Buyers ask AI tools before they click
The page needs answers, proof, and clear source material that can survive comparison-style questions.
AI SEO / visibility audit
AI search visibility audit for prompts, citations, competitor displacement, crawler access, and source gaps that affect how the brand appears in AI-assisted answers.
The first useful output is not a bigger task list. It is a clear read on what should be fixed, built, paused, measured, or discussed before the next spend or content decision.
Where this fits
Each page is scoped around a decision surface: the account, site, workflow, source material, or reporting loop that currently makes the next move unclear.
The page needs answers, proof, and clear source material that can survive comparison-style questions.
AI feature eligibility depends on accessible, indexable, snippet-eligible pages and useful textual content.
Owned pages, case studies, reviews, profiles, and third-party sources should describe the brand consistently.
AI SEO fails when pages overclaim. The safer path is visible evidence, concrete constraints, and clear fit/not-fit language.
What gets checked
The checklist changes by service, but the operating rule stays the same: separate clean signal from noise before recommending implementation.
Deliverables
The output should be practical enough for the person who has to approve, implement, or measure the next change.
A focused result log for category, comparison, recommendation, trust, and branded prompts.
Page changes that make the offer, proof, audience, and next step easier to understand.
Owned and external source updates ranked by what is most likely to reduce confusion or weak citations.
Process
The work is designed to make ownership clearer, not create more client-side project management.
Define the questions that can influence recommendation, comparison, trust, budget-fit, and selection.
Review whether pages can be found, parsed, cited, and matched to visible proof.
Turn findings into page briefs, technical tickets, source cleanup, and answer asset directions.
Measure whether answers, sources, competitors, and misrepresentations moved after implementation.
Relevant proof
These links point to public Etavrian proof that is closest to the operating pattern behind this page.
Next step
Share the site, account, workflow, or reporting context. The first conversation decides whether this page is the right starting point, whether a narrower audit is enough, or whether the work belongs in another channel.
FAQ
It is not a replacement. The work starts from normal SEO foundations, then adds prompt visibility, citation sources, entity consistency, answer assets, and source cleanup.
No. The work can improve source clarity and remove blockers, but dynamic AI answers are not guaranteed placements.
The exact set depends on the market, but the work can include ChatGPT, Perplexity, Gemini, Claude, Copilot, and Google AI features where available.
A site, priority pages, competitors, best proof, and Search Console are enough to start. CDN, WAF, CMS, or server context may be needed for access blockers.