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Google Trends Data Extraction API

The Google Trends Data Extraction API delivers accurate, scalable access to search interest data without official API limits. This API bypasses restrictions using advanced scraping techniques, providing structured JSON responses for keywords, regions, and time series. Developers can integrate it seamlessly into Python scripts or Node.js apps for automated trend analysis and market research.

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What Can You Build With Google Trends Data Extraction API Scraper?

Build keyword trackers to monitor google trends index and interest over time, create comparative dashboards for google trends compare across regions like google trends brasil or uk, and automate market research with how to get data from google trends for evergreen products. Integrate pytrends google trends python example workflows or visualize hot searches google trends for real-time insights.

XCrawl

Real-Time Data Extraction

Fetch live Google Trends data including interest over time and regional metrics with JSON output, perfect for dashboards and automated reporting without delays.

XCrawl

No Official API Needed

Answers 'does google trends have an api' by providing a robust alternative with pytrends-like functionality, async requests, and scalable endpoints for developers.

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Regional and Comparative Insights

Extract data for google trends azerbaijan, brasil, uk, usa, supporting comparisons and bulk checks with high accuracy and structured datasets.

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Easy Integration & Export

Seamless Python or REST API integration, with options for CSV/JSON export, scheduling, and visualization tools like google trends visual.

Trusted by Data-Driven Teams Worldwide

Used by teams across analytics, research, monitoring, and growth workflows.

XCrawl

Available Google Trends Data Extraction API Scrapers

Access the most commonly used Google Trends Data Extraction API data types — fully structured, consistently formatted, and production-ready.

how to scrape google trends

Scrape interest data, related queries, and trends for any keyword with anti-detection proxies.

Scraping method:
  • keyword
  • interest_over_time
  • region
  • date_range
  • scale
  • related_queries
  • rising_queries

google trends api for interest over time

Extract historical and real-time interest scores adjusted for seasonality and scale.

Scraping method:
  • keyword
  • interest_values
  • timestamp
  • geo
  • category
  • is_partial

google trends compare

Compare multiple keywords' performance across time periods and locations.

Scraping method:
  • keywords
  • comparison_data
  • interest_avg
  • peak_date
  • region
  • scale

pytrends google trends python example

Python-friendly endpoint mimicking PyTrends for easy scripting and data pulls.

Scraping method:
  • query
  • trends_data
  • dataframe_json
  • hits
  • is_trending

hot searches google trends

Retrieve daily hot trends, breakout searches, and real-time popular queries.

Scraping method:
  • trend_title
  • search_volume
  • related_topics
  • geo
  • time
  • traffic

google trends tracker

Track keyword performance over custom intervals with alerts and historical logs.

Scraping method:
  • keyword
  • current_interest
  • change_7d
  • high_interest_date
  • forecast
  • competitors

Google Trends Data Extraction API crawling methods

XCrawl

API Scraping (For Developers)

Integrate via REST API with Python, Node.js, or any HTTP client for programmatic access.

  • XCrawl
    Async Python Requests
    Use pytrends google trends python example style with async endpoints for high-volume scraping without rate limits.
  • XCrawl
    JSON Webhooks
    Receive structured data via webhooks, ideal for google trends integration into data pipelines.
  • XCrawl
    Custom Parameters
    Fine-tune geo, timeframe, and categories for precise google trends api for interest over time queries.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use the intuitive dashboard for visual scraping setup, scheduling, and exports without coding.

  • XCrawl
    Visual Query Builder
    Select keywords, regions, and dates via drag-and-drop for google trends compare and tracker setups.
  • XCrawl
    Automated Scheduling
    Run daily crawls for hot searches google trends with email alerts and history.
  • XCrawl
    CSV/Excel Exports
    Download cleaned datasets ready for Google Sheets or BigQuery integration.

Code examples

Retrieve Google Trends Data Extraction API posts and author information in seconds with a simple API call.

