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Google Play Review & Bug Report Extractor (AI-Powered) Scraper API

XCrawl's Google Play Review & Bug Report Extractor (AI-Powered) Scraper API lets you scrape google play reviews and extract actionable bug reports effortlessly. Bypass CAPTCHAs, IP blocks, and parsing headaches with AI-powered web scraping that delivers structured JSON data for app ratings, user feedback, and developer replies.

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What Can You Build With Google Play Review & Bug Report Extractor (AI-Powered) Scraper API Scraper?

Develop sentiment analysis dashboards from scraped google play app reviews to understand user pain points. Automate bug report monitoring for swift app updates using our google play review scraper. Track competitor ratings and review trends with google play reviews api for strategic insights and market intelligence.

XCrawl

AI-Powered Extraction

Leverage advanced NLP to classify google play reviews as bugs, praises, or suggestions, delivering precise datasets for analysis in Python or any stack.

XCrawl

Anti-Ban Proxies

Rotate millions of residential IPs to scrape google play without blocks, ensuring reliable access to fresh reviews and ratings data.

XCrawl

Real-Time JSON Output

Get instant, structured data from google play scraper endpoints, including review text, thumbs-up counts, and threaded replies for seamless integration.

XCrawl

Scalable Async Calls

Handle high-volume requests with async support in our google play reviews scraper API, perfect for bulk data extraction in production apps.

Trusted by Data-Driven Teams Worldwide

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

XCrawl

Available Google Play Review & Bug Report Extractor (AI-Powered) Scraper API Scrapers

Access the most commonly used Google Play Review & Bug Report Extractor (AI-Powered) Scraper API data types — fully structured, consistently formatted, and production-ready.

google play scraper

Extract app details, ratings, and reviews from Google Play store listings.

Scraping method:
  • app_id
  • app_name
  • developer
  • rating
  • review_count
  • icon_url
  • screenshots

google play review scraper

Pull individual user reviews with text, dates, and engagement metrics.

Scraping method:
  • review_id
  • user_name
  • review_text
  • rating
  • date
  • thumbs_up
  • version
  • reply_text

google play reviews scraper

Bulk scrape filtered reviews for apps, including AI-detected bug reports.

Scraping method:
  • review_text
  • sentiment_score
  • bug_flag
  • helpful_count
  • user_profile
  • threaded_replies

google play review api

REST API endpoint for real-time review and bug report extraction.

Scraping method:
  • app_package
  • review_score
  • content
  • last_updated
  • developer_response
  • engagement_metrics

google play reviews api

Programmatic access to historical and recent app reviews dataset.

Scraping method:
  • total_reviews
  • average_rating
  • review_snippet
  • user_id
  • post_date
  • media_urls

google play-scraper

Optimized scraper for Python devs targeting Play Store data.

Scraping method:
  • package_name
  • title
  • score_text
  • installs
  • price
  • updated_date

Google Play Review & Bug Report Extractor (AI-Powered) Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Seamlessly integrate our RESTful google play scraper API into Python, Node.js, or any backend for automated review extraction.

  • XCrawl
    Python SDK Ready
    Use google play-scraper python library for quick setup and scrape google play reviews python effortlessly.
  • XCrawl
    Async High-Throughput
    Concurrent requests handle millions of reviews without delays or rate limits.
  • XCrawl
    JSON Webhooks
    Push scraped data directly to your database or analytics pipeline in real-time.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Leverage our no-code dashboard to scrape google play reviews without writing a single line of code.

  • XCrawl
    Visual App Picker
    Search and select apps, set review filters visually for instant scraping.
  • XCrawl
    Scheduled Scrapes
    Automate daily or weekly pulls of fresh google play app reviews.
  • XCrawl
    CSV/Excel Exports
    Download cleaned datasets ready for BI tools like Google Sheets or Tableau.

Code examples

Retrieve Google Play Review & Bug Report Extractor (AI-Powered) 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 Play Review & Bug Report Extractor (AI-Powered) 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 play review scraper transformed our bug tracking—AI detection is spot-on, and integration was a breeze.

Alex Rivera
Alex Rivera
Senior Data Engineer
★★★★★
4.9

Scraping google play reviews api has given us real competitive edge with daily sentiment datasets.

Sarah Kim
Sarah Kim
Product Manager
★★★★★
5.0

No more IP bans! This ai web scraper handles scale perfectly for our python google play scraper needs.

Mike Chen
Mike Chen
DevOps Lead
★★★★★
4.8

Fast, accurate google play-scraper outputs—JSON is flawless for our BI pipelines.

Emma Lopez
Emma Lopez
Analytics Director
★★★★★
5.0

Best google play reviews scraper we've used; bug report extraction saves our team weeks.

David Patel
David Patel
CTO
★★★★★
4.9

Effortless scrape google play data for competitor analysis—highly recommend this ai scraper.

Lisa Wong
Lisa Wong
Growth Hacker
★★★★★
5.0

Python integration via google play review api is seamless; data quality exceeds expectations.

Tom Harris
Tom Harris
Backend Developer
★★★★★
4.7

Monitors user feedback perfectly—threaded replies and metrics are game-changers.

Rachel Green
Rachel Green
App Developer
★★★★★
5.0

AI-powered parsing makes google play scraper a must-have for review datasets.

James Lee
James Lee
Data Scientist
★★★★★
4.9

Quick setup and reliable; transformed our review analysis workflow overnight.

