sarah rolland

Hi everyone

I'm Sarah, founder of Operato AI. We track how brands show up in ChatGPT, Claude, Gemini, Perplexity and Google's AI answers: whether they're mentioned, recommended, and which sources the assistants rely on.

We soft launched 4 weeks ago and have around 60 users on the platform today, and their feedback is pushing me to rebuild the interface. Before I go further, I'd love input from people who care about this.

Three questions:

I m Sarah, the founder of Operato AI, the self-serve AI Visibility platform.
In 2014 I joined AppsFlyer as an early employee and spent 10 years there, building the French market and helping marketing teams measure where their customers actually came from.

One lesson stuck with me: every time a new acquisition channel appears, the companies that measure it first are the ones that win it. Mobile apps were that channel in 2014.

This year I noticed the next one. Buyers are asking ChatGPT, Claude, Gemini or Perplexity what s the best tool for X? instead of Googling. The assistant answers with 3 or 4 names, and if you re not one of them, you never even get the visit. Yet most companies have no idea what those answers say about them.

So I built Operato AI. Every week it asks the assistants the questions your buyers ask, then shows how often you re named, who gets recommended instead, which websites the assistants trust, and what to fix first. In English and French

Doing one of these because I get more from reading what others are building than from any newsletter.

I'll start.