Where the signal comes from
Three high-signal sources. All scraped continuously. All analyzed by AI.
Subreddit threads, comments, upvotes — where people vent openly.
App Store
1–3 star iOS reviews with detailed frustrations from real users.
Google Play
Android reviews at scale — bugs, crashes, and missing features.
From complaint to insight in minutes.
Connect a product
Enter a subreddit, an App Store URL, or a Google Play link. Gripebase starts scraping immediately.
AI reads the noise
Our model reads every review and comment, filtering out praise and spam to isolate genuine problems.
Problems surface ranked
Each problem gets a severity score, a theme tag, and a source. The worst problems float to the top.
You build what matters
Use the ranked list to write specs, prioritize your backlog, or pitch your team on what to fix first.
This is what you get.
Real problems from real sources. Severity-scored and ready to act on.
Simple pricing.
Start free. Upgrade when you need more.
For solo founders exploring what to build.
- ✓1 product
- ✓50 problems / month
- ✓Reddit only
- ✓Basic severity scoring
For teams that want the full signal.
- ✓10 products
- ✓Unlimited problems
- ✓Reddit + App Store + Google Play
- ✓AI severity scoring
- ✓Theme clustering
- ✓CSV export
- ✓Email digests
For growth teams and product orgs.
- ✓Unlimited products
- ✓Unlimited problems
- ✓All sources
- ✓Priority support
- ✓Slack integration
- ✓API access
- ✓Custom themes