Does the AI mention you when someone asks about your topic?
AI visibility is the practice of monitoring and improving how often your brand appears in answers from ChatGPT, Perplexity, Google AI Overviews, and other AI search engines. Frase's guide to getting cited by AI search engines defines it as how frequently and prominently your brand, website, or content shows up in those answers: every citation, brand mention, or product recommendation on a relevant question.
Traditional SEO visibility answers "where do I rank?" AI visibility answers a different question: "does the AI mention me at all?"
Citation Presence, Not Position 1 to 10
The difference is a ranking model against a citation model, and it changes what you count.
Search visibility works on positions. People scan ten results, click one, and visit your site. AI visibility works inside a written answer. Your brand is either cited in that answer or it is not. There is no position seven in a generated response.
Frase's comparison lays the two side by side:
| SEO visibility | AI visibility | |
|---|---|---|
| What you measure | Ranking position | Cited or not |
| What the user does | Clicks through to a site | Reads the answer on the platform |
| What wins | An optimized page | A source the answer draws on |
| What changes it | Algorithm updates | Model retraining plus live search |
That binary is why a one-time check cannot stand in for visibility work. A rank tells you where you placed once. A citation tells you whether you survived the writing of one particular answer, and the next answer to the same question may be written differently.
What to Count
Four metrics carry the work. Count each one per engine and as a total.
- Citation frequency. How often your brand appears in answers on each engine.
- Share of voice. Of the answers in your topic area, what share cite you against your competitors. It is the AI version of market share in search.
- Sentiment. When you are mentioned, is the context positive, neutral, or negative? A brand that appears only next to complaints has visibility of the wrong kind.
- Query coverage. For what share of relevant questions do you appear at all? Strong coverage on "what is [your category]" and none on "best [your category] tools" is a map of where to work, not a score.
Frase's guide wraps those metrics in a wider structure worth using as a checklist: breadth across engines, depth from broad category questions down to product comparisons, the quality of each citation (primary authority, supporting source, or passing mention), position against rivals, and consistency over time as models update.
One more distinction keeps the counting honest. A mention names your brand in an answer. A citation uses your page as the source behind a specific statement, usually with a link. Mentions build awareness; citations send the reader to you. Track them separately.
Which Prompts, Which Engines, How Often
A repeatable cited-or-not check comes down to four decisions.
Pick the prompts your prospects would actually ask. Cover the range, not one head term: category questions, how-to questions, and comparisons where engines list and compare products. The questions people already ask Google are a good source; the People Also Ask box and autocomplete show their phrasing. A teardown of one $59-a-month AI SEO tool describes the pairing well: give it a keyword, it researches what already ranks, writes the article, and checks whether your brand shows up when people ask ChatGPT or Perplexity about the topic. Borrow that pairing, ranking research plus a cited-or-not check on the same keyword, whether or not you buy the tool.
Check more than one engine. Frase lists ChatGPT, Perplexity, AI Overviews, Gemini, Claude, Copilot, Grok, and DeepSeek. You do not need all eight on day one, but one engine is not visibility. Start with the engines your buyers use, for most teams ChatGPT, Perplexity, and Google's AI Overviews, and widen once the loop runs.
Repeat it, because one answer is not a measurement. A French agent playbook built on DataForSEO's AI Optimization endpoint states the rule directly: watch which brands are mentioned and which sources are cited on the questions your prospects could ask, repeated over time, because a single response is not enough. A Japanese operator describes the same habit as fixed-point observation, running an in-house tool that checks AI-search visibility on the same prompts at set intervals. Log cited or not each round and watch whether the pattern is steady or jumping.
Score against rivals and read the tone. Track frequency and sentiment for two or three direct competitors on the same prompts. Share of voice without sentiment misleads, and sentiment without coverage misleads more. Only a log across rounds separates steady citation as a supporting source from a one-off mention in a bad context.
Tools That Track It
The large SEO suites have started building this in. Semrush tracks AI Overviews inside its position reports. Ahrefs' Brand Radar monitors brand mentions across what Ahrefs describes as more than 286 million prompts. Frase offers daily monitoring with share of voice tied to its optimization workflow. DataForSEO's AI Optimization endpoint exposes brand mentions and cited sources for developers building their own tracker.
Some claims are looser. A free open-source SEO tool pitched in public threads as tracking "even your AI visibility" describes that feature in its own documentation more narrowly: it identifies which AI engines send you referral traffic and which of your URLs they cite, using your analytics referral reports. That is a useful look backward. A cited-or-not check on prompts you choose is a different job.
Why Ranking Still Matters
Frase's guide reports that content already on Google's first page has a significantly higher chance of being cited in AI answers, thanks to shared quality signals, overlap with training data, and live search that pulls from top results. For Google's own summaries, how AI Overviews pick their citations makes the link explicit: Google mostly cites pages it already ranks near the top.
A top ranking does not guarantee a citation. It is, however, the part of the picture you can re-check any time. For each prompt on your list, pull the current top Google results, note who ranks and whose facts and headings show up in the AI answer, and stamp the round with the prompt, the location, and the week.
qequals ships no AI-citation tracker. What it supplies is the half of the check that stays verifiable: the live Google results for each prompt and the question phrasing from Google's suggestions. When Google fails behind the call, the call fails too, so a round is never filled with invented results.
Compare round to round. A citation you keep across a month of rounds is visibility. A citation you had once is luck.
