AI visibility audit

Find out whether AI systems can find, and correctly understand, your business.

An AI visibility audit is a controlled baseline for AEO and GEO, not a handful of cherry-picked prompts. We examine how your organization appears across relevant questions, which pages and sources support those answers, and where technical or content gaps may be reducing your eligibility for inclusion.

Four concentric rings expanding outward through accumulated context from a solid central circle where an entity becomes relevant, with small points scattered across the rings.

Definition

Context field

The accumulated conversational and user context within which an entity, product, or idea becomes relevant, even when it was not part of the user’s original query or explicit intent.

Volume counts mentions. The field is where growth can happen: competitors, contexts, localities, and absences that expand with every answer. An audit measures the field that creates relevance, not only the terms a customer started with. More terms are defined in the glossary.

Audit components

What the baseline covers

  1. Business, service, product, founder, and location entity review.
  2. Customer-intent prompt set with documented wording and categories.
  3. Traditional search and AI-answer visibility observations.
  4. Priority-page crawlability, indexability, canonical, and structured-data checks.
  5. Content clarity, evidence, expertise, and extractability review.
  6. External corroboration and citation consistency review.
  7. Prioritized action plan divided into quick wins, foundation work, and longer-term authority building.

Method note

AI models change, retrieval changes, and two users may receive different answers. We record the testing conditions and treat the result as an observable baseline, not a permanent ranking. The goal is to make better decisions and increase the probability of accurate visibility over time.

Establish your baseline

Related products

Outcomes by Page

Need to know what each page actually accomplishes?

Consolidated, human-readable GA4 and Google Search Console results with deep-link reporting and AI inquiry. Say goodbye to regex.

Visit Outcomes by Page

Minimum Viable Metric

Need to measure your brand's presence in the LLMs?

Visibility testing across answer engines and generative AI, with simulated user accounts, for brand and category discovery.

Visit Minimum Viable Metric

AIO MySEO

Want content both machines and users will interact with?

An additive layer for an existing website that reinforces page context and gives visitors page-aware prompts and useful next steps.

Visit AIO MySEO