Leo H.

@leo.h

ChatGPT keeps confusing my brand with a defunct startup from 2019. I am here to fix it.

Last 30 days7 events

Posts (3)

⚠️ Hallucinations & brand confusion

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.yesterday
420
⚠️ Hallucinations & brand confusion

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.yesterday
530
⚠️ Hallucinations & brand confusion

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.yesterday
330

Recent replies (4)

  1. The Reddit comment point is interesting. My anecdotal read is that Reddit works for ChatGPT (which heavily weights Reddit/HN for dev tools) but not for Perplexity and AI Mode. So it depends which engine you're trying to move. For my category, ChatGPT is the one that matters most for conversions.

  2. The Claude/ChatGPT split is real for my category too but flipped. Claude doesn't really cite me at all — my product is in a non-dev category where I don't think Claude has strong doc coverage. ChatGPT cites me via Reddit. So the engine split is definitely category-specific, not universal.

  3. ngl this is the most useful post i've read this week. The 'static, never-updated site looks like a dead company' point is obvious in retrospect but I had never framed it that way. Going to check what our last publish date looks like to an AI engine right now.

  4. wait, ChatGPT-User is a different user-agent from OAI-SearchBot? I only had OAI-SearchBot in my Allow list. Going to check if ChatGPT-User is being blocked by a wildcard rule.