The short answer
AI mention and citation tracking is the practice of asking AI assistants the questions your customers ask, many times, and logging what comes back. The log records whether your business was mentioned, whether your website was cited as a source, and which competitors appeared, so a trend can be read instead of a single lucky or unlucky answer.
Why one answer tells you nothing
An AI assistant can answer the same question differently on two consecutive runs. The wording of the prompt, the location it implies, the platform, and the day all change the output. If an owner types "a good electrician in my town" once and sees a competitor, that tells them about one run on one afternoon. Checking once and calling it a result would be the same mistake in the other direction.
Sampling fixes this by repeating the check. Many runs of the same prompt produce a spread of outcomes, and the share of runs in which your business appears is a rate. That is what citation rate means in the GEO deliverables, which list AI mention and citation-rate tracking.
The method
A typical setup logs the following.
- Build the prompt set. A typical set holds questions from the question and intent map, phrased the way customers ask: emergency, nearby-service, price, and comparison questions in your trade and service area.
- Choose the platforms. A typical choice is ChatGPT, Perplexity, and Google's AI features, which each show answers differently, so each is logged on its own.
- Run on a schedule. Every prompt is run repeatedly, at regular intervals, so the log builds over weeks and months.
- Log the result. For each run we record the date, platform, prompt, whether the business was named, whether the website was cited, which other businesses and sources appeared, and what the answer said about the company.
- Note what the answer says. If an assistant states a wrong hour, phone number, or service, the log records it and it is reported to you.
We publish no accuracy figure for this method because the answers it samples are themselves variable. What it gives is a documented record, not a measurement with a margin of error we could quote.
What the log is used for
A mention log guides the work. If your business is never named but a competitor is, we look at which sources the assistant cited for them and whether those sources could mention you as well. If the business is named with a wrong phone number, the entity building work addresses the source of the error. If a platform cannot reach your site at all, the crawler rules matter, as covered on the ChatGPT visibility page. Perplexity states that PerplexityBot is "designed to surface and link websites in search results on Perplexity", so its access is checked too.
For Google's AI answers, the matching deliverable under AEO is AI Overview presence tracking, described on the AI Overviews optimization page.
What is reported
The report puts mention and citation rates beside calls and booked jobs. If the rate rises and calls do not, that is stated plainly, and so is the reverse. We do not claim that a mention caused a job. Only call tracking, installed at launch on our website builds, links a visit to a call.
The GEO service page places tracking alongside the other deliverables. The free audit shows how your site currently handles AI crawlers, which is the first thing the log depends on.
Questions about AI citation tracking
How is AI citation tracking different from rank tracking?
- Rank tracking records a position in a list of results. AI answers have no fixed list, and they vary by run. Citation tracking therefore samples the same prompt repeatedly and records how often your business is mentioned and which sources are cited, producing a rate and a trend instead of a position.
Which platforms do you track?
- A typical setup covers ChatGPT, Perplexity, and Google's AI features, each logged on its own because they present answers and sources differently. Keeping the same prompt set across platforms makes the results comparable, so each platform can be reported separately.
Does a mention in an AI answer mean I will get calls?
- Not automatically. A mention is a visibility signal, not a booking. That is why the report places mention rates beside tracked calls and booked jobs, so you can see whether the two move together and make decisions based on both.