\\": \\\"en\\\",\\n \\\"num\\\": \\\"20\\\"\\n }\\n}'\\n\\n# response (trimmed)\\n{ \\\"organic_results\\\": [\\n { \\\"position\\\": 1,\\n \\\"title\\\": \\\"Acme Corp — Official Site\\\",\\n \\\"link\\\": \\\"https://acme.com\\\",\\n \\\"source\\\": \\\"Acme\\\" } ],\\n \\\"knowledge_graph\\\": {\\n \\\"source\\\": \\\"Wikipedia\\\" },\\n \\\"related_searches\\\": { /* associated queries */ },\\n \\\"search_information\\\": {\\n \\\"query_displayed\\\": \\\"acme corp\\\" } }\",\"cta\":{\"title\":\"Full parameter and field reference\",\"note\":\"Watching news coverage too, or how AI answers describe you? \",\"link\":\"See News \u0026 media monitoring.\",\"button\":\"View the API docs\"}},\"google-search-image-search\":{\"title\":\"The data an image search request returns\",\"subtitle\":\"Set tbm=isch on the scraper.google.search actor and the same endpoint returns image results — Google Search and Google Image are the two scenarios the API covers out of the box.\",\"endpoint\":\"POST /api/v1/scraper/request\",\"fields\":[{\"field\":\"organic_results[]\",\"type\":\"array\",\"description\":\"Image resul"])</script><script>self.__next_f.push([1,"ts for the query, in ranked order.\"},{\"field\":\"position\",\"type\":\"integer\",\"description\":\"Rank on the image results page.\"},{\"field\":\"title\",\"type\":\"string\",\"description\":\"Title Google associates with the image.\"},{\"field\":\"link\",\"type\":\"string\",\"description\":\"Page hosting the image — the field enforcement work is built on.\"},{\"field\":\"source\",\"type\":\"string\",\"description\":\"Publisher or site name, convenient for grouping by domain.\"},{\"field\":\"snippet\",\"type\":\"string\",\"description\":\"Surrounding context Google extracted from the hosting page.\"},{\"field\":\"favicon\",\"type\":\"string\",\"description\":\"Site icon, useful in review queues.\"},{\"field\":\"pagination\",\"type\":\"object\",\"description\":\"Offsets for sweeping deeper than the first screen of results.\"},{\"field\":\"search_information\",\"type\":\"object\",\"description\":\"Query displayed and total results.\"},{\"field\":\"metadata\",\"type\":\"object\",\"description\":\"Engine and stored raw page URL — the evidence record behind a takedown.\"}],\"code\":\"# request\\ncurl --location 'https://api.scrapeless.com/api/v1/scraper/request' \\\\\\n--header 'x-api-token: \u003capi-key\u003e' \\\\\\n--header 'Content-Type: application/json' \\\\\\n--data '{\\n \\\"actor\\\": \\\"scraper.google.search\\\",\\n \\\"input\\\": {\\n \\\"q\\\": \\\"acme trail runner gtx\\\",\\n \\\"tbm\\\": \\\"isch\\\",\\n \\\"gl\\\": \\\"us\\\",\\n \\\"hl\\\": \\\"en\\\"\\n }\\n}'\\n\\n# response (trimmed)\\n{ \\\"organic_results\\\": [\\n { \\\"position\\\": 1,\\n \\\"title\\\": \\\"Acme Trail Runner GTX — Blue\\\",\\n \\\"link\\\": \\\"https://marketplace-a.com/item/…\\\",\\n \\\"source\\\": \\\"Marketplace A\\\" } ],\\n \\\"pagination\\\": { \\\"next\\\": \\\"…\u0026start=20\\\" },\\n \\\"search_information\\\": {\\n \\\"total_results\\\": 18400 },\\n \\\"metadata\\\": {\\n \\\"rawUrl\\\": \\\"https://www.google.com/…\\\" } }\",\"cta\":{\"title\":\"Full parameter and field reference\",\"note\":\"Also checking where your brand name appears in text results? \",\"link\":\"See Brand monitoring in SERPs.\",\"button\":\"View the API docs\"}},\"google-search-academic-research\":{\"title\":\"The data a research sweep returns\",\"subtitle\":\"One call to the scraper.google.search actor returns the results page for each query, with advanced operators available in q to target repositories and publication windows.\",\"endpoint\":\"POST /api/v1/scraper/request\",\"fields\":[{\"field\":\"organic_results[]\",\"type\":\"array\",\"description\":\"Ranked results for the query.\"},{\"field\":\"position\",\"type\":\"integer\",\"description\":\"Organic rank, excluding ads and feature blocks.\"},{\"field\":\"title\",\"type\":\"string\",\"description\":\"Result headline as rendered by Google.\"},{\"field\":\"link\",\"type\":\"string\",\"description\":\"Destination URL.\"},{\"field\":\"snippet\",\"type\":\"string\",\"description\":\"Description text shown under the title.\"},{\"field\":\"snippet_highlighted_words\",\"type\":\"array\",\"description\":\"Terms Google bolded in the snippet.\"},{\"field\":\"source\",\"type\":\"string\",\"description\":\"Publisher name attributed by Google.\"},{\"field\":\"related_searches\",\"type\":\"object\",\"description\":\"Adjacent queries — a cheap way to discover terminology a field uses that you didn't.\"},{\"field\":\"knowledge_graph\",\"type\":\"object\",\"description\":\"Entity panel, when a concept or institution triggers one.\"},{\"field\":\"pagination\",\"type\":\"object\",\"description\":\"current, next, and other_pages for going deeper.\"},{\"field\":\"search_information\",\"type\":\"object\",\"description\":\"Query displayed, total results, and spelling-correction state.\"},{\"field\":\"metadata\",\"type\":\"object\",\"description\":\"Engine used and the stored raw page URL for auditing.\"}],\"code\":\"# request\\ncurl --location 'https://api.scrapeless.com/api/v1/scraper/request' \\\\\\n--header 'x-api-token: \u003capi-key\u003e' \\\\\\n--header 'Content-Type: application/json' \\\\\\n--data '{\\n \\\"actor\\\": \\\"scraper.google.search\\\",\\n \\\"input\\\": {\\n \\\"q\\\": \\\"site:arxiv.org protein folding machine learning\\\",\\n \\\"hl\\\": \\\"en\\\",\\n \\\"start\\\": \\\"0\\\",\\n \\\"num\\\": \\\"20\\\"\\n }\\n}'\\n\\n# response (trimmed)\\n{ \\\"organic_results\\\": [\\n { \\\"position\\\": 1,\\n \\\"title\\\": \\\"Deep learning for protein structure\\\",\\n \\\"link\\\": \\\"https://arxiv.o"])</script><script>self.__next_f.push([1,"rg/abs/…\\\",\\n \\\"snippet\\\": \\\"We present a method for…\\\",\\n \\\"source\\\": \\\"arXiv\\\" } ],\\n \\\"pagination\\\": { \\\"next\\\": \\\"…\u0026start=20\\\" },\\n \\\"search_information\\\": {\\n \\\"total_results\\\": 41200 },\\n \\\"metadata\\\": {\\n \\\"rawUrl\\\": \\\"https://www.google.com/…\\\" } }\",\"cta\":{\"title\":\"Full parameter and field reference\",\"note\":\"Also mapping the commercial landscape around the research? \",\"link\":\"See Product \u0026 market research.\",\"button\":\"View the API docs\"}},\"google-search-travel-data\":{\"title\":\"The data a travel query returns\",\"subtitle\":\"One call to the scraper.google.search actor returns the results page as a traveller in that market sees it — organic results, hotel local packs, and the destination panel in the same response.\",\"endpoint\":\"POST /api/v1/scraper/request\",\"fields\":[{\"field\":\"organic_results[]\",\"type\":\"array\",\"description\":\"Ranked results for the query.\"},{\"field\":\"position\",\"type\":\"integer\",\"description\":\"Organic rank, excluding ads and feature blocks.\"},{\"field\":\"title\",\"type\":\"string\",\"description\":\"Result headline as rendered by Google.\"},{\"field\":\"link\",\"type\":\"string\",\"description\":\"Destination URL.\"},{\"field\":\"snippet\",\"type\":\"string\",\"description\":\"Description text shown under the title.\"},{\"field\":\"snippet_highlighted_words\",\"type\":\"array\",\"description\":\"Terms Google bolded in the snippet.\"},{\"field\":\"source\",\"type\":\"string\",\"description\":\"Publisher name attributed by Google.\"},{\"field\":\"local_results\",\"type\":\"object\",\"description\":\"Property pack with position, rating, reviews, price level, address, and GPS coordinates.\"},{\"field\":\"knowledge_graph\",\"type\":\"object\",\"description\":\"Destination or property panel and the web results behind it.\"},{\"field\":\"related_searches\",\"type\":\"object\",\"description\":\"Adjacent travel queries, useful for mapping how a destination is explored.\"},{\"field\":\"pagination\",\"type\":\"object\",\"description\":\"current, next, and other_pages for going deeper.\"},{\"field\":\"search_information\",\"type\":\"object\",\"description\":\"Query displayed, total results, and spelling-correction state.\"},{\"field\":\"metadata\",\"type\":\"object\",\"description\":\"Engine used and the stored raw page URL for auditing.\"}],\"code\":\"# request\\ncurl --location 'https://api.scrapeless.com/api/v1/scraper/request' \\\\\\n--header 'x-api-token: \u003capi-key\u003e' \\\\\\n--header 'Content-Type: application/json' \\\\\\n--data '{\\n \\\"actor\\\": \\\"scraper.google.search\\\",\\n \\\"input\\\": {\\n \\\"q\\\": \\\"flights chicago to london\\\",\\n \\\"location\\\": \\\"Chicago, Illinois\\\",\\n \\\"gl\\\": \\\"us\\\",\\n \\\"hl\\\": \\\"en\\\"\\n }\\n}'\\n\\n# response (trimmed)\\n{ \\\"organic_results\\\": [\\n { \\\"position\\\": 1,\\n \\\"title\\\": \\\"Chicago to London from $428\\\",\\n \\\"link\\\": \\\"https://ota-a.com/ord-lhr\\\",\\n \\\"source\\\": \\\"OTA A\\\" } ],\\n \\\"knowledge_graph\\\": { \\\"source\\\": \\\"Wikipedia\\\" },\\n \\\"related_searches\\\": { /* adjacent queries */ },\\n \\\"search_information\\\": {\\n \\\"query_displayed\\\": \\\"flights chicago to london\\\" } }\",\"cta\":{\"title\":\"Full parameter and field reference\",\"note\":\"Also tracking offers and price positioning? \",\"link\":\"See Google Shopping price monitoring.\",\"button\":\"View the API docs\"}},\"google-search-product-research\":{\"title\":\"The data a category scan returns\",\"subtitle\":\"One call to the scraper.google.search actor returns who ranks, who Google treats as the entity, and how deep the category goes — and tbm=shop on the same endpoint adds what merchants are charging.\",\"endpoint\":\"POST /api/v1/scraper/request\",\"fields\":[{\"field\":\"organic_results[]\",\"type\":\"array\",\"description\":\"Who competes for the category term, in order.\"},{\"field\":\"position\",\"type\":\"integer\",\"description\":\"Rank, a usable proxy for category share of attention.\"},{\"field\":\"title\",\"type\":\"string\",\"description\":\"How each competitor positions the product in one line.\"},{\"field\":\"link\",\"type\":\"string\",\"description\":\"Destination URL, grouped by domain to count distinct brands.\"},{\"field\":\"snippet\",\"type\":\"string\",\"description\":\"Claims and features each competitor leads with.\"},{\"field\":\"source\",\"type\":\"string\",\"description\":\"P"])</script><script>self.__next_f.push([1,"ublisher name, convenient for separating brands from review media.\"},{\"field\":\"knowledge_graph\",\"type\":\"object\",\"description\":\"The entity Google associates with the category, plus its web results.\"},{\"field\":\"search_information\",\"type\":\"object\",\"description\":\"Total results — a rough read on how contested a term is.\"},{\"field\":\"pagination\",\"type\":\"object\",\"description\":\"Depth, so a scan can go beyond the brands already familiar to you.\"},{\"field\":\"metadata\",\"type\":\"object\",\"description\":\"Engine and stored raw page URL, so a finding can be re-checked later.\"}],\"code\":\"# request\\ncurl --location 'https://api.scrapeless.com/api/v1/scraper/request' \\\\\\n--header 'x-api-token: \u003capi-key\u003e' \\\\\\n--header 'Content-Type: application/json' \\\\\\n--data '{\\n \\\"actor\\\": \\\"scraper.google.search\\\",\\n \\\"input\\\": {\\n \\\"q\\\": \\\"portable espresso maker\\\",\\n \\\"gl\\\": \\\"us\\\",\\n \\\"hl\\\": \\\"en\\\",\\n \\\"num\\\": 20\\n }\\n}'\\n\\n# response (trimmed)\\n{ \\\"organic_results\\\": [\\n { \\\"position\\\": 1,\\n \\\"title\\\": \\\"9 Best Portable Espresso Makers\\\",\\n \\\"link\\\": \\\"https://example.com/portable\\\",\\n \\\"snippet\\\": \\\"We tested 14 models over…\\\",\\n \\\"source\\\": \\\"Example\\\" } ],\\n \\\"knowledge_graph\\\": { \\\"source\\\": \\\"Wikipedia\\\" },\\n \\\"search_information\\\": {\\n \\\"total_results\\\": 4120000 },\\n \\\"pagination\\\": { \\\"next\\\": \\\"…\u0026start=20\\\" } }\",\"cta\":{\"title\":\"Full parameter and field reference\",\"note\":\"Need merchant prices in the same scan? Set tbm=shop — \",\"link\":\"see Google Shopping price monitoring.\",\"button\":\"View the API docs\"}},\"google-search-price-monitoring\":{\"title\":\"How a Shopping request is made\",\"subtitle\":\"Set tbm=shop on the scraper.google.search actor and the same endpoint returns Shopping results instead of web results — same authentication, same billing, same response envelope.\",\"endpoint\":\"POST /api/v1/scraper/request\",\"fields\":[{\"field\":\"pagination\",\"type\":\"object\",\"description\":\"current, next, and other_pages for walking deeper into the offer list.\"},{\"field\":\"search_information\",\"type\":\"object\",\"description\":\"Query displayed, total results, and spelling-correction state.\"},{\"field\":\"metadata\",\"type\":\"object\",\"description\":\"Engine used and the stored raw page URL, useful as an audit trail for a disputed price.\"},{\"field\":\"q\",\"type\":\"request\",\"description\":\"Product name, model, or SKU-style query.\"},{\"field\":\"tbm\",\"type\":\"request\",\"description\":\"Set to shop for the Shopping vertical.\"},{\"field\":\"gl\",\"type\":\"request\",\"description\":\"Market country code — offers and currency follow it.\"},{\"field\":\"hl\",\"type\":\"request\",\"description\":\"Language code for the results page.\"},{\"field\":\"location\",\"type\":\"request\",\"description\":\"City-level origin, when local availability affects the offers shown.\"},{\"field\":\"start\",\"type\":\"request\",\"description\":\"Offset for paging past the first set of offers.\"}],\"code\":\"# request\\ncurl --location 'https://api.scrapeless.com/api/v1/scraper/request' \\\\\\n--header 'x-api-token: \u003capi-key\u003e' \\\\\\n--header 'Content-Type: application/json' \\\\\\n--data '{\\n \\\"actor\\\": \\\"scraper.google.search\\\",\\n \\\"input\\\": {\\n \\\"q\\\": \\\"wireless anc headphones x2\\\",\\n \\\"tbm\\\": \\\"shop\\\",\\n \\\"gl\\\": \\\"us\\\",\\n \\\"hl\\\": \\\"en\\\"\\n }\\n}'\\n\\n# response (trimmed)\\n{ \\\"search_information\\\": {\\n \\\"query_displayed\\\": \\\"wireless anc headphones x2\\\" },\\n \\\"pagination\\\": {\\n \\\"current\\\": 1,\\n \\\"next\\\": \\\"…\u0026start=20\\\" },\\n \\\"metadata\\\": {\\n \\\"engine\\\": \\\"google.search\\\",\\n \\\"rawUrl\\\": \\\"https://www.google.com/…\\\" } }\\n\\n# Shopping block field names are confirmed\\n# during onboarding — ask before you build.\",\"cta\":{\"title\":\"Full parameter and field reference\",\"note\":\"Shopping results come back through the same actor with tbm=shop. Field names for the shopping block are confirmed during onboarding — \",\"link\":\"ask a solutions engineer for the current schema.\",\"button\":\"View the API docs\"}},\"google-search-rank-tracking\":{\"title\":\"The data a rank tracking request returns\",\"subtitle\":\"One call to the scraper.google.search actor returns the "])</script><script>self.__next_f.push([1,"page as structured JSON, with pagination links so a tracking job can walk to depth 100 on the same schema.\",\"endpoint\":\"POST /api/v1/scraper/request\",\"fields\":[{\"field\":\"organic_results[]\",\"type\":\"array\",\"description\":\"Ranked results for the query at the requested offset.\"},{\"field\":\"position\",\"type\":\"integer\",\"description\":\"Organic rank on the page, excluding ads and feature blocks.\"},{\"field\":\"title\",\"type\":\"string\",\"description\":\"Result headline as rendered by Google.\"},{\"field\":\"link\",\"type\":\"string\",\"description\":\"Destination URL, matched against your tracked domains.\"},{\"field\":\"redirect_link\",\"type\":\"string\",\"description\":\"Google's tracked redirect URL.\"},{\"field\":\"snippet\",\"type\":\"string\",\"description\":\"Description text, worth diffing to catch title and meta rewrites.\"},{\"field\":\"snippet_highlighted_words\",\"type\":\"array\",\"description\":\"Terms Google bolded in the snippet.\"},{\"field\":\"source\",\"type\":\"string\",\"description\":\"Publisher name, convenient for competitor grouping.\"},{\"field\":\"pagination\",\"type\":\"object\",\"description\":\"current, next, and other_pages — how a job walks past page one.\"},{\"field\":\"search_information\",\"type\":\"object\",\"description\":\"Query displayed, total results, and whether Google corrected the spelling.\"},{\"field\":\"knowledge_graph\",\"type\":\"object\",\"description\":\"Knowledge panel, when the query triggers one.\"},{\"field\":\"metadata\",\"type\":\"object\",\"description\":\"Engine and stored raw HTML URL, useful when a client disputes a reading.\"}],\"code\":\"# request\\ncurl --location 'https://api.scrapeless.com/api/v1/scraper/request' \\\\\\n--header 'x-api-token: \u003capi-key\u003e' \\\\\\n--header 'Content-Type: application/json' \\\\\\n--data '{\\n \\\"actor\\\": \\\"scraper.google.search\\\",\\n \\\"input\\\": {\\n \\\"q\\\": \\\"project management software\\\",\\n \\\"gl\\\": \\\"us\\\",\\n \\\"hl\\\": \\\"en\\\",\\n \\\"start\\\": 20,\\n \\\"num\\\": 10\\n }\\n}'\\n\\n# response (trimmed)\\n{ \\\"organic_results\\\": [\\n { \\\"position\\\": 23,\\n \\\"title\\\": \\\"Resource scheduling, compared\\\",\\n \\\"link\\\": \\\"https://example.com/scheduling\\\",\\n \\\"snippet\\\": \\\"A breakdown of how teams…\\\",\\n \\\"source\\\": \\\"Example\\\" } ],\\n \\\"pagination\\\": {\\n \\\"current\\\": 3,\\n \\\"next\\\": \\\"…\u0026start=30\\\" },\\n \\\"search_information\\\": {\\n \\\"total_results\\\": 48200000 } }\",\"cta\":{\"title\":\"Full parameter and field reference\",\"note\":\"Tracking the map pack too? Local positions come from a different block — \",\"link\":\"see Local SEO \u0026 map rankings.\",\"button\":\"View the API docs\"}},\"google-search-ai-models\":{\"title\":\"The data your model receives\",\"subtitle\":\"One call to the scraper.google.search actor returns results already structured, so nothing in your pipeline has to parse HTML before the model sees it.\",\"endpoint\":\"POST /api/v1/scraper/request\",\"fields\":[{\"field\":\"organic_results[]\",\"type\":\"array\",\"description\":\"Ranked results for the query.\"},{\"field\":\"position\",\"type\":\"integer\",\"description\":\"Rank, useful as a relevance prior when selecting what to pass to the model.\"},{\"field\":\"title\",\"type\":\"string\",\"description\":\"Result headline.\"},{\"field\":\"link\",\"type\":\"string\",\"description\":\"Destination URL — the citation you show the user.\"},{\"field\":\"snippet\",\"type\":\"string\",\"description\":\"Description text, often enough context on its own for a short answer.\"},{\"field\":\"snippet_highlighted_words\",\"type\":\"array\",\"description\":\"Terms Google bolded, a cheap relevance signal.\"},{\"field\":\"source\",\"type\":\"string\",\"description\":\"Publisher name, useful for source-quality weighting.\"},{\"field\":\"knowledge_graph\",\"type\":\"object\",\"description\":\"Entity summary and web result links, handy for disambiguation.\"},{\"field\":\"search_information\",\"type\":\"object\",\"description\":\"Query displayed and total results — tells you when a query was rewritten.\"},{\"field\":\"pagination\",\"type\":\"object\",\"description\":\"Offsets for deeper retrieval when the first page isn't enough.\"},{\"field\":\"metadata\",\"type\":\"object\",\"description\":\"Engine and stored raw URL, useful for audit trails on generated answers.\"}],\"code\":\"# request\\ncurl --location 'https://api.scrapel"])</script><script>self.__next_f.push([1,"ess.com/api/v1/scraper/request' \\\\\\n--header 'x-api-token: \u003capi-key\u003e' \\\\\\n--header 'Content-Type: application/json' \\\\\\n--data '{\\n \\\"actor\\\": \\\"scraper.google.search\\\",\\n \\\"input\\\": {\\n \\\"q\\\": \\\"eu ai act compliance deadline\\\",\\n \\\"gl\\\": \\\"us\\\",\\n \\\"hl\\\": \\\"en\\\",\\n \\\"num\\\": \\\"10\\\"\\n }\\n}'\\n\\n# response (trimmed)\\n{ \\\"organic_results\\\": [\\n { \\\"position\\\": 1,\\n \\\"title\\\": \\\"EU AI Act: key compliance dates\\\",\\n \\\"link\\\": \\\"https://example.eu/ai-act\\\",\\n \\\"snippet\\\": \\\"Obligations for general-purpose…\\\",\\n \\\"source\\\": \\\"Example\\\" } ],\\n \\\"knowledge_graph\\\": { \\\"source\\\": \\\"Wikipedia\\\" },\\n \\\"search_information\\\": {\\n \\\"query_displayed\\\": \\\"eu ai act compliance deadline\\\" },\\n \\\"metadata\\\": { \\\"engine\\\": \\\"google.search\\\" } }\",\"cta\":{\"title\":\"Full parameter and field reference\",\"note\":\"Need the full page body rather than snippets? Pair this with Crawl and Web Unlocker to fetch the cited pages — \",\"link\":\"see the API docs.\",\"button\":\"View the API docs\"}},\"google-search-local-seo\":{\"title\":\"The data a local search request returns\",\"subtitle\":\"Set tbm=lcl on the scraper.google.search actor and the response carries the map pack as structured places rather than scraped HTML.\",\"endpoint\":\"POST /api/v1/scraper/request\",\"fields\":[{\"field\":\"local_results\",\"type\":\"object\",\"description\":\"Map pack container for the query.\"},{\"field\":\"places[]\",\"type\":\"array\",\"description\":\"One entry per business in the pack.\"},{\"field\":\"position\",\"type\":\"integer\",\"description\":\"Rank within the local pack.\"},{\"field\":\"title\",\"type\":\"string\",\"description\":\"Business name as listed.\"},{\"field\":\"rating\",\"type\":\"number\",\"description\":\"Star rating shown on the listing.\"},{\"field\":\"reviews\",\"type\":\"integer\",\"description\":\"Review count, plus reviews_original as displayed.\"},{\"field\":\"type\",\"type\":\"string\",\"description\":\"Primary business category Google assigns.\"},{\"field\":\"address\",\"type\":\"string\",\"description\":\"Listed address line.\"},{\"field\":\"gps_coordinates\",\"type\":\"object\",\"description\":\"Latitude and longitude, ready to join against your store list.\"},{\"field\":\"price\",\"type\":\"string\",\"description\":\"Price level indicator where Google shows one.\"},{\"field\":\"extensions\",\"type\":\"array\",\"description\":\"Listing attributes shown alongside the result.\"},{\"field\":\"local_map\",\"type\":\"object\",\"description\":\"Map viewport that accompanies the pack.\"},{\"field\":\"pagination\",\"type\":\"object\",\"description\":\"Offset links. Google Local pages in multiples of 20.\"}],\"code\":\"# request\\ncurl --location 'https://api.scrapeless.com/api/v1/scraper/request' \\\\\\n--header 'x-api-token: \u003capi-key\u003e' \\\\\\n--header 'Content-Type: application/json' \\\\\\n--data '{\\n \\\"actor\\\": \\\"scraper.google.search\\\",\\n \\\"input\\\": {\\n \\\"q\\\": \\\"dentist near me\\\",\\n \\\"location\\\": \\\"Denver, Colorado\\\",\\n \\\"tbm\\\": \\\"lcl\\\",\\n \\\"gl\\\": \\\"us\\\"\\n }\\n}'\\n\\n# response (trimmed)\\n{ \\\"local_results\\\": {\\n \\\"places\\\": [\\n { \\\"position\\\": 1,\\n \\\"title\\\": \\\"Summit Dental Downtown\\\",\\n \\\"rating\\\": 4.8,\\n \\\"reviews\\\": 412,\\n \\\"type\\\": \\\"Dentist\\\",\\n \\\"address\\\": \\\"1600 Stout St #200\\\",\\n \\\"gps_coordinates\\\": {\\n \\\"latitude\\\": 39.7469,\\n \\\"longitude\\\": -104.9931 } } ] },\\n \\\"pagination\\\": { \\\"current\\\": 1 },\\n \\\"metadata\\\": { \\\"engine\\\": \\\"google.search\\\" } }\",\"cta\":{\"title\":\"Full parameter and field reference\",\"note\":\"Tracking web positions for the same client? Pair this with \",\"link\":\"SEO rank monitoring.\",\"button\":\"View the API docs\"}},\"google-search-ai-geo\":{\"title\":\"The data the AI Overview scraper returns\",\"subtitle\":\"AI Overview runs on the scraper.overview actor through the v2 endpoint — a different call from the Google Search API, with the answer delivered as Markdown rather than parsed HTML.