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Google Reviews Scraper + AI sentiment Scraper API

Unlock powerful insights with XCrawl's Google Reviews Scraper + AI sentiment Scraper API. Effortlessly scrape google reviews, extract structured data from google business reviews, and leverage AI web scraping for sentiment analysis. Bypass IP blocking and parsing challenges with our robust google scraper API, delivering clean JSON datasets for backend developers.

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What Can You Build With Google Reviews Scraper + AI sentiment Scraper API Scraper?

Build sentiment-driven customer feedback analyzers using our google reviews api to scrape google reviews and gauge public opinion. Create competitor tracking tools with google search scraper for real-time review monitoring. Develop market research dashboards extracting google search results and ai scraping insights for business intelligence.

XCrawl

AI-Powered Sentiment Analysis

Automatically classify scraped google reviews into positive, negative, or neutral sentiments with high accuracy using advanced AI models, perfect for Python integrations.

XCrawl

Real-Time Review Extraction

Fetch fresh google business reviews and search results instantly via REST API, supporting async requests for scalable web scraping ai applications.

XCrawl

Structured JSON Datasets

Receive clean, parse-ready JSON with review text, ratings, and metadata from google scraper api, ideal for database ingestion and analysis pipelines.

XCrawl

Proxy & Anti-Bot Evasion

Integrated rotating proxies ensure uninterrupted scraping of google search results, avoiding blocks common in traditional google scraping methods.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Google Reviews Scraper + AI sentiment Scraper API Scrapers

Access the most commonly used Google Reviews Scraper + AI sentiment Scraper API data types — fully structured, consistently formatted, and production-ready.

google reviews scraper

Scrape detailed reviews from Google My Business listings and search results with AI sentiment scoring.

Scraping method:
  • review_text
  • rating
  • reviewer_name
  • review_date
  • sentiment_score
  • business_name
  • verified_status
  • reply_text

scrape google reviews

Target specific businesses or locations to extract comprehensive review datasets including threaded replies.

Scraping method:
  • business_id
  • review_id
  • stars
  • review_content
  • likes
  • date_posted
  • ai_sentiment
  • images

google review scraper

Pull historical and recent reviews with engagement metrics for competitive analysis.

Scraping method:
  • reviewer_profile
  • review_body
  • rating_value
  • publish_date
  • sentiment_label
  • business_address
  • useful_count

google search scraper

Extract review snippets from google search results pages for keyword-based queries.

Scraping method:
  • search_query
  • result_url
  • snippet_review
  • avg_rating
  • review_count
  • sentiment_analysis
  • position

google reviews api

RESTful endpoint for bulk scraping google business reviews with AI-powered parsing.

Scraping method:
  • api_response_id
  • review_title
  • full_text
  • score
  • timestamp
  • polarity_score
  • business_category

ai web scraper

Intelligent scraper combining google scraping with NLP for sentiment and entity extraction.

Scraping method:
  • extracted_entities
  • review_summary
  • emotion_tags
  • confidence_score
  • review_url
  • business_info
  • thread_replies

Google Reviews Scraper + AI sentiment Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate seamlessly with our RESTful google scraper api using Python, Node.js, or any HTTP client for programmatic access.

  • XCrawl
    Python SDK Ready
    Use our google search scraper python library for async requests and easy pagination of scrape google search results.
  • XCrawl
    Scalable Endpoints
    Handle high-volume google scraping with rate limiting and JSON streaming for efficient data pipelines.
  • XCrawl
    Custom Parameters
    Filter by location, date, or keywords in google reviews scraper api calls for precise targeting.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Use our intuitive dashboard for no-code google reviews scraper operations without writing a single line of code.

  • XCrawl
    Visual Query Builder
    Select businesses or searches visually to scrape google reviews and export instantly.
  • XCrawl
    Automated Scheduling
    Set cron jobs for recurring ai web scraper runs on google search results.
  • XCrawl
    CSV/Excel Exports
    Download structured datasets with sentiment analysis directly for analysis tools.

Code examples

Retrieve Google Reviews Scraper + AI sentiment Scraper 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 Reviews Scraper + AI sentiment Scraper 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.

XCrawl

Maintenance-free infrastructure

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

XCrawl

Highly scalable

Easy to integrate with support for customization.

XCrawl

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

The google reviews scraper transformed our sentiment analysis pipeline. Fast scraping and accurate AI insights saved us weeks of work.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Easy integration with Python for google search scraper. Dataset quality is top-notch for our competitive review tracking.

Sarah Chen
Sarah Chen
Backend Developer
★★★★★
5.0

Scrape google reviews effortlessly via API. AI sentiment scoring provides real business value instantly.

Mike Thompson
Mike Thompson
Product Manager
★★★★★
4.8

Best google review scraper for monitoring competitors. Reliable and scalable for daily runs.

Lisa Patel
Lisa Patel
Growth Hacker
★★★★★
5.0

Ai web scraper excels at google scraping python tasks. Clean JSON feeds our models perfectly.

David Kim
David Kim
ML Engineer
★★★★★
4.9

Google reviews api delivers fresh data with sentiment. No more manual scraping hassles.

Emma Wilson
Emma Wilson
Analytics Lead
★★★★★
5.0

Scalable google scraper api handles our volume. Anti-bot features are game-changing.

Raj Singh
Raj Singh
DevOps Engineer
★★★★★
4.7

Extract google search results and reviews seamlessly. AI parsing boosts our reports.

Nina Garcia
Nina Garcia
Marketing Analyst
★★★★★
5.0

Top-tier web scraping ai for google business reviews. Integration was a breeze.

Tom Brady
Tom Brady
CTO
★★★★★
4.9

Love the structured datasets from scrape google reviews. Perfect for academic analysis.

