App Store Reviews Scraper & AI Review Analyzer

App Store and Play Store Review Intelligence

scrapemint/app-review-intelligence

Pulls every review for any iOS App Store or Google Play app: rating, title, body, reviewer, date, app version, country, and developer replies. Track release sentiment, flag regressions per version, and benchmark competitors.

TikTok Shop Scraper: Winning Products & Sales Tracker

crashlattice57/tiktok-shop-winning-products

TikTok Shop scraper for product research. Search any keyword to get products with sold count, price and a 0-100 winning score, then track sales velocity, movers and price changes between runs. A pay-per-use Kalodata alternative.

App Store & Google Play Review Scraper

andok/app-store-reviews

Instantly extract app reviews, star ratings, and feedback from iOS and Android stores to power sentiment analysis and product research.

Google Play App Reviews Scraper

coder_zoro/google-play-app-reviews-scraper

Extract user reviews from any Google Play app using its App ID. Collect ratings, review texts, timestamps, and user info in bulk for sentiment analysis, competitor research, or app performance insights. Ideal for automated Google Play review data extraction.

Scrape Apple App Store reviews and app metadata via Apple's public API. No proxy needed. Any app, any country. Ratings, review text, author, version, developer replies. Delta monitoring mode for new reviews only. Pair with Google Play Reviews for cross-platform ASO coverage.

Apple App Store Reviews Scraper

scrapesmith/apple-app-store-reviews-scraper

Extract Apple App Store reviews at scale. Get star ratings, review text, author names, helpful votes, app versions, and full app metadata for any iOS app. 50+ countries, date filtering, two sort modes. No browser, no proxy, no API key needed.

Scrape App Store reviews and app details from Apple iTunes. Extract ratings, review text, authors, versions. Export to JSON, CSV, Excel.

Monitor App Store reviews for your apps and competitors. Diff mode returns only NEW reviews (perfect for scheduled Slack/email alerts), filter by rating, track multiple countries, and get per-app review signals. Reads Apple's official public feeds only - no login, no proxies.

Analyze public App Store and Google Play reviews into complaint clusters, feature requests, churn risks, ASO opportunities, and product actions.