How to audit one page for GEO, AEO, and SEO

Choose a question that changes a decision

Suppose a repair shop hears “Do you collect bikes outside the city?” before customers book. Use those words and start at the pickup service page. A homepage audit can fill its page sample before reaching a particular service. Starting at the service URL makes it the first page inspected.

Decide what would count as a useful answer before you scan. A customer needs the collection area, any exceptions, and a way to check an address on the boundary. A developer needs the intended public URL. Write down both.

GEO readiness starts with access

Generative engine optimization (GEO) covers efforts to make a site discoverable and usable in AI-generated answers. CiteMaybe checks the technical part by recording the response and the published crawl policy for the exact URL. Open the GEO findings for the service page and read the HTTP outcome, final destination, and applicable crawler rule.

If a service URL redirects to the homepage, check whether the redirect was intentional before rewriting the service description. If CiteMaybeBot is blocked, the report can document that restriction. You need another source of evidence for anything behind it. A rule that allows OAI-SearchBot describes access for search discovery. Observing an actual citation requires a separate search test.

Compare the three OpenAI crawler purposes.

AEO means reading the passage

Answer engine optimization (AEO) focuses on whether a page clearly answers a reader’s question. Enter the pickup question in the audit, open AEO, and read the returned passage as if this were the only sentence the customer saw. Consider this example from our fictional repair shop.

“Our bike collection service operates throughout the city.”

This sentence shares the customer’s vocabulary. It still leaves a rider outside the city without a decision. Ask the service owner to confirm the actual boundary and exceptions. Add those facts beside the booking instructions, then rerun the same question and read the new passage. A keyword match is the start of that review.

Check how the page identifies itself

Search engine optimization (SEO) includes the signals that help search engines discover and understand pages. In the SEO basics section, compare the service page’s title, description, canonical URL, and indexing instructions.

If the service page and homepage share a description, read both pages. A useful service description might describe the booking process or coverage area once you have verified it. If the canonical points to another URL, ask which page should represent that content before changing it. A legitimate duplicate can intentionally point elsewhere.

Google describes a canonical link as a signal when selecting among similar pages. Its existing technical requirements and guidance for helpful content also apply to its AI search features. Canonical URLs · AI features and your website

Give the next edit an owner

Developer

Send the final URL, the rule ID, its observed value and its intended value. For a canonical issue, ask the developer to show the corrected canonical link in the HTML returned after deployment.

Service owner or editor

Send the customer question, the quoted passage, and the fact that needs confirmation. For the repair shop, that means asking the person who books pickups to verify the service boundary before publishing it.

Person running the audit

Keep the first JSON export. After the edit is live, enter the same URL and questions, then compare final URLs, rule IDs, versions, and evidence from each run. If a page was skipped or the version changed, check its source directly before interpreting a change in totals.

The live report stays private to the original browser session and expires seven days after scan creation. To attach evidence to a ticket, use Export JSON or Print report. Report retention and deletion

For a measured example, read what changed in CiteMaybe’s own three-page audit.