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AI search visibility

Measure AI-answer visibility through useful source pages, a declared prompt set and repeatable observations across products.

Agencies: 18

What this GEO / AI visibility scope includes

Start after useful content is accessible and its factual sources are clear. If crawling or indexing is broken, fix the technical foundation first; adding an AI-oriented file is not a substitute.

Priority questions, products, authoritative sources, accessible pages and a repeatable observation protocol.

Work products

Measurement boundaries

Guaranteed answers, guaranteed inclusion and invented visibility scores are outside an evidence-based scope.

Question-set size, languages, systems observed, research depth and reporting frequency.

Questions that keep the scope honest

Questions and answers

Is llms.txt required by Google?

Google says its AI search features do not require special AI files. Treat such a file as an optional content pointer.

Does a citation prove new sales?

No. A citation, a visit and a sale are different observations. Agree what is measurable and avoid assigning revenue to an unobserved path.

Platform-specific scopes

The same source-led discipline can be adapted to the retrieval and citation behaviour of a named product. Open a page to see its specific surface, work products and limitations.

Official capability context

The following product documentation informed the scope. It is shown as source context, not as a promise that the platform will select or cite a particular business page.

About GEO / AI visibility services

Buy a transparent visibility experiment with a documented query set and clear measurement limits.

Start after useful content is accessible and its factual sources are clear. If crawling or indexing is broken, fix the technical foundation first; adding an AI-oriented file is not a substitute.

This general scope stays separate from the platform pages below: each product uses different search surfaces, source behaviour and availability. The cards are internal agency profiles, while external source links are intentionally omitted from this landing page.