Watching the 4% → 31% plain-language rebrand pattern play out across multiple domains

Petr here. Not going to name specific domains, but I want to share a pattern we're seeing across GEO Tracker users who've done deliberate category language changes.

A few months back there was a thread on X/Reddit about a founder who went from 4% to 31% mention rate in 90 days by dropping clever brand positioning and using plain-category English. 'The operating system for modern ops teams' → 'the [specific tool] for [specific persona]'. That kind of shift.

We're seeing this pattern replicate across multiple accounts, with some nuance:

• The jump is real but the magnitude varies. Some see 4x improvement, some see 1.5x. Depends heavily on how ambiguous the original language was.
• The improvement is fastest in Perplexity (crawls fresh copy in days to weeks). ChatGPT lags 4-8 weeks. Google AI Mode roughly matches ChatGPT cadence.
• The sweet spot seems to be: category word in the first 10 words of your homepage hero. Not buried in the subheadline, not in the meta description only. First 10 words.

One diagnostic I'd suggest for anyone wondering if their language is the problem: ask ChatGPT 'what category is [your brand] in?' If it returns a vague answer or mismatches your actual category, that's your signal.

The fix is free. The wait is the hard part.