AI Citation Gap Finder

AI Citation Source & Gap Finder

See the third-party sources AI engines cite for your category, and which ones mention competitors but not you (your outreach targets). Free on Google Gemini.

API key (free Gemini) & options

Get a free Google Gemini key (no card) at aistudio.google.com. Optional Perplexity key adds a second engine.

Free on Google Gemini · scans one question at a time so it never times out

AI Citation Gap Finder for the competitor who keeps showing up instead of you

Your client ranks top-3 in Google for the exact query, and a smaller competitor still keeps turning up in ChatGPT's answer instead of them. That's not a content problem yet — it might not be a content problem at all. We show you which domains are actually being cited for your topic, and walk you through the four gates a page has to clear before citation is even possible. Gate one is simple access, and most 'no citations' cases never get past it.

Shows the domains actually citedDiagnoses which gate is blocking youSeparates mention from citationFree, per-topic check

Built and reviewed by Sayed Hasan, founder of SEOs Hut · Updated 28 September 2026 · Free, no signup

How to check AI citations?

Run your target query against the engine and read the cited source list, not just the answer text — on Perplexity that's the search_results field, on Gemini it's the url_citation annotations, and on Bing it's the AI Performance report in Bing Webmaster Tools. A brand can also be recommended from a model's own memory with zero citations attached, so 'not cited' and 'not visible' are different findings.

Zero citations is not a content verdict

Citation is the last of four gates, not the first thing to fix. A page has to be reachable by the answer-time fetcher, present in the index that engine actually queries, retrieved for that specific prompt, and only then cited. Most 'why doesn't my client get cited' cases fail at gate one or two — access or indexing — where no amount of rewriting the page changes anything. Work the gates in order before you touch a word of content.

Work it in order

Four gates a page has to clear, in the order that actually matters

Start at gate one. Each verdict tells you the cheap check to run before you reach for the expensive fix.

1

Can the answer-time fetcher actually reach the page?

OAI-SearchBot, Perplexity-User or a Claude answer-time fetcher shows a 200 in your logs
Gate one clearsMove to gate two.
Those fetchers show 403s, or your logs have never been checked for them at all
Blocked at the doorThis is a robots.txt or WAF rule, not a writing problem. Check your actual access rules first — content changes on a blocked page do nothing.
Only the training crawlers show up — GPTBot, ClaudeBot — never the answer-time ones
You're being trained on, not queriedTraining crawl and retrieval-time fetch are separate processes with separate purposes. Seeing one tells you nothing about the other.
2

Are you in the index that this engine actually queries?

You rank in the top few results for the exact query in ordinary Google search
Indexed and technically eligible for Google's AI surfacesGoogle states plainly that a page needs no extra technical work beyond being indexed and snippet-eligible in ordinary Search. Move to gate three.
You don't rank for the query in plain Google search either
Not an AI problem — an indexing problemFix ordinary relevance and indexing first. There is no AI-specific shortcut ahead of this step.
You're indexed on Google but the competitor is cited on ChatGPT specifically
A different index, a different gateOpenAI's eligibility rule is separate: OAI-SearchBot needs to be able to crawl the site, and the host or CDN needs to allow OpenAI's published searchbot IPs. Standing on Google doesn't transfer.
3

Were you retrieved for this specific prompt?

The topic is broad and your page covers the seed question generally
Query fan-out may be retrieving a narrower sub-questionGoogle documents that a seed query gets expanded into several concurrent related queries before retrieval — its own example turns 'how to fix a lawn that's full of weeds' into 'best herbicides for lawns' and two others. On Gemini specifically, the executed sub-queries are returned directly in the response, so you can check this rather than guess it.
The cited set changes noticeably between two identical runs of the same prompt
Normal instability, not evidence of exclusionRetrieved-source sets vary run to run even on identical prompts. Treat one snapshot as a sample, not a verdict.
4

Were you actually cited in the visible answer?

Perplexity's search_results field lists your domain but no footnote marker appears in the text
Cited, just not markedPerplexity's own API documentation says inline markers are prompt-dependent and directs developers to treat the search_results field as the source of truth, not the visible footnotes.
Bing's AI Performance report shows citation counts for your pages
Referenced, not rankedBing states outright that Total Citations and cited-page data don't indicate placement, ranking, or authority within an answer. A count is not a position.
The competitor is named with no source link attached anywhere
Recommended from memory, not retrievedNot every answer is grounded in live retrieval. A brand can be named from what the model already learned in training, with no citation possible at all. Check whether you're mentioned without a citation before assuming the competitor did something you didn't.
What each engine actually publishes

Source selection: documented versus observable

Don't take our word for what each engine does — this is only what each one has put in writing, and separately, what you can actually see as an outsider.

