Beta program

AI visibility is chaotic. We’re building a compass — together

Every tool gives a different answer. Every model sees your brand differently. Instead of pretending we understood it, we started digging… and we’re inviting you to dig with us.

AI visibility became one of those topics everyone pretended to understand.

But when we ran the same brand through multiple tools, we got completely different results. No consistency. No logic. No insight you could actually use.

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So we stopped bluffing.

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We asked the dumb questions, tested everything ourselves, and realised we’re all basically at square one. Which is exactly why this beta exists — not to sell a perfect tool, but to learn with real marketers and build something useful together.

Why

Track

See how AI systems currently surface (or ignore) your brand.

Diagnose

Understand where you’re missing in the buyer journey — and why.

Co-build

Shape the tool with us. Tell us what’s wrong, what’s useful, and what needs to exist next.

Beta

What you'll get

A clean read on where AI models actually surface your brand

The stages where you drop out

A simple diagnosis you can act on

A place in the early group shaping what this becomes