Nina Sokolov
Nina Sokolov
Marketing Lead
★★★★★
5.0

The google play review scraper transformed our bug tracking—AI detection is spot-on, and integration was a breeze.

Alex Rivera
Alex Rivera
Senior Data Engineer
★★★★★
4.9

Scraping google play reviews api has given us real competitive edge with daily sentiment datasets.

Sarah Kim
Sarah Kim
Product Manager
★★★★★
5.0

No more IP bans! This ai web scraper handles scale perfectly for our python google play scraper needs.

Mike Chen
Mike Chen
DevOps Lead
★★★★★
4.8

Fast, accurate google play-scraper outputs—JSON is flawless for our BI pipelines.

Emma Lopez
Emma Lopez
Analytics Director
★★★★★
5.0

Best google play reviews scraper we've used; bug report extraction saves our team weeks.

David Patel
David Patel
CTO
★★★★★
4.9

Effortless scrape google play data for competitor analysis—highly recommend this ai scraper.

Lisa Wong
Lisa Wong
Growth Hacker
★★★★★
5.0

Python integration via google play review api is seamless; data quality exceeds expectations.

Tom Harris
Tom Harris
Backend Developer
★★★★★
4.7

Monitors user feedback perfectly—threaded replies and metrics are game-changers.

Rachel Green
Rachel Green
App Developer
★★★★★
5.0

AI-powered parsing makes google play scraper a must-have for review datasets.

James Lee
James Lee
Data Scientist
★★★★★
4.9

Quick setup and reliable; transformed our review analysis workflow overnight.

Nina Sokolov
Nina Sokolov
Marketing Lead
★★★★★
5.0

The google play review scraper transformed our bug tracking—AI detection is spot-on, and integration was a breeze.

Alex Rivera
Alex Rivera
Senior Data Engineer
★★★★★
4.9

Scraping google play reviews api has given us real competitive edge with daily sentiment datasets.

Sarah Kim
Sarah Kim
Product Manager
★★★★★
5.0

No more IP bans! This ai web scraper handles scale perfectly for our python google play scraper needs.

Mike Chen
Mike Chen
DevOps Lead
★★★★★
4.8

Fast, accurate google play-scraper outputs—JSON is flawless for our BI pipelines.

Emma Lopez
Emma Lopez
Analytics Director
★★★★★
5.0

Best google play reviews scraper we've used; bug report extraction saves our team weeks.

David Patel
David Patel
CTO
★★★★★
4.9

Effortless scrape google play data for competitor analysis—highly recommend this ai scraper.

Lisa Wong
Lisa Wong
Growth Hacker
★★★★★
5.0

Python integration via google play review api is seamless; data quality exceeds expectations.

Tom Harris
Tom Harris
Backend Developer
★★★★★
4.7

Monitors user feedback perfectly—threaded replies and metrics are game-changers.

Rachel Green
Rachel Green
App Developer
★★★★★
5.0

AI-powered parsing makes google play scraper a must-have for review datasets.

James Lee
James Lee
Data Scientist
★★★★★
4.9

Quick setup and reliable; transformed our review analysis workflow overnight.

Nina Sokolov
Nina Sokolov
Marketing Lead
★★★★★
5.0

The google play review scraper transformed our bug tracking—AI detection is spot-on, and integration was a breeze.

Alex Rivera
Alex Rivera
Senior Data Engineer
★★★★★
4.9

Scraping google play reviews api has given us real competitive edge with daily sentiment datasets.

Sarah Kim
Sarah Kim
Product Manager
★★★★★
5.0

No more IP bans! This ai web scraper handles scale perfectly for our python google play scraper needs.

Mike Chen
Mike Chen
DevOps Lead
★★★★★
4.8

Fast, accurate google play-scraper outputs—JSON is flawless for our BI pipelines.

Emma Lopez
Emma Lopez
Analytics Director
★★★★★
5.0

Best google play reviews scraper we've used; bug report extraction saves our team weeks.

David Patel
David Patel
CTO
★★★★★
4.9

Effortless scrape google play data for competitor analysis—highly recommend this ai scraper.

Lisa Wong
Lisa Wong
Growth Hacker
★★★★★
5.0

Python integration via google play review api is seamless; data quality exceeds expectations.

Tom Harris
Tom Harris
Backend Developer
★★★★★
4.7

Monitors user feedback perfectly—threaded replies and metrics are game-changers.

Rachel Green
Rachel Green
App Developer
★★★★★
5.0

AI-powered parsing makes google play scraper a must-have for review datasets.

James Lee
James Lee
Data Scientist
★★★★★
4.9

Quick setup and reliable; transformed our review analysis workflow overnight.

Nina Sokolov
Nina Sokolov
Marketing Lead
ISO 27001
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CDPR
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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 Play Review & Bug Report Extractor API work?
Our AI crawlers fetch public Google Play pages, parse reviews with NLP for bug detection, and return structured JSON via REST endpoints.
What determines the pricing model?
Costs scale with result volume, scrape frequency, app count, and add-ons like historical data or priority processing.
What data coverage and limitations apply?
Full coverage of public reviews, ratings, replies for most apps; limited by Play Store visibility and rate limits on low-popularity apps.
Is using this scraper API compliant and legal?
We exclusively target publicly available data; always review Google Play's ToS and consult legal for your use case.
What integration and support options are available?
SDKs for Python/Node.js, comprehensive docs, code samples, and 24/7 support tickets for seamless google play scraper setup.

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