BugChorus - Find mobile release issues hiding in app reviews
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BugChorus turns public App Store and Google Play reviews into ranked issue clusters, traceable evidence, and guarded version comparisons. Paste a public app URL and export a readable report plus JSON, CSV, or Excel—no Apple, Google, or LLM API keys. One report fits within Apify’s free monthly credits; paid use starts at $0.44 per app-country report.
Replies
I built BugChorus because raw review exports made it hard to answer one practical question: did the newest app version reveal a recurring issue, or were there only a few angry reviews?
It retrieves public iOS and Android reviews, groups repeated crash, login, billing, performance, ad, and UX complaints, and compares observed versions only when both samples meet minimum thresholds. Reviews cannot prove that a release caused a defect, so the report treats them as investigation signals and links back to the source evidence.
The Actor runs on Apify, exports readable HTML and Markdown reports plus JSON, CSV, and Excel, costs $0.44–$0.50 per successful app-country report, and needs no Apple, Google, or LLM API key.
I’d especially like feedback on whether the evidence thresholds make this useful as a scheduled release check for mobile teams.