\",\"endpoint\":\"POST /api/v2/scraper/execute\",\"fields\":[{\"field\":\"content\",\"type\":\"string\",\"description\":\"The generated answer in Markdown, ready to store or diff. Empty when the prompt doesn't trigger overview mode.\"},{\"field\":\"rawtext\",\"type\":\"s"])</script><script>self.__next_f.push([1,"tring\",\"description\":\"Original answer text, same trigger condition.\"},{\"field\":\"source[]\",\"type\":\"array\",\"description\":\"Citation sources behind the answer.\"},{\"field\":\"url\",\"type\":\"string\",\"description\":\"Cited page URL — the field GEO reporting is built on.\"},{\"field\":\"title\",\"type\":\"string\",\"description\":\"Citation title.\"},{\"field\":\"snippet\",\"type\":\"string\",\"description\":\"Excerpt Google drew from the source.\"},{\"field\":\"website_name\",\"type\":\"string\",\"description\":\"Publisher name, convenient for grouping by domain.\"},{\"field\":\"html_index\",\"type\":\"integer\",\"description\":\"Where the citation sits inside the Markdown answer.\"},{\"field\":\"web_source[]\",\"type\":\"array\",\"description\":\"Web search sources shown alongside the answer.\"},{\"field\":\"products[]\",\"type\":\"array\",\"description\":\"Shopping products embedded in the answer: title, price, seller, rating, review count, stores.\"},{\"field\":\"ads[]\",\"type\":\"array\",\"description\":\"Advertisements on the results page, with advertiser and slot.\"},{\"field\":\"is_overview_shopping\",\"type\":\"boolean\",\"description\":\"Whether shopping data is embedded in this answer.\"},{\"field\":\"metadata.rawUrl\",\"type\":\"string\",\"description\":\"Source page URL for auditing.\"}],\"code\":\"# request — note the v2 endpoint\\ncurl 'https://api.scrapeless.com/api/v2/scraper/execute' \\\\\\n--header 'x-api-token: \u003capi-key\u003e' \\\\\\n--header 'Content-Type: application/json' \\\\\\n--data '{\\n \\\"actor\\\": \\\"scraper.overview\\\",\\n \\\"input\\\": {\\n \\\"prompt\\\": \\\"best crm for startups\\\",\\n \\\"country\\\": \\\"US\\\",\\n \\\"shopping\\\": false\\n }\\n}'\\n\\n# response (trimmed)\\n{ \\\"content\\\": \\\"For early-stage teams, the main…\\\",\\n \\\"source\\\": [\\n { \\\"url\\\": \\\"https://example.com/best-crm\\\",\\n \\\"title\\\": \\\"12 Best CRMs for Startups\\\",\\n \\\"website_name\\\": \\\"Example\\\",\\n \\\"snippet\\\": \\\"We tested 40 CRMs across…\\\",\\n \\\"html_index\\\": 2 } ],\\n \\\"is_overview_shopping\\\": false,\\n \\\"metadata\\\": { \\\"rawUrl\\\": \\\"https://www.google.com/…\\\" } }\",\"cta\":{\"title\":\"Full parameter and field reference\",\"note\":\"Tracking classic positions too? The Google Search API covers organic results and the map pack — see \",\"link\":\"SEO rank monitoring.\",\"button\":\"View the API docs\"}}},\"problem\":{\"google-search-seo\":{\"title\":\"Why rank tracking breaks at scale\",\"subtitle\":\"Three failures account for almost every gap in a rank-tracking dataset. None of them are solved by buying more proxies.\",\"badge\":\"Failure\",\"failures\":[{\"title\":\"Datacenter IPs get flagged within hours\",\"description\":\"Google rate-limits any pattern that looks automated. Success rates decay through the day, and the gaps land in your charts as ranking drops that never happened.\",\"consequence\":\"Client reports lose trust\"},{\"title\":\"A ranking in Munich is not the ranking in Berlin\",\"description\":\"Local intent reshapes the page. Without genuine city-level search you report one national average and miss the results your customers actually see.\",\"consequence\":\"Wrong local strategy\"},{\"title\":\"Slow responses cap how much you can track\",\"description\":\"At four seconds a request, a million-keyword run takes days and the data is stale before the report ships. Latency is a coverage problem, not a comfort problem.\",\"consequence\":\"Competitor moves spotted too late\"}]},\"google-search-ad-verification\":{\"title\":\"Why you can't verify ads from your own desk\",\"subtitle\":\"Search advertising is targeted by design, which makes the obvious way of checking it the least reliable one.\",\"badge\":\"Failure\",\"failures\":[{\"title\":\"You are not in the target audience\",\"description\":\"Ads are served by location, language, and device. Searching from the office shows you what that office qualifies for, which is rarely what the market being targeted sees.\",\"consequence\":\"Violations never appear\"},{\"title\":\"Manual checking cannot cover territories\",\"description\":\"Verifying a handful of terms in one country is feasible. Doing it across every market, on a schedule consistent enough to prove a pattern, is where the method collapses.\",\"consequence\":\"No evidence when it's needed\"},"])</script><script>self.__next_f.push([1,"{\"title\":\"Brand bidding is discovered late\",\"description\":\"An unauthorised reseller bidding on your name costs you clicks you would have had for free, and the first sign is usually a rising CPC nobody can explain.\",\"consequence\":\"Paying for your own traffic\"}]},\"google-search-news-monitoring\":{\"title\":\"Why media monitoring goes stale\",\"subtitle\":\"Three failures explain most missed stories, and none of them are fixed by adding more RSS feeds.\",\"badge\":\"Failure\",\"failures\":[{\"title\":\"Aggregator feeds lag the results page\",\"description\":\"By the time a story reaches a syndicated feed it has often been live for hours. The cycle has moved, and the window where a response would have changed the narrative has closed.\",\"consequence\":\"Response window closed\"},{\"title\":\"Coverage differs by country\",\"description\":\"The same brand query returns a different news page in each market. One national pull hides the regional story that will reach your customers first.\",\"consequence\":\"Blind spots in key markets\"},{\"title\":\"Collection fails exactly when volume spikes\",\"description\":\"Query volume rises the moment a story breaks, which is precisely when rate limiting bites and a self-managed scraper starts dropping results.\",\"consequence\":\"Missed the story that mattered\"}]},\"google-search-brand-monitoring\":{\"title\":\"Why your brand SERP drifts without anyone noticing\",\"subtitle\":\"The results page for your own name changes constantly, and the usual instruments are pointed elsewhere.\",\"badge\":\"Failure\",\"failures\":[{\"title\":\"You only control the first result\",\"description\":\"Everything below it is review sites, forums, comparison pages, and competitors bidding on your name. It is the most-seen page about your company and the least-managed.\",\"consequence\":\"Buyers form views you never saw\"},{\"title\":\"The knowledge panel can simply be wrong\",\"description\":\"Google assembles entity information from sources you do not control. An outdated founder, a wrong headquarters, or a stale description sits there presented as fact.\",\"consequence\":\"Errors repeated as authoritative\"},{\"title\":\"Checking from one place hides the problem\",\"description\":\"Brand results vary by country and language. The market where an impersonation site outranks you is rarely the market your team searches from.\",\"consequence\":\"Impersonation found by customers first\"}]},\"google-search-image-search\":{\"title\":\"Why image monitoring doesn't scale by hand\",\"subtitle\":\"Reverse image search works fine for one photo. Three things break once a catalogue is involved.\",\"badge\":\"Failure\",\"failures\":[{\"title\":\"Counterfeit listings use your own photography\",\"description\":\"The fastest way to make a fake listing credible is to use the brand's real product shots. Those listings look legitimate to buyers precisely because the imagery is genuine.\",\"consequence\":\"Counterfeits sell on your credibility\"},{\"title\":\"One image at a time does not cover a catalogue\",\"description\":\"Checking manually works at ten products. At two thousand SKUs across several markets, coverage becomes whatever a person had time for this week.\",\"consequence\":\"Most of the catalogue unwatched\"},{\"title\":\"Findings arrive without evidence\",\"description\":\"A screenshot of a search result is weak ground for a takedown. Without a retrievable record of what was on the page, enforcement stalls at the first challenge.\",\"consequence\":\"Takedowns contested and dropped\"}]},\"google-search-academic-research\":{\"title\":\"Why literature work stays manual\",\"subtitle\":\"The data is public and the questions are clear. Three practical problems keep the work stuck in a browser tab.\",\"badge\":\"Failure\",\"failures\":[{\"title\":\"Sweeps are done by hand and by page\",\"description\":\"A thorough review means walking result pages and copying findings into a sheet, then repeating it next quarter. The method is sound; the labour is why it rarely happens twice.\",\"consequence\":\"Reviews done once, never repeated\"},{\"title\":\"Collected weeks apart, so nothing compares\",\"description\":\"If half a field is collected in March and the rest in May, the two halves are not comparable. Any indi"])</script><script>self.__next_f.push([1,"cator built on them inherits that inconsistency silently.\",\"consequence\":\"Indicators that don't compare\"},{\"title\":\"Volume access gets blocked\",\"description\":\"A script that works for fifty queries stops working at five hundred, usually halfway through a sweep and without a clear error. The dataset ends up partial in ways nobody notices.\",\"consequence\":\"Half-finished datasets\"}]},\"google-search-travel-data\":{\"title\":\"Why travel visibility is hard to measure\",\"subtitle\":\"Travel is bought across borders, which breaks the assumptions most reporting is built on.\",\"badge\":\"Failure\",\"failures\":[{\"title\":\"The origin market changes everything\",\"description\":\"A route query from Chicago returns different intermediaries than the same query from São Paulo. Reporting from one office describes one traveller, not the demand you are competing for.\",\"consequence\":\"Wrong markets prioritised\"},{\"title\":\"Intermediaries sit between you and the traveller\",\"description\":\"OTAs, metasearch, and affiliates often out-rank the supplier for the supplier's own routes and properties. That gap stays invisible unless someone measures the results page itself.\",\"consequence\":\"Paying intermediaries for your own demand\"},{\"title\":\"Seasonality makes one reading useless\",\"description\":\"Travel queries shift with booking windows and seasons. A single snapshot tells you where things stood that week, not where the curve is heading.\",\"consequence\":\"Decisions made on a single week\"}]},\"google-search-product-research\":{\"title\":\"Why market research arrives too late to use\",\"subtitle\":\"The classic instruments were built for a slower market, and three of their assumptions no longer hold.\",\"badge\":\"Failure\",\"failures\":[{\"title\":\"The report describes last quarter\",\"description\":\"Commissioned research takes weeks to produce and is read weeks after that. In a category where entrants and prices move monthly, the conclusions age before the decision is made.\",\"consequence\":\"Decisions made on stale evidence\"},{\"title\":\"Marketplace data is not the whole market\",\"description\":\"Pulling one retailer's catalogue describes that retailer. The brands winning on search, running ads, or selling direct never appear in it at all.\",\"consequence\":\"Competitors missed entirely\"},{\"title\":\"Manual scanning doesn't cross borders\",\"description\":\"Checking a category by hand works for one market in one language. Doing it for eight, consistently enough to compare, is where the method quietly fails.\",\"consequence\":\"Entry decisions made half-blind\"}]},\"google-search-price-monitoring\":{\"title\":\"Why competitive pricing data goes stale\",\"subtitle\":\"Price data has a short shelf life, and three things conspire to make it older than the decision it informs.\",\"badge\":\"Failure\",\"failures\":[{\"title\":\"Prices move faster than weekly collection\",\"description\":\"Promotions start mid-morning and end overnight. A dataset refreshed on Mondays describes a market that has already repriced twice since it was collected.\",\"consequence\":\"Repricing against yesterday\"},{\"title\":\"Per-retailer scrapers multiply maintenance\",\"description\":\"Every merchant site has its own layout and its own defences, and each one breaks on a different schedule. The work grows with the number of competitors, not with the value of the data.\",\"consequence\":\"Coverage shrinks to what still works\"},{\"title\":\"Offers differ by country\",\"description\":\"The same product carries different merchants, currencies, and promotions in each market. One national pull hides the market where your margin is actually being undercut.\",\"consequence\":\"Undercut in markets you don't watch\"}]},\"google-search-rank-tracking\":{\"title\":\"Why daily rank tracking gets expensive\",\"subtitle\":\"Three costs compound quietly, and each one pushes teams toward tracking less than they meant to.\",\"badge\":\"Failure\",\"failures\":[{\"title\":\"The first page is not the whole story\",\"description\":\"Terms you are trying to break into sit at 30 or 60 today. Tracking only the top ten means the work that moves a keyword from 47 to 19 shows up as no change at all.\",\"consequence\":\"Progress looks like a flat "])</script><script>self.__next_f.push([1,"line\"},{\"title\":\"Paying for blocked attempts\",\"description\":\"When retries are billed, the invoice grows fastest on exactly the queries that failed. Cost per attempt and cost per usable data point drift apart until the budget stops meaning anything.\",\"consequence\":\"Budget spent on nothing\"},{\"title\":\"Slow collection forces sampling\",\"description\":\"If a full refresh takes longer than the night, teams quietly move to weekly, or to a subset. The dataset gets thinner in the exact places where the competition is moving.\",\"consequence\":\"Blind spots where it matters\"}]},\"google-search-ai-models\":{\"title\":\"Why grounded retrieval is the hard part\",\"subtitle\":\"Most teams building on LLMs discover the same three constraints, and none of them are solved by a better prompt.\",\"badge\":\"Failure\",\"failures\":[{\"title\":\"The model's knowledge stopped months ago\",\"description\":\"Anything that changed after the training cutoff is either missing or confidently wrong. For questions about the present, generation without retrieval is guesswork with good grammar.\",\"consequence\":\"Confidently wrong answers shipped\"},{\"title\":\"Retrieval latency lands inside the user's wait\",\"description\":\"An agent may fire several sub-queries per turn. At three seconds each, the search step alone outlasts the patience of the person watching the cursor blink.\",\"consequence\":\"Users abandon mid-answer\"},{\"title\":\"Running the retrieval stack is not your product\",\"description\":\"Proxies, parsers, and block handling absorb engineering time that was supposed to go into the thing you actually sell, and they need attention every time a layout changes.\",\"consequence\":\"Roadmap spent on plumbing\"}]},\"google-search-local-seo\":{\"title\":\"Why local rankings resist normal tracking\",\"subtitle\":\"The map pack behaves differently from web results, and three assumptions from classic rank tracking break against it.\",\"badge\":\"Failure\",\"failures\":[{\"title\":\"There is no national local ranking\",\"description\":\"The pack reorders every few blocks. A tool that queries from one datacentre reports a position that no customer in your catchment area has ever seen.\",\"consequence\":\"Store-level decisions made blind\"},{\"title\":\"The pack is a separate ranking system\",\"description\":\"Proximity, category, and review signals drive it, not the page-level factors a web rank tracker measures. Tracking organic and calling it local misses the mechanism.\",\"consequence\":\"Optimising the wrong signals\"},{\"title\":\"Coverage is the cost problem\",\"description\":\"Local reporting means one query per location per keyword, so volume multiplies fast. Slow, per-attempt-billed collection is what caps how many markets a team can afford to watch.\",\"consequence\":\"Markets silently dropped from reporting\"}]},\"google-search-ai-geo\":{\"title\":\"Why GEO can't be measured with a rank tracker\",\"subtitle\":\"AI answers are generated, not ranked, so the instruments built for blue links report on the wrong object entirely.\",\"badge\":\"Failure\",\"failures\":[{\"title\":\"Position one is no longer visibility\",\"description\":\"An AI Overview can answer the question completely and cite three competitors without the top-ranked page among them. The ranking report stays green while the clicks leave.\",\"consequence\":\"Traffic falls with no ranking signal\"},{\"title\":\"The answer changes by country and prompt\",\"description\":\"Phrasing and region both reshape the generated answer and the sources behind it. One sample from one location says almost nothing about coverage.\",\"consequence\":\"False confidence from a single check\"},{\"title\":\"Manual checking doesn't survive contact with scale\",\"description\":\"Teams start by screenshotting a few prompts a week. That falls apart at a few hundred prompts across markets, which is the point where the data would have become useful.\",\"consequence\":\"Reporting stops before it proves anything\"}]}},\"audience\":{\"google-search-seo\":{\"title\":\"Who uses the Google Search API for rank monitoring\",\"subtitle\":\"If your reporting depends on knowing where a page sits in Google — in a specific place, on a specific day — this is the layer underneath it."])</script><script>self.__next_f.push([1,"\",\"personas\":[{\"title\":\"SEO agencies\",\"description\":\"Report defensible positions across dozens of client accounts and local markets without running a proxy pool.\"},{\"title\":\"Enterprise SEO teams\",\"description\":\"Track owned and competitor visibility across brands, regions, and languages in one pipeline.\"},{\"title\":\"Rank tracking platforms\",\"description\":\"Power a commercial product on an API priced per successful request, with headroom to resell at margin.\"},{\"title\":\"Market intelligence teams\",\"description\":\"Turn SERP share of voice into a competitive signal alongside pricing and news data.\"},{\"title\":\"Content portfolio operators\",\"description\":\"Monitor thousands of pages across affiliate and media properties, and catch drops before revenue moves.\"}]},\"google-search-ad-verification\":{\"title\":\"Who verifies search ads through an API\",\"subtitle\":\"Paid search is the one channel where you cannot see what your competitors are doing by looking at your own account.\",\"personas\":[{\"title\":\"Brand protection teams\",\"description\":\"Catch resellers and affiliates bidding on your trademark in markets where they agreed not to.\"},{\"title\":\"PPC agencies\",\"description\":\"Show clients who else is competing for their terms, with evidence rather than an account-level estimate.\"},{\"title\":\"Ad verification vendors\",\"description\":\"Source creative and placement evidence through one billed API instead of a panel of manual checkers.\"},{\"title\":\"Affiliate compliance managers\",\"description\":\"Enforce brand-bidding rules across territories without asking partners to self-report.\"},{\"title\":\"Competitive intelligence teams\",\"description\":\"Track which messages rivals put money behind, and when they change them.\"}]},\"google-search-news-monitoring\":{\"title\":\"Who monitors news through an API\",\"subtitle\":\"The value of a mention decays by the hour. These teams need to know while there is still something to do about it.\",\"personas\":[{\"title\":\"Comms and PR teams\",\"description\":\"Catch coverage and corrections early enough to respond, in every market you operate in.\"},{\"title\":\"Brand monitoring platforms\",\"description\":\"Power a commercial alerting product on an API priced per successful request.\"},{\"title\":\"Financial research teams\",\"description\":\"Feed event-driven signals into models alongside filings and market data.\"},{\"title\":\"Agencies reporting on earned media\",\"description\":\"Quantify share of coverage for clients without collecting links by hand.\"},{\"title\":\"Risk and compliance teams\",\"description\":\"Watch continuously for adverse media on counterparties and portfolio companies.\"}]},\"google-search-brand-monitoring\":{\"title\":\"Who monitors their brand SERP\",\"subtitle\":\"Searching your own name is the most common thing a prospective customer, candidate, or partner does before contacting you.\",\"personas\":[{\"title\":\"Brand and comms teams\",\"description\":\"Know what page one says about you in every market, before a journalist or investor sees it first.\"},{\"title\":\"Reputation management\",\"description\":\"Track negative results climbing toward page one while there is still time to respond.\"},{\"title\":\"SEO teams\",\"description\":\"Measure how much of your own brand SERP you own versus what competitors and review sites hold.\"},{\"title\":\"Legal and IP teams\",\"description\":\"Spot impersonation sites and unauthorised resellers ranking for your trademark.\"},{\"title\":\"Agencies on retainer\",\"description\":\"Report brand SERP ownership across client portfolios on a consistent schedule.\"}]},\"google-search-image-search\":{\"title\":\"Who runs image search through an API\",\"subtitle\":\"Product photography travels further than the product does. These teams need to know where it ends up.\",\"personas\":[{\"title\":\"Brand protection teams\",\"description\":\"Find listings using your official product photography on sites you never authorised.\"},{\"title\":\"Ecommerce catalogue teams\",\"description\":\"Audit how your imagery is presented across marketplaces and reseller sites.\"},{\"title\":\"Marketplace trust and safety\",\"description\":\"Detect sellers reusing another brand's photography on counterfeit listings.\"},{\"title\":"])</script><script>self.__next_f.push([1,"\"Media and rights holders\",\"description\":\"Track where licensed images are republished, and whether attribution survived.\"},{\"title\":\"Visual commerce teams\",\"description\":\"Study how competing products are photographed and positioned in a category.\"}]},\"google-search-academic-research\":{\"title\":\"Who sweeps research fields through search\",\"subtitle\":\"Measuring a field rather than reading it means collecting the same thing consistently, repeatedly, and at a scale nobody wants to do by hand.\",\"personas\":[{\"title\":\"Research institutions\",\"description\":\"Track where an institution's output surfaces and which repositories carry it.\"},{\"title\":\"Bibliometrics and evaluation teams\",\"description\":\"Build indicators on a query set that can be re-run identically next quarter.\"},{\"title\":\"Corporate R\u0026D and competitive intel\",\"description\":\"Watch which groups publish in your field and where their work is referenced.\"},{\"title\":\"Publishers and scholarly platforms\",\"description\":\"Monitor how indexed work ranks against competing repositories for the same topics.\"},{\"title\":\"Grant and policy analysts\",\"description\":\"Map a research area's shape and its most visible sources before allocating funding.\"}]},\"google-search-travel-data\":{\"title\":\"Who collects travel search data\",\"subtitle\":\"Travel demand starts as a search. What a traveller sees at that moment decides which brand gets the booking.\",\"personas\":[{\"title\":\"OTAs and metasearch\",\"description\":\"Track your visibility against competitors for route and destination queries, market by market.