Review Insight AI

App Review Teardown & Insights (AI)

scrapebench/reviews-insight-mcp

Turn any app's App Store + Google Play reviews into an AI competitive teardown — strengths, weaknesses, top complaints, feature requests — and track what changes over time.

Google Play Store Scraper + AI

lizzyyy2/google-play-store-scraper-ai

Scrape Google Play app data, ratings and reviews via top charts, similar apps, developer portfolios or direct IDs, then optionally turn them into AI insights: review theme summaries, sentiment, ASO keyword suggestions and a competitor report. No API key needed.

Apple App Store Scraper + AI

lizzyyy2/apple-app-store-scraper-ai

Scrape iOS app data, ratings and reviews from the Apple App Store, then optionally turn them into AI insights: review theme summaries, sentiment, and ASO keyword suggestions. No API key needed.

Amazon Reviews Scraper

reefapi/amazon-reviews-scraper

Scrape Amazon product reviews as clean JSON — review title, body, star rating, author, date, verified-purchase flag, helpful votes and variant, for any ASIN across 19 Amazon marketplaces, plus an AI 'customers say' summary of what buyers praise and complain about. No proxies, no CAPTCHAs, no login.

Clutch Scraper

silentflow/clutch-scraper

Extract agencies & service providers from Clutch.co. Get ratings, reviews with full text (background, challenge, solution, results), service lines, all office locations, legal entity, credit report, video URL, and AI-generated review insights. Any category, country, or profile URL.

Clutch Scraper Ppe

silentflow/clutch-scraper-ppe

Extract agencies & service providers from Clutch.co. Pay per result — proxies included. Get ratings, full-text reviews (background, challenge, solution, results), service lines, office locations, legal entity, credit report, and AI review insights. Any category or profile URL.

Clutch.co Scraper — Agencies, Reviews, Emails + AI Insights

memo23/apify-clutch-cheerio

Clutch.co scraper for B2B lead gen: agency profiles with 30+ fields, reviews, hourly rates, employee counts, contact emails and buyer leads with budgets. AI pain-point analysis clusters client complaints into ranked themes. From $0.0029/agency, 97% success, no caps. JSON/CSV.

Apple App Store Reviews Scraper

imranibrahim/ai-review-insight-extractor

Scrapes public Apple App Store reviews and turns them into AI-powered insights. Outputs top complaints, most loved features, feature requests, sentiment score, marketing angles, and improvement ideas. Built for SaaS founders, product managers, marketers, and agencies.

G2 Scraper — Reviews by Product Name · AI Insights + Emails

memo23/g2-scraper

Scrape G2.com software reviews — search by product name (Slack, HubSpot) or by category, no G2 URL needed. Get ratings, pros and cons, verified-reviewer details, star and date filters, deterministic review insights, opt-in AI pain-point analysis and contact-email enrichment. $1.50 per 1,000 reviews.

App Store Intelligence Pro - ASO & Rank Tracker

webdatalabs/app-store-intelligence-pro

Cross-store (Apple App Store + Google Play) ASO & competitor research: keyword difficulty + popularity, rank tracking, top charts, full metadata and AI review insights.

App Store Reviews + AI Intelligence · Dev Emails

memo23/app-store-scraper

Apple App Store all-in-one — app details, reviews, ranked search (ASO), similar apps, developer portfolios & emails, multi-country — plus AI review intelligence: deterministic reviewInsights ($0.02) and AI pain-point analysis with themes, missing features & quick wins ($0.05/app).