Google Trends Scraper: Which Is the Most Effective Tool?

Senior Web Scraping Engineer
What is Google Trends?

Google Trends is a free service developed by Google that analyzes all search queries through the Google search engine. Using this tool, you can discover the search interest rate for a specific keyword in a specific region and over a specific time period.
Google Trends has become a popular tool for understanding current web trends. It displays current popular search topics and provides keyword analysis and insights. Needless to say, it is a valuable source of data for marketers and SEO experts.
Why scrape Google Trends?
It is a powerful tool to understand the global market, and it mainly provides the following powerful features:
- Comprehensive analysis of search keyword usage through explanatory charts.
- Search volume, related queries, and search keyword topics.
- Group results according to specific time frames and geographic locations.
- Real-time and historical searches for popular search topics.
Google Trends gives us an understanding of current search patterns and trends, which helps in market research, decision-making, and getting higher rankings on search pages.
How can Google Trends help us?
- Keyword research: Google Trends is widely used among SEO experts and content marketers. Since it provides insights into the past and current popularity of search terms, these professionals can customize their marketing strategies to get more website traffic. By crawling Google Trends with Python, marketers can get search volume data for popular topics.
- Market research: Google Trends data can be used for market research to help businesses understand consumer interests and preferences over time. For example, e-commerce businesses can use Google Trends search insights for product development by analyzing geographic location trends.
- Social Research: The Google Trends interface is a valuable resource for journalists and researchers to get a glimpse into social trends and public interest in hot topics. With the help of the Google Trends scraper, they can monitor hot topics over a specific time period and analyze public interest.
- Brand Monitoring: Businesses and marketing teams must monitor the perception of their brands in the market. When you scrape Google Trends data, you can compare brand awareness with competitors and quickly react to changes in public perception.
Scrapeless Scraping API - the Best Google Trends API
Google Trends does not provide an official API for scraping trend data, but you can use third-party APIs and libraries to access this information, such as the Scrapeless Scraping API.

Scrapeless can help you scrape Google Trends easily. It is an innovative solution designed to simplify the process of extracting data from websites. Our API is designed to navigate the most complex web environments and effectively manage dynamic content and JavaScript rendering.
With the advanced Scraping API, you can easily access and scrape Google Trends data without writing or maintaining complex scraping scripts. Simply call the API we provide to quickly get all the information you need.
Let's see the detailed steps:
- Step 1. Log in to Scrapeless
- Step 2. Click the "Scraping API"

- Step 3. Find our "Google Trends" Panal and enter it:

- Step 4. Configure your data at the left operation panal:

- Step 5. Click the "Start Scraping" button and then you can get the result:

- Or you can deploy our API to your own project like:
Python
import http.client
import json
conn = http.client.HTTPSConnection("api.scrapeless.com")
payload = json.dumps({
"actor": "scraper.google.trends",
"input": {
"keywords": "Mercedes-Benz,BMW X5",
"geo": "",
"time": "today 1-m",
"category": "0",
"property": ""
},
"proxy": {
"country": "US"
}
})
headers = {
'Content-Type': 'application/json'
}
conn.request("POST", "/api/v1/scraper/request", payload, headers)
res = conn.getresponse()
data = res.read()
print(data.decode("utf-8"))
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FAQs
Q1. Is it legal to scrape Google Trends data?
Scraping public data from Google Trends is legal. However, you should always review and comply with Google's Terms of Service and applicable laws and regulations regarding web scraping. Also, be aware of any rate limits or restrictions imposed by Google to avoid potential issues.
Q2. Can I scrape historical trend data from Google Trends?
Yes, you can scrape trend data from a specific date by changing the date parameter in the Google Trends API.
Q3. How to fetch data from Google Trends?
- Open Google Trends.
- Search for a term.
- In the top right of the chart, click Download.
- Open the file using a spreadsheet application, like Google Sheets.
The Ending Thoughts
Google Trends is a valuable data tool that provides keyword analysis and popular search topics by analyzing search queries on the search engine.
In this article, we explained:
- What is Google Trends.
- The power of Google Trends
- The most effective way to scrape Google Trends - Scrapeless Scraping API
At Scrapeless, we only access publicly available data while strictly complying with applicable laws, regulations, and website privacy policies. The content in this blog is for demonstration purposes only and does not involve any illegal or infringing activities. We make no guarantees and disclaim all liability for the use of information from this blog or third-party links. Before engaging in any scraping activities, consult your legal advisor and review the target website's terms of service or obtain the necessary permissions.