AI Search Visibility Tracking for Citations and Competitors in AI Answers: ChatGPT, Perplexity, Gemini Tools

When a client asks for AI search visibility tracking, they usually mean "are we named." That is the wrong first column. In ChatGPT, Perplexity, and Gemini, a competitor can own the cited URL while your brand appears as a throwaway in the prose, and a named-but-not-cited week reads like a win until you check the link. We ticket citation share and the winning domain. We do not report a blended "AI rank."

The ledger we run is Promptwatch. Paid plans check those three engines (plus Claude and Google AI Overviews) daily from the real UI. Citation analytics sit at page and domain level. Explore is free, ChatGPT only, 10 prompts. That is a demo, not the competitor program.

How we run citation and competitor tracking

Sales and product marketing write the first 20 buyer prompts. We name two competitors on each row. Same wording, same day, every engine we pay for.

On each answer we log four things: named (your brand in the text), cited (a URL appeared), whose URL (yours, a competitor, a publisher), and whether the closer is a warning. Perplexity footnotes more often than ChatGPT. Gemini will not match either column. We keep three columns, because collapsing them into one hides the row that lost the citation.

Promptwatch query fan-outs show the extra searches the model ran before it picked sources. That is usually how a listicle you do not control wins the citation. The ticket then goes to PR or digital, not to "write 20 blogs." How to get cited by ChatGPT is the page edit after a miss you actually own.

Agent Analytics tells us whether the candidate URL was fetched on Professional and the agency plans. Visitor analytics through a script or GTM start on Essential and attach a session if one arrived. A mention week and a traffic week stay separate, because a citation that drove no visit is a different finding than a visit with no citation.

Essential is $95/mo for a one-brand start, with no listed crawler-log allowance. Professional is $245/mo with 25 million crawler logs. Agency Kick-off is $199/mo with crawler logs, unlimited projects, and 10 seats when we hold more than one domain. Business is $579/mo with 100 million logs.

Other tools we inherit, not the ones we start

Otterly at $29 includes ChatGPT and Perplexity in the base set. Gemini is an add-on. The log can lag seven days. We will work from an Otterly export if a brand team already lives there. We will not run a weekly competitor review on a lagging Gemini column.

Peec at $95 covers three models. Extra models are $35 to $165. Claude sits on Enterprise. Fine as a mention tracker. It is not the citation-plus-crawl path we ticket.

Profound Starter is $99 annual and ChatGPT only. Growth is $399 annual. Enterprise is about $2,000 to $5,000+/mo. If Starter is what they bought, we do not report Perplexity or Gemini from that login.

Ahrefs Brand Radar is $199/mo plus an Ahrefs plan. We keep Ahrefs. We do not read Brand Radar as the competitor citation ledger. Semrush AI Toolkit is $99/mo per domain on modeled prompts. We keep Semrush. Same split.

Search Console generative reports are Overviews. They do not store the prompt or the competing URLs in the module. Keep them. They are not this job, and pasting their impression count next to a Promptwatch citation row only confuses the reader who assumed the two came from the same source.

What we will not do

We will not average ChatGPT, Perplexity, and Gemini into one visibility number. We will not treat a brand name in the prose as a win when a competitor got the link. We will not open 200 prompts on day one, because a list that big cannot be re-checked weekly without becoming noise.

FAQ

Is a mention enough if a competitor got the citation?

No. Ticket the cited URL. That is often a third-party page.

Does Explore cover Perplexity and Gemini?

No. Paid Promptwatch is the three-engine start.

Can we use Ahrefs or Semrush instead?

Keep them for Google and links. They are not yesterday's ChatGPT citation row.

What to do this week

Write 15 buyer prompts and name two competitors on each.
Run them once by hand on ChatGPT, Perplexity, and Gemini. Write down the cited domains.
Load the same list into Promptwatch Essential ($95) for citation and visitor tracking, Professional ($245) when crawler logs are required, or Kick-off ($199) if you need more than one brand.
Report mention share and citation share as two lines.
If you want us to run the weekly triage, email hello@1001seomedia.com with the list and any current vendor. We will name Promptwatch. We will not invent a single AI score.