App Review Deep Report — Sentiment, Themes & Complaints

Stop paying $50–100+/month for a review-intelligence subscription to compare your app against the competition.

Turn any review set into themes, complaints, sentiment % and trends.

Customer review analysis that tells you exactly what to fix. Turns reviews into a manager-ready action plan: sentiment, recurring themes, top complaints and praises, competitor gaps and prioritized fixes. Stop reading reviews one by one.

App Store Reviews Scraper with Sentiment

datawharf/app-store-reviews-sentiment

Scrape App Store reviews with a built-in positive, neutral, or negative sentiment tag. Export review text, star ratings, versions, and dates to CSV, Excel, or JSON. Pay per review, no subscription. A clean App Store reviews scraper for sentiment analysis and release monitoring.

App Review Intelligence

junipr/app-review-intelligence

Analyze supplied app reviews for themes, regressions, release issues, sentiment, and product intelligence without live fetching by default.

Summarize public review pages and review JSON-LD: ratings, complaint themes, pros and cons, review count, and reputation risks.

Apple App Store Reviews Scraper - Review Intelligence

webdata_labs/apple-app-store-reviews-scraper

[💵 $2.50 / 1K] Export Apple App Store reviews with app metadata, rating distribution, complaint themes, version signals, and summary rows. Not just raw review text.

App Store Review Intelligence: Sentiment & Competitor Gaps

datasignalslab/app-store-review-intelligence

App Store review intelligence: aspect sentiment, emerging issues and competitor comparison from Apple App Store reviews. Pay per app.

Google Play Store Reviews Scraper - Low-cost💲🔥⭐📱

delectable_incubator/google-play-store-reviews-scraper-low-cost

Scrape Google Play app reviews ⭐📱 with a powerful app review scraper. Extract ratings, review text, author names, review dates, app details & more using an app ID. Ideal for sentiment analysis, product improvement, competitor benchmarking, user feedback research & mobile app market intelligence 📊

Mobile App Review Intelligence

glowing_glove/mobile-app-review-intelligence

Turn recent public Apple App Store reviews into compact product intelligence with complaint themes, praise themes, version signals, and recommended actions.