We analyze how leading brands compete for visibility in AI and Search

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Case study
10 Min Read

Matthis Duarte
onOctober 13, 2025

Automotive brand visibility in AI: analysis of 5,178 brand mentions across 50 manufacturers

What happens when you ask ChatGPT which car to buy? I spent a weekend finding out—and the results challenged everything I thought I knew about the…

9 Min Read

Matthis Duarte
onOctober 5, 2025

I tracked 2,019 AI mentions across 48 American banks & fintechs, and the results surprised me.

What happens when you ask ChatGPT which bank to choose? I spent a…

Case study

4 Min Read

Matthis Duarte
onOctober 4, 2025

What happens when customers stop googling? Why I built Knownful

Over the past decade as an SEO expert, I’ve helped international…

Behind the scene

We analyze how leading brands compete for visibility in AI and Search

Automotive brand visibility in AI: analysis of 5,178 brand mentions across 50 manufacturers

I tracked 2,019 AI mentions across 48 American banks & fintechs, and the results surprised me.

What happens when customers stop googling? Why I built Knownful

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