AI recommendation visibility, solved.

We test how AI models recommend businesses in your category, identify exactly why competitors beat you, and give you a prioritized playbook to close the gap — with evidence, links, and measurable retests.

Evidence, not guesses

Every finding is backed by real data — review counts, ratings, citation presence, directory listings. No invented scores, no vague recommendations.

Actionable playbooks

Each gap comes with evidence, a direct link, and a clear owner tag. Agencies know exactly what to do; clients know exactly what to approve.

Built for agencies

Multi-client dashboard, white-label reports, vertical query templates. The platform agencies use to run an AI-visibility service line.

Measurable retesting

Rerun the same queries after fixes and see if your recommendation rate moved. Measurable proof that the work paid off.

Ready to find out why AI recommends your competitors?