EngineWhat it publishes about source selectionFan-out / rewrite documented?What you can actually observe
GoogleIndexed + snippet-eligible in ordinary Search, no extra technical work requiredYes, with a published worked exampleImpressions only, via Search Console's Generative AI report — no query dimension
ChatGPT (OpenAI)"Ranks by multiple factors… placement is not guaranteed"Yes — rewrites into queries sent to named search partners (Microsoft, Shopify)Not exposed anywhere in the product or API; the UTM tag on the referral link is the only receipt
PerplexityRates the whole domain, not the page, with three labels (Government, Academic, Trusted)Not documentedsearch_results field in the API is the documented source of truth; inline markers are not guaranteed
Bing / CopilotNo published statement on how sources are ranked or weightedNot documentedAI Performance report gives Total Citations and a sample of grounding queries — explicitly not placement data
GeminiNo published ranking statementgoogle_search_call exposes the queries actually executedurl_citation annotations give url, title and the exact text span — the most observable engine of the five

Scroll the table sideways to see every column.

Rows marked u aren't a knock on the engine — it's what has and hasn't been published, and we're not going to guess at the rest.

Before you argue about the data

Five words this topic keeps blurring together

Mention
Your brand named in the answer text. Doesn't require a link, a footnote, or a retrieved source at all.
Citation
A source explicitly attached to a claim — sometimes a visible footnote, sometimes only present in structured data like Perplexity's search_results or Gemini's url_citation.
Source label
Perplexity's domain-level rating (Government, Academic, Trusted, or no label). Applied to the whole site, not the page, and Perplexity states a business relationship does not affect it.
Recommendation
A brand named from the model's training memory, with no retrieval and therefore no citation possible. Distinguishable from a grounded answer only by the absence of any source list.
Grounding
When an answer is built from a live retrieval step rather than memory. Retrieval, not writing quality, is the thing citation actually measures.
The eligibility bar, in OpenAI's own words

There's no content trick that substitutes for gate one

“ChatGPT ranks search results using multiple factors intended to help users find relevant, reliable information. Placement is not guaranteed. To make a website eligible for inclusion, allow OAI-Searchbot to crawl the site and confirm that the website host or content delivery network allows traffic from OpenAI's published searchbot IP addresses.”

<b>OpenAI, ChatGPT Search help documentation</b> &mdash; OpenAI Help Center
Before you blame the page

Retrieval, not prose quality, is what citation is measuring

Two facts change how you should read a 'no citations' result, and neither is about how the page is written.

The first is that fan-out is real and documented, on both Google and OpenAI. Google's own example expands 'how to fix a lawn that's full of weeds' into 'best herbicides for lawns', 'remove weeds without chemicals' and 'how to prevent weeds in lawn' — three retrieval events from one seed question. OpenAI documents the same mechanism, rewriting your prompt into one or more targeted queries sent to search partners it names as Microsoft and Shopify, and confirms that a user's stored memory changes the rewrite. Your page might answer the seed question well and still miss every one of the rewritten sub-queries actually being retrieved against.

The second is that citation trackers only ever measure the grounded, web-search slice of an answer. A brand's share of voice can be built entirely from mentions with zero attached citations, because the model already knows the brand from training. If your citation count reads zero but the brand still gets named in the answer, that's a real result, not a broken test — it's telling you the gap sits in a different place than you assumed.

Seen this week

Where the gate diagnosis goes wrong

Each of these skips a gate instead of working through it in order.

Rewriting the page before checking crawler access

What happens: A page blocked at the fetcher never gets read no matter how it's restructured — the edit changes nothing and burns a week proving it.

Do this instead: Check answer-time fetcher access first. It's a five-minute log check against a two-week content sprint.

Treating a citation count as a ranking

What happens: Bing states outright that its Total Citations figure doesn't indicate placement, ranking or authority within an answer. Reading it as a leaderboard position is reading data the publisher told you not to read that way.

Do this instead: Use citation counts to confirm you're in the running at all, not to rank yourself against the competitor.

Giving up after one snapshot

What happens: Retrieved-source sets change between identical runs of the same query — a single check that shows you missing proves nothing about tomorrow's answer.

Do this instead: Check the same query more than once, over time, before concluding you're structurally excluded.

