App Store & Google Play Scrapers & Data Tools

App Store Data

App Store Scraper

Scrape Apple App Store apps and reviews with no API key. Search by keyword or look up by ID for ratings, price, version, and full metadata.

21 use cases

App Store Data

App Review Triage Monitor — App Store & Google Play Alerts

Auto-triage new App Store and Google Play reviews into bugs, billing, and feature requests. Cluster themes, catch rating drops, alert Slack. No code.

4 use cases

Scrape Instagram App Store Reviews for Bug Reports

Pull Instagram's newest iOS reviews to catch crash reports, login failures, and bug complaints fast. A QA and product feedback feed from the App Store.

Notion App Store Reviews: Feature Request Mining

Read Notion's most-helpful iOS reviews to surface recurring feature requests and roadmap ideas before your next product planning sprint.

ChatGPT App Store Reviews: 1-Star Spike Monitor

Catch it early when ChatGPT's newest iOS reviews spike with 1-star ratings and complaint keywords after each App Store update. An alert for release teams.

CapCut vs InShot: Compare App Store Reviews

Compare CapCut and InShot iOS reviews side by side to see what users love and hate about each video editor. Competitor analysis for product teams.

Validate a Meditation App Idea by App Store Search

Search meditation and sleep apps to pull ratings, review counts, and developers, so founders can market-size the category before building.

Robinhood App Store Reviews: Trust Complaints

Track recent Robinhood iOS reviews flagging withdrawal, fee, and account-lock complaints. A monitoring feed for fintech CX, trust, and risk teams.

Track Temu App Store Reviews by Country

Temu's German storefront reviews reveal country-specific shipping, payment, and localization complaints. Run one storefront per market on iOS.

App Review Dataset for Sentiment & NLP Training

Collect thousands of star-rated banking app reviews across many iOS apps to build a labeled corpus for training sentiment analysis and NLP models.

Audit Calm App Reviews for ASO Keywords

Calm's most-helpful iOS reviews reveal the real words users use, fueling ASO keywords, subtitles, and positioning for competing meditation apps.

Top Budgeting App Reviews for Roundup Content

Search budgeting apps and pull their top iOS reviews, ratings, and quotes for a 'best apps' roundup. Made for affiliate and content writers.

Mobile Game Review Trends for App Due Diligence

Read Candy Crush iOS reviews and store metadata to gauge rating trend and review velocity during mobile game investment due diligence.

Monitor Bank of America Reviews for Outages

Watch the newest Bank of America iOS reviews for login-down and transfer-failed reports during outages. An out-of-band signal for ops teams.

Uber vs Lyft App Store Reviews by Country

Pull UK reviews for Uber and Lyft together to compare pricing, wait-time, and driver complaints in one market. Regional rideshare benchmarking.

WhatsApp Reviews from Brazil or India Storefronts

Read WhatsApp iOS reviews from the Brazil or India storefront, one market per run, to surface region-specific complaints US-only teams miss.

Pull-Quotes from 5-Star Canva App Reviews

Mine Canva's most-helpful 5-star iOS reviews for testimonials and pull-quotes you can drop into ads, landing pages, and App Store screenshots.

Top AI Chatbot Apps: Ratings & Rankings Snapshot

Search the App Store for AI chatbot and assistant apps to get a ranked snapshot of ratings, review counts, and developers across a hot category.

Threads App Reviews by Version After Updates

Threads iOS reviews tagged by app version let product teams measure how each update landed and catch new complaints right after release.

Scrape Recent Duolingo App Store Reviews

Grab Duolingo's newest iOS reviews with author, star rating, title, body, and date. Handy for spotting complaints right after a release ships.