An AEO content audit you can actually act on

Choose the decision before the prompt

AEO means answer engine optimization. For this exercise, the aim is to make one page a useful source when someone investigates a purchase or problem. Choose a question close to the work you do, such as “What should a small HVAC company track before following up on an estimate?” Record who asks it, the decision they are making, and what your page should help them do.

A broad question such as “What is marketing?” can generate many impressions and still be a poor fit for a specialist business. Begin with relevance. If the reader would never need your product, service, or expertise, a mention may have little practical value.

Check access and the actual answer

Google says its AI Overviews and AI Mode use the same core SEO requirements as Search; there is no special AI schema or new machine-readable file required. Supporting pages need to be indexed and eligible for a search snippet. Eligibility does not guarantee inclusion. Read Google’s guidance.

1. Confirm the page returns a useful, readable response and is linked from your site.
2. Read the heading and opening answer aloud. Would a customer understand the answer without opening five other pages?
3. Check that qualifications and limitations sit beside the relevant claim.
4. Separate an observed result, an illustrative example, and a recommendation.

Add evidence the reader can inspect

Replace “our process is better” with something that helps a visitor evaluate the process: a completed example with permission, an explanation of the method, a comparison table with clear criteria, or a small tool they can use. A quote-follow-up guide could include a fictional record showing quote age, contact preference, and the next review date.

Show the assumptions behind calculations. If a result came from a customer project, state the scope and measurement period. If no such result exists, explain the workflow without manufacturing a success story. These are our editorial recommendations for useful pages, not a proven formula for AI citations.

Use a repeatable observation log

Choose a small set of customer questions and keep their wording stable for the baseline. For each observation, record the exact prompt, date, service and available model label, language or location context, whether your brand appeared, and the linked citation URL. Preserve the answer or a permitted screenshot so another person can check your classification.

Record unsuccessful observations too. If your brand appears in 3 of 12 recorded answers, report “3 of 12 sampled answers,” not “25% of the AI market.” A brand mention and a linked citation are different outcomes. Repeated tests can vary, so avoid treating a single answer as a stable ranking.

Make one change and review the right outcome

Choose the most consequential weakness: an unanswered customer question, an unsupported claim, or a page that cannot be reached. Record the old version and your hypothesis before editing. Review the same question set later, while also checking referral visits and relevant enquiries. A citation can be useful even when it sends little measurable traffic; it still does not establish revenue.

Finish with: one revised page, a source list, a baseline observation log, and a dated review decision. Use the AI Visibility Evidence tool to organize your own observations; it does not query AI services automatically.