Hallucinations & brand confusion

AI engines getting your name, pricing, product, or category wrong. Cases, evidence, repair strategies.

3 posts

Update on the name-collision saga: which fix actually moved ChatGPT

Follow up to my earlier post about ChatGPT confusing me with a dead 2019 startup. After 3 more weeks of testing, here's what specifically…

Leo H.2 weeks ago
1530

Perplexity put a competitor's pricing in our row of a comparison table. We found it in a sales call.

This one actually cost us a deal. A prospect ran Perplexity before our call, asked it to compare us with two competitors on pricing.…

Leo H.2 weeks ago
1330

ChatGPT thinks my brand is a defunct 2019 startup. Two weeks into trying to fix it.

Posted my domain into GEO Tracker last week. ChatGPT confidently described my SaaS as a 'social media analytics startup from 2019 that…

Leo H.2 weeks ago
1130