App Store Localization Gap & Review Research

⭐ App Store Reviews Scraper - iOS & macOS Reviews

benthepythondev/appstore-reviews-scraper

Scrape customer reviews from any iOS/macOS app on the Apple App Store. Extract ratings (1-5 stars), review titles, full text, author names, app versions, vote counts, and dates. Perfect for App Store Optimization (ASO), sentiment analysis, competitor research, and market intelligence

Finds underserved content topics in a YouTube niche — high competitor views, low supply. Ideal for creators looking for their next video idea.

App Store Top Charts Scraper - Country Rankings

agency-shift/appstore-top-charts

Export available App Store chart-feed rankings by country and category, with app IDs, developer names, prices and source links. Chart availability depends on the source feed.

Apple App Store Plus

canadesk/apple-app-store-plus

No limits. Get details and reviews for a specific app, search by keyword or developer, retrieve top rankings, assess permissions and more!

Google Autocomplete — Keyword Ideas & Questions

agency-shift/keyword-ideas-scout

Expand seed keywords using Google Autocomplete. Choose language, country and alphabet, question or preposition modifiers. Export deduplicated suggestions with their seed and source query for SEO and content research. No search volume or CPC estimates.

Hacker News Hiring, Ask HN & Comments Scraper

agency-shift/hackernews-jobs-ask-scraper

Collect public Who Is Hiring thread comments, Ask HN matches and thread discussions. Export job text, source links and available remote signals for research.

Local Business Lead Generator

james.logantech/local-business-lead-generator

Extracts details about businesses from Google Local Services, such as ratings, reviews, years in business, phone numbers, and websites. The scraper is customizable to target different business types and locations.

YouTube Search Scraper - Video Metadata

agency-shift/youtube-search-scout

Extract videos from the initial YouTube search results for your keywords, including titles, channel links, displayed views, duration and snippets. No YouTube API key required.

Apple Podcasts Search & Public RSS Contacts

agency-shift/apple-podcasts-scraper

Find podcast shows by keyword with RSS feed URLs, publishers and categories. Optionally read owner email and website from public feeds for podcast outreach research.

Google Play Scraper - Rankings, Reviews & App Details

haketa/google-play-scraper

Google Play scraper & API: export top-chart rankings by category & country, app reviews & ratings, full app details and ASO keyword search. Android app market intelligence, review analysis and competitor tracking — fast, no login. Pairs with an Apple App Store scraper.