\"},{\"title\":\"Airline digital teams\",\"description\":\"See whether your own route pages or an intermediary owns the query for your flights.\"},{\"title\":\"Hotel groups and revenue teams\",\"description\":\"Watch which properties surface in local packs for the destinations you compete in.\"},{\"title\":\"Destination marketing organisations\",\"description\":\"Measure how a destination is represented in the origin markets you target.\"},{\"title\":\"Travel affiliates and publishers\",\"description\":\"Find route and destination queries where the incumbents are beatable.\"}]},\"google-search-product-research\":{\"title\":\"Who researches markets on search data\",\"subtitle\":\"Search results are a continuously updated census of who is competing for a category, what they claim, and what they charge.\",\"personas\":[{\"title\":\"Product and category managers\",\"description\":\"Size up a category and its incumbents before committing a roadmap quarter to it.\"},{\"title\":\"Market research firms\",\"description\":\"Ground client deliverables in observed competitive data rather than survey recall.\"},{\"title\":\"Corporate development and diligence\",\"description\":\"Check a target's real category presence against the deck they presented.\"},{\"title\":\"DTC founders and brand teams\",\"description\":\"Test whether a niche is crowded, expensive to enter, and priced where you assumed.\"},{\"title\":\"Strategy consultancies\",\"description\":\"Rebuild a competitive landscape for any market in days rather than commissioning fieldwork.\"}]},\"google-search-price-monitoring\":{\"title\":\"Who monitors prices through the Shopping vertical\",\"subtitle\":\"Google Shopping aggregates offers across merchants, which makes it the fastest read on what a market is actually charging today.\",\"personas\":[{\"title\":\"Retail pricing teams\",\"description\":\"Reprice against live competitor offers instead of a spreadsheet compiled last week.\"},{\"title\":\"Brands enforcing MAP\",\"description\":\"Spot resellers advertising below your minimum price, across every market you distribute in.\"},{\"title\":\"Marketplace sellers\",\"description\":\"See where your listing sits in the offer spread before deciding whether to move on price.\"},{\"title\":\"Price comparison sites\",\"description\":\"Source merchant offers through one billed API rather than maintaining scrapers per retailer.\"},{\"title\":\"DTC and category managers\",\"description\":\"Track promotional cycles across a category and time your own campaigns against them.\"}]},\"google-search-rank-tracking\":{\"title\":\"Who runs keyword rank tracking through an API\",\"subtitle\":\"Position data is cheap to coll"])</script><script>self.__next_f.push([1,"ect badly and expensive to collect well. These teams need it collected well, every day, without owning the plumbing.\",\"personas\":[{\"title\":\"Rank tracker platforms\",\"description\":\"Run a commercial product on an API priced per successful request, with margin left over to resell.\"},{\"title\":\"SEO agencies\",\"description\":\"Refresh client dashboards nightly across every market on the retainer, without a proxy pool to babysit.\"},{\"title\":\"In-house SEO teams\",\"description\":\"Track a large keyword set at full depth rather than sampling the head terms and hoping.\"},{\"title\":\"Affiliate and content operators\",\"description\":\"Watch thousands of pages and catch a position drop before the revenue chart shows it.\"},{\"title\":\"Ecommerce category teams\",\"description\":\"Monitor product and category terms alongside the competitors moving against them.\"}]},\"google-search-ai-models\":{\"title\":\"Who grounds models in live search\",\"subtitle\":\"Any system that answers questions about the present needs a retrieval layer. These teams would rather buy one than run one.\",\"personas\":[{\"title\":\"AI application builders\",\"description\":\"Ship answers about current events without fine-tuning or waiting on a model refresh.\"},{\"title\":\"RAG platform teams\",\"description\":\"Add public web retrieval alongside internal documents in the same pipeline.\"},{\"title\":\"Agent framework developers\",\"description\":\"Expose a search tool that returns fast and structured enough for a model to reason over.\"},{\"title\":\"Enterprise AI teams\",\"description\":\"Give internal copilots access to the live web under one billed, auditable endpoint.\"},{\"title\":\"Research and analysis tools\",\"description\":\"Cite real sources in generated output instead of asking users to trust the model.\"}]},\"google-search-local-seo\":{\"title\":\"Who tracks local rankings through an API\",\"subtitle\":\"If the answer to \\\"where do we rank\\\" changes by neighbourhood, a national average is the wrong instrument.\",\"personas\":[{\"title\":\"Multi-location brands\",\"description\":\"Compare map pack position store by store instead of reporting one number for the whole chain.\"},{\"title\":\"Local SEO agencies\",\"description\":\"Show clients the pack they actually appear in, for every market they pay you to cover.\"},{\"title\":\"Franchise marketing teams\",\"description\":\"Spot the franchisees losing local visibility before the territory complains about lead volume.\"},{\"title\":\"Review and reputation platforms\",\"description\":\"Pull ratings and review counts for tracked listings on the same call as position.\"},{\"title\":\"Retail and restaurant groups\",\"description\":\"Watch competitor density and rating movement around each site you operate.\"}]},\"google-search-ai-geo\":{\"title\":\"Who tracks AI Overview visibility\",\"subtitle\":\"When an AI answer resolves the question on the results page, the click never happens. These teams need to know whether the answer mentions them.\",\"personas\":[{\"title\":\"SEO teams adding GEO\",\"description\":\"Report visibility in AI answers next to organic positions, rather than explaining a traffic decline after the fact.\"},{\"title\":\"Content marketing teams\",\"description\":\"See which pages get cited as sources and write toward the formats AI answers actually quote.\"},{\"title\":\"Brand and comms teams\",\"description\":\"Audit how AI describes the brand, and catch a competitor being cited in your own category.\"},{\"title\":\"Agencies selling GEO services\",\"description\":\"Deliver a defensible citation report instead of screenshots taken by hand.\"},{\"title\":\"Ecommerce and retail\",\"description\":\"Track the products Google embeds inside AI Overview answers for category queries.\"}]}},\"flow\":{\"google-search-seo\":{\"title\":\"How a tracking run works\",\"steps\":[{\"title\":\"Send your keyword list\",\"description\":\"One request per keyword, or batch them. Set q, location, gl, and hl per keyword — there is no separate proxy configuration to maintain.\"},{\"title\":\"We handle access and speed\",\"description\":\"IP sourcing in the target region, fingerprint rotation, and CAPTCHA handling run behind the endpoint. Failed attempts are retried at our cost, not yours.\"},{\"title\":\"Store "])</script><script>self.__next_f.push([1,"structured JSON\",\"description\":\"Positions, blocks, and pagination land in a stable schema. Push straight to your warehouse, or into a scheduled n8n workflow.\"}]},\"google-search-ad-verification\":{\"title\":\"How a verification run works\",\"steps\":[{\"title\":\"Define terms and territories\",\"description\":\"Brand terms, competitor terms, and the markets where partner agreements apply. One request per pair.\"},{\"title\":\"Search from that market\",\"description\":\"The request originates in the target location with matching locale parameters, so you see the ads that market qualifies for rather than the ones your office does.\"},{\"title\":\"Match against your allow list\",\"description\":\"Compare advertiser domains to authorised partners. Anything unmatched is a case, and metadata.rawUrl is the evidence behind it.\"}]},\"google-search-news-monitoring\":{\"title\":\"How a monitoring run works\",\"steps\":[{\"title\":\"Set your query and vertical\",\"description\":\"Pass the brand or topic in q and set tbm=nws. Add gl and hl per market you track.\"},{\"title\":\"We hold up during spikes\",\"description\":\"IP sourcing, fingerprint rotation, and CAPTCHA handling run behind the endpoint, including when a story breaks. Retries are on our side.\"},{\"title\":\"Route to alerts or storage\",\"description\":\"Push new mentions into Slack, a warehouse, or an n8n workflow that de-duplicates against what you have already seen.\"}]},\"google-search-brand-monitoring\":{\"title\":\"How a brand audit works\",\"steps\":[{\"title\":\"List your brand term set\",\"description\":\"Brand name, product names, common misspellings, and the risk phrasings people actually type. One request per term per market.\"},{\"title\":\"Search from each market\",\"description\":\"Set gl, hl, and optionally a city in location. Brand results diverge across borders more than most teams expect.\"},{\"title\":\"Classify and alert\",\"description\":\"Tag each result as owned, earned, competitor, or risk. The alert worth having is a risk result crossing onto page one, not a weekly table.\"}]},\"google-search-image-search\":{\"title\":\"How an image sweep works\",\"steps\":[{\"title\":\"Queue product and model terms\",\"description\":\"One request per SKU or model name with tbm=isch. Add gl and hl for each market you sell in.\"},{\"title\":\"Filter to what matters\",\"description\":\"Use tbs to narrow by image size, type, colour, or usage rights, so the sweep returns candidates rather than everything.\"},{\"title\":\"Triage and evidence\",\"description\":\"Match hosting domains against your authorised list. For anything unmatched, metadata.rawUrl is the record a takedown request references.\"}]},\"google-search-academic-research\":{\"title\":\"How a field sweep works\",\"steps\":[{\"title\":\"Define the field and its sources\",\"description\":\"Search phrases crossed with site: operators for the repositories, journals, and preprint servers that matter.\"},{\"title\":\"Collect in one pass\",\"description\":\"Sub-second responses mean a whole field is swept in a single session, so everything in the set was collected under the same conditions.\"},{\"title\":\"Re-run on a schedule\",\"description\":\"Store results per sweep. Movement between sweeps is the indicator; a single snapshot only says where things stood that day.\"}]},\"google-search-travel-data\":{\"title\":\"How a travel visibility run works\",\"steps\":[{\"title\":\"Build your query grid\",\"description\":\"Routes, destinations, and property terms crossed with the origin markets you sell into. One request per pair.\"},{\"title\":\"Search from the origin market\",\"description\":\"Pass a city in location with matching gl and hl, so results reflect the traveller you are competing for rather than your own network.\"},{\"title\":\"Classify who owns the query\",\"description\":\"Tag each result as supplier, OTA, metasearch, or publisher. The share split across markets is the report worth circulating.\"}]},\"google-search-product-research\":{\"title\":\"How a category scan works\",\"steps\":[{\"title\":\"List the category's real queries\",\"description\":\"Head terms, long-tail variants, and the comparison phrasings buyers use. Send each with the market's gl and hl.\"},{\"title\":\"Scan web and Shopping together\",\"d"])</script><script>self.__next_f.push([1,"escription\":\"Run the set once for web results and once with tbm=shop. 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The alert worth having is a competitor crossing your floor, not a daily table nobody reads.\"}]},\"google-search-rank-tracking\":{\"title\":\"How a daily tracking job works\",\"steps\":[{\"title\":\"Queue your keyword set\",\"description\":\"One request per keyword per market. Set start to page deeper when a term sits outside the first ten.\"},{\"title\":\"We absorb the failures\",\"description\":\"IP sourcing, fingerprint rotation, and CAPTCHA handling run behind the endpoint. Retries happen on our side and never appear on your invoice.\"},{\"title\":\"Write positions and diff\",\"description\":\"Store position, link, and snippet per run. Snippet changes often explain a movement that position alone leaves unexplained.\"}]},\"google-search-ai-models\":{\"title\":\"How grounding works in practice\",\"steps\":[{\"title\":\"The model decides it needs facts\",\"description\":\"Your agent emits a search tool call, or your RAG chain fires retrieval before generation. Either way it becomes one request.\"},{\"title\":\"We return structured results fast\",\"description\":\"IP sourcing, fingerprinting, and CAPTCHA handling sit behind the endpoint. Sub-second responses keep retrieval inside the turn rather than in front of it.\"},{\"title\":\"Generate with citations attached\",\"description\":\"Pass titles, snippets, and links into context. Because every claim carries a URL, the answer can be checked rather than trusted.\"}]},\"google-search-local-seo\":{\"title\":\"How a local tracking run works\",\"steps\":[{\"title\":\"Build your location grid\",\"description\":\"One request per keyword per market. Pass the city or postal code in location and set tbm=lcl for the pack.\"},{\"title\":\"We search from that place\",\"description\":\"The request originates in the target location with matching locale parameters, so the pack you receive is the pack a local searcher sees.\"},{\"title\":\"Join to your store list\",\"description\":\"GPS coordinates come back with every place, so results attach to your own locations without a geocoding step in between.\"}]},\"google-search-ai-geo\":{\"title\":\"How a GEO audit run works\",\"steps\":[{\"title\":\"Define your prompt set\",\"description\":\"List the questions your buyers actually ask, not your keyword list. Send each as prompt with the target country.\"},{\"title\":\"We run it server-side\",\"description\":\"The actor renders the answer through residential egress. There is no browser to drive and no anti-bot stack to maintain on your side.\"},{\"title\":\"Diff citations over time\",\"description\":\"Store content and the source array per run. Changes in which domains get cited are the signal worth alerting on.\"}]}},\"builtFor\":{\"google-search-seo\":{\"title\":\"Built for the way SEO teams, agencies, and rank tracking platforms work\",\"features\":[{\"title\":\"The fastest response in the category\",\"description\":\"Sub-second responses mean a million-keyword run finishes inside a nightly window instead of spilling into the next day. Speed is what decides how many keywords you can afford to track at all.\",\"panel\":{\"kind\":\"speed\"}},{\"title\":\"Search from any city in the world\",\"description\":\"Pass a city-level location and the request originates there, so you see the page a local searcher sees. 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Sub-second responses turn that from a sampling exercise into continuous coverage.\",\"panel\":{\"kind\":\"speed\"}},{\"title\":\"Check from inside the target market\",\"description\":\"Pass a city-level location and the search originates there. 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When a partner disputes a violation, the argument is about a stored page rather than someone's screenshot.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Audit Trail\",\"lines\":[{\"key\":\"metadata\",\"value\":\".rawUrl\"},{\"key\":\"metadata\",\"value\":\".engine\"},{\"text\":\"timestamped per request\"}]}}]},\"google-search-news-monitoring\":{\"title\":\"Built for comms teams, agencies, and monitoring platforms\",\"features\":[{\"title\":\"The fastest response in the category\",\"description\":\"A mention is worth most in the first hour. Sub-second responses are what let a polling job run every few minutes across every tracked term instead of once a night.\",\"panel\":{\"kind\":\"speed\"}},{\"title\":\"Every market on the same call shape\",\"description\":\"Coverage fragments by country and language. Run the same query per market and report the split, rather than a global average that describes no single audience.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Market Parameters\",\"lines\":[{\"key\":\"\\\"gl\\\"\",\"value\":\": \\\"br\\\" \\\"hl\\\": \\\"pt\\\"\"},{\"key\":\"\\\"gl\\\"\",\"value\":\": \\\"mx\\\" \\\"hl\\\": \\\"es\\\"\"},{\"text\":\"195 countries covered\"}]}},{\"title\":\"Narrow to what is actually new\",\"description\":\"Use tbs to restrict results to a recent window and nfpr to stop Google auto-correcting an unusual brand name into something else entirely.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Search Filters\",\"lines\":[{\"key\":\"\\\"tbs\\\"\",\"value\":\": recency filter\"},{\"key\":\"\\\"nfpr\\\"\",\"value\":\": 1 exact spelling\"},{\"key\":\"\\\"start\\\"\",\"value\":\": 0 | 10 | 20\"}]}},{\"title\":\"One actor covers every vertical\",\"description\":\"The same endpoint and billing cover Shopping, Images, Local, Videos, and Patents. Monitoring prog"])</script><script>self.__next_f.push([1,"rammes rarely stay inside one vertical for long.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Search Types\",\"lines\":[{\"key\":\"\\\"tbm\\\"\",\"value\":\": \\\"nws\\\" news\"},{\"key\":\"\\\"tbm\\\"\",\"value\":\": \\\"shop\\\" shopping\"},{\"key\":\"\\\"tbm\\\"\",\"value\":\": \\\"isch\\\" images\"},{\"text\":\"same endpoint, same billing\"}]}}]},\"google-search-brand-monitoring\":{\"title\":\"Built for brand, comms, reputation, and legal teams\",\"features\":[{\"title\":\"The fastest response in the category\",\"description\":\"A brand audit is terms multiplied by markets, and it only helps if it runs often enough to catch movement. 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Set nfpr to exclude corrected results so an audit measures your brand rather than a near-match.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Query Controls\",\"lines\":[{\"key\":\"\\\"nfpr\\\"\",\"value\":\": 1 exact spelling\"},{\"key\":\"\\\"filter\\\"\",\"value\":\": 0 show all\"},{\"key\":\"\\\"num\\\"\",\"value\":\": audit depth\"}]}}]},\"google-search-image-search\":{\"title\":\"Built for brand protection, catalogue, and trust and safety teams\",\"features\":[{\"title\":\"The fastest response in the category\",\"description\":\"A catalogue sweep is thousands of queries across several markets, worth repeating weekly. Sub-second responses are what make that a routine job instead of a quarterly project.\",\"panel\":{\"kind\":\"speed\"}},{\"title\":\"One parameter switches vertical\",\"description\":\"Image search is not a separate product, key, or price. Change tbm and the same integration returns image results instead of web results.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Search Types\",\"lines\":[{\"key\":\"\\\"tbm\\\"\",\"value\":\": \\\"isch\\\" images\"},{\"key\":\"\\\"tbm\\\"\",\"value\":\": \\\"shop\\\" shopping\"},{\"key\":\"\\\"tbm\\\"\",\"value\":\": \\\"nws\\\" news\"},{\"text\":\"same endpoint, same billing\"}]}},{\"title\":\"Filter before you triage\",\"description\":\"The tbs parameter narrows by size, type, colour, and usage rights, which is usually the difference between a review queue a person can clear and one they abandon.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Filters\",\"lines\":[{\"key\":\"\\\"tbs\\\"\",\"value\":\": size / type / colour\"},{\"key\":\"\\\"tbs\\\"\",\"value\":\": usage rights\"},{\"key\":\"\\\"start\\\"\",\"value\":\": sweep deeper\"}]}},{\"title\":\"Evidence attached to every finding\",\"description\":\"Each request stores the source page URL, so an enforcement case rests on a retrievable record rather than a screenshot that a counterparty can question.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Evidence\",\"lines\":[{\"key\":\"metadata\",\"value\":\".rawUrl\"},{\"key\":\"organic_results[]\",\"value\":\".link\"},{\"text\":\"timestamped per request\"}]}}]},\"google-search-academic-research\":{\"title\":\"Built for research institutions, bibliometrics teams, and R\u0026D groups\",\"features\":[{\"title\":\"The fastest response in the category\",\"description\":\"A field sweep is hundreds of queries paginated several pages deep. Sub-second responses are what let the whole set be collected in one pass, which is what makes the results comparable.\",\"panel\":{\"kind\":\"speed\"}},{\"title\":\"Operators that target real sources\",\"description\":\"The query field supports site:"])</script><script>self.__next_f.push([1,", inurl:, intitle:, and advanced operators such as as_dt and as_eq, so a sweep addresses specific repositories rather than the open web.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Search Operators\",\"lines\":[{\"key\":\"site:\",\"value\":\"arxiv.org\"},{\"key\":\"site:\",\"value\":\"biorxiv.org\"},{\"key\":\"intitle:\",\"value\":\"\\\"protein folding\\\"\"},{\"key\":\"as_eq\",\"value\":\": exclude terms\"}]}},{\"title\":\"Restrict to a publication window\",\"description\":\"Use tbs for date filtering so a recurring sweep covers what appeared since the last run, rather than re-collecting a decade of literature every quarter.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Filters\",\"lines\":[{\"key\":\"\\\"tbs\\\"\",\"value\":\": date range\"},{\"key\":\"\\\"lr\\\"\",\"value\":\": language restrict\"},{\"key\":\"\\\"nfpr\\\"\",\"value\":\": 1 exact terms\"}]}},{\"title\":\"Depth a review actually needs\",\"description\":\"Page with start and set volume with num. The work that changes a conclusion is usually not on page one, and a sweep that stops there confirms what you already believed.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Pagination\",\"lines\":[{\"key\":\"\\\"start\\\"\",\"value\":\": 0 | 10 | 20 …\"},{\"key\":\"\\\"num\\\"\",\"value\":\": results per page\"},{\"key\":\"pagination\",\"value\":\".other_pages\"}]}}]},\"google-search-travel-data\":{\"title\":\"Built for OTAs, airline and hotel digital teams, and travel publishers\",\"features\":[{\"title\":\"The fastest response in the category\",\"description\":\"A travel grid is routes multiplied by origin markets, worth refreshing through a booking season. Sub-second responses make weekly tracking across many markets a routine job rather than a project.\",\"panel\":{\"kind\":\"speed\"}},{\"title\":\"Search from the traveller's market\",\"description\":\"Pass a city-level origin and the request comes from there. Route demand is bought internationally, and the intermediary landscape differs sharply between origin markets.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Location Parameters\",\"lines\":[{\"key\":\"\\\"location\\\"\",\"value\":\": \\\"Chicago, Illinois\\\"\"},{\"key\":\"\\\"gl\\\"\",\"value\":\": \\\"br\\\" \\\"hl\\\": \\\"pt\\\"\"},{\"text\":\"195 countries covered\"}]}},{\"title\":\"Properties and destinations in one call\",\"description\":\"Hotel queries return the local pack with ratings and coordinates; destination queries return the knowledge panel. Both arrive with organic results rather than as separate requests.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Response Fields\",\"lines\":[{\"key\":\"local_results\",\"value\":\".places[]\"},{\"key\":\"knowledge_graph\",\"value\":\"{}\"},{\"key\":\"related_searches\",\"value\":\"{}\"}]}},{\"title\":\"Depth past the first page\",\"description\":\"Page with start and control volume with num, so a visibility audit reaches the affiliates and smaller intermediaries a first-page view never surfaces.