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.
Find validated startup ideas from real user problems scraped across the platforms that matter.
Validate whether a demand is real before you build it — a Claude Code plugin: two evidence pillars, a 7-axis scorecard, an adversarial red-team, an answer-first report. Zero login. · 在动手之前验证「这个需求是不是真的」的 Claude Code 插件:双支柱证据 + 7 项评分卡 + 对抗红队 + 答案优先报告,零登录。
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
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.
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.
An evidence-led template for turning app reviews into product research hypotheses.
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.
Entropy-enhanced ranking pipeline for prioritizing mobile app store reviews
DataSignals Lab — clean, ML-enriched data feeds from public sources (SEC EDGAR, ClinicalTrials.gov, App Store) as scored signals.
Free privacy-first Shopify app review triage worksheet, plus source-checked and operator-reviewed briefs for app teams
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.
Free agent skills for reviews, Google Trends, news, Shopify, Pinterest, hotels, TikTok Shop, Threads, Likee, tennis and Map Your Show research. Existing exports first, clear costs and source-aware analysis with CleanScrape on Apify.
Say “download this + URL”, and let the agent fetch videos or Spotify tracks, update yt-dlp, save media, and verify playback with ffprobe.
Pay-per-result web scrapers: Google News, App Store & Google Play reviews, Shopify catalogs, Hacker News, Substack, Apple Podcasts, Steam reviews, scholarships, EU/UK/US public tenders & awards, and FDA recalls. HTTP-only, no headless browser. Runs on Apify Store.
Download YouTube videos, Shorts, live streams, MP3s, and subtitles using an agent-based tool that verifies files and handles metadata without mandatory API keys.
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