AI citation count
also called CitationsTotal citations
Definition
The number of times answer engines cited your site across the tracked prompt basket in a period.
Scope, grain and dimensions
- Grain
- One answer engine, prompt, cited URL or competitor domain for one tracked segment over one date range.
- Dimensions
- answer engine · prompt · cited URL · competitor domain · citation category · intent · branded vs non-branded
- Required filters
- tracker (unified segment id) or tracked segment id · date range
- Aggregation
- Additive across answer engines, prompts and cited URLs, the verbs sum it to build per-prompt and per-URL totals. Where the semantic layer's own aggregate row is available the verbs report that instead of their own sum.
- Metric type
- raw measure · citations
Data sources
Where you'll see this
Named reports that normally include this metric.
AI bot activity reportAI visibility report
Skills and analyses that use it
Skills carry the judgment; the analysis verbs do the reading.
Analysis verbs
ai_visibility_citation_auditai_visibility_overviewai_visibility_trendai_visibility_drilldownai_page_citations
Method rungs and levers
A rung tells you what a movement here can and cannot explain, read the rungs below it first.
Ask Quattr
- "How many citations did we earn last month?" Simulate this →
- "Which engine produced most of our citations?" Simulate this →
- "Did our citation count grow while the rate stayed flat?" Simulate this →
How to read it
The count moves with basket size as well as with performance, so it is read next to the collected-prompt count rather than alone. A count that grew while the rate held usually means the basket grew, not that the answers changed.
Caveats, freshness and failure modes
Two different constructions carry the word "citations". On the AI-visibility grid and trend it is a summed client-citation quantity from the answer-engine dataset; on the cited-URL and prompt paths it is a row count of market-share rank rows that carry a cited page URL. They are close in meaning and not guaranteed to reconcile exactly.
This is an aggregated cited-page count across all answer-engine runs in the period, not a per-engine sampled share estimate with a confidence interval, the per-engine interval needs a repeated-sampling harness that is not in place.
Every figure is scoped to a tracked prompt basket, a sample, not a census, so the basket's coverage belongs beside the number it produced.
Engines are non-deterministic: the same prompt can answer differently twice, so a count is a count of observations, not of distinct facts about the world.
A large share of citation inventory is third-party content, so a citation count is not by itself a count of your own pages performing.
The shipped name-based formatter classifies the underlying per-row citation measure as a percentage because the word "citation" sits in its percent list. The verbs rename the field before it reaches a card, so the misclassification does not currently reach this number, but any new surface reading the raw field name would render a count with a percent sign.
- Freshness
- ~1 day behind, Daily prompt runs, available the following day.
Common failure modes
- Comparing counts across periods whose prompt baskets differ in size.
- Presenting a count as a share of anything, the denominator is not carried with it.
- Summing citations and mentions into one AI number.
Not the same as
The confusions that cause the most wrong decisions.
AI citation count AI mention count Compare definitions →
Separate measures on separate rows. Citations count your URL being used as a source; mentions count your brand being named. They are reported as side-by-side columns and are never added together.
AI citation count AI Overview inclusion Compare definitions →
A citation is an answer engine sourcing your URL; AI Overview inclusion is presence in Google's on-SERP answer box on a different dataset. The two are named separately every time they could be confused.
AI citation count Citations per prompt Compare definitions →
Same underlying events at a different grain and from a different verb family, the account-level count is not the sum of the prompts returned here, because only the requested or busiest prompts are returned.
AI citation count AI referral sessions Compare definitions →
Being cited is not being visited. This counts answer engines using your URL as a source, on the AI-visibility dataset at R3 Referenced, and it happens whether or not anyone clicks through. Referral sessions count people arriving on your site, in web analytics at R5 Rewarded. Most citations produce no session at all, and sessions can arrive from an assistant that never cited you inside the tracked prompt basket, the two never reconcile, and a rise in one is not evidence about the other.
Watch this metric read in a real run
All runs →
Related metrics and workflows
Verification
A definition is the smallest part of this.
The measurement matters because something acts on it. Here is the rest of the showcase, in the order most people find useful.