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Pagination\",\"lines\":[{\"key\":\"\\\"start\\\"\",\"value\":\": 0 | 10 | 20 …\"},{\"key\":\"\\\"num\\\"\",\"value\":\": results per page\"},{\"key\":\"pagination\",\"value\":\".next\"}]}}]},\"google-search-product-research\":{\"title\":\"Built for product teams, research firms, and strategy consultancies\",\"features\":[{\"title\":\"The fastest response in the category\",\"description\":\"A serious scan is hundreds of terms across several markets, and it is worth re-running whenever a decision comes back. Sub-second responses make that a routine job rather than a project.\",\"panel\":{\"kind\":\"speed\"}},{\"title\":\"Web and Shopping from one integration\",\"description\":\"Competitive positioning and price reality are two halves of the same question. Both come from the same endpoint, the same key, and the same per-request price.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Search Types\",\"lines\":[{\"text\":\"web: no tbm\"},{\"key\":\"\\\"tbm\\\"\",\"value\":\": \\\"shop\\\" offers\"},{\"key\":\"\\\"tbm\\\"\",\"value\":\": \\\"nws\\\" coverage\"},{\"text\":\"same billing throughout\"}]}},{\"title\":\"Compare markets before entering them\",\"description\":\"Run the identical term set with different country and language codes. Category structure, competitor mix, and price bands rarely transfer across borders as cleanly as a plan assumes.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Market Parameters\",\"lines\":[{\"key\":\"\\\"gl\\\"\",\"value\":\": \\\"de\\\" \\\"hl\\\": \\\"de\\\"\"},{\"key\":\"\\\"gl\\\"\",\"value\":\": \\\"br\\\" \\\"hl\\\":"])</script><script>self.__next_f.push([1," \\\"pt\\\"\"},{\"key\":\"\\\"location\\\"\",\"value\":\": city level\"}]}},{\"title\":\"Depth beyond the obvious names\",\"description\":\"Page past the first ten results to find the challengers that don't show up in a casual search. Those are usually the entrants a category review is meant to catch.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Pagination\",\"lines\":[{\"key\":\"\\\"start\\\"\",\"value\":\": 0 | 10 | 20 …\"},{\"key\":\"\\\"num\\\"\",\"value\":\": results per page\"},{\"key\":\"pagination\",\"value\":\".other_pages\"}]}}]},\"google-search-price-monitoring\":{\"title\":\"Built for pricing teams, brands, and comparison platforms\",\"features\":[{\"title\":\"The fastest response in the category\",\"description\":\"Price data is only worth what its freshness allows. Sub-second responses are what let a large catalogue refresh several times a day rather than once, which is the difference between reacting and reporting.\",\"panel\":{\"kind\":\"speed\"}},{\"title\":\"One parameter switches vertical\",\"description\":\"Shopping is not a separate product, a separate key, or a separate price. Change tbm and the same integration returns offers instead of web results.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Search Types\",\"lines\":[{\"key\":\"\\\"tbm\\\"\",\"value\":\": \\\"shop\\\" shopping\"},{\"key\":\"\\\"tbm\\\"\",\"value\":\": \\\"nws\\\" news\"},{\"key\":\"\\\"tbm\\\"\",\"value\":\": \\\"isch\\\" images\"},{\"text\":\"same endpoint, same billing\"}]}},{\"title\":\"Every market on the same call shape\",\"description\":\"Set the country and the offers, currency, and merchant mix follow. Running twelve markets is twelve requests, not twelve integrations.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Market Parameters\",\"lines\":[{\"key\":\"\\\"gl\\\"\",\"value\":\": \\\"de\\\" \\\"hl\\\": \\\"de\\\"\"},{\"key\":\"\\\"gl\\\"\",\"value\":\": \\\"br\\\" \\\"hl\\\": \\\"pt\\\"\"},{\"text\":\"195 countries covered\"}]}},{\"title\":\"You pay for readings, not attempts\",\"description\":\"Shopping queries attract heavier defences than web search, so retries matter more here. Every blocked attempt is retried at our cost and never reaches your invoice.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Pricing\",\"lines\":[{\"text\":\"$$1.00 / 1K requests\"},{\"text\":\"under $0.50 at volume\"},{\"text\":\"failed requests not billed\"}]}}]},\"google-search-rank-tracking\":{\"title\":\"Built for rank tracker platforms, agencies, and in-house SEO teams\",\"features\":[{\"title\":\"The fastest response in the category\",\"description\":\"A full refresh has to fit between the last visitor tonight and the first report tomorrow. Sub-second responses are what keep a large keyword set on a daily cadence instead of a weekly one.\",\"panel\":{\"kind\":\"speed\"}},{\"title\":\"Depth past the first page\",\"description\":\"Page through results with start and control how many come back with num, so keywords ranking at 40 or 80 are measurable rather than reported as absent.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Pagination\",\"lines\":[{\"key\":\"\\\"start\\\"\",\"value\":\": 0 | 10 | 20 …\"},{\"key\":\"\\\"num\\\"\",\"value\":\": results per page\"},{\"key\":\"pagination\",\"value\":\".next\"}]}},{\"title\":\"Same keyword, different market\",\"description\":\"Country, language, and city are request parameters, not separate products. One integration covers every market a client operates in, at the same per-request price.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Market Parameters\",\"lines\":[{\"key\":\"\\\"gl\\\"\",\"value\":\": \\\"us\\\" \\\"hl\\\": \\\"en\\\"\"},{\"key\":\"\\\"location\\\"\",\"value\":\": city level\"},{\"key\":\"\\\"google_domain\\\"\",\"value\":\": per market\"}]}},{\"title\":\"You pay for readings, not attempts\",\"description\":\"Every blocked request retried at our cost is a line item that never reaches your invoice. On a daily job across tens of thousands of keywords, that gap is the whole margin.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Pricing\",\"lines\":[{\"text\":\"$$1.00 / 1K requests\"},{\"text\":\"under $0.50 at volume\"},{\"text\":\"failed requests not billed\"}]}}]},\"google-search-ai-models\":{\"title\":\"Built for AI application teams, RAG platforms, and agent developers\",\"features\":[{\"title\":\"The fastest response in the category\",\"description\":\"In an agent loop latency is multiplied, not added: several sub-queries per turn, several turns per session. Sub-second retrieval is the difference between a tool the model uses freely a"])</script><script>self.__next_f.push([1,"nd one you have to ration.\",\"panel\":{\"kind\":\"speed\"}},{\"title\":\"Callable directly by agents\",\"description\":\"Available as an MCP server and through official SDKs, so Claude Code, Cursor, and framework-based agents can call search without wrapper code in between.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Agent Access\",\"lines\":[{\"key\":\"MCP\",\"value\":\" server\"},{\"text\":\"Python / Node / Go SDKs\"},{\"text\":\"n8n verified node\"},{\"text\":\"webhook delivery\"}]}},{\"title\":\"Answers you can cite\",\"description\":\"Every result carries a URL and a publisher name, so generated answers can show their sources. That is usually what turns an internal demo into something a company will deploy.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Citation Fields\",\"lines\":[{\"key\":\"organic_results[]\",\"value\":\".link\"},{\"key\":\"organic_results[]\",\"value\":\".source\"},{\"key\":\"knowledge_graph\",\"value\":\"{}\"},{\"key\":\"metadata\",\"value\":\".rawUrl\"}]}},{\"title\":\"Billing that tracks usage, not seats\",\"description\":\"Agent traffic is bursty and hard to forecast. Per-successful-request pricing means a quiet week costs less and a spike doesn't break a plan tier.\",\"panel\":{\"kind\":\"spec\",\"label\":\"Pricing\",\"lines\":[{\"text\":\"$$1.00 / 1K requests\"},{\"text\":\"under $0.50 at volume\"},{\"text\":\"failed requests not billed\"}]}}]},\"google-search-local-seo\":{\"title\":\"Built for multi-location brands, local agencies, and franchise teams\",\"features\":[{\"title\":\"The fastest response in the category\",\"description\":\"Local reporting multiplies keywords by locations, so a grid gets large quickly. Sub-second responses are what keep a thousand-market refresh inside a nightly window.\",\"panel\":{\"kind\":\"speed\"}},{\"title\":\"Down to the postal code\",\"description\":\"Query as a searcher standing in a specific city, metro, or ZIP. 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Per-successful-request pricing fits that shape better than a seat licence. Start at $1 per 1,000 and move down the curve.\",\"basic\":{\"name\":\"Basic\",\"unit\":\"/1K\",\"rate\":\"Pay as you"])</script><script>self.__next_f.push([1," go\",\"cta\":\"Try for Free\",\"description\":\"No commitment. Consumption-based pricing at list rates.\"},\"business\":{\"name\":\"Business\",\"unit\":\"/month\",\"rate\":\"→ {price}/1K requests\",\"cta\":\"Talk to an expert\",\"description\":\"{price} then consumption-based pricing at {discount} off. Most common for agency and platform workloads.\",\"badge\":\"Most popular\"},\"custom\":{\"name\":\"Custom\",\"price\":\"Custom\",\"rate\":\"under $0.50/1K at volume\",\"cta\":\"Talk to an expert\",\"description\":\"Volume rates, dedicated concurrency, and a named solutions engineer.\"},\"footerLink\":\"See all plans and the full pricing table on the Google Search API product page\"},\"google-search-travel-data\":{\"title\":\"Plans built for travel visibility tracking\",\"subtitle\":\"Tracking cost is queries multiplied by origin markets multiplied by frequency, so effective cost per successful request decides how many markets you can watch. Start at $1 per 1,000 and move down the curve.\",\"basic\":{\"name\":\"Basic\",\"unit\":\"/1K\",\"rate\":\"Pay as you go\",\"cta\":\"Try for Free\",\"description\":\"No commitment. Consumption-based pricing at list rates.\"},\"business\":{\"name\":\"Business\",\"unit\":\"/month\",\"rate\":\"→ {price}/1K requests\",\"cta\":\"Talk to an expert\",\"description\":\"{price} then consumption-based pricing at {discount} off. Most common for agency and platform workloads.\",\"badge\":\"Most popular\"},\"custom\":{\"name\":\"Custom\",\"price\":\"Custom\",\"rate\":\"under $0.50/1K at volume\",\"cta\":\"Talk to an expert\",\"description\":\"Volume rates, dedicated concurrency, and a named solutions engineer.\"},\"footerLink\":\"See all plans and the full pricing table on the Google Search API product page\"},\"google-search-product-research\":{\"title\":\"Plans built for research workloads\",\"subtitle\":\"Research traffic is bursty — quiet between studies, heavy during one. Per-successful-request pricing fits that shape better than a seat licence. Start at $1 per 1,000 and move down the curve as scans grow.\",\"basic\":{\"name\":\"Basic\",\"unit\":\"/1K\",\"rate\":\"Pay as you go\",\"cta\":\"Try for Free\",\"description\":\"No commitment. Consumption-based pricing at list rates.\"},\"business\":{\"name\":\"Business\",\"unit\":\"/month\",\"rate\":\"→ {price}/1K requests\",\"cta\":\"Talk to an expert\",\"description\":\"{price} then consumption-based pricing at {discount} off. Most common for agency and platform workloads.\",\"badge\":\"Most popular\"},\"custom\":{\"name\":\"Custom\",\"price\":\"Custom\",\"rate\":\"under $0.50/1K at volume\",\"cta\":\"Talk to an expert\",\"description\":\"Volume rates, dedicated concurrency, and a named solutions engineer.\"},\"footerLink\":\"See all plans and the full pricing table on the Google Search API product page\"},\"google-search-price-monitoring\":{\"title\":\"Plans built for catalogue-scale monitoring\",\"subtitle\":\"Monitoring cost is SKUs multiplied by markets multiplied by refresh rate, so effective cost per successful reading decides how fresh your data can be. Start at $1 per 1,000 and move down the curve as the catalogue grows.\",\"basic\":{\"name\":\"Basic\",\"unit\":\"/1K\",\"rate\":\"Pay as you go\",\"cta\":\"Try for Free\",\"description\":\"No commitment. Consumption-based pricing at list rates.\"},\"business\":{\"name\":\"Business\",\"unit\":\"/month\",\"rate\":\"→ {price}/1K requests\",\"cta\":\"Talk to an expert\",\"description\":\"{price} then consumption-based pricing at {discount} off. Most common for agency and platform workloads.\",\"badge\":\"Most popular\"},\"custom\":{\"name\":\"Custom\",\"price\":\"Custom\",\"rate\":\"under $0.50/1K at volume\",\"cta\":\"Talk to an expert\",\"description\":\"Volume rates, dedicated concurrency, and a named solutions engineer.\"},\"footerLink\":\"See all plans and the full pricing table on the Google Search API product page\"},\"google-search-rank-tracking\":{\"title\":\"Plans built for daily tracking jobs\",\"subtitle\":\"Tracking cost is keywords multiplied by markets multiplied by frequency, so effective cost per successful reading is the number that matters. Start at $1 per 1,000 and move down the curve as the set grows.\",\"basic\":{\"name\":\"Basic\",\"unit\":\"/1K\",\"rate\":\"Pay as you go\",\"cta\":\"Try for Free\",\"description\":\"No commitment. Consumption-based pricing at list rates.\"},\"business\":{\"name\":\"Busine"])</script><script>self.__next_f.push([1,"ss\",\"unit\":\"/month\",\"rate\":\"→ {price}/1K requests\",\"cta\":\"Talk to an expert\",\"description\":\"{price} then consumption-based pricing at {discount} off. Most common for agency and platform workloads.\",\"badge\":\"Most popular\"},\"custom\":{\"name\":\"Custom\",\"price\":\"Custom\",\"rate\":\"under $0.50/1K at volume\",\"cta\":\"Talk to an expert\",\"description\":\"Volume rates, dedicated concurrency, and a named solutions engineer.\"},\"footerLink\":\"See all plans and the full pricing table on the Google Search API product page\"},\"google-search-ai-models\":{\"title\":\"Plans built for agent and RAG workloads\",\"subtitle\":\"Agent traffic is unpredictable by nature, so per-request pricing fits it better than seats. Start at $1 per 1,000 successful requests and move down the curve as usage grows.\",\"basic\":{\"name\":\"Basic\",\"unit\":\"/1K\",\"rate\":\"Pay as you go\",\"cta\":\"Try for Free\",\"description\":\"No commitment. Consumption-based pricing at list rates.\"},\"business\":{\"name\":\"Business\",\"unit\":\"/month\",\"rate\":\"→ {price}/1K requests\",\"cta\":\"Talk to an expert\",\"description\":\"{price} then consumption-based pricing at {discount} off. Most common for agency and platform workloads.\",\"badge\":\"Most popular\"},\"custom\":{\"name\":\"Custom\",\"price\":\"Custom\",\"rate\":\"under $0.50/1K at volume\",\"cta\":\"Talk to an expert\",\"description\":\"Volume rates, dedicated concurrency, and a named solutions engineer.\"},\"footerLink\":\"See all plans and the full pricing table on the Google Search API product page\"},\"google-search-local-seo\":{\"title\":\"Plans built for local reporting grids\",\"subtitle\":\"Local coverage means keywords multiplied by locations, so effective cost per successful request decides how many markets you can afford. Start at $1 per 1,000 and move down the curve as the grid grows.\",\"basic\":{\"name\":\"Basic\",\"unit\":\"/1K\",\"rate\":\"Pay as you go\",\"cta\":\"Try for Free\",\"description\":\"No commitment. Consumption-based pricing at list rates.\"},\"business\":{\"name\":\"Business\",\"unit\":\"/month\",\"rate\":\"→ {price}/1K requests\",\"cta\":\"Talk to an expert\",\"description\":\"{price} then consumption-based pricing at {discount} off. Most common for agency and platform workloads.\",\"badge\":\"Most popular\"},\"custom\":{\"name\":\"Custom\",\"price\":\"Custom\",\"rate\":\"under $0.50/1K at volume\",\"cta\":\"Talk to an expert\",\"description\":\"Volume rates, dedicated concurrency, and a named solutions engineer.\"},\"footerLink\":\"See all plans and the full pricing table on the Google Search API product page\"},\"google-search-ai-geo\":{\"title\":\"Plans built for GEO monitoring\",\"subtitle\":\"Start at $1 per 1,000 successful requests and move down the curve as your prompt set grows. Requests that return shopping data are billed at twice the base rate, because extracting embedded product information costs more to run.\",\"basic\":{\"name\":\"Basic\",\"unit\":\"/1K\",\"rate\":\"Pay as you go\",\"cta\":\"Try for Free\",\"description\":\"No commitment. Consumption-based pricing at list rates.\"},\"business\":{\"name\":\"Business\",\"unit\":\"/month\",\"rate\":\"→ {price}/1K requests\",\"cta\":\"Talk to an expert\",\"description\":\"{price} then consumption-based pricing at {discount} off. Most common for agency and platform workloads.\",\"badge\":\"Most popular\"},\"custom\":{\"name\":\"Custom\",\"price\":\"Custom\",\"rate\":\"under $0.50/1K at volume\",\"cta\":\"Talk to an expert\",\"description\":\"Volume rates, dedicated concurrency, and a named solutions engineer.\"},\"footerLink\":\"See all plans and the full pricing table on the Google Search API product page\"}},\"stack\":{\"google-search-seo\":{\"title\":\"Drops into the stack you already run\",\"description\":\"Official SDKs and verified nodes, so a scheduled rank pull is a configuration task rather than a build.\",\"footer\":\"Need implementation details? \u003cproduct\u003eView product details\u003c/product\u003e or \u003cdocs\u003eopen the Google Search API docs\u003c/docs\u003e for the full parameter list, response schema, and SDK examples.\"},\"google-search-ad-verification\":{\"title\":\"Drops into the stack you already run\",\"description\":\"Official SDKs and verified nodes, so a scheduled rank pull is a configuration task rather than a build.\",\"footer\":\"Need implementation details? \u003cproduct\u003eView product details\u003c/pr"])</script><script>self.__next_f.push([1,"oduct\u003e or \u003cdocs\u003eopen the Google Search API docs\u003c/docs\u003e for the full parameter list, response schema, and SDK examples.\"},\"google-search-news-monitoring\":{\"title\":\"Drops into the stack you already run\",\"description\":\"Official SDKs and verified nodes, so a scheduled rank pull is a configuration task rather than a build.\",\"footer\":\"Need implementation details? \u003cproduct\u003eView product details\u003c/product\u003e or \u003cdocs\u003eopen the Google Search API docs\u003c/docs\u003e for the full parameter list, response schema, and SDK examples.\"},\"google-search-brand-monitoring\":{\"title\":\"Drops into the stack you already run\",\"description\":\"Official SDKs and verified nodes, so a scheduled rank pull is a configuration task rather than a build.\",\"footer\":\"Need implementation details? \u003cproduct\u003eView product details\u003c/product\u003e or \u003cdocs\u003eopen the Google Search API docs\u003c/docs\u003e for the full parameter list, response schema, and SDK examples.\"},\"google-search-image-search\":{\"title\":\"Drops into the stack you already run\",\"description\":\"Official SDKs and verified nodes, so a scheduled rank pull is a configuration task rather than a build.\",\"footer\":\"Need implementation details? \u003cproduct\u003eView product details\u003c/product\u003e or \u003cdocs\u003eopen the Google Search API docs\u003c/docs\u003e for the full parameter list, response schema, and SDK examples.\"},\"google-search-academic-research\":{\"title\":\"Drops into the stack you already run\",\"description\":\"Official SDKs and verified nodes, so a scheduled rank pull is a configuration task rather than a build.\",\"footer\":\"Need implementation details? \u003cproduct\u003eView product details\u003c/product\u003e or \u003cdocs\u003eopen the Google Search API docs\u003c/docs\u003e for the full parameter list, response schema, and SDK examples.\"},\"google-search-travel-data\":{\"title\":\"Drops into the stack you already run\",\"description\":\"Official SDKs and verified nodes, so a scheduled rank pull is a configuration task rather than a build.\",\"footer\":\"Need implementation details? \u003cproduct\u003eView product details\u003c/product\u003e or \u003cdocs\u003eopen the Google Search API docs\u003c/docs\u003e for the full parameter list, response schema, and SDK examples.\"},\"google-search-product-research\":{\"title\":\"Drops into the stack you already run\",\"description\":\"Official SDKs and verified nodes, so a scheduled rank pull is a configuration task rather than a build.\",\"footer\":\"Need implementation details? \u003cproduct\u003eView product details\u003c/product\u003e or \u003cdocs\u003eopen the Google Search API docs\u003c/docs\u003e for the full parameter list, response schema, and SDK examples.\"},\"google-search-price-monitoring\":{\"title\":\"Drops into the stack you already run\",\"description\":\"Official SDKs and verified nodes, so a scheduled rank pull is a configuration task rather than a build.\",\"footer\":\"Need implementation details? \u003cproduct\u003eView product details\u003c/product\u003e or \u003cdocs\u003eopen the Google Search API docs\u003c/docs\u003e for the full parameter list, response schema, and SDK examples.\"},\"google-search-rank-tracking\":{\"title\":\"Drops into the stack you already run\",\"description\":\"Official SDKs and verified nodes, so a scheduled rank pull is a configuration task rather than a build.\",\"footer\":\"Need implementation details? \u003cproduct\u003eView product details\u003c/product\u003e or \u003cdocs\u003eopen the Google Search API docs\u003c/docs\u003e for the full parameter list, response schema, and SDK examples.\"},\"google-search-ai-models\":{\"title\":\"Drops into the stack you already run\",\"description\":\"Official SDKs and verified nodes, so a scheduled rank pull is a configuration task rather than a build.\",\"footer\":\"Need implementation details? \u003cproduct\u003eView product details\u003c/product\u003e or \u003cdocs\u003eopen the Google Search API docs\u003c/docs\u003e for the full parameter list, response schema, and SDK examples.\"},\"google-search-local-seo\":{\"title\":\"Drops into the stack you already run\",\"description\":\"Official SDKs and verified nodes, so a scheduled rank pull is a configuration task rather than a build.\",\"footer\":\"Need implementation details? \u003cproduct\u003eView product details\u003c/product\u003e or \u003cdocs\u003eopen the Google Search API docs\u003c/docs\u003e for the full parameter list, response schema, and SDK examples.\"},\"google-search-ai-geo\":{\"title\":\"Drops into the stack you alr"])</script><script>self.__next_f.push([1,"eady run\",\"description\":\"Official SDKs, verified nodes, and webhook delivery, so a scheduled GEO audit is a configuration task rather than a build.\",\"footer\":\"Need implementation details? \u003cproduct\u003eView product details\u003c/product\u003e or \u003cdocs\u003eopen the AI Scraper docs\u003c/docs\u003e for the full parameter list, response schema, and SDK examples.\"}}},\"googleSearchApi\":{\"cta\":{\"title\":\"Make Google Search API part of your product\",\"subtitle\":\"Explore the API, review the response schema, then continue to production access.\"},\"pricing\":{\"title\":\"Google Search API pricing\",\"subtitle\":\"Start with consumption-based pricing, then lower your cost per 1,000 successful queries as usage grows.\",\"featureTitle\":\"All plans include\",\"featureItem1\":\"Structured JSON\",\"featureItem2\":\"Google AI Overview\",\"featureItem3\":\"Google AI Mode\",\"featureItem4\":\"LLM-ready output\",\"featureItem5\":\"Location targeting\",\"featureItem6\":\"High-concurrency support\",\"featureItem7\":\"Pay only for success\"},\"qa\":{\"title\":\"Frequently asked questions\",\"items\":[{\"label\":\"What makes Google Search API reliable at scale?\",\"desc\":\"Automatic retries, location-aware infrastructure and normalized response handling help teams run recurring and high-volume search workflows without managing collection infrastructure themselves.