best crm for startups
3
▲ +2
knowledge_graph
See what a traveller in any market actually finds when they search a route or a destination — which intermediaries rank, which properties surface, and how that differs by country. Responses in under one second, from $1 per 1,000 requests, dropping under $0.50 at volume.
No credit card required · No proxy setup · View Google Search API Docs
<1s
Typical response time
$1/1K
List price, under $0.50 at volume
0
Charge for failed requests
195
Countries, city-level targeting
Travel demand starts as a search. What a traveller sees at that moment decides which brand gets the booking.
01
OTAs and metasearch
Track your visibility against competitors for route and destination queries, market by market.
02
Airline digital teams
See whether your own route pages or an intermediary owns the query for your flights.
03
Hotel groups and revenue teams
Watch which properties surface in local packs for the destinations you compete in.
04
Destination marketing organisations
Measure how a destination is represented in the origin markets you target.
05
Travel affiliates and publishers
Find route and destination queries where the incumbents are beatable.
Travel is bought across borders, which breaks the assumptions most reporting is built on.
The origin market changes everything
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.
Wrong markets prioritisedIntermediaries sit between you and the traveller
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.
Paying intermediaries for your own demandSeasonality makes one reading useless
Travel queries shift with booking windows and seasons. A single snapshot tells you where things stood that week, not where the curve is heading.
Decisions made on a single weekOne 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.
organic_results[]
array
Ranked results for the query.
position
integer
Organic rank, excluding ads and feature blocks.
title
string
Result headline as rendered by Google.
link
string
Destination URL.
snippet
string
Description text shown under the title.
snippet_highlighted_words
array
Terms Google bolded in the snippet.
source
string
Publisher name attributed by Google.
local_results
object
Property pack with position, rating, reviews, price level, address, and GPS coordinates.
knowledge_graph
object
Destination or property panel and the web results behind it.
related_searches
object
Adjacent travel queries, useful for mapping how a destination is explored.
pagination
object
current, next, and other_pages for going deeper.
search_information
object
Query displayed, total results, and spelling-correction state.
metadata
object
Engine used and the stored raw page URL for auditing.
POST /api/v1/scraper/request
200 ok
# request curl --location 'https://api.scrapeless.com/api/v1/scraper/request' \ --header 'x-api-token: <api-key>' \ --header 'Content-Type: application/json' \ --data '{ "actor": "scraper.google.search", "input": { "q": "flights chicago to london", "location": "Chicago, Illinois", "gl": "us", "hl": "en" } }' # response (trimmed) { "organic_results": [ { "position": 1, "title": "Chicago to London from $428", "link": "https://ota-a.com/ord-lhr", "source": "OTA A" } ], "knowledge_graph": { "source": "Wikipedia" }, "related_searches": { /* adjacent queries */ }, "search_information": { "query_displayed": "flights chicago to london" } }
Full parameter and field reference
Also tracking offers and price positioning? See Google Shopping price monitoring.
Build your query grid
Routes, destinations, and property terms crossed with the origin markets you sell into. One request per pair.
Search from the origin market
Pass a city in location with matching gl and hl, so results reflect the traveller you are competing for rather than your own network.
Classify who owns the query
Tag each result as supplier, OTA, metasearch, or publisher. The share split across markets is the report worth circulating.
The fastest response in the category
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.
under 1s
typical vendor window
Search from the traveller's market
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.
Location Parameters
"location": "Chicago, Illinois"
"gl": "br" "hl": "pt"
195 countries covered
Properties and destinations in one call
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.
Response Fields
local_results.places[]
knowledge_graph{}
related_searches{}
Depth past the first page
Page with start and control volume with num, so a visibility audit reaches the affiliates and smaller intermediaries a first-page view never surfaces.
Pagination
"start": 0 | 10 | 20 …
"num": results per page
pagination.next
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.
Business
$0 then consumption-based pricing at 0% off. Most common for agency and platform workloads.
Custom
Volume rates, dedicated concurrency, and a named solutions engineer.
Teams measuring travel visibility usually choose between building collection, licensing a rank tool, and querying the results page directly.
Scrapeless Google Search API
Build it in-house
Typical SERP API vendor
Typical response time
Under one second
Degrades under load
Multiple seconds
Origin market granularity
City-level, included
Residential IPs per market
Country-level on most plans
Blocks in one response
Organic, local pack, knowledge panel
Separate parsers per block
Often extra endpoints
Entry price per 1K
$1.00, under $0.50 at volume
Proxy and engineering cost
$1.00 and up
Cost of a blocked request
Never billed
Paid in bandwidth either way
Usually billed
Time to first clean dataset
Under an hour
4–8 weeks
Days
Start collecting travel search data on the fastest, lowest-cost API
Sub-second results from any origin market, from $1 per 1,000 requests, dropping under $0.50 at volume, with failed requests never billed. See the full endpoint reference, parameter list, and pricing.
Official SDKs and verified nodes, so a scheduled rank pull is a configuration task rather than a build.
Python SDK
Node.js SDK
Go SDK
n8n verified node
Make
Pipedream
Activepieces
Dify
MCP server
Webhooks
Need implementation details? View product details or open the Google Search API docs for the full parameter list, response schema, and SDK examples.
Explore focused solutions for search visibility, AI retrieval, commerce intelligence, research and monitoring. Each use case connects Google Search API results to a clear business outcome.
SEO Rank Monitoring
Measure domain visibility, ranking pages and SERP feature presence across keyword groups, markets and devices.
Local SEO & Rankings
Compare local rankings, business listings, Maps visibility and review signals across cities, regions and service areas.
AI SEO & GEO Visibility
Monitor brand mentions, citations and source visibility across AI-generated search experiences and target topics.
Product & Market Research
Study demand signals, alternatives, category presence and competing offers through structured search results.
AI Models & RAG
Give LLMs, agents and RAG pipelines current, attributable search context for grounding and retrieval workflows.
Keyword Rank Tracking
Track exact keyword positions and movement over time by location, language, device and result type.
Shopping Price Monitoring
Compare public Google Shopping prices, merchants, ratings and product visibility for selected categories.
News & Media Monitoring
Follow headlines, publishers, emerging stories and shifts in public narratives across relevant queries.
Travel Data
Structure Google Flights and Hotels results for route, stay, destination and travel-market research.
Recruitment Data
Collect Google Jobs results to monitor roles, employers, locations and labor-market demand.
Ad Verification
Verify PPC and Ads visibility, placement and competitive messaging across target queries and markets.
Academic Research
Organize Google Scholar results, authors and cited sources for academic and evidence-based research.
Trend Analysis
Use Google Trends signals to compare changing interest across topics, time periods and markets.
Image Search
Use Google Lens and Images results to discover visual matches, sources and related content.
Brand Monitoring
Track where a brand appears across organic results, news, shopping and other SERP surfaces.
A solutions engineer will scope your query grid, origin markets, and refresh frequency, then send back custom pricing — usually within one business day. Smaller grids can start free today.