Module · AI Visibility

Being understood comes before being recommended. Readiness, not guesswork.

AI Visibility Check measures signals that help discovery systems connect entity, location, authority, and answer.

Weighted factors: 5
Connected sources: 2
In the deterministic score: 0 tokens

01 · Factors

Five signals form readiness.

The engine reads Google Business completeness, review richness and recency, name/address/phone consistency, structured data, and whether main content appears early on the page.

02 · Weights

The local profile anchors the read.

Google Business completeness weighs 30%. Reviews and NAP consistency weigh 20% each. JSON-LD and content front-loading weigh 15% each. Missing factors are labelled and the mean is renormalized.

03 · Confidence

Missing data does not become certainty.

Every factor carries evidence and a confidence level. A short review sample or a page with little text reduces confidence instead of producing an artificial claim.

04 · Interpretation

Readiness does not guarantee a citation.

The diagnosis shows whether signals are clear and consistent. It cannot control third-party answers or promise a mention, ranking, or citation from any model.

Page Analyzer

See how the page supports the AI read.

Google Business Check

Explore the local source in more depth.

Give your presence a verifiable foundation.

Start with the local profile and discover which signals need to become clearer.

Run a free diagnosis