Visibility lab

How would an engine say your name?

Give the lab a brand and the question you should own. It scores SEO, AEO, and GEO, writes a plausible citation, names the gaps, and drafts an llms.txt.

A report, not a scoreboard. Three disciplines, one public record.

The lab asks a model how this brand would be ranked, extracted, and cited — then drafts an llms.txt you can actually use.