This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
Unstar reads the 1-3 star reviews of any app on App Store or Google Play, then uses AI to cluster complaints into real themes you can act on: crashes, performance, paywall confusion, login issues, missing features. Get an AI-drafted reply in professional, friendly, or apologetic tone. Track competitor complaints. Set monitoring alerts that fire when negative volume spikes after a release. Browse leaderboards of the most-complained-about apps in 26 categories and 18 countries.
Hey ✋🏻,
I built Unstar because every app review tool I tried felt like a generic
dashboard. Ratings, charts, sentiment scores. None of them answered the only
question I cared about: what is the one thing users actually hate, and what
should I do about it?
Unstar is the answer:
- Pulls every 1-3 star review from App Store and Google Play for any app,
yours or your competitors
- Uses AI to cluster complaints into real themes (crashes, paywall confusion,
login bugs, missing features)
- Drafts a reply for each review in three tones (professional, friendly,
apologetic)
- Sends Slack and email alerts when negative volume spikes after a release,
before your rating drops
- Compares any two apps side by side, with leaderboards across 26 categories
and 18 countries
Free tier covers 10 apps a day with no credit card. Pro unlocks unlimited
analyses, AI Insight summaries, monitoring alerts, CSV exports.
Why I built it: I shipped an app update that quietly broke onboarding for a
chunk of Android users. By the time I noticed the rating drop, I had 50 1-star
reviews saying the same thing. A tool that paged me on day one would have
saved the rating and a week of frantic patching. Unstar is that tool.
Would love your feedback, especially on:
- The AI reply tones. Do they sound like a human or a chatbot?
- Which features you'd want next (PDF report, weekly digest, in-app review
widget)?
Happy to answer any questions in the thread. ☺️🙏🏻
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About unstar.app on Product Hunt
“AI tells you exactly why users hate your app”
unstar.app was submitted on Product Hunt and earned 5 upvotes and 1 comments, placing #66 on the daily leaderboard. Unstar reads the 1-3 star reviews of any app on App Store or Google Play, then uses AI to cluster complaints into real themes you can act on: crashes, performance, paywall confusion, login issues, missing features. Get an AI-drafted reply in professional, friendly, or apologetic tone. Track competitor complaints. Set monitoring alerts that fire when negative volume spikes after a release. Browse leaderboards of the most-complained-about apps in 26 categories and 18 countries.
unstar.app was featured in Marketing (463.7k followers), Developer Tools (512.5k followers) and Artificial Intelligence (468.7k followers) on Product Hunt. Together, these topics include over 234.6k products, making this a competitive space to launch in.
Who hunted unstar.app?
unstar.app was hunted by Kenan Atmaca. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how unstar.app stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Kenan Atmaca