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Get in touch with the Lab

Tell us a little about your site and we’ll point you to the checks and guides most relevant to your situation. Have a question about a guide, or following the experiment? That’s welcome too.

This sends nothing anywhere yet — it’s a demo form on a quiet-launch research site.

AI Visibility Lab— quick questions

Is the visibility check really free?
Yes — the initial visibility check and a plain-English summary are free. There's nothing to buy here; the Lab is a research property, not a service.
Do you work with small sites?
Especially small sites — small and local businesses are exactly who the experiment and this whole property are built for.