Chasing citations on a topic nobody searches for in prompt form

What happens: A gap on a query nobody actually types into an AI assistant is not a gap worth closing.

Do this instead: Confirm the query is one buyers actually ask before you spend a sprint chasing it.

Assuming the cited competitor paid for placement

What happens: None of the five engines above publish a pay-for-citation mechanism, and assuming one exists sends the investigation in the wrong direction entirely.

Do this instead: Work the four gates instead. The answer is almost always access, indexing or retrieval — not a payment you can't see.

What to actually check this afternoon

Start at gate one: pull your access logs and confirm the answer-time fetchers — not the training crawlers — are getting a 200. If they are, confirm you're genuinely indexed and snippet-eligible for the exact query in plain Google search. Only once both of those are clean does a content rewrite make sense. And while you're auditing sources, the domains being cited instead of you are also your highest-value outreach list — you're looking at them in two systems at once. If your own page might simply not be quotable once it is retrieved, check that separately — and for a local query specifically, the cited sources are very often directories you're just not listed in, which is a same-week fix.

Questions

AI Citation Gap Finder FAQ

Is there an AI that can find citations?
Not a single one that covers every engine, because each publishes citation data differently or not at all. Perplexity exposes a search_results field, Gemini exposes url_citation annotations, and Bing shows a citation count in Webmaster Tools — but ChatGPT's product surface shows none of this directly. A gap-finder has to check each engine on its own terms rather than pull one unified feed.
How to improve AI citations?
Work the four gates in order: confirm answer-time fetcher access, confirm you're indexed and snippet-eligible for the query in plain search, confirm you're retrieved for the specific rewritten sub-query rather than only the seed question, and only then look at whether the page itself is citable. Most 'no citations' cases are stuck at the first two gates, where content edits do nothing.
How to get cited in AI search results?
Google states there are no special files, schema, or markup required beyond being indexed and eligible for a snippet in ordinary Search. OpenAI adds one extra technical requirement: the host or CDN must allow OAI-Searchbot's published IP ranges through. Beyond access and indexing, there is no published shortcut that substitutes for being a genuinely retrievable, relevant source.
Why don't ChatGPTs cite their sources?
Not every ChatGPT answer is grounded in a live retrieval step — some are drawn from what the model already learned during training, and a recommendation from memory has no source to cite. Separately, OpenAI documents that placement in results that are grounded is 'not guaranteed', so a page can be crawlable, indexed and still not selected for a given answer.
What counts as an AI mention vs an AI citation?
A mention is your brand named in the answer text, nothing more required. A citation attaches a specific source to a specific claim — sometimes a visible footnote, sometimes only present in structured API data like Perplexity's search_results or Gemini's url_citation. A brand can be mentioned with zero citations if the answer came from the model's memory rather than a retrieval step.
Does zero citations mean my content is bad?
Usually not, and it's rarely the first thing to check. Citation is the last of four gates — fetcher access, index inclusion, retrieval for the specific prompt, then citation. Most zero-citation cases fail at the first two, which have nothing to do with how the content is written.
Can a competitor pay to be cited more often?
None of the major engines publish a mechanism for that, and Perplexity states directly that its domain labels — Government, Academic, Trusted — are unaffected by any partnership, payment or business arrangement. Treat a competitor's citations as evidence they cleared the four gates, not evidence of a deal you can't see.

Primary sources used on this page

  1. Google: eligibility rule and confirmation that no extra technical work is required — developers.google.com
  2. Google: query fan-out, defined and shown with a worked example — developers.google.com
  3. OpenAI: ChatGPT's ranking factors, placement not guaranteed, and the crawl/IP eligibility rule — help.openai.com
  4. OpenAI: publisher referral tagging and the GPTBot training opt-out, kept separate from search access — help.openai.com
  5. Perplexity: domain-level source labels and what they don't mean — www.perplexity.ai
  6. Perplexity: inline citation markers are prompt-dependent; search_results is the source of truth — docs.perplexity.ai
  7. Microsoft: the Bing Webmaster Tools AI Performance report, and its documented limits — blogs.bing.com
  8. Google: Gemini API's observable url_citation annotations and google_search_call queries — ai.google.dev
Keep going

Work the gate you're actually stuck at

A citation gap is rarely one problem. These six cover the gates and the adjacent systems worth checking before you touch the page.

Read the guide: Local SEO Citations: What They Are and How to Build Them and Directory Listings and SEO: Do They Still Help?. Want it handled for you? See our AI SEO (GEO) services.

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