\"},{\"label\":\"Which Google result types can I retrieve?\",\"desc\":\"Google Search API supports structured results and related scenarios such as Shopping, Maps, Jobs, Flights, Hotels, News and Trends. Exact fields should be aligned with the latest documentation before publishing.\"},{\"label\":\"Can I localize a search request?\",\"desc\":\"Yes. The request model supports regional context such as country, language, location and device so teams can compare results across markets.\"},{\"label\":\"How do I integrate the response?\",\"desc\":\"Send an HTTP request from your preferred language and process the normalized JSON in your application, dashboard or data pipeline.\"}]},\"highlights\":[{\"title\":\"Fast retrieval\",\"desc\":\"Collect fresh Google search results for time-sensitive workflows.\"},{\"title\":\"Location-aware\",\"desc\":\"Shape requests by country, language, location and device.\"},{\"title\":\"Analysis-ready\",\"desc\":\"Use normalized JSON without parsing search result pages yourself.\"},{\"title\":\"Built to scale\",\"desc\":\"Move from individual queries to recurring production workloads.\"}],\"apiFamilies\":{\"title\":\"Effortlessly retrieve structured data with APIs\",\"subtitle\":\"Explore the major Google API families available through one consistent product experience.\"},\"structuredResults\":{\"title\":\"Structured search results, ready for your workflow\",\"subtitle\":\"Configure a request once and receive consistent fields that applications, dashboards and data pipelines can process immediately. Spend less time maintaining collection infrastructure and more time using search results.\",\"items\":[{\"icon\":\"organic\",\"name\":\"Organic search results\",\"description\":\"Retrieve position, title, URL, displayed link, snippet and source context in a structured Google Search API response.\"},{\"icon\":\"localized\",\"name\":\"Localized search context\",\"description\":\"Control country, language, location and device to compare how Google search results change across markets.\"},{\"icon\":\"serp\",\"name\":\"Google SERP features\",\"description\":\"Capture rich search result types alongside standard organic listings so downstream systems receive fuller page context.\"},{\"icon\":\"metadata\",\"name\":\"Consistent request metadata\",\"description\":\"Keep query parameters and response context attached to each request for monitoring, auditing and repeatable analysis.\"}]},\"aiContext\":{\"title\":\"Give AI systems current, source-aware search context\",\"subtitle\":\"Connect Google Search API with LLMs, AI agents and RAG pipelines to add current search context beyond a model's training data. Retrieve AI-generated answers, linked sources and supporting search results in structured output for grounding, citation analysis and AI visibility monitoring.\",\"items\":[{\"key\":\"aiOverview\",\"name\":\"Google AI Overview\",\"exploreLabel\":\"Explore Google AI Overview\",\"description\":\"Capture AI-gener"])</script><script>self.__next_f.push([1,"ated summaries, cited sources and supporting organic context in a structured response. Monitor brand visibility, source inclusion and topic coverage across queries and markets.\",\"features\":[\"AI answer and citation context\",\"Supporting organic search results\",\"Market and device parameters\"]},{\"key\":\"aiMode\",\"name\":\"Google AI Mode\",\"exploreLabel\":\"Explore Google AI Mode\",\"description\":\"Retrieve conversational search responses and linked source context for AI search intelligence, assistants and discovery products. Feed current, attributable results into retrieval and evaluation workflows.\",\"features\":[\"Conversational response context\",\"Linked source attribution\",\"Output for agents and RAG pipelines\"]}]},\"workflow\":{\"title\":\"From query to production in one clean workflow\",\"docsLabel\":\"Read the docs\",\"steps\":[{\"name\":\"Set parameters\",\"description\":\"Choose query, market, language, device and response options.\"},{\"name\":\"Send one request\",\"description\":\"Use cURL, Python, Node.js or any HTTP client.\"},{\"name\":\"Use normalized JSON\",\"description\":\"Feed results into your dashboard, model, application or data pipeline.\"}],\"codeTabs\":[{\"tab\":\"cURL\",\"language\":\"bash\",\"content\":\"curl -X POST 'https://api.scrapeless.com/api/v1/scraper/request' \\\\\\n -H 'Content-Type: application/json' \\\\\\n -H 'x-api-token: YOUR_API_KEY' \\\\\\n --data '{\\n \\\"query\\\": \\\"best ergonomic office chair\\\",\\n \\\"country\\\": \\\"US\\\",\\n \\\"language\\\": \\\"en\\\",\\n \\\"device\\\": \\\"desktop\\\"\\n}'\"},{\"tab\":\"Python\",\"language\":\"python\",\"content\":\"import requests\\n\\nresponse = requests.post(\\n \\\"https://api.scrapeless.com/api/v1/scraper/request\\\",\\n headers={\\n \\\"Content-Type\\\": \\\"application/json\\\",\\n \\\"x-api-token\\\": \\\"YOUR_API_KEY\\\",\\n },\\n json={\\n \\\"query\\\": \\\"best ergonomic office chair\\\",\\n \\\"country\\\": \\\"US\\\",\\n \\\"language\\\": \\\"en\\\",\\n \\\"device\\\": \\\"desktop\\\",\\n },\\n)\\n\\nprint(response.json())\"},{\"tab\":\"Node.js\",\"language\":\"javascript\",\"content\":\"const response = await fetch(\\\"https://api.scrapeless.com/api/v1/scraper/request\\\", {\\n method: \\\"POST\\\",\\n headers: {\\n \\\"Content-Type\\\": \\\"application/json\\\",\\n \\\"x-api-token\\\": \\\"YOUR_API_KEY\\\",\\n },\\n body: JSON.stringify({\\n query: \\\"best ergonomic office chair\\\",\\n country: \\\"US\\\",\\n language: \\\"en\\\",\\n device: \\\"desktop\\\",\\n }),\\n})\\n\\nconst data = await response.json()\\nconsole.log(data)\"}]},\"useCases\":{\"title\":\"Build search workflows around the decisions that matter\",\"subtitle\":\"Google Search API supports repeatable workflows across growth, commerce, research and product teams. Start with a focused search use case, then expand across queries, locations, devices and result types.\",\"items\":[{\"icon\":\"seo\",\"name\":\"SEO rank tracking\",\"description\":\"Track keyword positions, ranking URLs and Google SERP features across locations and devices to measure organic search visibility over time.\"},{\"icon\":\"market\",\"name\":\"Market and competitor research\",\"description\":\"Compare the brands, products and publishers appearing for important queries to understand category presence and changing market narratives.\"},{\"icon\":\"ecommerce\",\"name\":\"Ecommerce and price monitoring\",\"description\":\"Organize public product listings, merchants, prices, ratings and Shopping visibility for selected products and commercial categories.\"},{\"icon\":\"local\",\"name\":\"Local search intelligence\",\"description\":\"Monitor local rankings, Maps presence, business listings and review signals across cities or regions without repetitive manual searches.\"},{\"icon\":\"news\",\"name\":\"News and trend monitoring\",\"description\":\"Follow headlines, publishers, trending topics and changes in result composition to surface emerging stories and audience interest.\"},{\"icon\":\"ai\",\"name\":\"Search-powered AI and applications\",\"description\":\"Supply agents, assistants, internal search tools and customer experiences with fresh, structured and source-aware retrieval context.\"}],\"cta\":{\"title\":\"Need a complete Google Search API solution?\",\"description\":\"Explore how SEO, commerce, market research and product teams turn"])</script><script>self.__next_f.push([1," structured search results into monitoring, analysis and decision-making workflows.\",\"button\":\"Explore Google Search API solutions\"}},\"playground\":{\"title\":\"Explore Google Search API\",\"subtitle\":\"Choose a search workflow, configure location and device, and inspect the structured response.\",\"workflowLabel\":\"Search workflow\",\"workflow\":{\"rankTracking\":\"Rank tracking\",\"shoppingIntelligence\":\"Shopping intelligence\",\"localDiscovery\":\"Local discovery\"},\"queryLabel\":\"Query\",\"locationLabel\":\"Location\",\"deviceLabel\":\"Device\",\"runButton\":\"Run Search\",\"jsonTab\":\"JSON\",\"renderedTab\":\"Rendered\",\"note\":\"Note: Continue in the \u003cdashboard\u003edashboard\u003c/dashboard\u003e to configure additional parameters and production access.\"}},\"deepSerpApi\":{\"banner\":{\"title\":\"Extract Structured \u003cv\u003e\u003c/v\u003e At Scale\",\"description\":\"1-2 Seconds for Lightning-Fast SERP Queries\",\"search\":\"Start Deep Serp\",\"searchInputPlaceholder\":\"Search, Extract, Integrate, for example: Scrapeless\",\"sourceTitle\":\"Extract Structured Google Search Data At Scale\",\"webSearch\":\"Web Search\",\"forDataResult\":\"For Data Demanders\",\"exploreFullPlayground\":\"Explore Full Playground\",\"searchInputEmpty\":\"Please enter what you want to search for first\",\"forAiResult\":\"For LLMs and RAG\",\"searchError\":\"Search failed\",\"searchData\":\"Search Data\"},\"instantWebData\":{\"title\":\"Instant Web Data Capture\",\"description\":\"Extract and Integrate Large-Scale Search Engine Data Using Deep SerpApi\",\"features\":{\"0\":{\"description1\":\"Covering 20+ Google SERP scenarios and mainstream search engines.\",\"description2\":\"Compatible with major programming languages and tools like Python, Node.js, Golang, making integration seamless.\",\"description3\":\"No need to develop or maintain search engine scraping tools, extracting large-scale data via API.\",\"title\":\"Accurate Data, Any Location\"},\"1\":{\"description1\":\"Free trial available for all scenarios, with prices as low as ${v}/1K queries, minimizing data acquisition costs.\",\"description2\":\"Average response time is only 1-2 seconds, which allows for quick data retrieval and improved business response capabilities.\",\"title\":\"Quick Response\"},\"2\":{\"description1\":\"Empowering your AI LLMs with real-time, accurate search results tailored for LLMs and RAG.\",\"description2\":\"Fast, reliable access with accurate results, and relevant content snippets optimized for AI processing.\",\"title\":\"Connect Your LLM to the Web\"}}},\"customParams\":{\"title\":\"Customize Parameters \\nfor Precise Search Data Extraction\",\"description\":\"Supports Search Engine Selection, Geolocation, Localization Settings,\\nField Filtering, and More Parameter Combinations\",\"features\":{\"0\":{\"title\":\"Explore Convenient Workflow of Playground\",\"description\":\"Search in the Playground → Validate search data → Copy generated code → Integrate into project\"},\"1\":{\"title\":\"Use API for Stable, Large-Scale Data Retrieval\",\"description\":\"APIs provide reliable support for stable crawling and high-concurrency large-scale data operations.\"},\"2\":{\"title\":\"No More Worries about Proxies and Captchas\",\"description\":\"Deep SerpApi has built-in infrastructure and web unlocking capabilities to enable seamless data collection.\"},\"3\":{\"title\":\"Custom Parameters Configuration and Rapid Code Integration\",\"description\":\"Featuring 20+ custom parameters, it returns structured data in JSON format and auto-generates code for seamless project integration.\"}},\"inputParameter\":\"Input parameters\",\"inputParams\":{\"query\":\"Parameter defines the query or queries to search.\",\"date\":\"Parameter is used to define the date.\",\"dataType\":\"Parameter defines the type of search.\",\"language\":\"Parameter defines the language for the Google search.\",\"timeZone\":\"Parameter is used to define the time zone offset.\",\"location\":\"Parameter defines the location from where the search originates.\",\"region\":\"Parameter is used to get more specific results.\",\"category\":\"Parameter is used to define the search category.\",\"gprop\":\"Parameter is used to sort results by property.\",\"googleSearch\":{\"query\":\"Define the query you want to search.\",\"location\":\"Define the location where the search will o"])</script><script>self.__next_f.push([1,"riginate.\",\"uule\":\"Define the Google encoded location you want to use.\",\"ludocid\":\"Define the ID of the Google My Business listing to scrape.\",\"lsig\":\"Used to force the knowledge graph map view to display.\",\"kgmid\":\"Define the ID of the Google Knowledge Graph listing to scrape.\",\"si\":\"Define the cached search query of the original encrypted search parameters.\",\"ibp\":\"Responsible for rendering layouts and expansions for certain elements.\",\"uds\":\"Enable filtered search.\",\"google_domain\":\"Define the Google domain to use.\",\"gl\":\"Define the country code to use for Google search.\",\"hl\":\"Defines the language to use for Google search.\",\"cr\":\"Defines one or more countries to limit the search\",\"lr\":\"Defines one or more languages to limit the search\",\"tbs\":\"Defines advanced search conditions.\",\"safe\":\"Defines the filtering level for adult content.\",\"nfpr\":\"Defines whether to exclude results from auto-corrected queries due to spelling errors.\",\"filter\":\"Defines whether to enable filters for 'Similar Results' and 'Omitted Results'.\",\"tbm\":\"Defines the type of search.\",\"start\":\"Defines the result offset for pagination.\",\"num\":\"Defines the maximum number of results to return.\",\"device\":\"Defines the device type to use.\"},\"googleMaps\":{\"query\":\"Define the query you want to search.\",\"ll\":\"Define the GPS coordinates of the location where the search will originate.\",\"google_domain\":\"Define the Google domain to use.\",\"hl\":\"Define the language to use for Google Maps search.\",\"gl\":\"Define the country to use for Google Maps search.\",\"data\":\"Used to filter search results.\",\"place_id\":\"Define the unique location identifier on Google Maps.\",\"type\":\"Define the type of search.\",\"engine\":\"Set to google_maps to use the Google Maps API engine.\"},\"googleFlights\":{\"departure_id\":\"Departure airport code or location.\",\"arrival_id\":\"Arrival airport code or location.\",\"gl\":\"The country used in Google Flight Search.\",\"hl\":\"The language used in Google Flight Search.\",\"currency\":\"The currency type in which the price is returned.\",\"data_type\":\"Flight type.\",\"outbound_date\":\"Define the outbound date.\",\"return_date\":\"Define the return date.\",\"travel_class\":\"Define the travel class.\",\"multi_city_json\":\"Multi-city flight information.\",\"show_hidden\":\"Hidden flight results.\",\"deep_search\":\"Setting to true may yield better results.\",\"adults\":\"Define the number of adults.\",\"children\":\"Define the number of children.\",\"infants_in_seat\":\"Define the number of infants in seats.\",\"infants_on_lap\":\"Define the number of infants on lap.\",\"stops\":\"Define the number of stops for the flight.\",\"exclude_airlines\":\"Define the airline codes to exclude.\",\"include_airlines\":\"Define the airline codes to include.\",\"bags\":\"Define the number of carry-on bags.\",\"max_price\":\"Define the maximum ticket price.\",\"outbound_times\":\"Define the outbound time range.\",\"return_times\":\"Return time range.\",\"emissions\":\"Define the emission level of the flight.\",\"layover_duration\":\"Define the connecting airport codes to exclude.\",\"max_duration\":\"Used to select flights and get return flights.\"},\"googleJobs\":{\"engine\":\"Set to google_jobs to use the Google Jobs API engine.\",\"query\":\"Define the query you want to search.\",\"uule\":\"Define the Google encoded location you want to use for the search.\",\"google_domain\":\"Define the Google domain to use.\",\"gl\":\"Define the country to use for Google search.\",\"hl\":\"Define the language to use for Google Jobs search.\",\"next_page_token\":\"Define the next page token.\",\"lrad\":\"Define the search radius\",\"ltype\":\"Filter search results using this parameter.\",\"uds\":\"Enable this parameter to filter search.\"}},\"moreServicesComingSoon\":\"More service coming soon\",\"goToViewAllServices\":\"Go to Deep SerpApi to \u003cv\u003eview all services \u003c/v\u003e\"},\"retrieveStructuredData\":{\"title\":\"Effortlessly Retrieve Structured Data with APIs\",\"description\":\"Covering 20+ Google Scenarios and Mainstream Search Engines\",\"features\":{\"0\":{\"title\":\"Google Trends API\",\"desc\":\"Learn what people are searching for. Get the latest trending data on popular topics and more.\"},\"1\":{\"title\":\"Google Flights API\",\"desc\":\"Check fli"])</script><script>self.__next_f.push([1,"ght schedules, fare information, remaining seats, etc. to facilitate travel and track the cheapest flights.\"},\"2\":{\"title\":\"Google Search API\",\"desc\":\"Quickly obtain information such as Google Hotel name, price, rating, comment, location, etc.\"},\"3\":{\"title\":\"Google Images API\",\"desc\":\"Search for images of different sizes, colors and types, including photos, illustrations, and vector graphics.\"},\"4\":{\"title\":\"Google News API\",\"desc\":\"Extract online news within organic results, including thumbnail, description, and target URL.\"},\"5\":{\"title\":\"Google Local API\",\"desc\":\"Mining public local business information, such as business name, address, contact information, business hours, etc.\"},\"6\":{\"title\":\"Google Maps API\",\"desc\":\"Retrieve public Google Maps search results for local businesses like stores, restaurants, and more.\"},\"7\":{\"desc\":\"Explore job information such as job titles, company details, job locations, and salary packages.\",\"title\":\"Google Jobs API\"},\"8\":{\"title\":\"Google Shopping API\",\"desc\":\"Obtain product images, prices, merchant information, and number of reviews.\"},\"9\":{\"desc\":\"Retrieve academic papers, journals, and other literature, retrieve data including titles, authors, publication dates, citation counts, and abstracts.\",\"title\":\"Google Scholar API\"},\"10\":{\"desc\":\"Use image recognition technology to identify objects and text, and retrieve related search results, including images, articles, and links\",\"title\":\"Google Lens API\"},\"11\":{\"title\":\"Google Reverse Image API\",\"desc\":\"Provide reverse image search functionality to find similar images and related web content, including related images, articles, videos, and links.\"},\"12\":{\"title\":\"Google Finance API\",\"desc\":\"Provide financial market and futures data, retrieving asset prices, trends, trading volumes, and more for stocks, currencies, and futures.\"},\"13\":{\"desc\":\"Retrieving detailed hotel information, obtain data such as name, address, phone number, brand, price, rating, reviews, etc.\",\"title\":\"Google Hotels APl\"}}},\"blogTitle\":\"More Google Search Scraping Solutions\",\"compliance\":{\"content\":\"Deep SerpApi strictly adheres to the First Amendment of the U.S. Constitution, Google's Terms of Service, Privacy Policy, and robots.txt protocol, ensuring legal and secure data crawling and processing.\\n\\nIf an entity engages in illegal activities such as cybercrime or terrorism, our services will not be provided. All crawled public data is encrypted, anonymized, and de-identified to ensure no user privacy is compromised, fully complying with the GDPR.\"},\"pricing\":{\"tagText\":\"Madness Offers\"},\"ads\":{\"title\":\"🎯 A \u003cv\u003efully compliant\u003c/v\u003e SERP API with the most \u003cv\u003ecomprehensive field coverage\u003c/v\u003e, delivering high-quality search data for enterprises. \u003cd\u003eGet 2,000 Free API Calls\u003c/d\u003e\"},\"aiSummary\":{\"dataSources\":\"Data sources\",\"tips\":\"Powerful AI summarization support. \\nUsing Deep SerpApi for efficient data extraction \u003e\",\"aiSearch\":\"From \u003cv\u003e\u003c/v\u003e Data Sources\"}},\"faqs\":{\"banner\":{\"title\":\"Scrapeless – Frequently Asked Questions\",\"description\":\"Find Answers to Your Most Common Technical Questions.\",\"button\":\"Need help? Contact Us\"},\"contactUs\":\"Need help? Contact Us\",\"detail\":{\"home\":\"Home\",\"faqs\":\"FAQs\"},\"relatedQuestions\":\"Potential Related Questions\"},\"glossary\":{\"banner\":{\"title\":\"Data Extraction Glossary\",\"description\":\"Discover key terms and concepts in public data collection, from scraping and cleaning to proxy servers and AI.Gain the knowledge you need to navigate the entire data lifecycle with confidence.\",\"searchTips\":\"*Search the glossary using the shortcut keys on the left.\"},\"relatedGlossary\":\"Potential Related Glossary\",\"detail\":{\"home\":\"Home\",\"glossary\":\"Glossary\"}},\"integration\":{\"banner\":{\"title\":\"Web Scraping Integration\",\"desc\":\"Easily integrate Scrapeless with top tools. Follow our guides for seamless web scraping and\\noptimized data extraction.\"}},\"alternative\":{\"banner\":{\"title\":\"Alternative to Scrapeless\",\"desc\":\"Looking for the best web scraping platform? Compare Scrapeless with other alternatives to\\ndiscover why we stand out.\"},\"listBanner\":{\"t"])</script><script>self.__next_f.push([1,"itle\":\"Platform Alternatives\",\"desc\":\"From seamless data extraction to scalable solutions and developer-friendly tools,\\nsee how Scrapeless excels in delivering reliable and efficient web scraping capabilities.\"}},\"scrapingBrowser\":{\"ads\":{\"title\":\"🎯 A \u003cv\u003ecustomizable, anti-detection\u003c/v\u003e cloud browser powered by \u003cv\u003eself-developed Chromium\u003c/v\u003e\\ndesigned for \u003cv\u003eweb crawlers\u003c/v\u003e and \u003cv\u003eAI Agents\u003c/v\u003e.\u003cd\u003eTry Now\u003c/d\u003e\"}},\"aiAgentv2\":{\"bannerDescription\":\"Build \u003cv\u003eagents\u003c/v\u003e with \u003cv1\u003ezero coding\u003c/v1\u003e, turn raw data into \u003cv2\u003econtext\u003c/v2\u003e, work \u003cv3\u003e24/7\u003c/v3\u003e, and take over\\nrepetitive/complex tasks.\",\"bannerSubTitle\":\"Free Your Attention\\nAutonomous Agents Deliver the Data You Need.\",\"emailpleaseEnter\":\"Your email...\",\"submit\":\"Join Waitlist\",\"submitSuccess\":\"You're on the list!\",\"submitSuccessDesc\":\"We'll notify you when scrapeless 2.0 launches.\",\"versionTitle\":\"Scrapeless: 1.0 → 2.0. Explore Our Journey\",\"versionDesc1\":\"From every precise data extraction in the cloud browser, we’ve heard your expectation — “Not just data. What I want is results, without lifting a finger.” \",\"versionDesc2\":\"Now, with our deep understanding of data and technical roots, we’ve evolved into the Agent platform by your side: You hand over tasks, and expert Agents deliver exactly what you need — data, insights, even completed work — straight to you. \",\"versionDesc22\":\"It’s not a new story starting from scratch. It’s natural growth, born from understanding you.\",\"bannerSubDescription\":\"Our agents dive into your data and follow your style to get things right.\",\"bannerSubDescription2\":\"Want to free your attention from repetitive tasks? Let us build smart agents for you.\",\"bannerSubDescription3\":\"Running automatically 24/7 — so you can sleep soundly and relax worry-free.\",\"bannerSubDescription4\":\"A whole marketplace of agents — use them or sell your own, all trusted and ready.\"},\"proxySolutions\":{\"banner\":{\"title\":\"Pick the Right Proxy, Beat Anti-Scraping, Scale Smoothly\",\"description\":\"High-performance proxies (Residential/IPv6/Datacenter/ISP) with global coverage, 99.98% uptime, and multi-protocol \\nsupport for seamless scraping, testing, and verification.\"},\"products\":{\"residential-proxies\":{\"title\":\"Residential Proxies\",\"description\":\"Access publicly available web data at scale with 90M+ real residential IPs across 195+ countries. Automatic rotation, precise geo-targeting, and a 99.98% success rate — from $1.80/GB.