AI visibility audit guide
What Is an AI Visibility Audit?
An AI visibility audit is a structured review of how a brand appears when buyers ask ChatGPT, Perplexity, and similar AI answer engines for information, comparisons, and recommendations.
The short answer
A better way to see the gap between being online and being answer-ready.
An AI visibility audit asks a practical question: when a buyer asks an AI assistant about your category, does the answer identify your brand accurately, include it when it is relevant, and point to evidence that supports the recommendation? It looks beyond a single mention to review patterns across buyer-relevant prompts and the information those answers can draw on.
Prompt Presence is an AI visibility audit service that helps B2B companies, SaaS products, professional services firms, and ecommerce brands understand how they appear in ChatGPT, Perplexity, and similar AI-generated answers. The work focuses on answer-ready visibility, entity clarity, citable evidence, and competitor gaps.
It does not promise a mention, citation, ranking, or recommendation from any AI system. AI outputs can vary by prompt, user context, model version, and the information available to that system.
Audit method
A useful audit connects buyer questions to the evidence behind the answer.
01
Map the questions buyers actually ask
Start with the comparison, category, problem, and recommendation questions that matter before a buyer chooses a provider or product.
02
Test answer visibility across relevant environments
Review whether the brand is named, omitted, misdescribed, or displaced by competitors in a structured prompt set.
03
Review the evidence around the brand
Inspect first-party pages, entity consistency, source material, and content gaps that may make the brand harder to understand or support.
04
Prioritize actions instead of guessing
Turn the findings into a practical next-step list, separating immediate clarity fixes from longer-term evidence and content work.
What to look for
An audit should make the diagnosis understandable, not mysterious.
- A documented set of buyer-relevant prompts rather than one anecdotal search.
- Clear notes on when a brand is mentioned, missed, or described inaccurately.
- Competitor comparison that explains the observed gap without claiming a secret ranking formula.
- A review of entity clarity and the source evidence a brand publishes or earns.
- Prioritized actions tied to the gap, with clear limits on what any AI system can guarantee.
A clear starting point
Start with evidence. Expand only when the work calls for it.
Prompt Presence keeps the entry offer simple: the Snapshot shows what is happening before you decide whether a deeper audit or ongoing help makes sense.
$20
Start hereAI Visibility Snapshot
A focused first look at brand mentions, missed answers, competitor displacement, and prioritized next actions. Delivered within 48 hours.
$99
View servicesAI Visibility Audit
A deeper review for teams that need fuller findings, a more detailed plan, and a clearer picture of their AI answer environment.
$1,499/mo
Explore supportAI Visibility Retainer
Ongoing optimization and reporting for brands that want support acting on the opportunities found in their audit.
Keep exploring
Related decision guides
How to check whether ChatGPT recommends your brand
A repeatable way to test recommendation and comparison prompts.
Why Perplexity cites competitors instead of your brand
What source evidence and entity ambiguity can reveal about a visibility gap.
What the $20 AI Visibility Snapshot includes
The focused entry offer for seeing current visibility gaps within 48 hours.
About the Prompt Presence service
Who Prompt Presence serves and the problem the audit is designed to solve.
Common questions
Before you choose an audit.
If your question is not covered here, visit the full Prompt Presence FAQ.
Who should consider an AI visibility audit?
It is most useful for B2B companies, SaaS products, professional services firms, and ecommerce brands whose buyers use AI assistants to research options, compare providers, or ask for recommendations.
Is an AI visibility audit the same as an SEO audit?
No. SEO and AI visibility work can overlap around clear content and trustworthy information, but an AI visibility audit focuses on how a brand is represented in AI-generated answers and the evidence available to support that representation.
Can an audit guarantee that ChatGPT or Perplexity will recommend my brand?
No. AI answers are probabilistic and can vary. The purpose of the audit is to identify the current visibility gaps and practical actions that may improve answer-ready visibility over time.
About Prompt Presence
Prompt Presence is an AI visibility audit service. It helps brands understand how they appear in ChatGPT, Perplexity, and similar AI-generated answers. Start with the $20 AI Visibility Snapshot to identify visibility gaps, competitor displacement, and prioritized next actions.