Input
Shell
curl -X POST https://xcrawl.com -H "Authorization: YOU_TOKEN" -H "Content-Type: application/json" -d "{\"geo\":\"US\",\"context\":{\"keyword_list\":[{\"keyword\":\"Apple\"}],\"start_page\":1,\"pages\":1},\"source\":\"amazon_search\"}"
Output
Json
{
"result":[
{
"content":{
"url":"https://www.amazon.com/s?k=Apple&page=1"
"page":1
"query":"Apple"
"results":{
"organic":[
{
"pos":1
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTIyMDE1MTYwMjo6MDo6&url=%2FApple-11-inch-Intelligence-Display-All-Day%2Fdp%2FB0DZ73HCJZ%2Fref%3Dsr_1_1_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-1-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DZ73HCJZ"
"price":499.99
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleiPad Air 11-inch with M3 chip Built for Apple Intelligence, Liquid Retina Display, 128GB, 12MP Front/Back Camera, Wi-Fi 6E, Touch ID, All-Day Battery Life — Purple"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71b-vc2xzlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":499.99
"is_sponsored":false
"sales_volume":"1K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":599
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":2
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTI5NzA2MjkwMjo6MDo6&url=%2FApple-Bluetooth-Headphones-Personalized-Effortless%2Fdp%2FB0DGHMNQ5Z%2Fref%3Dsr_1_2_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-2-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DGHMNQ5Z"
"price":117
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, Personalized Spatial Audio, Sweat and Water Resistant, USB-C Charging Case, H2 Chip, Up to 30 Hours of Battery Life, Effortless Setup for iPhone"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":117
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":129
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":3
"url":"https://www.amazon.com/Apple-MX542LL-A-AirTag-Pack/dp/B0D54JZTHY/ref=sr_1_3?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-3"
"asin":"B0D54JZTHY"
"price":79.98
"title":"AppleAirTag 4 Pack. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61bMNCeAUAL._AC_UY218_.jpg"
"best_seller":false
"price_upper":79.98
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":99
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":4
"url":"https://www.amazon.com/Apple-MX532LL-A-AirTag/dp/B0CWXNS552/ref=sr_1_4?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-4"
"asin":"B0CWXNS552"
"price":17.97
"title":"AppleAirTag. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71rP7f78eFL._AC_UY218_.jpg"
"best_seller":false
"price_upper":17.97
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":29
"shipping_information":"FREE delivery Sun, Nov 23 on $35 of items shipped by AmazonOr fastest delivery Tomorrow, Nov 19"
},
{
"pos":5
"url":"https://www.amazon.com/Apple-iPad-Pro-13-inch-M5/dp/B0FWCXMR3W/ref=sr_1_5?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-5"
"asin":"B0FWCXMR3W"
"price":2499
"title":"AppleiPad Pro 13-inch (M5): Ultra Retina XDR Display, 2TB, 12MP Front/Back Camera, LiDAR Scanner, Wi-Fi 7 with Apple N1 + 5G Cellular with C1X chip, Face ID, All-Day Battery Life — Space Black"
"rating":4.6
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/715V3wbnD6L._AC_UY218_.jpg"
"best_seller":false
"price_upper":2499
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":16
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Thu, Nov 20"
},
{
"pos":6
"url":"https://www.amazon.com/Apple-Cancellation-Translation-Headphones-High-Fidelity/dp/B0FQFB8FMG/ref=sr_1_6?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-6"
"asin":"B0FQFB8FMG"
"price":249
"title":"AppleAirPods Pro 3 Wireless Earbuds, Active Noise Cancellation, Live Translation, Heart Rate Sensing, Hearing Aid Feature, Bluetooth Headphones, Spatial Audio, High-Fidelity Sound, USB-C Charging"
"rating":4.4
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61solmQSSlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":249
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":7
"url":"https://www.amazon.com/Apple-2025-MacBook-13-inch-Laptop/dp/B0DZD9S5GC/ref=sr_1_7?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-7"
"asin":"B0DZD9S5GC"
"price":749.99
"title":"Apple2025 MacBook Air 13-inch Laptop with M4 chip: Built for Apple Intelligence, 13.6-inch Liquid Retina Display, 16GB Unified Memory, 256GB SSD Storage, 12MP Center Stage Camera, Touch ID; Midnight"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71cWZUr9SVL._AC_UY218_.jpg"
"best_seller":false
"price_upper":749.99
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":999
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":8
"url":"https://www.amazon.com/Apple-Headphones-Cancellation-Transparency-Personalized/dp/B0DGJ7HYG1/ref=sr_1_8?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-8"
"asin":"B0DGJ7HYG1"
"price":148.99
"title":"AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, with Active Noise Cancellation, Adaptive Audio, Transparency Mode, Personalized Spatial Audio, USB-C Charging Case, Wireless Charging, H2 Chip"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":148.99
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":179
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
],
"amazons_choices":[
],
},
},
},
],
},

How the Google Trends Data Extraction API Scraper API works?

  • XCrawlIntelligent IP rotation
  • XCrawlAutomatic CAPTCHA recognition
  • XCrawlHTTP headers
  • XCrawlAutomatic webpage parsing
  • XCrawlCustomizable support

What can our API do for you?

