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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.

무료 체험 시작
영업 부서 문의

Google Play Review & Bug Report Extractor (AI-Powered) Scraper API 스크래퍼로 무엇을 만들 수 있나요?

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.

전 세계 데이터 기반 팀이 신뢰합니다

분석, 조사, 모니터링, 성장 워크플로우 등 다양한 팀에서 사용되고 있습니다.

XCrawl

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

가장 널리 사용되는 Google Play Review & Bug Report Extractor (AI-Powered) Scraper API 데이터 타입에 즉시 접근 — 완벽하게 구조화되고, 일관된 포맷, 프로덕션 준비 완료.

google play scraper

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

스크래핑 방법:
  • 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.

스크래핑 방법:
  • 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.

스크래핑 방법:
  • 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.

스크래핑 방법:
  • app_package
  • review_score
  • content
  • last_updated
  • developer_response
  • engagement_metrics

google play reviews api

Programmatic access to historical and recent app reviews dataset.

스크래핑 방법:
  • total_reviews
  • average_rating
  • review_snippet
  • user_id
  • post_date
  • media_urls

google play-scraper

Optimized scraper for Python devs targeting Play Store data.

스크래핑 방법:
  • package_name
  • title
  • score_text
  • installs
  • price
  • updated_date

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

XCrawl

API 스크래핑 (개발자용)

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

노코드 스크래핑 (운영팀 & 성장팀용)

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.

코드 예시

간단한 API 호출로 몇 초 만에 Google Play Review & Bug Report Extractor (AI-Powered) Scraper API 게시물 및 작성자 정보를 받아보세요.

입력
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\"}"
출력
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":[
],
},
},
},
],
},

Google Play Review & Bug Report Extractor (AI-Powered) Scraper API 스크래퍼 API는 어떻게 동작하나요?

  • XCrawl지능형 IP 회전
  • XCrawl자동 CAPTCHA 인식
  • XCrawlHTTP 헤더
  • XCrawl자동 웹페이지 파싱
  • XCrawl맞춤형 지원

API로 무엇을 할 수 있나요?

XCrawl

프록시 관리

190개국 프리미엄 프록시 풀을 활용한 ML 기반 프록시 선택 및 회전

XCrawl

AI 기반 지문 추적

고유한 HTTP 헤더, 자바스크립트, 브라우저 지문으로 동적 콘텐츠에 강인함을 보장합니다.

XCrawl

CAPTCHA 우회

자동 재시도와 CAPTCHA 우회로 데이터 수집이 끊기지 않습니다.

XCrawl

대용량 데이터 추출

배치당 최대 1만 개의 URL에서 여러 페이지 데이터를 동시에 추출하세요.

XCrawl

다양한 결과 전달 방식

SFTP, AWSS3 등 클라우드 저장소로 데이터 수령 또는 API로 결과 즉시 받기

XCrawl

예약 스크래핑

원하는 빈도로 자동·맞춤화된 데이터 수집 주기 설정, 결과는 클라우드 저장소로 바로 전달됩니다.

XCrawl

유지보수 없는 인프라

프록시 유지보수와 인프라 고민 없이 크롤러 시스템 구축 불필요

XCrawl

높은 확장성

맞춤화 지원과 쉬운 통합

XCrawl

24/7 실시간 지원

궁금한 점이나 문제가 생기면 전문적으로 지원해드립니다.

XCrawl 투명함

유연한 가격

투명한 웹 스크래핑 가격정책, 유연한 API 구독제. 데이터 추출 비용 비교, 크롤러 액세스 구매, 무료로 시작해 성장에 맞춰 확장하세요.

월간
연간 HOT

스케일 플랜

더 많은 파워와 전담 지원이 필요한 팀을 위한 대용량 요금제.

더 높은 속도제한, 더 많은 동시 브라우저, 우선 지원을 누리세요.

영업 부서 문의
엔터프라이즈 맞춤화 지원

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Website text Scraper API

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JobZueri.ch Scraper - Zurich Region Job Board Scraper API

Harness the power of the JobZueri.ch Scraper API, your premier job board scraper for Zurich region job listings. This job web scraper and job scraping tool effortlessly extracts structured data from JobZueri.ch, overcoming parsing complexities, rate limits, and dynamic content to deliver reliable job site scraping via simple API calls.

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고객의 실제 평가

★★★★★
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
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XCrawl에 대해 꼭 알아야 할 모든 것.

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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