app-store-reviews 开源项目推荐（34 个）

joeseesun /qiaomu-app-review-insights

把 App Store 评价变成产品研究证据，发现痛点、机会和版本风险 | Turn App Store reviews into product research evidence: pain points, opportunities, and version risks.

yohannescodes /apple-app-review-compliance

A reusable agent skill for reviewing Apple-platform apps against the App Store Review Guidelines.

bigideas-db /.github

Find validated startup ideas from real user problems scraped across the platforms that matter.

ai798-Lab /demand-miner

给 Claude Code 用的需求挖掘机：从 Reddit 讨论和应用商店差评里挖真实用户痛点，一条命令出需求研究报告

retracn /app-store-google-play-reviews-ai

App Store and Google Play reviews with an AI report of bugs and feature requests — $0.05 per app report ($0.04 on Gold). Runs on Apify; API, Python, JavaScript and MCP examples.

tidy-data /apify-examples

Python, Node and curl examples for Tidy Data's Apify Actors: Nordic jobs (NAV, Platsbanken, EURES) with alerts, App Store/Google Play reviews, Software Advice reviews

fetchlayer-dev /appstore-scraper-js

App Store Scraper & API Client for JavaScript and TypeScript. Fetch App Store reviews and search iOS apps as structured JSON. Zero deps, fully typed, MIT licensed.

svitury /app-store-reviews-500-limit

How to get more than 500 App Store reviews honestly: Apple's public review feed limits and the all-countries workaround, with Python.

xietoutou /public-data-scrapers

Python examples for 37 ready-made scrapers: YouTube, Google Play and App Store reviews, Substack, Telegram, SEC EDGAR, Google News, Google Trends, remote jobs, Shopify, ESPN, AliExpress and more. Export to JSON, CSV or Excel.

retracn /app-store-reviews-scraper

App Store Reviews Scraper & API: past the 500-review limit, with developer replies — $0.08 per 1,000 reviews ($0.05–$0.07 on paid plans). Runs on Apify; API, Python, JavaScript and MCP examples.

alfredtech2026 /shopify-app-review-brief

Free privacy-first Shopify app review triage worksheet, plus source-checked and operator-reviewed briefs for app teams

sumantop /slide-easy

Slide-Easy for Mac: turn your App Store link into Instagram Reels and carousels (AI UGC, made on your Mac). $49 once.

quantumproxies /app-store-scraper

App Store scraper for Python and the command line: Apple App Store apps by keyword or app id (rating, review count, price, version, size, developer), customer reviews of any app, and Apple catalog search for apps, podcasts, music and books, as JSON or CSV. Free and open source; no Apple developer account or proxies needed.

byteblisk /mcp-servers

Hosted MCP servers on Apify: website to Markdown, app store reviews, Google Play and SERP rank

brendaamareco /thesis

Entropy-enhanced ranking pipeline for prioritizing mobile app store reviews

datasignalslab /datasignalslab.github.io

DataSignals Lab — clean, ML-enriched data feeds from public sources (SEC EDGAR, ClinicalTrials.gov, App Store) as scored signals.

oguzhandemiroz /store-ready

Agent skills for shipping mobile apps to the App Store and Google Play. Pre-submission review audit for Claude Code, Codex, Cursor and any agent that reads SKILL.md.

hijabcantic-dotcom /app-review-opportunity-research-template

An evidence-led template for turning app reviews into product research hypotheses.

dingdugan /review.digest

Your App Store reviews, read for you — weekly AI digests as GitHub Issues. Complaint themes, crashes, feature requests across every storefront. Zero servers: fork, add your app id + API key, done.

loootai /looot-reviews

Open-source review intelligence: Google Maps, App Store, Google Play and Tripadvisor reviews grouped into themes without an LLM key, rating over time, competitor weak spots. Next.js and looot.