Local-first ASO review keyword and pain-point decoder for Google Play and Product Hunt.
Users
2
−1 in 30 days
Rating
0.0 / 5
unchanged in 30 days
Ratings
0
0 in 30 days
Store rank
#360K
#274K among extensions
Version
1.0.0
updated 21 May 2026
Users
monthly, 5 months
Latest, 16 Oct 2026:2 usersMove the mouse over the chart for any month
Ratings count
monthly, 5 months
Latest, 16 Oct 2026:0 ratingsMove the mouse over the chart for any month
The Chrome Web Store rounds user counts down to the leading digit, so the user line moves in steps. The ratings count is exact and is the better signal of real adoption.
About Review Analytics Shadow Decoder
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.