Olivia Lee
Olivia Lee
Researcher
★★★★★
5.0

The google reviews scraper transformed our sentiment analysis pipeline. Fast scraping and accurate AI insights saved us weeks of work.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Easy integration with Python for google search scraper. Dataset quality is top-notch for our competitive review tracking.

Sarah Chen
Sarah Chen
Backend Developer
★★★★★
5.0

Scrape google reviews effortlessly via API. AI sentiment scoring provides real business value instantly.

Mike Thompson
Mike Thompson
Product Manager
★★★★★
4.8

Best google review scraper for monitoring competitors. Reliable and scalable for daily runs.

Lisa Patel
Lisa Patel
Growth Hacker
★★★★★
5.0

Ai web scraper excels at google scraping python tasks. Clean JSON feeds our models perfectly.

David Kim
David Kim
ML Engineer
★★★★★
4.9

Google reviews api delivers fresh data with sentiment. No more manual scraping hassles.

Emma Wilson
Emma Wilson
Analytics Lead
★★★★★
5.0

Scalable google scraper api handles our volume. Anti-bot features are game-changing.

Raj Singh
Raj Singh
DevOps Engineer
★★★★★
4.7

Extract google search results and reviews seamlessly. AI parsing boosts our reports.

Nina Garcia
Nina Garcia
Marketing Analyst
★★★★★
5.0

Top-tier web scraping ai for google business reviews. Integration was a breeze.

Tom Brady
Tom Brady
CTO
★★★★★
4.9

Love the structured datasets from scrape google reviews. Perfect for academic analysis.

Olivia Lee
Olivia Lee
Researcher
★★★★★
5.0

The google reviews scraper transformed our sentiment analysis pipeline. Fast scraping and accurate AI insights saved us weeks of work.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Easy integration with Python for google search scraper. Dataset quality is top-notch for our competitive review tracking.

Sarah Chen
Sarah Chen
Backend Developer
★★★★★
5.0

Scrape google reviews effortlessly via API. AI sentiment scoring provides real business value instantly.

Mike Thompson
Mike Thompson
Product Manager
★★★★★
4.8

Best google review scraper for monitoring competitors. Reliable and scalable for daily runs.

Lisa Patel
Lisa Patel
Growth Hacker
★★★★★
5.0

Ai web scraper excels at google scraping python tasks. Clean JSON feeds our models perfectly.

David Kim
David Kim
ML Engineer
★★★★★
4.9

Google reviews api delivers fresh data with sentiment. No more manual scraping hassles.

Emma Wilson
Emma Wilson
Analytics Lead
★★★★★
5.0

Scalable google scraper api handles our volume. Anti-bot features are game-changing.

Raj Singh
Raj Singh
DevOps Engineer
★★★★★
4.7

Extract google search results and reviews seamlessly. AI parsing boosts our reports.

Nina Garcia
Nina Garcia
Marketing Analyst
★★★★★
5.0

Top-tier web scraping ai for google business reviews. Integration was a breeze.

Tom Brady
Tom Brady
CTO
★★★★★
4.9

Love the structured datasets from scrape google reviews. Perfect for academic analysis.

Olivia Lee
Olivia Lee
Researcher
★★★★★
5.0

The google reviews scraper transformed our sentiment analysis pipeline. Fast scraping and accurate AI insights saved us weeks of work.

Alex Rivera
Alex Rivera
Data Scientist
★★★★★
4.9

Easy integration with Python for google search scraper. Dataset quality is top-notch for our competitive review tracking.

Sarah Chen
Sarah Chen
Backend Developer
★★★★★
5.0

Scrape google reviews effortlessly via API. AI sentiment scoring provides real business value instantly.

Mike Thompson
Mike Thompson
Product Manager
★★★★★
4.8

Best google review scraper for monitoring competitors. Reliable and scalable for daily runs.

Lisa Patel
Lisa Patel
Growth Hacker
★★★★★
5.0

Ai web scraper excels at google scraping python tasks. Clean JSON feeds our models perfectly.

David Kim
David Kim
ML Engineer
★★★★★
4.9

Google reviews api delivers fresh data with sentiment. No more manual scraping hassles.

Emma Wilson
Emma Wilson
Analytics Lead
★★★★★
5.0

Scalable google scraper api handles our volume. Anti-bot features are game-changing.

Raj Singh
Raj Singh
DevOps Engineer
★★★★★
4.7

Extract google search results and reviews seamlessly. AI parsing boosts our reports.

Nina Garcia
Nina Garcia
Marketing Analyst
★★★★★
5.0

Top-tier web scraping ai for google business reviews. Integration was a breeze.

Tom Brady
Tom Brady
CTO
★★★★★
4.9

Love the structured datasets from scrape google reviews. Perfect for academic analysis.

Olivia Lee
Olivia Lee
Researcher
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Top-Rated by Users
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Leader
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Easiest To Use
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Best Value Award
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Frequently asked questions

Everything you need to know about XCrawl.

How does the Google Reviews Scraper + AI sentiment Scraper API work?
Send REST API requests with business URLs or search queries; our proxies fetch pages, parse reviews, and apply AI for sentiment scoring, returning structured JSON.
What factors determine pricing?
Pricing scales by request volume, data freshness, concurrent scrapes, and add-ons like premium AI sentiment depth or historical review access.
What data coverage and limitations apply?
Covers Google My Business reviews, search snippets, and ratings globally; limited to public data, no private profiles, subject to Google's update frequencies.
Is scraping Google reviews legal and compliant?
We scrape only publicly available data per robots.txt and terms; users must ensure compliance with local laws and Google's policies for their use cases.
What integration support is available?
Full docs, Python/Node.js SDKs, webhooks, and Slack support; quickstarts for google search scraper python and custom endpoint setups.

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