Citation methodology

AI citation tracking methodology for evidence review

Use this page to reason about citations as inspectable source evidence rather than as a promise that any answer engine will choose a specific page.

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Cited is not the same as mentioned

A mention is a text appearance in the answer. A citation is source evidence returned with or attached to that answer. The two should be reviewed together because either one can appear without the other.

Treat brand mentions as answer visibility signals.
Treat citations as source evidence that may explain or support the answer.
Review snippets, URLs, and domains before deciding whether the evidence is useful.

Classify source evidence

The first pass should classify source ownership. This prevents teams from mixing proof they control with third-party proof they influence only indirectly.

Owned source

Brand site, docs, blog, pricing, support

Useful when the answer needs current product or pricing facts.

Earned source

Review, analyst, partner, community, press

Useful when the answer needs independent category context.

Competitor source

Alternative site or comparison page

Useful for finding source gaps and competitor framing.

Low-fit source

Outdated or thin page

Useful as a cleanup candidate, not as proof of visibility quality.

Account for variance

Citation behavior can differ by query wording, channel, freshness, geography, and whether the answer system returns source links at all. A citation review should preserve the Run context that produced the evidence.

Compare sources within the same Task before generalizing across channels.
Look for repeated domains across multiple buyer Questions before prioritizing source work.
Use evidence review to decide which owned pages, comparison pages, or proof assets to improve.

Sample/demo examples

How the evidence can be reviewed

These rows are illustrative examples. They are not real customer results, real customer screenshots, or market benchmarks.

Prompt or query	Channel	Signal	Evidence
How to track AI citations for a SaaS brand	Perplexity	Owned source cited	Sample methodology page URL returned
Best tools for answer-engine visibility	ChatGPT	Brand mentioned without citation	Sample category answer cited third-party source
AEO Table alternatives	Google AI Overview	Competitor source cited	Sample competitor page appeared as support

Source review

External claims kept source-backed

AEO Table methodology and product positioning are described from product behavior. External search, AI feature, crawler, sitemap, and structured data statements are limited to the sources linked here.

Review AEO Table editorial standards

Google Search Central: AI features and your websiteReviewed for Google guidance on AI Overviews, AI Mode, eligibility, internal links, textual content, structured data consistency, and the lack of special AI feature requirements.Google Search Central: optimizing for generative AI SearchReviewed for the official position that generative AI search optimization still builds on core Search quality and SEO fundamentals.Google Search Central: structured dataReviewed for source-safe structured data language and the principle that markup should describe visible page content.Google Search Central: sitemapsReviewed for sitemap discoverability guidance and the reminder that sitemap submission is a hint, not a crawl or indexing promise.OpenAI crawler documentationReviewed for the public distinction between OpenAI user agents such as OAI-SearchBot, GPTBot, and ChatGPT-User.Perplexity crawler documentationReviewed for PerplexityBot and Perplexity-User behavior, access controls, and published crawler identification guidance.

Connect this resource to the workflow

AI citation tracking featureSee the product view for source URLs, domains, channels, and Runs.AI visibility measurement methodologyPlace citation evidence inside the broader measurement framework.AI search visibility sample reportSee how citation evidence appears in a sample report.Profound vs AEO TableCompare AEO Table citation evidence against a public alternative page.Peec AI vs AEO TableReview another buyer comparison surface for citation context.