AI Visibility Audit
RankEcho's AI Visibility Audit shows whether AI engines cite, mention, or ignore your brand when buyers ask category, comparison, alternative, and use-case questions. It maps every prompt where competitors are recommended instead and turns the result into a prioritized visibility scorecard.
What does the AI Visibility Audit check?
The audit runs a fixed battery of buyer-intent prompts across supported AI engines and records whether your brand appears, whether a competitor appears, and which sources the engine used to support the answer.
It is designed for practical marketing decisions: not a vague visibility score, but a prompt-by-prompt map of where AI does and does not include you in the recommendation set.
Which prompts are included?
The prompt battery focuses on the questions most likely to shape a buyer shortlist.
- Category prompts
- Comparison prompts
- Alternative prompts
- Use-case prompts
- Problem-solution prompts
What does the scorecard show?
The scorecard reports citation rate, share of voice, lost-to-competitor prompts, engine-level visibility, source distribution, and off-site dependence. The most important output is the gap map: the exact questions where AI recommends someone else or names no strong source at all.
How should teams use the audit?
Use the audit as the first decision layer. If the site is uncrawlable, fix crawler access first. If competitors win because third-party sources mention them more often, prioritize source coverage. If your content is thin or unextractable, ship the answer block, schema, and content brief for the highest-value prompt.
Frequently asked questions
The initial audit is free. Paid plans unlock the Fix Engine, scheduled re-tests, proof reports, and higher prompt volume.
No. AI answers are probabilistic. The audit measures where you stand and identifies the highest-leverage fixes; it does not guarantee a future citation.