Is My Domain Cited in ChatGPT? A Thirty-Minute Audit

"Is my website cited in ChatGPT?" sounds like a yes or no question. It is not. The honest answer is a table: which pages, for which prompts, how often, and whether anything is trending up or down. This audit gets you from a gut feeling to that table in about half an hour.

Minutes 0 to 10: manual spot checks

Start by doing what your customers do. Open ChatGPT with search enabled and ask five questions a buyer in your category would ask. Mix the types:

A plain recommendation question ("what is a good tool for X").
A comparison question that names a competitor.
A question about your own brand by name.
A how-to question your blog should answer.
A pricing or fit question.

For each answer, look at the sources shown beside or below the text. Note two things: whether your domain appears, and which other domains do.

Be clear about what this exercise is worth. It is a smoke test. ChatGPT answers vary between runs, location matters, and one sample cannot tell you your rate. If your domain showed up in three of five, you have learned something encouraging. If it showed up in none, you have learned that you need the next steps, not that you are invisible.

Minutes 10 to 15: separate mention from citation

A brand mention and a citation are different outcomes. A mention means the model wrote your name. A citation means it pointed to a URL as a source. You can be mentioned without being cited, for example when the model recalls you from training or from a third-party review. Likewise, a page can be cited without your brand being named in the answer text.

Write down which one you got for each prompt. Promptwatch treats these separately: a Brand Book defines what counts as a mention, while citation analytics record which pages were used as sources. Mentions without citations often mean other sites are speaking for you, and those appear as offsite mentions, where your brand is named in third-party pages without a link.

Minutes 15 to 20: check access

If your pages are never cited, test whether the bots can reach them. OpenAI's relevant crawlers are GPTBot, OAI-SearchBot and ChatGPT-User. Open your robots.txt and look for rules that block them. Then check whether your firewall or CDN challenges them, because a bot blocked at the edge never shows up in a robots.txt review.

The reliable way to see this is server-side evidence. Promptwatch's Agent Analytics reads real-time crawler logs, filters out spoofed user agents by verifying IPs, and shows errors with failure explanations. You connect it through your CDN or host: Cloudflare, AWS CloudFront, Fastly, Vercel, Netlify, Akamai, Google Cloud CDN, a custom HTTP route, or the WordPress plugin. Without logs, you are guessing whether the door is open.

Minutes 20 to 25: put your key pages on a watchlist

Pick the five to ten URLs that matter most: pricing, your best comparison post, the product page, and your top how-to. Add them to the Promptwatch Page Tracker. For each URL you get citation counts, how many distinct prompts cited it, when it was last cited, and for your own domain, crawler visits and AI click-throughs.

This is the step that converts the spot check into evidence. A page with zero responses and zero crawls has an access or discovery problem. A page with frequent crawls and no citations has a content problem. A page that is cited and never clicked has a snippet problem. Those are three different fixes, and the tracker shows you which one you have.

Minutes 25 to 30: write the finding in one sentence

Resist the long report. Finish with a sentence of the form: "ChatGPT cites X pages for Y of our Z tracked prompts; the biggest gap is [page or prompt]; the likely cause is [access, content, or third-party ownership]." That sentence is what you take to the next meeting.

What manual checking misses

Even a careful audit has blind spots, and it helps to name them:

Frequency. One run does not give a citation rate. A tracker that runs a prompt panel daily per model, country and language does.
Query fan-outs. ChatGPT may search sub-questions you never typed. The pages cited often answer those. Promptwatch shows fan-outs per model.
Other engines. Being cited in ChatGPT says nothing about Perplexity or Google AI Mode. A tracker covering several in one view saves you from over-generalizing.
Traffic. A citation that nobody clicks is a brand impression, not a lead. Visitor analytics attribute AI-referred sessions and conversions, so you can tell the two apart.

A note on small brands

If you are a smaller site, expect the first audit to be sobering. Many sites are cited for fewer prompts than their owners assume. That is useful, not shameful: the prompts where you are absent are your roadmap, and Promptwatch's content gap analysis scores coverage per topic so you can see where to publish first.

What to do next

If your spot checks were clean and your key pages show citations, set a weekly cadence and keep watching. If they were mixed or empty, you need continuous measurement, not another manual attempt. Promptwatch combines the pieces this audit improvised by hand: prompt tracking, citation analytics, a per-URL Page Tracker and crawler logs in one place. The free Explore plan includes 10 ChatGPT prompts, which is more than enough to repeat this audit next week and compare. Do that, and the question stops being "am I cited?" and becomes "which page is next?"