XCrawl

Proxy management

ML-driven proxy selection and rotation using our premium proxy pool from 190 countries.

XCrawl

AI-driven fingerprinting

Unique HTTP headers, JavaScript, and browser fingerprints ensure resilience to dynamic content.

XCrawl

CAPTCHA bypass

Automatic retries and CAPTCHA bypassing for uninterrupted data retrieval.

XCrawl

Bulk data extraction

Extract data from several pages at the same time with up to 10K URLs per batch.

XCrawl

Multiple delivery options

Receive data via cloud storage such as SFTP or AWSS3, or retrieve results through APIs.

XCrawl

Scheduled scraping

Set your preferred frequency for automated, custom-timed data collection, with results delivered directly to your cloud storage.

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Maintenance-free infrastructure

Eliminate proxy maintenance and infrastructure hassle. No need to build crawler systems.

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Highly scalable

Easy to integrate with support for customization.

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24/7 support

Receive professional support in case of anyquestions or issues.

XCrawl Transparent

Flexible Pricing

Transparent web scraping pricing with flexible API subscription plans. Compare data extraction costs, purchase crawler access, and start free — then scale as you grow.

Monthly
Yearly Hot

Scale Plans

High-volume plans for teams that need more power and dedicated support.

Enjoy higher rate limits, more concurrent browsers, and priority support.

Contact Sales
We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

Finally, a reliable way to how to get data from google trends without hassle. Dataset quality is top-notch for our market reports.

Alex Rivera
Alex Rivera
Data Analyst
★★★★★
4.9

Love the google trends compare feature—easy integration and accurate interest over time data saved us weeks of manual work.

Sara Kim
Sara Kim
SEO Specialist
★★★★★
5.0

Pytrends google trends python example was a breeze to adapt. Fast scraping and JSON output for our dashboard.

Mike Chen
Mike Chen
Python Developer
★★★★★
4.8

Hot searches google trends endpoint gives real-time insights we couldn't get elsewhere. Highly recommend!

Laura Patel
Laura Patel
Marketing Lead
★★★★★
4.9

Google trends tracker automated our keyword research. Pricing is fair and data precise.

David Lopez
David Lopez
Growth Hacker
★★★★★
5.0

Seamless google trends integration with BigQuery. Answers 'does google trends have an api' perfectly.

Emma Wilson
Emma Wilson
BI Engineer
★★★★★
4.7

Used for google trends brasil and usa—regional data is spot-on for evergreen product research.

Raj Singh
Raj Singh
Product Manager
★★★★★
5.0

Explains what does 100 mean on google trends through clean, normalized outputs. Game-changer.

Nina Foster
Nina Foster
Content Strategist
★★★★★
4.9

Scalable and reliable for bulk pulls. No more headaches with official google trends api limits.

Tom Bakker
Tom Bakker
DevOps Engineer
★★★★★
5.0

Google trends visual exports are beautiful. Easy to use for how to use google trends to research evergreen product.

Olivia Grant
Olivia Grant
Research Analyst
★★★★★
5.0

Finally, a reliable way to how to get data from google trends without hassle. Dataset quality is top-notch for our market reports.

Alex Rivera
Alex Rivera
Data Analyst
★★★★★
4.9

Love the google trends compare feature—easy integration and accurate interest over time data saved us weeks of manual work.

Sara Kim
Sara Kim
SEO Specialist
★★★★★
5.0

Pytrends google trends python example was a breeze to adapt. Fast scraping and JSON output for our dashboard.

Mike Chen
Mike Chen
Python Developer
★★★★★
4.8

Hot searches google trends endpoint gives real-time insights we couldn't get elsewhere. Highly recommend!

Laura Patel
Laura Patel
Marketing Lead
★★★★★
4.9

Google trends tracker automated our keyword research. Pricing is fair and data precise.

David Lopez
David Lopez
Growth Hacker
★★★★★
5.0

Seamless google trends integration with BigQuery. Answers 'does google trends have an api' perfectly.

Emma Wilson
Emma Wilson
BI Engineer
★★★★★
4.7

Used for google trends brasil and usa—regional data is spot-on for evergreen product research.

Raj Singh
Raj Singh
Product Manager
★★★★★
5.0

Explains what does 100 mean on google trends through clean, normalized outputs. Game-changer.

Nina Foster
Nina Foster
Content Strategist
★★★★★
4.9

Scalable and reliable for bulk pulls. No more headaches with official google trends api limits.

