A useful GEO audit includes a reproducible question set, saved answers by platform and market, brand and competitor mentions, actual cited URLs, an accuracy check against approved product facts, and prioritized fixes. It should state what was observed and what remains uncertain.
Set the test conditions
Agree on target buyer, category, geography, language, platforms, and comparison brands. Put questions into groups: discovery, feature fit, comparisons, and objections. Preserve the exact question wording and test date. A percentage without this denominator is difficult to interpret.
- Prompt and intent group
- Platform, market, language, and capture date
- Brand and comparison set
Capture answers and sources
Save the answer and note which brands and products appear. Record whether the product is accurately represented, whether a source URL is cited, and whether the linked page belongs to the brand or a third party. A mention without a citation and a citation without a recommendation tell different stories.
Translate findings into work
Match each gap to an owner and an action: fix a product fact, improve a comparison, repair a crawl issue, update a merchant record, or prepare a legitimate editorial contribution. Rank actions by buyer relevance and feasibility, not just by the number of prompts. State who can approve claims and publish the pages.
Review again with limits
Repeat the agreed questions after work has been published; compare with the baseline and annotate platform changes and new sources. If analytics are available, inspect AI referral sessions and qualified inquiries. These are related signals, not proof that a single content change caused revenue. Our audit produces a question map, source log, issue backlog, and practical next scope.
Official references
Platform features and requirements can change. Check the current documentation when planning implementation.