\\n\\nRoute your requests through genuine residential IP addresses to collect public data reliably, anywhere in the world. HTTP, HTTPS, and SOCKS5 supported, with sub-0.5s response times and durable, high-speed connections.\",\"animationLabel\":\"Residential proxy network animation\",\"stats\":[{\"value\":\"90M+\",\"label\":\"Residential IPs\"},{\"value\":\"195+\",\"label\":\"Countries\"},{\"value\":\"99.98%\",\"label\":\"Success rate\"},{\"value\":\"\u003c0.5s\",\"label\":\"Response time\"}],\"pricing\":{\"title\":\"Simple per-GB pricing\",\"subtitle\":\"Residential Proxies start at $1.80/GB. Volume discounts available as you scale\\npay only for the traffic you use.\",\"plansIncludeLabel\":\"All plans include\",\"planIncludes\":[\"Automatic rotation\",\"Geo-targeting\",\"HTTP/HTTPS/SOCKS5\",\"99.98% success rate\",\"24/7 support\"]},\"questions\":[{\"label\":\"What are residential proxies?\",\"desc\":\"Residential proxies route your requests through genuine residential IP addresses assigned to real devices, making them ideal for reliably accessing publicly available web data across regions.\"},{\"label\":\"How many IPs and countries are available?\",\"desc\":\"The network spans 90M+ real residential IP addresses across 195+ countries, so you can collect public data from virtually any market with country, state, and city-level targeting.\"},{\"label\":\"How is pricing calculated?\",\"desc\":\"Residential Proxies are billed per gigabyte of traffic, starting at $1.80/GB with no hidden fees. Subscription tiers include prepaid usage credit and automatically apply volume discounts of 10–20% as you scale.\"},{\"label\":\"Which protocols are supported?\",\"desc\":\"HTTP, HTTPS, and SOCKS5 are all fully supported, so Scr"])</script><script>self.__next_f.push([1,"apeless proxies integrate seamlessly into any stack, browser automation tool, or scraping framework.\"},{\"label\":\"Do you support rotating and sticky sessions?\",\"desc\":\"Yes. Requests rotate through a fresh IP automatically by default, or you can append a session parameter (for example -session-abc123) to hold a sticky IP for as long as you need consistency.\"},{\"label\":\"Are Scrapeless proxies compliant?\",\"desc\":\"Our network is ethically sourced and operated in line with GDPR and CCPA. Every account goes through 24/7 KYC and use-case review to ensure proxies are used only for accessing publicly available data.\"}]},\"ipv6-proxies\":{\"title\":\"IPv6 Proxies\",\"description\":\"IPv6 gives you an address space orders of magnitude larger than IPv4. $0.40/GB.\\n\\nBuilt for large-scale, high-frequency collection on IPv6-enabled targets. A fresh IP on every request, no IPv4 leaks, HTTP/HTTPS/SOCKS5 supported.\",\"animationLabel\":\"IPv6 proxy network animation\",\"stats\":[{\"value\":\"20M+\",\"label\":\"IPv6 IPs\"},{\"value\":\"190+\",\"label\":\"Countries\"},{\"value\":\"99.98%\",\"label\":\"Success rate\"},{\"value\":\"12ms\",\"label\":\"Latency\"}],\"locations\":{\"title\":\"190+ countries\",\"description\":\"190+ countries supported. Country-level targeting included at no extra cost.\",\"codeTabs\":[{\"tab\":\"Country\",\"language\":\"shell\",\"content\":\"curl -x user-country-us:pass@proxy.scrapeless.com:8080 https://example.com\"},{\"tab\":\"State\",\"language\":\"shell\",\"content\":\"curl -x user-country-us-state-california:pass@proxy.scrapeless.com:8080 https://example.com\"},{\"tab\":\"City\",\"language\":\"shell\",\"content\":\"curl -x user-country-us-city-losangeles:pass@proxy.scrapeless.com:8080 https://example.com\"}],\"codeNote\":\"IPv6 proxies target at country level. For state or city precision, use Residential Proxies.\",\"items\":[{\"code\":\"US\",\"name\":\"United States\",\"value\":\"148K\"},{\"code\":\"GB-UKM\",\"name\":\"Great Britain\",\"value\":\"12K\"},{\"code\":\"DE\",\"name\":\"Germany\",\"value\":\"9.8K\"},{\"code\":\"FR\",\"name\":\"France\",\"value\":\"7.6K\"},{\"code\":\"TR\",\"name\":\"Turkey\",\"value\":\"6.4K\"},{\"code\":\"BR\",\"name\":\"Brazil\",\"value\":\"6.1K\"},{\"code\":\"CA\",\"name\":\"Canada\",\"value\":\"5.9K\"},{\"code\":\"AU\",\"name\":\"Australia\",\"value\":\"5.4K\"},{\"code\":\"ES\",\"name\":\"Spain\",\"value\":\"5.0K\"},{\"code\":\"JP\",\"name\":\"Japan\",\"value\":\"4.7K\"},{\"code\":\"CN\",\"name\":\"China\",\"value\":\"5.9K\"},{\"code\":\"IN\",\"name\":\"India\",\"value\":\"5.4K\"}]},\"pricing\":{\"title\":\"Simple pricing. Automatic discounts\",\"subtitle\":\"IPv6 Proxies are billed per GB, starting at $0.40 — the lowest rate Scrapeless offers. Subscribe to unlock lower rates across every proxy product.\",\"plansIncludeLabel\":\"All plans include\",\"planIncludes\":[\"20M+ IP pool\",\"No IPv4 leak\",\"New IP per request\",\"Unlimited concurrency\",\"HTTPS \u0026 SOCKS5\",\"24/7 support\"]},\"questions\":[{\"label\":\"What is an IPv6 proxy?\",\"desc\":\"An IPv6 proxy routes your traffic through an IPv6 address instead of a traditional IPv4 address. Because the IPv6 address space is vastly larger, these proxies offer enormous pools at a much lower cost per GB.\"},{\"label\":\"Will IPv6 proxies work on my target site?\",\"desc\":\"Only if the target supports IPv6. Around 40% of major sites do. If yours doesn't, datacenter or residential proxies are the right choice — contact us and we'll check for you.\"},{\"label\":\"Why are IPv6 proxies cheaper?\",\"desc\":\"IPv6 addresses are abundant — there are 340 undecillion of them — so the underlying infrastructure costs far less to provision than scarce IPv4 or residential IPs. Those savings pass directly to you as the lowest per-GB rate we offer.\"},{\"label\":\"Do you support rotating and sticky sessions?\",\"desc\":\"Yes. By default you get a fresh IP on every request. When you need a stable identity, append a session token to your username to keep the same IP for the duration of that sticky session.\"},{\"label\":\"Is there a concurrency or bandwidth limit?\",\"desc\":\"No. IPv6 Proxies come with unlimited bandwidth and unlimited concurrent sessions — there are no thread caps, so you can scale to millions of requests without throttling.\"},{\"label\":\"Which protocols are supported?\",\"desc\":\"IPv6 Proxies support HTTP, HTTPS, and SOCKS5. Tr"])</script><script>self.__next_f.push([1,"affic stays on IPv6 end to end, with no IPv4 leaks.\"}]},\"datacenter-proxies\":{\"title\":\"Datacenter Proxies\",\"description\":\"Datacenter proxies take the shortest path to your target — one less network hop than residential or ISP.\\n\\nBuilt for speed and scale on sites without sophisticated bot detection. Shared or dedicated IPs, HTTP/HTTPS/SOCKS5 support, and free geo-targeting with no hidden costs.\",\"animationLabel\":\"Datacenter proxy network animation\",\"stats\":[{\"value\":\"20M+\",\"label\":\"Datacenter IPs\"},{\"value\":\"195+\",\"label\":\"Countries\"},{\"value\":\"99.98%\",\"label\":\"Success rate\"},{\"value\":\"12ms\",\"label\":\"Latency\"}],\"locations\":{\"title\":\"98 countries. Free targeting\",\"description\":\"98 countries supported. Geo-targeting is included at no extra cost.\",\"codeTabs\":[{\"tab\":\"Country\",\"language\":\"python\",\"content\":\"proxy = scrapeless.datacenter(country=\\\"US\\\")\"},{\"tab\":\"State\",\"language\":\"python\",\"content\":\"proxy = scrapeless.datacenter(country=\\\"US\\\", state=\\\"California\\\")\"},{\"tab\":\"City\",\"language\":\"python\",\"content\":\"proxy = scrapeless.datacenter(country=\\\"US\\\", city=\\\"Los Angeles\\\")\"}],\"codeNote\":\"Datacenter IPs are static — no session parameter required.\",\"items\":[{\"code\":\"US\",\"name\":\"United States\",\"value\":\"148K\"},{\"code\":\"GB-UKM\",\"name\":\"Great Britain\",\"value\":\"12K\"},{\"code\":\"DE\",\"name\":\"Germany\",\"value\":\"9.8K\"},{\"code\":\"FR\",\"name\":\"France\",\"value\":\"7.6K\"},{\"code\":\"TR\",\"name\":\"Turkey\",\"value\":\"6.4K\"},{\"code\":\"BR\",\"name\":\"Brazil\",\"value\":\"6.1K\"},{\"code\":\"CA\",\"name\":\"Canada\",\"value\":\"5.9K\"},{\"code\":\"AU\",\"name\":\"Australia\",\"value\":\"5.4K\"},{\"code\":\"ES\",\"name\":\"Spain\",\"value\":\"5.0K\"},{\"code\":\"JP\",\"name\":\"Japan\",\"value\":\"4.7K\"},{\"code\":\"CN\",\"name\":\"China\",\"value\":\"5.9K\"},{\"code\":\"IN\",\"name\":\"India\",\"value\":\"5.4K\"}]},\"pricing\":{\"title\":\"Simple pricing. Pay only for success\",\"subtitle\":\"Datacenter Proxies are billed per GB, starting at $0.80. Subscribe to unlock lower rates across every Scrapeless proxy product.\",\"plansIncludeLabel\":\"All plans include\",\"planIncludes\":[\"Unlimited concurrency\",\"Free geo-targeting\",\"Shared \u0026 dedicated IPs\",\"99.99% uptime\",\"24/7 support\"]},\"questions\":[{\"label\":\"What is a datacenter proxy?\",\"desc\":\"Datacenter proxies are IP addresses assigned to a server, through which your traffic is routed to change your IP address and apparent location. They aren’t affiliated with an Internet Service Provider.\"},{\"label\":\"Why are datacenter proxies faster?\",\"desc\":\"They’re hosted entirely in a datacenter with no ISP affiliation. That simplified architecture means one less hop between you and the target, making them faster than ISP or residential proxies.\"},{\"label\":\"When should I use datacenter instead of residential proxies?\",\"desc\":\"Use datacenter proxies for high-volume collection on sites without advanced bot detection, where cost per GB and speed matter most. Switch to residential proxies for large retailers, social platforms, and other high-protection targets.\"},{\"label\":\"Should I choose shared or dedicated IPs?\",\"desc\":\"Shared IPs are the most cost-efficient way to access the full pool and are ideal for geo-restricted browsing and simpler data collection. Dedicated IPs give you exclusive, uncontested access — best for account management across multiple profiles.\"},{\"label\":\"Is bandwidth really unlimited?\",\"desc\":\"Yes. There are no thread caps or queuing on datacenter proxies. You can scale concurrent sessions horizontally and only pay for the bandwidth you consume.\"},{\"label\":\"Which protocols are supported?\",\"desc\":\"Datacenter proxies support HTTP, HTTPS, and SOCKS5, so they integrate with virtually any stack, scraper, or tool.\"}]},\"static-isp-proxies\":{\"title\":\"ISP Proxies\",\"description\":\"ISP proxies are real residential IPs leased from Internet Service Providers but hosted on servers. Target sites see a genuine residential ASN — you get server-grade speed and an IP you keep. From $2.50/IP, unlimited bandwidth.\\n\\nDedicated, exclusive IPs with unlimited-duration sessions. Pay per IP, never per GB. HTTP, HTTPS, and SOCKS5 fully supported.\",\"animationLabel\":\"Static ISP proxy network animation\",\"stat"])</script><script>self.__next_f.push([1,"s\":[{\"value\":\"24/7\",\"label\":\"Support\"},{\"value\":\"99.99%\",\"label\":\"Uptime\"},{\"value\":\"Unlimited\",\"label\":\"Bandwidth\"}],\"pricing\":{\"title\":\"Pay per IP. Unlimited bandwidth\",\"subtitle\":\"Static ISP Proxies are billed per IP per month, starting at $2.50. There are no traffic fees — use as much\\n bandwidth as you need. Subscribe to unlock lower rates across every Scrapeless proxy product.\",\"plansIncludeLabel\":\"All plans include\",\"planIncludes\":[\"Dedicated exclusive IPs\",\"Unlimited bandwidth\",\"Unlimited-duration sessions\",\"Free geo-targeting\",\"HTTP/HTTPS/SOCKS5\",\"24/7 support\"]},\"questions\":[{\"label\":\"What is an ISP proxy?\",\"desc\":\"An ISP proxy is a static IP address purchased or leased from an Internet Service Provider and hosted on a server. Target sites identify it as a residential IP, even though it runs on datacenter infrastructure.\"},{\"label\":\"What's a static residential proxy?\",\"desc\":\"Another name for the same thing. It combines the anonymity of a residential proxy with the speed and reliability of a datacenter proxy, on a fixed IP used exclusively by one customer.\"},{\"label\":\"How is this different from datacenter proxies?\",\"desc\":\"Datacenter proxies resolve to a datacenter ASN, which is easier for target sites to flag. ISP proxies resolve to a genuine Internet Service Provider ASN, so they carry residential trust while keeping datacenter-grade speed and stability.\"},{\"label\":\"Are the IPs really dedicated to me?\",\"desc\":\"Yes. Every ISP IP is assigned to you alone — no contention and no reputation inherited from other users. You control the identity behind each address.\"},{\"label\":\"Is bandwidth really unlimited?\",\"desc\":\"Yes. Static ISP proxies are billed per IP per month with no traffic fees. Use as much bandwidth as you need — your bill doesn't move when your usage does.\"},{\"label\":\"How long can a session last?\",\"desc\":\"There are no session timeouts. Because the IPs are static and dedicated, you keep the same identity indefinitely — ideal for long-running, high-frequency continuous tasks.\"},{\"label\":\"Which protocols are supported?\",\"desc\":\"HTTP, HTTPS, and SOCKS5 are all fully supported, with free geo-targeting.\"}]}},\"coverage\":{\"titleHighlight\":\"Real IPs.\",\"titleAfter\":\"Real reliability\",\"description\":\"Residential proxies route through genuine consumer IP addresses, making them the most reliable way to access publicly available data without interruption.\",\"cards\":[{\"title\":\"Unmatched coverage\",\"description\":\"90M+ IPs across 195+ countries means you can collect public data from virtually any market.\"},{\"title\":\"Precise targeting\",\"description\":\"Country, state, and city-level geo-targeting for accurate, location-specific public data.\"},{\"title\":\"Built to Scale With Your Usage\",\"description\":\"Start with pay-as-you-go pricing and unlock lower rates as your usage scales with our subscription plans.\"}]},\"residentialDemo\":{\"ips\":\"90,000,000+\",\"ipsLabel\":\"IPs available\",\"param\":\"country=US · rotating\"},\"locations\":{\"title\":\"See the web from anywhere\",\"description\":\"Target by country, state, or city to collect public data exactly as a local user sees it.\",\"footerText\":\"195+ countries and thousands of cities supported.\",\"contactUs\":\"Contact us\",\"footerSuffix\":\"for specific locations.\",\"regions\":{\"northAmerica\":\"North America\",\"europe\":\"Europe\",\"asiaPacific\":\"Asia Pacific\",\"latamMiddleEast\":\"Latin America \u0026 Middle East\"}},\"capabilities\":{\"residential-proxies\":{\"title\":\"Built for reliable, large-scale data collection\",\"cards\":[{\"title\":\"Automatic proxy rotation\",\"description\":\"Every request can route through a fresh IP automatically, or hold a sticky session when you need consistency.\"},{\"title\":\"99.98% success rate\",\"description\":\"Industry-leading reliability so your data pipelines keep running without interruption.\"},{\"title\":\"Geo-location targeting\",\"description\":\"Target by country, state, and city to see the web exactly as local users do.\"},{\"title\":\"HTTP / HTTPS / SOCKS5\",\"description\":\"Full protocol support for seamless integration into any stack or tool.\"},{\"title\":\"Sub-0.5s response time\",\"description\":\"Fast, low"])</script><script>self.__next_f.push([1,"-latency connections built for high-throughput workloads.\"},{\"title\":\"High speed \u0026 durability\",\"description\":\"Excellent download speed and stable, long-lasting connections at scale.\"}]},\"ipv6-proxies\":{\"title\":\"Scale without running out of IPs\",\"cards\":[{\"title\":\"20M+ proprietary IP pool\",\"description\":\"An address space vastly larger than IPv4. Ban-resistant by sheer volume.\"},{\"title\":\"Lowest cost per GB\",\"description\":\"At $0.40/GB, the most economical proxy type Scrapeless offers.\"},{\"title\":\"New IP on every request\",\"description\":\"Automatic rotation by default, with configurable sticky sessions when you need them.\"},{\"title\":\"Unlimited bandwidth \u0026 concurrency\",\"description\":\"No thread caps. Handle millions of requests without throttling.\"},{\"title\":\"12ms latency\",\"description\":\"Fast, low-latency connections built for high-throughput workloads.\"},{\"title\":\"No IPv4 leak\",\"description\":\"Traffic stays on IPv6 end to end. HTTPS and SOCKS5 supported.\"}]},\"datacenter-proxies\":{\"title\":\"The simplest architecture. The fastest results\",\"cards\":[{\"title\":\"Fastest proxy type\",\"description\":\"Hosted entirely in datacenters with no ISP hop, delivering ~0.24s response times.\"},{\"title\":\"Unlimited bandwidth \u0026 concurrency\",\"description\":\"No thread caps, no queuing. 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Copying or downloading code is your choice.\"},{\"label\":\"Which cURL options can I convert?\",\"desc\":\"Common HTTP requests with a URL, method, headers, cookies, basic authentication and inline request bodies are supported. File uploads, shell variables and advanced transport flags need manual review; unsupported options are reported instead of silently discarded.\"},{\"label\":\"Why does my converted request return 403?\",\"desc\":\"The website may reject the request because of expired cookies, missing authentication or request limits. Converting syntax does not reproduce a browser session. Check the response and your access permissions; Web Unlocker provides managed web-content retrieval.\"},{\"label\":\"Does the converter send my request?\",\"desc\":\"No. It generates code locally without contacting the target website. 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Your command is not uploaded, executed or saved to browser storage. Copying or downloading code is your choice.\"},{\"label\":\"Which cURL options can I convert?\",\"desc\":\"Common HTTP requests with a URL, method, headers, cookies, basic authentication and inline request bodies are supported. File uploads, shell variables and advanced transport flags need manual review; unsupported options are reported instead of silently discarded.\"},{\"label\":\"Why does my converted request return 403?\",\"desc\":\"The website may reject the request because of expired cookies, missing authentication or request limits. Converting syntax does not reproduce a browser session. Check the response and your access permissions; Web Unlocker provides managed web-content retrieval.\"},{\"label\":\"Does the converter send my request?\",\"desc\":\"No. It generates code locally without contacting the target website. 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Copying or downloading code is your choice.\"},{\"label\":\"Which cURL options can I convert?\",\"desc\":\"Common HTTP requests with a URL, method, headers, cookies, basic authentication and inline request bodies are supported. File uploads, shell variables and advanced transport flags need manual review; unsupported options are reported instead of silently discarded.\"},{\"label\":\"Why does my converted request return 403?\",\"desc\":\"The website may reject the request because of expired cookies, missing authentication or request limits. Converting syntax does not reproduce a browser session. Check the response and your access permissions; Web Unlocker provides managed web-content retrieval.\"},{\"label\":\"Does the converter send my request?\",\"desc\":\"No. It generates code locally without contacting the target website. 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Copying or downloading code is your choice.\"},{\"label\":\"Which cURL options can I convert?\",\"desc\":\"Common HTTP requests with a URL, method, headers, cookies, basic authentication and inline request bodies are supported. File uploads, shell variables and advanced transport flags need manual review; unsupported options are reported instead of silently discarded.\"},{\"label\":\"Why does my converted request return 403?\",\"desc\":\"The website may reject the request because of expired"])</script><script>self.__next_f.push([1," cookies, missing authentication or request limits. Converting syntax does not reproduce a browser session. Check the response and your access permissions; Web Unlocker provides managed web-content retrieval.\"},{\"label\":\"Does the converter send my request?\",\"desc\":\"No. It generates code locally without contacting the target website. 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Copying or downloading code is your choice.\"},{\"label\":\"Which cURL options can I convert?\",\"desc\":\"Common HTTP requests with a URL, method, headers, cookies, basic authentication and inline request bodies are supported. File uploads, shell variables and advanced transport flags need manual review; unsupported options are reported instead of silently discarded.\"},{\"label\":\"Why does my converted request return 403?\",\"desc\":\"The website may reject the request because of expired cookies, missing authentication"])</script><script>self.__next_f.push([1," or request limits. Converting syntax does not reproduce a browser session. Check the response and your access permissions; Web Unlocker provides managed web-content retrieval.\"},{\"label\":\"Does the converter send my request?\",\"desc\":\"No. It generates code locally without contacting the target website. 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Run and test the output in your own development environment.\"},{\"label\":\"How do I start using Scrapeless?\",\"desc\":\"Choose Web Unlocker or Proxies in the section above to view a Python example from our documentation. Create an account, add your credentials and follow the linked guide. "])</script><script>self.__next_f.push([1,"These examples are independent of your converted request.\"}]},\"nodejs\":{\"badge\":\"GOOD TO KNOW\",\"title\":\"A few answers.\\nThen back to code.\",\"description\":\"Questions about conversion,\\nprivacy, or running your request?\",\"exploreDocs\":\"Explore documentation\",\"items\":[{\"label\":\"Is this cURL converter free?\",\"desc\":\"Yes. Convert, copy and download code without creating an account. The optional Scrapeless Web Unlocker service requires an account and is billed separately.\"},{\"label\":\"Does my cURL command leave my browser?\",\"desc\":\"No. Parsing and code generation happen in this page. Your command is not uploaded, executed or saved to browser storage. Copying or downloading code is your choice.\"},{\"label\":\"Which cURL options can I convert?\",\"desc\":\"Common HTTP requests with a URL, method, headers, cookies, basic authentication and inline request bodies are supported. File uploads, shell variables and advanced transport flags need manual review; unsupported options are reported instead of silently discarded.\"},{\"label\":\"Why does my converted request return 403?\",\"desc\":\"The website may reject the request because of expired cookies, missing authentication or request limits. Converting syntax does not reproduce a browser session. Check the response and your access permissions; Web Unlocker provides managed web-content retrieval.\"},{\"label\":\"Does the converter send my request?\",\"desc\":\"No. It generates code locally without contacting the target website. Run and test the output in your own development environment.\"},{\"label\":\"How do I start using Scrapeless?\",\"desc\":\"Choose Web Unlocker or Proxies in the section above to view a Python example from our documentation. Create an account, add your credentials and follow the linked guide. These examples are independent of your converted request.\"}]},\"objectivec\":{\"badge\":\"GOOD TO KNOW\",\"title\":\"A few answers.\\nThen back to code.\",\"description\":\"Questions about conversion,\\nprivacy, or running your request?\",\"exploreDocs\":\"Explore documentation\",\"items\":[{\"label\":\"Is this cURL converter free?