AI Citation Monitoring & Reporting
AI visibility moves weekly. You can't manage what you only check once a year.
AI visibility is genuinely volatile
AEO is not 'set it and forget it.' Citation behavior across AI engines is genuinely volatile — a source's share of citations can swing dramatically in weeks on a model provider's internal decision, with no notice. And each engine sources answers differently, so a firm can look well-positioned in one and be invisible in another.
We continuously track how — and whether — your firm is cited across ChatGPT, Perplexity, Gemini, and Google AI Overviews for the queries that matter to your practice; separate retrieval (being read) from citation (being credited); watch where competitors are named instead of you; and deliver plain-English reports that turn movement into a specific to-do list. This is the measurable feedback loop that makes everything else improvable.
AI citation patterns can change in two weeks
ChatGPT's Reddit citation share collapsed from roughly 60% of prompt responses to around 10% in two weeks in mid-September 2025 — attributed to an internal effort to avoid over-citing certain sites.
Optimizing for one engine ignores the others
Each engine cites differently — ChatGPT skews to Wikipedia and Reddit, Perplexity to LinkedIn and G2, Google AI Mode to other sources entirely — and industry consensus is now that 'annual audits are obsolete; quarterly is the floor.'
Being read is not the same as being credited
Retrieval and citation are two separate funnels with separate rules — a page can be read constantly and credited almost never — so they must be measured as two different columns.
A citation carries measurable downstream value
Brands cited inside Google's AI Overviews have been measured earning about 35% more organic clicks than non-cited brands on the same results page.
Answers to the questions firms ask first.
- What do the reports actually show? +
- Whether each major AI engine names your firm for your key client questions, where competitors appear instead, retrieval-vs-citation trends, and a prioritized action list.
- How often do you report? +
- On a recurring cadence (the industry floor is now quarterly; we track more frequently), because AI visibility shifts week to week.
- Why track multiple engines? +
- Each engine sources answers from different places. Being cited in ChatGPT says nothing about Perplexity or Google AI Mode.
- Can you prove the work is paying off? +
- We show the citation and visibility trend over time. We report movement honestly — including when an engine-wide shift moves things we don't control.
- Does a citation actually matter if people don't click? +
- Yes — cited brands see measurably higher downstream clicks and carry the recommendation into the prospect's next search.
See exactly how your firm appears in AI answers today.
Every engagement starts with a 20-minute call with Anthony. No obligation, no spam.