Research and data studies.

Original measurements, not opinions — every post is built on queries we actually ran against the AI engines.

2026-06-10

CRM AI Visibility Leaderboard: Which CRMs Does ChatGPT Recommend?

60 live queries across ChatGPT, Gemini, and Perplexity, 20 CRM brands scored. One runaway leader, four brands at zero.

Comparisons

Noetio vs. Profound

The $1B enterprise AEO platform vs the done-for-you GEO audit — an honest breakdown of who each is built for.

Noetio vs. Peec AI

Peec measures your AI visibility; Noetio moves it. Why the two are complementary, not competing.

Looking for a specific question?

The Answers section holds 60 tested responses to specific AI-visibility questions — why brands don’t show up in ChatGPT, Perplexity, Gemini, or AI Overviews, and what fixes it. New answers publish daily.

Browse all answers →