\",\"desc\":\"Yes. Convert, copy and download code without creating an account. The optional Scrapeless Web Unlocker service requires an account and is billed separately.\"},{\"label\":\"Does my cURL command leave my browser?\",\"desc\":\"No. Parsing and code generation happen in this page. Your command is not uploaded, executed or saved to browser storage. Copying or downloading code is your choice.\"},{\"label\":\"Which cURL options can I convert?\",\"desc\":\"Common HTTP requests with a URL, method, headers, cookies, basic authentication and inline request bodies are supported. File uploads, shell variables and advanced transport flags need manual review; unsupported options are reported instead of silently discarded.\"},{\"label\":\"Why does my converted request return 403?\",\"desc\":\"The website may reject the request because of expired cookies, missing authentication or request limits. Converting syntax does not reproduce a browser session. Check the response and your access permissions; Web Unlocker provides managed web-content retrieval.\"},{\"label\":\"Does the converter send my request?\",\"desc\":\"No. It generates code locally without contacting the target website. Run and test the output in your own development environment.\"},{\"label\":\"How do I start using Scrapeless?\",\"desc\":\"Choose Web Unlocker or Proxies in the section above to view a Python example from our documentation. Create an account, add your credentials and follow the linked guide. These examples are independent of your converted request.\"}]},\"ocaml\":{\"badge\":\"GOOD TO KNOW\",\"title\":\"A few answers.\\nThen back to code.\",\"description\":\"Questions about conversion,\\nprivacy, or running your request?\",\"exploreDocs\":\"Explore documentation\",\"items\":[{\"label\":\"Is this cURL converter free?\",\"desc\":\"Yes. Convert, copy and download code without creating an account. The optional Scrapeless Web Unlocker service requires an account and is billed separately.\"},{\"label\":\"Does my cURL command leave my browser?\",\"desc\":\"No. Parsing and code generation happen in this page. Your co"])</script><script>self.__next_f.push([1,"mmand is not uploaded, executed or saved to browser storage. Copying or downloading code is your choice.\"},{\"label\":\"Which cURL options can I convert?\",\"desc\":\"Common HTTP requests with a URL, method, headers, cookies, basic authentication and inline request bodies are supported. File uploads, shell variables and advanced transport flags need manual review; unsupported options are reported instead of silently discarded.\"},{\"label\":\"Why does my converted request return 403?\",\"desc\":\"The website may reject the request because of expired cookies, missing authentication or request limits. Converting syntax does not reproduce a browser session. Check the response and your access permissions; Web Unlocker provides managed web-content retrieval.\"},{\"label\":\"Does the converter send my request?\",\"desc\":\"No. It generates code locally without contacting the target website. Run and test the output in your own development environment.\"},{\"label\":\"How do I start using Scrapeless?\",\"desc\":\"Choose Web Unlocker or Proxies in the section above to view a Python example from our documentation. Create an account, add your credentials and follow the linked guide. These examples are independent of your converted request.\"}]},\"perl\":{\"badge\":\"GOOD TO KNOW\",\"title\":\"A few answers.\\nThen back to code.\",\"description\":\"Questions about conversion,\\nprivacy, or running your request?\",\"exploreDocs\":\"Explore documentation\",\"items\":[{\"label\":\"Is this cURL converter free?\",\"desc\":\"Yes. Convert, copy and download code without creating an account. The optional Scrapeless Web Unlocker service requires an account and is billed separately.\"},{\"label\":\"Does my cURL command leave my browser?\",\"desc\":\"No. Parsing and code generation happen in this page. Your command is not uploaded, executed or saved to browser storage. Copying or downloading code is your choice.\"},{\"label\":\"Which cURL options can I convert?\",\"desc\":\"Common HTTP requests with a URL, method, headers, cookies, basic authentication and inline request bodies are supported. File uploads, shell variables and advanced transport flags need manual review; unsupported options are reported instead of silently discarded.\"},{\"label\":\"Why does my converted request return 403?\",\"desc\":\"The website may reject the request because of expired cookies, missing authentication or request limits. Converting syntax does not reproduce a browser session. Check the response and your access permissions; Web Unlocker provides managed web-content retrieval.\"},{\"label\":\"Does the converter send my request?\",\"desc\":\"No. It generates code locally without contacting the target website. Run and test the output in your own development environment.\"},{\"label\":\"How do I start using Scrapeless?\",\"desc\":\"Choose Web Unlocker or Proxies in the section above to view a Python example from our documentation. Create an account, add your credentials and follow the linked guide. These examples are independent of your converted request.\"}]},\"php\":{\"badge\":\"GOOD TO KNOW\",\"title\":\"A few answers.\\nThen back to code.\",\"description\":\"Questions about conversion,\\nprivacy, or running your request?\",\"exploreDocs\":\"Explore documentation\",\"items\":[{\"label\":\"Is this cURL converter free?\",\"desc\":\"Yes. Convert, copy and download code without creating an account. The optional Scrapeless Web Unlocker service requires an account and is billed separately.\"},{\"label\":\"Does my cURL command leave my browser?\",\"desc\":\"No. Parsing and code generation happen in this page. Your command is not uploaded, executed or saved to browser storage. Copying or downloading code is your choice.\"},{\"label\":\"Which cURL options can I convert?\",\"desc\":\"Common HTTP requests with a URL, method, headers, cookies, basic authentication and inline request bodies are supported. File uploads, shell variables and advanced transport flags need manual review; unsupported options are reported instead of silently discarded.\"},{\"label\":\"Why does my converted request return 403?\",\"desc\":\"The website may reject the request because of expired cookies, missing authentication or request limits. Convert"])</script><script>self.__next_f.push([1,"ing syntax does not reproduce a browser session. Check the response and your access permissions; Web Unlocker provides managed web-content retrieval.\"},{\"label\":\"Does the converter send my request?\",\"desc\":\"No. It generates code locally without contacting the target website. Run and test the output in your own development environment.\"},{\"label\":\"How do I start using Scrapeless?\",\"desc\":\"Choose Web Unlocker or Proxies in the section above to view a Python example from our documentation. Create an account, add your credentials and follow the linked guide. These examples are independent of your converted request.\"}]},\"powershell\":{\"badge\":\"GOOD TO KNOW\",\"title\":\"A few answers.\\nThen back to code.\",\"description\":\"Questions about conversion,\\nprivacy, or running your request?\",\"exploreDocs\":\"Explore documentation\",\"items\":[{\"label\":\"Is this cURL converter free?\",\"desc\":\"Yes. Convert, copy and download code without creating an account. The optional Scrapeless Web Unlocker service requires an account and is billed separately.\"},{\"label\":\"Does my cURL command leave my browser?\",\"desc\":\"No. Parsing and code generation happen in this page. Your command is not uploaded, executed or saved to browser storage. Copying or downloading code is your choice.\"},{\"label\":\"Which cURL options can I convert?\",\"desc\":\"Common HTTP requests with a URL, method, headers, cookies, basic authentication and inline request bodies are supported. File uploads, shell variables and advanced transport flags need manual review; unsupported options are reported instead of silently discarded.\"},{\"label\":\"Why does my converted request return 403?\",\"desc\":\"The website may reject the request because of expired cookies, missing authentication or request limits. Converting syntax does not reproduce a browser session. Check the response and your access permissions; Web Unlocker provides managed web-content retrieval.\"},{\"label\":\"Does the converter send my request?\",\"desc\":\"No. It generates code locally without contacting the target website. Run and test the output in your own development environment.\"},{\"label\":\"How do I start using Scrapeless?\",\"desc\":\"Choose Web Unlocker or Proxies in the section above to view a Python example from our documentation. Create an account, add your credentials and follow the linked guide. These examples are independent of your converted request.\"}]},\"r\":{\"badge\":\"GOOD TO KNOW\",\"title\":\"A few answers.\\nThen back to code.\",\"description\":\"Questions about conversion,\\nprivacy, or running your request?\",\"exploreDocs\":\"Explore documentation\",\"items\":[{\"label\":\"Is this cURL converter free?\",\"desc\":\"Yes. Convert, copy and download code without creating an account. The optional Scrapeless Web Unlocker service requires an account and is billed separately.\"},{\"label\":\"Does my cURL command leave my browser?\",\"desc\":\"No. Parsing and code generation happen in this page. Your command is not uploaded, executed or saved to browser storage. Copying or downloading code is your choice.\"},{\"label\":\"Which cURL options can I convert?\",\"desc\":\"Common HTTP requests with a URL, method, headers, cookies, basic authentication and inline request bodies are supported. File uploads, shell variables and advanced transport flags need manual review; unsupported options are reported instead of silently discarded.\"},{\"label\":\"Why does my converted request return 403?\",\"desc\":\"The website may reject the request because of expired cookies, missing authentication or request limits. Converting syntax does not reproduce a browser session. Check the response and your access permissions; Web Unlocker provides managed web-content retrieval.\"},{\"label\":\"Does the converter send my request?\",\"desc\":\"No. It generates code locally without contacting the target website. Run and test the output in your own development environment.\"},{\"label\":\"How do I start using Scrapeless?\",\"desc\":\"Choose Web Unlocker or Proxies in the section above to view a Python example from our documentation. Create an account, add your credentials and follow the linked guide. These examples are independent of "])</script><script>self.__next_f.push([1,"your converted request.\"}]},\"ruby\":{\"badge\":\"GOOD TO KNOW\",\"title\":\"A few answers.\\nThen back to code.\",\"description\":\"Questions about conversion,\\nprivacy, or running your request?\",\"exploreDocs\":\"Explore documentation\",\"items\":[{\"label\":\"Is this cURL converter free?\",\"desc\":\"Yes. Convert, copy and download code without creating an account. The optional Scrapeless Web Unlocker service requires an account and is billed separately.\"},{\"label\":\"Does my cURL command leave my browser?\",\"desc\":\"No. Parsing and code generation happen in this page. Your command is not uploaded, executed or saved to browser storage. Copying or downloading code is your choice.\"},{\"label\":\"Which cURL options can I convert?\",\"desc\":\"Common HTTP requests with a URL, method, headers, cookies, basic authentication and inline request bodies are supported. File uploads, shell variables and advanced transport flags need manual review; unsupported options are reported instead of silently discarded.\"},{\"label\":\"Why does my converted request return 403?\",\"desc\":\"The website may reject the request because of expired cookies, missing authentication or request limits. Converting syntax does not reproduce a browser session. Check the response and your access permissions; Web Unlocker provides managed web-content retrieval.\"},{\"label\":\"Does the converter send my request?\",\"desc\":\"No. It generates code locally without contacting the target website. Run and test the output in your own development environment.\"},{\"label\":\"How do I start using Scrapeless?\",\"desc\":\"Choose Web Unlocker or Proxies in the section above to view a Python example from our documentation. Create an account, add your credentials and follow the linked guide. These examples are independent of your converted request.\"}]},\"rust\":{\"badge\":\"GOOD TO KNOW\",\"title\":\"A few answers.\\nThen back to code.\",\"description\":\"Questions about conversion,\\nprivacy, or running your request?\",\"exploreDocs\":\"Explore documentation\",\"items\":[{\"label\":\"Is this cURL converter free?\",\"desc\":\"Yes. Convert, copy and download code without creating an account. The optional Scrapeless Web Unlocker service requires an account and is billed separately.\"},{\"label\":\"Does my cURL command leave my browser?\",\"desc\":\"No. Parsing and code generation happen in this page. Your command is not uploaded, executed or saved to browser storage. Copying or downloading code is your choice.\"},{\"label\":\"Which cURL options can I convert?\",\"desc\":\"Common HTTP requests with a URL, method, headers, cookies, basic authentication and inline request bodies are supported. File uploads, shell variables and advanced transport flags need manual review; unsupported options are reported instead of silently discarded.\"},{\"label\":\"Why does my converted request return 403?\",\"desc\":\"The website may reject the request because of expired cookies, missing authentication or request limits. Converting syntax does not reproduce a browser session. Check the response and your access permissions; Web Unlocker provides managed web-content retrieval.\"},{\"label\":\"Does the converter send my request?\",\"desc\":\"No. It generates code locally without contacting the target website. Run and test the output in your own development environment.\"},{\"label\":\"How do I start using Scrapeless?\",\"desc\":\"Choose Web Unlocker or Proxies in the section above to view a Python example from our documentation. Create an account, add your credentials and follow the linked guide. These examples are independent of your converted request.\"}]},\"scala\":{\"badge\":\"GOOD TO KNOW\",\"title\":\"A few answers.\\nThen back to code.\",\"description\":\"Questions about conversion,\\nprivacy, or running your request?\",\"exploreDocs\":\"Explore documentation\",\"items\":[{\"label\":\"Is this cURL converter free?\",\"desc\":\"Yes. Convert, copy and download code without creating an account. The optional Scrapeless Web Unlocker service requires an account and is billed separately.\"},{\"label\":\"Does my cURL command leave my browser?\",\"desc\":\"No. Parsing and code generation happen in this page. Your command is not uploaded, executed or saved t"])</script><script>self.__next_f.push([1,"o browser storage. Copying or downloading code is your choice.\"},{\"label\":\"Which cURL options can I convert?\",\"desc\":\"Common HTTP requests with a URL, method, headers, cookies, basic authentication and inline request bodies are supported. File uploads, shell variables and advanced transport flags need manual review; unsupported options are reported instead of silently discarded.\"},{\"label\":\"Why does my converted request return 403?\",\"desc\":\"The website may reject the request because of expired cookies, missing authentication or request limits. Converting syntax does not reproduce a browser session. Check the response and your access permissions; Web Unlocker provides managed web-content retrieval.\"},{\"label\":\"Does the converter send my request?\",\"desc\":\"No. It generates code locally without contacting the target website. Run and test the output in your own development environment.\"},{\"label\":\"How do I start using Scrapeless?\",\"desc\":\"Choose Web Unlocker or Proxies in the section above to view a Python example from our documentation. Create an account, add your credentials and follow the linked guide. These examples are independent of your converted request.\"}]},\"shell\":{\"badge\":\"GOOD TO KNOW\",\"title\":\"A few answers.\\nThen back to code.\",\"description\":\"Questions about conversion,\\nprivacy, or running your request?\",\"exploreDocs\":\"Explore documentation\",\"items\":[{\"label\":\"Is this cURL converter free?\",\"desc\":\"Yes. Convert, copy and download code without creating an account. The optional Scrapeless Web Unlocker service requires an account and is billed separately.\"},{\"label\":\"Does my cURL command leave my browser?\",\"desc\":\"No. Parsing and code generation happen in this page. Your command is not uploaded, executed or saved to browser storage. Copying or downloading code is your choice.\"},{\"label\":\"Which cURL options can I convert?\",\"desc\":\"Common HTTP requests with a URL, method, headers, cookies, basic authentication and inline request bodies are supported. File uploads, shell variables and advanced transport flags need manual review; unsupported options are reported instead of silently discarded.\"},{\"label\":\"Why does my converted request return 403?\",\"desc\":\"The website may reject the request because of expired cookies, missing authentication or request limits. Converting syntax does not reproduce a browser session. Check the response and your access permissions; Web Unlocker provides managed web-content retrieval.\"},{\"label\":\"Does the converter send my request?\",\"desc\":\"No. It generates code locally without contacting the target website. Run and test the output in your own development environment.\"},{\"label\":\"How do I start using Scrapeless?\",\"desc\":\"Choose Web Unlocker or Proxies in the section above to view a Python example from our documentation. Create an account, add your credentials and follow the linked guide. These examples are independent of your converted request.\"}]},\"swift\":{\"badge\":\"GOOD TO KNOW\",\"title\":\"A few answers.\\nThen back to code.\",\"description\":\"Questions about conversion,\\nprivacy, or running your request?\",\"exploreDocs\":\"Explore documentation\",\"items\":[{\"label\":\"Is this cURL converter free?\",\"desc\":\"Yes. Convert, copy and download code without creating an account. The optional Scrapeless Web Unlocker service requires an account and is billed separately.\"},{\"label\":\"Does my cURL command leave my browser?\",\"desc\":\"No. Parsing and code generation happen in this page. Your command is not uploaded, executed or saved to browser storage. Copying or downloading code is your choice.\"},{\"label\":\"Which cURL options can I convert?\",\"desc\":\"Common HTTP requests with a URL, method, headers, cookies, basic authentication and inline request bodies are supported. File uploads, shell variables and advanced transport flags need manual review; unsupported options are reported instead of silently discarded.\"},{\"label\":\"Why does my converted request return 403?\",\"desc\":\"The website may reject the request because of expired cookies, missing authentication or request limits. Converting syntax does not reproduce a browser"])</script><script>self.__next_f.push([1," session. Check the response and your access permissions; Web Unlocker provides managed web-content retrieval.\"},{\"label\":\"Does the converter send my request?\",\"desc\":\"No. It generates code locally without contacting the target website. Run and test the output in your own development environment.\"},{\"label\":\"How do I start using Scrapeless?\",\"desc\":\"Choose Web Unlocker or Proxies in the section above to view a Python example from our documentation. Create an account, add your credentials and follow the linked guide. These examples are independent of your converted request.\"}]},\"typescript\":{\"badge\":\"GOOD TO KNOW\",\"title\":\"A few answers.\\nThen back to code.\",\"description\":\"Questions about conversion,\\nprivacy, or running your request?\",\"exploreDocs\":\"Explore documentation\",\"items\":[{\"label\":\"Is this cURL converter free?\",\"desc\":\"Yes. Convert, copy and download code without creating an account. The optional Scrapeless Web Unlocker service requires an account and is billed separately.\"},{\"label\":\"Does my cURL command leave my browser?\",\"desc\":\"No. Parsing and code generation happen in this page. Your command is not uploaded, executed or saved to browser storage. Copying or downloading code is your choice.\"},{\"label\":\"Which cURL options can I convert?\",\"desc\":\"Common HTTP requests with a URL, method, headers, cookies, basic authentication and inline request bodies are supported. File uploads, shell variables and advanced transport flags need manual review; unsupported options are reported instead of silently discarded.\"},{\"label\":\"Why does my converted request return 403?\",\"desc\":\"The website may reject the request because of expired cookies, missing authentication or request limits. Converting syntax does not reproduce a browser session. Check the response and your access permissions; Web Unlocker provides managed web-content retrieval.\"},{\"label\":\"Does the converter send my request?\",\"desc\":\"No. It generates code locally without contacting the target website. Run and test the output in your own development environment.\"},{\"label\":\"How do I start using Scrapeless?\",\"desc\":\"Choose Web Unlocker or Proxies in the section above to view a Python example from our documentation. Create an account, add your credentials and follow the linked guide. These examples are independent of your converted request.\"}]},\"go\":{\"badge\":\"GOOD TO KNOW\",\"title\":\"A few answers.\\nThen back to code.\",\"description\":\"Questions about conversion,\\nprivacy, or running your request?\",\"exploreDocs\":\"Explore documentation\",\"items\":[{\"label\":\"Is this cURL converter free?\",\"desc\":\"Yes. Convert, copy and download code without creating an account. The optional Scrapeless Web Unlocker service requires an account and is billed separately.\"},{\"label\":\"Does my cURL command leave my browser?\",\"desc\":\"No. Parsing and code generation happen in this page. Your command is not uploaded, executed or saved to browser storage. Copying or downloading code is your choice.\"},{\"label\":\"Which cURL options can I convert?\",\"desc\":\"Common HTTP requests with a URL, method, headers, cookies, basic authentication and inline request bodies are supported. File uploads, shell variables and advanced transport flags need manual review; unsupported options are reported instead of silently discarded.\"},{\"label\":\"Why does my converted request return 403?\",\"desc\":\"The website may reject the request because of expired cookies, missing authentication or request limits. Converting syntax does not reproduce a browser session. Check the response and your access permissions; Web Unlocker provides managed web-content retrieval.\"},{\"label\":\"Does the converter send my request?\",\"desc\":\"No. It generates code locally without contacting the target website. Run and test the output in your own development environment.\"},{\"label\":\"How do I start using Scrapeless?\",\"desc\":\"Choose Web Unlocker or Proxies in the section above to view a Python example from our documentation. Create an account, add your credentials and follow the linked guide. These examples are independent of your converted request.