Detect shills. Expose campaigns. Stay informed.
Add to Chrome — Free
Analyzes writing style, image hashes, content patterns, and posting times to identify repeat posters across threads and boards.
Every suspicious post gets a color-coded badge showing its shill score from 0-100.
Automatically blur and hide posts from high-score personas. One click to reveal if you want to see what they're pushing.
Groups personas pushing the same tickers, URLs, or narratives to expose coordinated manipulation campaigns.
All processing happens in your browser. Your browsing data never leaves your machine.
Works on every 4chan and 4channel board. Perfect for /biz/, /pol/, /g/, and anywhere shills lurk.
4chan Integrity processes everything locally in your browser. The only external calls are license validation (for Pro users) and fetching the community seed database from GitHub. We never see your browsing data.