Live AEO evidence lab

See what AI can verify about a brand.

Run a source-backed readiness scan across the buyer questions, public proof, competing narratives, and factual claims that can influence whether an AI system understands and recommends a business.

What this scan is

A live review of publicly available evidence plus modeled buyer questions. It estimates recommendation readiness; it does not claim a fixed rank or pretend to query every AI answer surface.

Read the methodology

Live evidence

Airankscan researches your public site, credible third-party sources, and competitor proof available on the open web.

Buyer-question map

The report models the discovery, comparison, validation, local, and purchase questions most likely to shape a recommendation.

Next best moves

Every gap becomes a prioritized action with a clear reason, expected impact, effort level, and suggested timeframe.

Start an evidence scan

Live public-source research

Build the evidence map behind the recommendation.

Give Airankscan enough context to model the questions that matter and distinguish your brand from similarly named businesses.

Best options in the categoryComparison and shortlist questionsPricing and buying-intent questionsLocal or market-specific discovery