\"}]},\"python\":{"])</script><script>self.__next_f.push([1,"\"badge\":\"GOOD TO KNOW\",\"title\":\"A few answers.\\nThen back to code.\",\"description\":\"Questions about conversion,\\nprivacy, or running your request?\",\"exploreDocs\":\"Explore documentation\",\"items\":[{\"label\":\"Is this cURL converter free?\",\"desc\":\"Yes. Convert, copy and download code without creating an account. The optional Scrapeless Web Unlocker service requires an account and is billed separately.\"},{\"label\":\"Does my cURL command leave my browser?\",\"desc\":\"No. Parsing and code generation happen in this page. Your command is not uploaded, executed or saved to browser storage. Copying or downloading code is your choice.\"},{\"label\":\"Which cURL options can I convert?\",\"desc\":\"Common HTTP requests with a URL, method, headers, cookies, basic authentication and inline request bodies are supported. File uploads, shell variables and advanced transport flags need manual review; unsupported options are reported instead of silently discarded.\"},{\"label\":\"Why does my converted request return 403?\",\"desc\":\"The website may reject the request because of expired cookies, missing authentication or request limits. Converting syntax does not reproduce a browser session. Check the response and your access permissions; Web Unlocker provides managed web-content retrieval.\"},{\"label\":\"Does the converter send my request?\",\"desc\":\"No. It generates code locally without contacting the target website. Run and test the output in your own development environment.\"},{\"label\":\"How do I start using Scrapeless?\",\"desc\":\"Choose Web Unlocker or Proxies in the section above to view a Python example from our documentation. Create an account, add your credentials and follow the linked guide. These examples are independent of your converted request.\"}]}}},\"antibotDetector\":{\"cta\":{\"eyebrow\":\"BUILD WITH SCRAPELESS\",\"title\":\"Make your next web workflow work\",\"description\":\"Start with free detection. Move to managed web access or browser automation when your project needs it.\",\"createAccount\":\"Create a Scrapeless account\",\"viewPricing\":\"View pricing\"},\"faq\":{\"title\":\"Frequently asked questions\",\"questions\":[{\"label\":\"What is Scrapeless Anti-bot Detector?\",\"desc\":\"Scrapeless Anti-bot Detector is a free Chrome extension for identifying anti-bot / WAF systems, CAPTCHA providers, and browser fingerprinting activity. It reports matched technologies and evidence from the pages you visit. A rule match does not prove that a visible challenge is currently active.\"},{\"label\":\"Does it solve CAPTCHAs?\",\"desc\":\"No. This extension identifies technologies and their signals. It does not solve CAPTCHA challenges.\"},{\"label\":\"Is it free, and do I need an account?\",\"desc\":\"The detector is free to use and does not require an account. Source code is available on GitHub under the NPOSL-3.0 license; review the repository license before redistribution or reuse.\"},{\"label\":\"Does detection run locally?\",\"desc\":\"Detection runs in your browser, with no telemetry according to the project documentation. User-triggered actions such as sharing a result, configured webhooks, resource fetching, or catalogue sync can make outbound requests. Automatic catalogue sync is off by default.\"},{\"label\":\"What if no CAPTCHA is detected?\",\"desc\":\"The page may not expose a supported signal, or the challenge may load only after an interaction. Reload the relevant page after installing the extension and check again. No match does not guarantee that the site is unprotected.\"},{\"label\":\"Can I use it from code?\",\"desc\":\"The repository includes SDKs for browser JavaScript and eight other languages. They rely on the installed extension; non-browser SDKs drive a real Chrome instance. Browser integration requires enabling Page signals. Check availability before interpreting results.\",\"linkLabel\":\"Explore the SDKs ↗\"},{\"label\":\"How can I check if a website uses Cloudflare, Akamai, or DataDome?\",\"desc\":\"Install Anti-bot Detector, visit or reload the website, and open the extension. Check the Anti-bot findings and matched signals for the provider. A missing match is not conclusive: a protection system may only expose sign"])</script><script>self.__next_f.push([1,"als on particular paths or during a challenge.\"},{\"label\":\"Can it identify reCAPTCHA and hCaptcha?\",\"desc\":\"Yes. Google reCAPTCHA and hCaptcha are included among the eight bundled CAPTCHA detector rules. Detection identifies matching provider signals; it does not guarantee a specific reCAPTCHA version or solve the challenge.\"},{\"label\":\"What does a detection confidence score mean?\",\"desc\":\"It reflects the score produced by matched detector rules. It is useful for reviewing evidence, but it is not a measured probability of correctness, a site security score, or a guarantee that a bypass will succeed.\"},{\"label\":\"Can I scan a website by entering a URL on this page?\",\"desc\":\"No. This page introduces the Chrome extension. Install it and visit the target in your browser to inspect its signals. The repository SDKs also depend on the extension; they are not a standalone hosted detection API.\"},{\"label\":\"What is the difference between Anti-bot Detector and Web Unlocker?\",\"desc\":\"Anti-bot Detector identifies protection signals in your browser for free. Web Unlocker is a separate paid API product for retrieving page content with managed access handling. Detection does not automatically send your target to Web Unlocker or start a paid request.\"},{\"label\":\"When should I choose Agent Browser instead?\",\"desc\":\"Choose Agent Browser when the task needs browser interaction, such as navigation, clicking, scrolling, or maintaining a multi-step session. Consider Web Unlocker when the main goal is to retrieve content from a URL.\"}]},\"banner\":{\"badge\":\"FREE TOOL · CHROME EXTENSION\",\"title\":\"Anti-bot \u003chighlight\u003eDetector\u003c/highlight\u003e\",\"subtitle\":\"See what protects a website.\",\"description\":\"Identify anti-bot systems, CAPTCHA providers, and browser fingerprinting signals with a free Chrome extension. Inspect the evidence before you build your scraper or automation workflow.\",\"addToChrome\":\"Add to Chrome\",\"installFromGithub\":\"Install from GitHub\",\"footer\":\"Free Chrome extension · No account required\"},\"stats\":{\"captchaDetectors\":\"CAPTCHA detectors\",\"antibotWafDetectors\":\"Anti-bot / WAF detectors\",\"fingerprintingDetectors\":\"Fingerprinting detectors\",\"noAccountRequired\":\"No account required\"},\"overview\":{\"title\":\"What is an anti-bot detector?\",\"description\":\"Scrapeless Anti-bot Detector is a free Chrome extension that identifies anti-bot / WAF systems, CAPTCHA providers, and browser fingerprinting activity from signals on the pages you visit. It shows matched technologies and supporting evidence so you can investigate website protection before choosing a scraping or automation approach. The extension detects protection; it does not bypass it or solve CAPTCHAs.\",\"detectionCoverage\":\"Detection coverage\",\"features\":\"Features\",\"howItWorks\":\"How it works\",\"useCases\":\"Use cases\",\"chooseYourNextStep\":\"Choose your next step\",\"faq\":\"FAQ\"},\"identify\":{\"title\":\"What can Anti-bot Detector identify?\",\"description\":\"From visual automation platforms to AI agent frameworks to browser libraries — Scrapeless drops in with first-party support. No rewrites, no compatibility tax.\"},\"detectorMap\":{\"legend\":\"44 Built-in detectors\",\"note\":\"Coverage based on the \u003crules\u003ebundled detector rules\u003c/rules\u003e, reviewed September 23, 2026. No match does not guarantee that a site has no protection.\"},\"identifySections\":{\"antibot\":{\"title\":\"Anti-bot and WAF detection\",\"description\":\"Recognize systems such as Cloudflare Bot Management, Akamai, and DataDome from their observable signals. Use the result to narrow down which protection technology to investigate when requests are blocked or challenged.\"},\"captcha\":{\"title\":\"CAPTCHA type identification\",\"description\":\"Find supported CAPTCHA providers even when a page exposes a script or widget before showing a visible challenge. Provider detection helps you understand what your users or browser workflow may encounter.\",\"note\":\"Provider identification does not guarantee reCAPTCHA version classification or that a challenge is currently active.\"},\"fingerprint\":{\"title\":\"Browser fingerprinting detection\",\"description\":\"Observe when a page a"])</script><script>self.__next_f.push([1,"ccesses supported browser APIs, including Canvas, WebGL, Audio, and WebRTC. This adds context to an automation investigation; API activity alone does not prove malicious tracking or explain why a request was blocked.\",\"seeAll\":\"See all 21 fingerprinting detectors\",\"summary\":\"Canvas, WebGL, Audio, Font, WebRTC, Navigator, Screen, Hardware, Timezone, Battery, Gamepad, USB, Clipboard, Geolocation, Media, Crypto, CSS, IndexedDB, Web Storage, Performance, and Device Orientation.\"}},\"platform\":{\"title\":\"Inspect, compare, and customize\\nyour detection workflow.\",\"subtitle\":\"Move from an initial signal to evidence you can review, keep, and use in your own investigation.\",\"cards\":[{\"label\":\"01 / DETECTION DETAILS\",\"title\":\"See why a technology was detected\",\"description\":\"Open a detection card to inspect the matched provider, category, confidence score, and contributing methods. 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}\n }\n\n /* Table Styles */\n .slp-table-container {\n overflow-x: auto;\n margin: 1.5rem 0;\n }\n .slp-table {\n width: 100%;\n border-collapse: collapse;\n margin: 0;\n font-size: 0.9em;\n box-shadow: var(--slp-shadow);\n border-radius: 8px;\n overflow: hidden;\n }\n .slp-table th, .slp-table td {\n padding: 1rem;\n text-align: left;\n border-bottom: 1px solid var(--slp-border-color);\n }\n .slp-table th {\n background-color: var(--slp-primary-color);\n color: white;\n font-weight: 600;\n }\n .slp-table tr:nth-child(even) {\n background-color: #f9f9f9;\n }\n\n /* Use Case Box */\n .slp-use-case-box {\n background: var(--slp-code-bg);\n border-left: 4px solid var(--slp-gradient-end);\n padding: 1.5rem;\n margin: 1rem 0;\n border-radius: 0 8px 8px 0;\n }\n\n /* FAQ Item */\n .slp-faq-item {\n margin-bottom: 1.5rem;\n padding: 1rem;\n background: var(--slp-code-bg);\n border-radius: 8px;\n }\n .slp-faq-question {\n font-weight: 600;\n color: var(--slp-primary-color);\n margin-bottom: 0.5rem;\n }\n\n /* Internal Links Section */\n .slp-internal-links {\n margin: 2rem 0;\n padding: 1.5rem;\n background: var(--slp-code-bg);\n border-radius: 8px;\n }\n .slp-internal-links .slp-h3 {\n color: var(--slp-primary-color);\n margin-bottom: 1rem;\n }\n .slp-internal-links ul {\n list-style: none;\n padding: 0;\n }\n .slp-internal-links li {\n margin-bottom: 0.5rem;\n }\n .slp-internal-links a {\n color: var(--slp-primary-color);\n text-decoration: none;\n font-weight: 500;\n }\n .slp-internal-links a:hover {\n text-decoration: underline;\n }\n\n /* CTA Button */\n .slp-cta-section {\n background: linear-gradient(135deg, var(--slp-gradient-start), var(--slp-gradient-end));\n padding: 2rem;\n border-radius: 12px;\n text-align: center;\n margin: 2rem 0;\n color: white;\n }\n .slp-cta-button {\n display: inline-block;\n background: white;\n color: var(--slp-primary-color);\n padding: 1rem 2rem;\n text-decoration: none;\n border-radius: 8px;\n font-weight: 600;\n margin-top: 1rem;\n transition: transform 0.2s;\n }\n .slp-cta-button:hover {\n transform: translateY(-2px);\n }\n\n /* List Styles */\n .slp-ul {\n "])</script><script>self.__next_f.push([1," list-style-type: disc;\n margin-left: 1.5em;\n margin-bottom: 1em;\n }\n .slp-li {\n margin-bottom: 0.5em;\n }\n\n /* References */\n .slp-references {\n margin-top: 3em;\n padding-top: 1em;\n border-top: 1px solid var(--slp-border-color);\n font-size: 0.85em;\n }\n .slp-references-title {\n font-size: 1.2em;\n font-weight: 600;\n margin-bottom: 0.5em;\n }\n .slp-references-list {\n list-style-type: decimal;\n margin-left: 1.5em;\n padding: 0;\n }\n .slp-references-list li {\n margin-bottom: 0.5em;\n }\n \u003c/style\u003e\n\n \u003cdiv class=\"slp-h1-container\"\u003e\n \u003ch1 class=\"slp-h1\"\u003eHow to Scrape CNN Article Titles with Scrapeless\u003c/h1\u003e\n \u003c/div\u003e\n\n \u003c!-- Interactive Demo Section --\u003e\n \u003cdiv class=\"slp-demo-section\"\u003e\n \u003ch2 class=\"slp-h2\" style=\"border-left: none; padding-left: 0; margin-top: 0; color: var(--slp-text-dark);\"\u003eLive Demo: Scraping CNN with Scrapeless\u003c/h2\u003e\n \u003cp class=\"slp-p\"\u003eClick the button below to simulate how Scrapeless instantly extracts structured data from a complex CNN article page.\u003c/p\u003e\n \n \u003cdiv class=\"slp-demo-input-group\"\u003e\n \u003cinput type=\"text\" id=\"slp-amazon-url\" value=\"https://www.cnn.com/2025/11/19/politics/trump-epstein-files-release-house-senate-analysis\" readonly\u003e\n \u003cbutton class=\"slp-demo-button\" id=\"slp-scrape-button\"\u003eSCRAPE\u003c/button\u003e\n \u003c/div\u003e\n \n \u003cdiv class=\"slp-demo-output\" id=\"slp-output-box\"\u003e\n \u003cspan id=\"slp-output-text\" class=\"slp-demo-output-text\"\u003eClick 'SCRAPE' to see the instant data extraction...\u003c/span\u003e\n \u003c/div\u003e\n \u003c/div\u003e\n \n \u003c!-- Content from Markdown --\u003e\n \u003cdiv class=\"slp-intro-section\"\u003e\u003cp class=\"slp-p\"\u003eCNN article titles are the most critical element for news aggregation, competitive analysis, and trend monitoring. They provide a concise summary of the content and are essential for SEO and content strategy. However, scraping these titles from CNN's dynamically loaded and constantly updated pages can be challenging. \u003cstrong class=\"slp-strong\"\u003eScrapeless\u003c/strong\u003e offers a reliable solution to accurately and efficiently scrape CNN Article Titles, ensuring you capture the latest headlines without being blocked. This guide details the best methods to leverage Scrapeless for title extraction.\u003c/p\u003e\u003c/div\u003e\n\u003ch2 class=\"slp-h2\"\u003eDefinition Module\u003c/h2\u003e\n\u003ch3 class=\"slp-h3\"\u003eWhat is CNN Article Title Scraping?\u003c/h3\u003e\nThis is the automated process of extracting the main headline or title of a news article from a CNN page. This includes titles from the main page, section pages, and individual article pages. Scrapeless is necessary to handle the dynamic rendering of the page and to isolate the title from surrounding text and metadata.\n\u003ch3 class=\"slp-h3\"\u003eClarifying Common Misconceptions\u003c/h3\u003e\n\u003cp class=\"slp-p\"\u003e\u003cstrong class=\"slp-strong\"\u003eMisconception:\u003c/strong\u003e The title is always in the `\u003ctitle\u003e` tag.\u003c/p\u003e\n\u003cp class=\"slp-p\"\u003e\u003cstrong class=\"slp-strong\"\u003eClarification:\u003c/strong\u003e While the `\u003ctitle\u003e` tag is a good starting point, the on-page H1 title is often slightly different and more SEO-optimized. Scrapeless targets the visible H1 for the most relevant title.\u003c/p\u003e\n\u003cp class=\"slp-p\"\u003e\u003cstrong class=\"slp-strong\"\u003eMisconception:\u003c/strong\u003e Scraping titles is a simple request.\u003c/p\u003e\n\u003cp class=\"slp-p\"\u003e\u003cstrong class=\"slp-strong\"\u003eClarification:\u003c/strong\u003e CNN uses sophisticated anti-bot measures. Simple requests are quickly blocked. Scrapeless uses a managed browser environment to simulate a real user, ensuring successful title extraction.\u003c/p\u003e\n\u003cp class=\"slp-p\"\u003e\u003cstrong class=\"slp-strong\"\u003eMisconception:\u003c/strong\u003e I only need the title from the article page.\u003c/p\u003e\n\u003cp class=\"slp-p\"\u003e\u003cstrong class=\"slp-strong\"\u003eClarification:\u003c/strong\u003e For news aggregation, you often need titles from the main feed or section pages. Scrapeless can extract titles from lists of articles, providing a scalable solution for bulk data collection.\u003c/p\u003e\n\u003ch2 class=\"slp-h2\"\u003e"])</script><script>self.__next_f.push([1,"Application Scenarios \u0026 Examples\u003c/h2\u003e\n\u003ch2 class=\"slp-h2\"\u003eFAQ Module (Frequently Asked Questions)\u003c/h2\u003e\n\u003cdiv class=\"slp-internal-links\"\u003e\n \u003ch3 class=\"slp-h3\"\u003eInternal Links\u003c/h3\u003e\n \u003cp class=\"slp-p\"\u003eFor more comprehensive information, please refer to the following related pages on the Scrapeless website:\u003c/p\u003e\n \u003cul class=\"slp-ul\"\u003e\n\u003cli\u003e\u003ca class=\"slp-a\" href=\"https://www.scrapeless.com/en/blog/web-scraping-tool\" rel=\"nofollow\"\u003eScrapeless: The Most Powerful Web Scraping Tool\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca class=\"slp-a\" href=\"https://www.scrapeless.com/en/blog/scrape-cnn\" rel=\"nofollow\"\u003eHow to Scrape CNN Data: A Complete Guide\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca class=\"slp-a\" href=\"https://www.scrapeless.com/en/blog/web-scraping-python\" rel=\"nofollow\"\u003ePython Web Scraping: Full Tutorial With Examples\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca class=\"slp-a\" href=\"https://www.scrapeless.com/en/blog/scrape-youtube\" rel=\"nofollow\"\u003eYouTube Scraping API - Extracting Video Data at Scale\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca class=\"slp-a\" href=\"https://www.scrapeless.com/en/blog/scrape-facebook\" rel=\"nofollow\"\u003eFacebook Scraping API - Get Public Data Easily\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n \u003c/div\u003e\n\n \u003cdiv class=\"slp-cta-section\"\u003e\n \u003cp class=\"slp-p\" style=\"font-size: 1.5rem; font-weight: 700; margin-bottom: 0.5rem;\"\u003eReady to experience efficient, hassle-free Amazon data extraction?\u003c/p\u003e\n \u003cp class=\"slp-p\" style=\"font-size: 1.1rem; margin-bottom: 1rem;\"\u003eStart your free trial with Scrapeless today and unlock powerful anti-detection capabilities to supercharge your data collection efforts!\u003c/p\u003e\n \u003ca class=\"slp-cta-button\" href=\"https://app.scrapeless.com/passport/login?utm_source=pageai3\"\u003eStart Your Free Scrapeless Trial Now\u003c/a\u003e\n \u003c/div\u003e\n\n \u003cdiv class=\"slp-references\"\u003e\n \u003ch3 class=\"slp-references-title\"\u003eReferences\u003c/h3\u003e\n \n \u003col class=\"slp-references-list\"\u003e\n \u003cli\u003eScrapeless Official Website. \u003cem\u003eScrapeless: Effortless Web Scraping Toolkit\u003c/em\u003e. \u003ca class=\"slp-a\" href=\"https://www.scrapeless.com/\" rel=\"nofollow\"\u003ehttps://www.scrapeless.com/\u003c/a\u003e\u003c/li\u003e\n \u003c/ol\u003e\n \n \u003c/div\u003e\n\n \u003cscript\u003e\n document.addEventListener('DOMContentLoaded', function() {\n const scrapeButton = document.getElementById('slp-scrape-button');\n const outputBox = document.getElementById('slp-output-box');\n const outputTextSpan = document.getElementById('slp-output-text');\n \n // Content from pasted_content_2.txt, formatted as a simulated JSON output\n const demoContent = `\"Start the day here\n\n[Bill to release Epstein files headed to Trump's desk. US may be in for severe flu season. LeBron James sets new record.](https://www.cnn.com/2025/11/19/us/5-things-to-know-for-nov-19-epstein-files-saudi-meeting-ice-raids-flu-season-russian-strikes)\n\n[Politics](https://www.cnn.com/politics)• 7 min read\n\n# A Washington humiliation leaves Trump more politically exposed on Epstein than ever before\n\nAnalysis by\n\n[![Stephen Collinson Profile](https://media.cnn.com/api/v1/images/stellar/prod/150506104237-stephen-collinson-profile.jpg?c=16x9\u0026q=h_270,w_480,c_fill/c_thumb,g_face,w_50,h_50)](https://www.cnn.com/profiles/stephen-collinson)[Stephen Collinson](https://www.cnn.com/profiles/stephen-collinson)\n\n7 hr ago\n\nPUBLISHED Nov 19, 2025, 12:00 AM ET\n\nDonald TrumpCongressional newsFederal agencies\n\n[See all topics](https://www.cnn.com/follow)\n\nFacebookTweet[Email](mailto:?subject=CNN%20content%20share\u0026body=Check%20out%20this%20article%3A%0Ahttps%3A%2F%2Fwww.cnn.com%2F2025%2F11%2F19%2Fpolitics%2Ftrump-epstein-files-release-house-senate-analysis \"\"Share with email\"\")Link\n\nLink Copied!\n\n\n![President Donald Trump speaks during a bilateral meeting with Crown Prince Mohammed bin Salman of Saudi Arabia in the Oval Office on November 18, 2025.](https://media.cnn.com/api/v1/images/stellar/prod/gettyimages-2247321387-20251119021425881.jpg?c=original\u0026q=w_1041,c_fill)\n\nPresident Donald Trump speaks during a bilateral meeting with Crown Prince Mohammed bin Salman of Saudi Arabia in the Oval Office on November 18, 2025.\n\nWin McNamee/Getty Images\n\nTo paraphrase a perennial Washing"])</script><script>self.__next_f.push([1,"ton question: What is the president going to release and when is he going to release it?\n\n\nDonald Trump is reeling from a spectacular defeat, easily his worst from his own party on Capitol Hill during two turbulent presidencies, after every step he took to stall and deflect [the Jeffrey Epstein saga](https://www.cnn.com/2025/11/18/politics/epstein-survivors-house-vote) blew up in his face.\n\n\nNo one would have believed as recently as this past weekend that a bill requiring the Justice Department to release files related to the convicted sex offender would [race through the GOP Congress](https://www.cnn.com/2025/11/18/politics/epstein-files-vote-house) with only [one vote against it](https://www.cnn.com/2025/11/18/politics/clay-higgins-against-epstein-files-release) by Tuesday evening.\n\n\nAd Feedback\n\nBut such can be the power of suddenly unleashed political justice.\n\n\nNow, Trump and his Attorney General Pam Bondi, who both triggered the political uproar by pledging to open the Epstein files, only to then refuse to do so, are back where they started. Only in a much more vulnerable political position.\n\n\nAnd they have unappetizing political choices at a moment when Trump’s presidency appears damaged, [his popularity is falling](https://www.cnn.com/polling/approval/trump-cnn-poll-of-polls) and a crush of other intractable issues bogs down his White House. Speculation is growing about whether a president who many were recently warning was a dictator is close to becoming a lame duck.\n\n\n## Vindication for victims\n\nThe overwhelming House and Senate moves to release the Epstein files are a stunning triumph for Epstein’s victims after they became more visible earlier this summer. A president who believes he enjoys unfettered power and who disdains democracy was defeated by grassroots political campaigning in combination with a handful of courageous lawmakers from both parties.\n\n\nBut Haley Robson, a survivor of Epstein’s abuse, [told CNN’s Erin Burnett](https://www.cnn.com/2025/11/18/us/video/ebof-epstein-survivor-haley-robson-on-vote) that Tuesday’s moves were not the end for women who long ago lost trust the government would protect them. “We have to be very honest with ourselves. … We do have a long road in front of us,” she said.\n\n\nBut the pressure of the survivors’ campaign now threatens to bear down on Trump alone, after the House and the Senate moved with extraordinary speed to dump a radioactive political issue on the White House. 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