Measuring citations across four assistants

Google and Microsoft now report part of the picture. Search Console shows how often your links appear in AI Overviews and AI Mode, and Bing Webmaster Tools counts how often Copilot cites your pages. ChatGPT, Claude and Perplexity offer nothing like it. For those you still have to ask them, repeatedly, and record what comes back. It's worth the effort: in Seer Interactive's data, brands cited in AI Overviews earned more than twice the clicks per impression of brands that weren't, as covered in why position 1 doesn't mean what it used to.

Where each assistant can be measured

Citations and mentions are different

A citation is a link to your page shown as a source. A mention is your brand named in the answer without a link. Track both: mentions show the assistant knows you exist, citations are what send visitors.

Track prompts, not keywords

The unit is the question a buyer would type: "best running shoes for beginners", not the keyword "running shoes". Write 20 to 50 of them, in the words customers use, covering the whole journey from problem to comparison. Your keyword research is a good starting list: rephrase each term as the question a buyer would ask.

Sample on a schedule

Answers vary between runs, so a single check tells you very little. Ask the same prompts weekly and record whether your domain appeared, in which position among the sources, and which page was cited. The trend is the signal; any one answer is noise.

What to record

Record the date on every row, because model updates move these numbers without warning. The cited page column teaches you which of your pages are quotable; the competitor column tells you who you're losing to.

What to do with it

Pages that get cited tell you the format that works for your subject; write more like them. Prompts where a competitor is cited and you aren't are the clearest brief you will ever get: their page answers something yours doesn't.

If a prompt never cites you, check the basics first. Are AI crawlers allowed to reach the page? Is the answer structured so it can be quoted?

A note on tools. Our free AI visibility checker checks whether crawlers can reach and read your site; it doesn't query assistants or count citations, and our AI visibility page says so plainly. Google also warns that no third-party tool has access to its internal ranking or AI systems, so be wary of any tool that claims to. For why citations matter at all, start with what generative engine optimization is.

A month of tracking hands you a list of briefs: prompts where a competitor is cited and you aren't. Writing the page that answers each one is where the weeks go, and every brief left in the backlog is a buyer hearing about someone else. AutomatedSEO takes on the writing. It researches the searches and prompts your buyers use, checks what already ranks, and publishes 30 answer-first, sourced articles a month to your site. You can spend your week on the measuring, not the drafting.