Chameleon vs Userflow: which does AI recommend?

· ChatGPT Search and Google AI Mode

Based on every AI answer that names bothReviewed by

How we measure

When AI names both, it lists first more often than not. It recommends both about as often.

Listed first when AI names both

ChameleonChameleon: 30%UserflowUserflow: 70% (Userflow leads)

Recommended when named

ChameleonChameleon: 87%
UserflowUserflow: 88%

Topic by topic

Mentioned in, as a share of each topic’s answers

Within 2 points1Userflow named more5

Who AI mentions first

Chameleon listed firstUserflow listed first
  1. JulChameleon listed first: 31%Userflow listed first: 69%
  2. AugChameleon listed first: 29%Userflow listed first: 71%
  3. SepChameleon listed first: 37%Userflow listed first: 63%
  • ChatGPT SearchChameleon listed first: 37%Userflow listed first: 63%
  • Google AI ModeChameleon listed first: 22%Userflow listed first: 78%

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