AI Citation Tracker: Log Overviews, Mentions, and Source Links

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AI Edited

Last updated: 26 August 2026

An AI citation tracker records, for a fixed query set, whether a generative answer appears, whether your brand is named, and whether your domain is linked as a source—Search Console does not store that third field by itself.

TLDR

• Google’s Generative AI performance report counts impressions when links to your site show in AI Overviews or AI Mode—not a full citation ledger.
• Log three columns per query: Overview present (yes/no), mention, citation (your host in the source list).
• ChatGPT search visibility is a different gate: allow OAI-SearchBot (OpenAI crawlers).
• This site skill is a measurement playbook (no CLI SKILL.md in the product repo). Do not invent a binary that is not in GitHub.
• Improve citability with the GEO skill; keep crawl policy in seo-robots-ai.

Contents

• What an AI citation tracker must log
• Start with Search Console, not a SaaS screenshot
• Google vs ChatGPT vs other engines
• Run the site skill as a prompt library
• FAQ
• Related reading
• Sources

What an AI citation tracker must log

A tracker that only says “you appeared in AI” is marketing. The minimum schema:

Field	Meaning
query	Exact prompt / search string
engine	google-aio / google-ai-mode / chatgpt-search / other
feature_present	Did a generative block render?
brand_mentioned	Name in the synthesized text
domain_cited	Your host in the visible source list
cited_url	Canonical page if shown
checked_at	ISO timestamp

Citation rate = events where domain_cited is true / events where feature_present is true. Mention rate uses brand_mentioned. Keep the rates on your query sample. Do not paste industry-wide percentages from competitor blogs.

Start with Search Console, not a SaaS screenshot

AI Edited

Google documents the Generative AI performance report as impression data for AI Overviews and AI Mode, grouped by page, country, or device. That is the only first-party time series most sites have.

What it does not claim: a list of queries where you were cited but not clicked. Google’s AI optimization guide points publishers to this report for visibility, then back to ordinary SEO quality systems. Use Search generative AI control only when you intend to change inclusion.

Run an audit skill if pages that should be eligible are not indexed or are noindex.

Google vs ChatGPT vs other engines

AI Edited

Google Overviews retrieve from the Search index (RAG + query fan-out in the official guide). ChatGPT search uses OAI-SearchBot. Mixing those logs produces fake “AI SEO scores.”

Keep crawl policy correct: Googlebot allowed for Overviews; OAI-SearchBot allowed for ChatGPT search. Training opt-outs (GPTBot, Google-Extended) are separate—see robots.txt for AI bots.

Run the site skill as a prompt library

seo-ai-citations exists as a site capability (prompt + logging contract). The product repo does not ship a matching skills/seo-ai-citations/SKILL.md. Agents should:

For each row in queries.csv:
  1. Open the engine with a clean session.
  2. Fill feature_present, brand_mentioned, domain_cited, cited_url.
  3. Write JSONL. Never invent GSC impression counts.

npx @seoskillsai/cli run seo-ai-citations --target "https://example.com"

That CLI line is the universal runner used across this directory. If the pack has no skill folder, the agent must stop and use the GSC + spreadsheet method above. Browse the Skills directory for modules that do have repo SKILL.md files.

FAQ

What is an AI citation tracker?

Software or a spreadsheet that logs generative-answer presence, brand mentions, and source-link citations for a fixed query set.

Does Google Search Console show AI Overview citations?

It shows impressions for links displayed in AI Overviews and AI Mode. It is not a complete citation-without-click log.

How do I track brand mentions in AI Overviews?

Sample queries, expand the Overview, and record brand_mentioned separately from domain_cited.

What is citation rate vs mention rate?

Citation rate uses source links to your host. Mention rate uses the brand string in the answer text.

How to measure AI Overview visibility?

Start with the GSC generative AI report, then add a query-level citation log for the pages that matter.

Related reading

• Generative engine optimization skill
• AI robots.txt skill
• SEO audit skill
• SEO Skills AI homepage

Conclusion

Measure Google with GSC impressions plus a citation/mention log; measure ChatGPT search only where OAI-SearchBot is allowed. Search ai citation tracker seoskillsai when you need this playbook again.

Sources

• Generative AI performance report (Search Console)
• Search generative AI control
• Google AI optimization guide
• Google common crawlers
• OpenAI crawlers overview