App Store Reviews Scraper + Pain Point Analysis (v2)

App Store & Google Play Reviews Scraper

logiover/app-reviews-scraper

Scrape thousands of user reviews from the Apple App Store and Google Play by app ID or name. Ratings, text, versions, developer replies, sentiment. For ASO, sentiment analysis & market research. No API key.

Google Play Store Reviews Scraper

makework36/play-store-reviews-scraper

Scrape app reviews from Google Play Store. Extract review text, rating, author, date, app version, and developer reply.

Google Play Store Reviews Scraper

shahidirfan/Google-Play-Store-Reviews-Scraper

Extract app reviews, ratings & user feedback from Google Play Store at scale. Scrape competitor analysis, sentiment data, and customer insights for mobile app research, marketing, and product development. Fast, reliable, ready to use.

Scrape user reviews from Google Play Store apps. Fetch ratings, review text, author, country, and timestamps with optional filters. Useful for Android app feedback analysis, sentiment tracking, and product improvement workflows.

Reddit Scraper - Posts, Comments, Search + AI Analysis ✅

unseenuser/Reddit-Scraper

Scrape any subreddit, search across all of Reddit, and pull complete comment threads with every reply intact. Also grabs video transcripts and subreddit profiles. Optional AI sentiment and pain-point analysis with your own key. No Reddit account, no login, no cookies, no run-start fee.

G2 Reviews & Products Scraper

automation-lab/g2-scraper

Scrape G2.com reviews, ratings, and product data. Extract NPS scores, reviewer sentiment, ease-of-use ratings, switching data, and product lists from 5M+ reviews across 220K+ products.

Facebook Ad Scraper with AI Analysis

webdatalabs/facebook-ad-intelligence-pro

The only Facebook Ad Library scraper with built-in GPT-4 AI analysis. Scrape competitor ads and instantly get effectiveness scores, emotional triggers, copywriting techniques, winning ad predictions, and spend estimates — all in one run.

Reddit Posts, Comments & Subreddit Analytics Scraper

khadinakbar/reddit-posts-comments-scraper

Scrape public Reddit posts, comments, search results, and subreddit stats through provider-backed access. Structured JSON for AI, research, and monitoring. $0.003/result plus usage.

Reddit Scraper - Posts, Comments, Subreddits & Users

scrapesage/reddit-scraper

Scrape Reddit posts, comments, subreddits and user profiles by keyword or URL. Full comment threads, 40+ fields, search, NSFW and monitoring mode. No login, no API key, no browser. Independent tool, not affiliated with Reddit.

Facebook Groups Scraper – Posts, Comments & Replies [No Login]✅

unseenuser/fb-groups

Scrape public Facebook group posts with full comment threads and replies - no login, no cookies, never member data. The only Groups scraper that returns complete comment threads. Export JSON, CSV, or Excel.

Reddit Scraper - Posts, Comments & Subreddit Data

lentic_clockss/reddit-scraper

Scrape Reddit posts by keyword or subreddit. Get full text, comments, upvotes, and metadata without login. Export JSON, CSV, or Excel for research and lead workflows.