DEMO Live walkthrough

See it work.

Three surfaces, one engine. Score a listing in the portal, watch the classification land in-page as a shopper would see it, then follow a livestream from Share sheet to verdict on a phone.

The real portal. Seeded HSA cases render instantly for a reliable live demo; any free-text you type is scored by /api/verify for real.

Paste a URL and we read the product name from it; the extension reads the full live page on-device.
Drop an image here, or click to choose
Read by the vision model for in-image claims. A listing fact, not shopper data.
No inspection run yet
Enter a listing on the left, or try one of the sample cases above. Known HSA-alerted products return a certain RED; unknown products return an explainable risk score.