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06 Numbers and Powers

Audit Your Website’s Visibility in AI Search

Card No. 06·56926 · Updated · Standard formula, shown below

Auditing your website’s visibility in AI search helps you see whether tools that generate answers mention your business, cite your pages, or overlook you for competitors. You’ll need a shortlist of relevant questions, access to your website analytics and search data if available, and a spreadsheet to record results. AI answers vary by query, location, time, and user context, so treat the audit as a repeatable snapshot—not a definitive ranking report.

What You’ll Need

  • A spreadsheet with columns for query, platform, date, answer, cited sources, your brand’s presence, and notes.
  • A list of 10–30 real questions potential customers ask, covering different intents and stages of decision-making.
  • Access to your site’s analytics and search-performance reports, if you have them.
  • Your website’s key URLs, brand name variations, and a short list of competitors.
  • Access to several AI answer or search experiences available in your region. Use their normal interfaces and follow their terms.

Step-by-Step

  1. Define what visibility means for your site. Decide what counts as a useful appearance: a direct brand mention, a link to your page, a recommendation, or accurate information about your products or services. Track these separately. A brand name in an answer without a citation is different from a link that could bring visitors to your site.
  2. Choose a focused set of questions. Include informational questions, comparisons, local or service-specific queries where relevant, and questions that name your brand. Use wording you hear from customers, support requests, sales conversations, or keyword research. Avoid testing only your company name; that mainly measures navigational recognition, not broader discoverability.
  3. Set up a consistent test. Record the exact wording, platform, date, region or language setting when available, and whether you were signed in. Run the same question on each platform. Do not quietly rephrase a query when the first answer is unhelpful; log that as a separate test. Avoid leading wording that assumes your site is the best answer.
  4. Inspect answers and citations carefully. For each response, note whether your brand appears, whether your page is linked, and which other sources are cited. Open cited pages and confirm that they actually support the answer. Record inaccurate claims, outdated details, and competitor mentions. If the platform supplies no citations, mark that field as unavailable rather than guessing where the answer came from.
  5. Repeat a sample of tests. AI answers can change between runs. Repeat several queries on different days, keeping the wording and settings the same. Treat a result as a pattern only when it recurs; a single mention or omission is weak evidence. Save the date and, where permitted, a record of the answer so later audits can be compared.
  6. Check your existing search and site data. Review organic search queries, landing pages, referral sources, and changes in visits around the audit period. Look for traffic from identifiable AI or answer services, but do not assume all AI-influenced visits will be labeled clearly. Analytics can show visits and conversions, not every time your site was used to form an answer.
  7. Review the pages that should answer your test questions. Check that each important page is accessible, indexable, current, and clear about its subject. Use descriptive headings, concise factual explanations, relevant examples, and visible authorship or organizational details where appropriate. Make sure important information is available in readable page text rather than only in images, scripts, or downloads.
  8. Check technical and editorial foundations. Confirm that search engines are not blocked from pages you want discovered, that canonical URLs point to the intended version, and that your XML sitemap is current. Review robots directives and any crawler controls carefully: different services may use different crawlers, and allowing one does not guarantee inclusion or citation. Use structured data only when it accurately describes visible page content.
  9. Find gaps and prioritize fixes. Group missed questions by topic. If a competitor is cited repeatedly, compare the pages’ clarity, coverage, freshness, and credible sourcing—not just word count. Improve the most useful existing page or create a genuinely helpful one. Correct facts and technical problems first; do not add unsupported claims or pages made solely to repeat keywords.
  10. Rerun the audit and report limits. After publishing changes or resolving access issues, repeat the same questions and settings. Compare mentions, citations, accuracy, and referral data separately. Include the sample size and dates in your summary. A small manual audit can reveal opportunities, but it cannot establish total market share or prove that a particular edit caused an answer to change.

Common Mistakes

  • Testing only a few branded queries, which can make visibility look stronger than it is for general questions.
  • Counting any brand mention as a citation, or treating an unlinked statement as a site visit opportunity.
  • Drawing conclusions from one answer. Outputs can differ across platforms and over time.
  • Assuming a crawler visit, an indexed page, or structured data guarantees an AI mention. None guarantees selection.
  • Copying competitors’ wording or publishing thin pages to target every query. This can reduce usefulness and does not ensure inclusion.
  • Attributing a traffic change to AI search without checking other causes, such as seasonality, campaigns, or ordinary search changes.

Tips

  • Keep a stable core set of questions for comparisons, then add new questions as customer needs change.
  • Separate branded, informational, comparison, and local queries in your spreadsheet so patterns are easier to spot.
  • Use plain, specific language on key pages. Explain who a product or service is for, what it does, and any important qualifications.
  • Keep dates, figures, policies, and contact details up to date. Clear source information helps readers assess reliability.
  • Measure useful outcomes—qualified visits, enquiries, and accurate representation—alongside mentions. Visibility alone is not a business result.

Troubleshooting

Your site never appears: Check whether the tested questions genuinely match your content and whether the relevant pages load without a sign-in. Review indexing status in available search tools, crawl controls, canonical tags, and internal links. Then improve the best-matched page and rerun the same tests; do not expect an immediate change.

Answers vary between runs: Record each result rather than selecting the most favorable one. Increase the number of repeated tests, keep settings consistent, and report the range of outcomes. Variation is normal and does not necessarily indicate a site problem.

Your brand appears but the details are wrong: Identify the exact claim and the page or source that may have supplied it, if citations are shown. Correct outdated information on pages you control and make authoritative details easy to find. You cannot directly edit every AI answer; report issues through the service’s feedback option where available.

You see no referral traffic: Do not conclude that your site was never mentioned. Answers may not link to you, visitors may arrive through unidentifiable sources, or the sample may be too small. Use manual answer records and analytics as complementary evidence, not substitutes for each other.

Frequently Asked Questions

How often should I audit AI search visibility?
Run a baseline audit, then repeat on a regular schedule such as quarterly or after major site changes. Repeat sooner if the topic or information changes quickly.

Which AI search platforms should I check?
Use the answer and search services your audience is likely to use and that are available in your market. Record each platform separately because their results and citations differ.

Can I guarantee that an AI service will cite my website?
No. You can make pages accessible, accurate, and useful, but services choose answers and sources independently and may not provide a citation.

Does structured data make my site visible in AI answers?
Structured data can help describe page content to systems that process it, but it does not guarantee indexing, a rich result, a mention, or a citation.

Should I use the same query in every test?
Yes, for comparisons over time. Keep a stable set of exact queries and settings, and label any new wording as a separate test.

What is the difference between a mention and a citation?
A mention names your organization or content. A citation provides a link or source reference. Track both, and verify that a cited page supports the answer.

Related

Method: the standard formula for this calculation, rounded as each result states. See how the calculators work or report an error.

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