Find what users hate about competing Chrome extensions automatically

The problem

You want to find weaknesses in competing Chrome extensions. Reading hundreds of Web Store reviews manually is not realistic.

What we built

Pain Miner extracts and clusters pain points from Chrome Web Store reviews automatically.

Give it a Chrome extension URL. It returns:

• Pain point clusters with frequency
• Severity ratings for each cluster
• Supporting evidence with real review quotes
• Feature requests users are asking for

How it works

1. Scrapes Chrome Web Store reviews
2. Runs AI extraction pipeline in batches
3. Clusters similar complaints semantically
4. Calculates frequency from actual review count
5. Returns structured JSON dataset

Try it

apify.com/kvko/pain-miner

Pay per run. No subscription.

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Built by KVKO Lab — microSaaS tools for founders.