5 items
Local-first ASO review keyword and pain-point decoder for Google Play and Product Hunt. Review Analytics Shadow Decoder is a local-first side panel for indie developers, growth marketers, and ASO researchers who need to understand what users are saying in competitor reviews. Open a supported review page on Google Play or Product Hunt, launch the side panel, and click Deconstruct Reviews. The extension reads the currently rendered review text in the active tab and turns it into: - A high-signal ASO keyword matrix - A top keyword cloud with frequency counts - Pain-point alerts for complaints such as crashes, slow performance, pricing friction, login issues, sync problems, support complaints, and ad fatigue - Phrase-level signals such as "too expensive", "keeps crashing", "not worth", "hard to use", and "too many ads" - A CSV export with source URL, capture timestamp, matched review count, and review evidence snippets All analysis runs locally in your browser. No external API, no account, no server upload, and no remote AI processing are used.
May 21, 2026
rating_count is the Chrome Web Store ratings count, not a written-review count.
Media assets
Screenshots and videos on the listing.
Has promo video
Whether the listing includes at least one video.
Languages
Declared language locales.
Developer website
Listing exposes a developer website URL.
Contact email
Listing exposes a contact email.
Keyword in name
Case-insensitive substring match in the name.
Keyword in description
Case-insensitive substring match in the description.
Keyword occurrences in description
Count of case-insensitive occurrences in the description.
Category user-count percentile
Share of same-category extensions with fewer users (null if unknown).
These are transparent listing completeness / keyword signals, not a prediction of Chrome Web Store search ranking.