Tom Bakker
Tom Bakker
DevOps Engineer
★★★★★
5.0

Google trends visual exports are beautiful. Easy to use for how to use google trends to research evergreen product.

Olivia Grant
Olivia Grant
Research Analyst
★★★★★
5.0

Finally, a reliable way to how to get data from google trends without hassle. Dataset quality is top-notch for our market reports.

Alex Rivera
Alex Rivera
Data Analyst
★★★★★
4.9

Love the google trends compare feature—easy integration and accurate interest over time data saved us weeks of manual work.

Sara Kim
Sara Kim
SEO Specialist
★★★★★
5.0

Pytrends google trends python example was a breeze to adapt. Fast scraping and JSON output for our dashboard.

Mike Chen
Mike Chen
Python Developer
★★★★★
4.8

Hot searches google trends endpoint gives real-time insights we couldn't get elsewhere. Highly recommend!

Laura Patel
Laura Patel
Marketing Lead
★★★★★
4.9

Google trends tracker automated our keyword research. Pricing is fair and data precise.

David Lopez
David Lopez
Growth Hacker
★★★★★
5.0

Seamless google trends integration with BigQuery. Answers 'does google trends have an api' perfectly.

Emma Wilson
Emma Wilson
BI Engineer
★★★★★
4.7

Used for google trends brasil and usa—regional data is spot-on for evergreen product research.

Raj Singh
Raj Singh
Product Manager
★★★★★
5.0

Explains what does 100 mean on google trends through clean, normalized outputs. Game-changer.

Nina Foster
Nina Foster
Content Strategist
★★★★★
4.9

Scalable and reliable for bulk pulls. No more headaches with official google trends api limits.

Tom Bakker
Tom Bakker
DevOps Engineer
★★★★★
5.0

Google trends visual exports are beautiful. Easy to use for how to use google trends to research evergreen product.

Olivia Grant
Olivia Grant
Research Analyst
★★★★★
5.0

Finally, a reliable way to how to get data from google trends without hassle. Dataset quality is top-notch for our market reports.

Alex Rivera
Alex Rivera
Data Analyst
★★★★★
4.9

Love the google trends compare feature—easy integration and accurate interest over time data saved us weeks of manual work.

Sara Kim
Sara Kim
SEO Specialist
★★★★★
5.0

Pytrends google trends python example was a breeze to adapt. Fast scraping and JSON output for our dashboard.

Mike Chen
Mike Chen
Python Developer
★★★★★
4.8

Hot searches google trends endpoint gives real-time insights we couldn't get elsewhere. Highly recommend!

Laura Patel
Laura Patel
Marketing Lead
★★★★★
4.9

Google trends tracker automated our keyword research. Pricing is fair and data precise.

David Lopez
David Lopez
Growth Hacker
★★★★★
5.0

Seamless google trends integration with BigQuery. Answers 'does google trends have an api' perfectly.

Emma Wilson
Emma Wilson
BI Engineer
★★★★★
4.7

Used for google trends brasil and usa—regional data is spot-on for evergreen product research.

Raj Singh
Raj Singh
Product Manager
★★★★★
5.0

Explains what does 100 mean on google trends through clean, normalized outputs. Game-changer.

Nina Foster
Nina Foster
Content Strategist
★★★★★
4.9

Scalable and reliable for bulk pulls. No more headaches with official google trends api limits.

Tom Bakker
Tom Bakker
DevOps Engineer
★★★★★
5.0

Google trends visual exports are beautiful. Easy to use for how to use google trends to research evergreen product.

Olivia Grant
Olivia Grant
Research Analyst
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Leader
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Frequently asked questions

Everything you need to know about XCrawl.

What is the architecture of the Google Trends Data Extraction API Scraper?
It uses headless browsers with proxy rotation and JS rendering to mimic human behavior, extracting structured JSON from Google Trends pages reliably.
What is the pricing model for Google Trends Data Extraction API?
Pay-per-use CPM based on data volume, with tiers for google trends api pricing starting low for small queries and scaling for bulk google trends cost needs.
What data coverage and limitations does Google Trends Data Extraction API have?
Full coverage for interest over time, regions, and related queries; real-time up to 24h with fair rate limits to ensure stability.
Is the Google Trends Data Extraction API legal and compliant?
Yes, it scrapes only public data from Google Trends, adhering to robots.txt and terms for non-commercial research use.
How to integrate Google Trends Data Extraction API with Python or Node.js?
Simple REST endpoints with SDK examples; use pytrends google trends python example for quick starts and async Node.js calls.

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