AI SEO and GEO resources for SaaS founders

GEO audit checklist

Check whether your site is clear, crawlable and source-worthy enough to be used in AI search answers.

Quick answer

Check whether your site is clear, crawlable and source-worthy enough to be used in AI search answers. Start by testing real buying questions, recording the brands and sources in each answer, then fix the page that should have supported your inclusion. No optimization can guarantee a mention, but this process shows which evidence is missing.

Build a baseline with buyer questions

Create a small test set before changing the site. Use questions about the category, the problem, alternatives, competitors and proof. Run each question in AI answer engines and record the answer exactly as shown. This baseline prevents random edits.

  • Does the brand appear when it is genuinely relevant?
  • Is the offer described with the correct audience and use case?
  • Which competitors appear first, and for which questions?
  • Which sources support the claims in the answer?

Inspect the pages that should be cited

Choose one canonical page for each important claim. It should state the answer near the top, define the category in plain language and support claims with named evidence. If the fact is scattered across five pages, an answer engine has no obvious source to use.

Check evidence, not keyword density

Look for facts a reader can verify: product scope, audience, limitations, methodology, dates, customer examples and comparison criteria. Repeating the target phrase does not create authority. Precise claims tied to a clear source do.

  • One unambiguous product and category description
  • Named examples or proof with enough context to assess them
  • Honest limitations and who the product is not for
  • Consistent facts across product, pricing, help and comparison pages

Turn every failure into a page edit

If the brand is absent, strengthen category relevance and evidence. If the description is wrong, fix the canonical wording and contradictions. If a competitor owns the answer, compare the cited sources and publish the missing proof, not a generic reaction article.

Retest without claiming a guarantee

Rerun the same questions after the updated pages can be discovered. Compare mentions, citations, accuracy and competitor presence across several runs. AI answers vary, so treat improvement as a repeated pattern rather than a single favorable screenshot.

Related pages

FAQ

How should I start?

Start with 15 to 20 real buyer questions. Record the brands, claims and sources in each answer, then map every gap to one specific page on your site.

What data should I keep?

Keep the exact question, date, answer engine, brands, order of appearance, cited URLs and an accuracy note. These fields explain movement better than a single opaque score.

What should I fix first?

Fix the canonical page that describes the category, audience or promise incorrectly. Then add the specific evidence missing from the sources currently used.

How long does it take to see a change?

There is no guaranteed delay. Pages must be discovered and answer engines must refresh their sources. Compare several runs with the same questions before calling a change real.

Put this guide into practice

Create your account to adapt these recommendations to your needs.

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