Platform
Perplexity visibility
An answer engine that cites its sources is the closest thing this field has to a window into the retrieval step. If a specialist reviews one platform closely for you, it is usually this one.
AI Says audits your website — the foundation every AI platform draws on. To see what ChatGPT, Gemini, Claude, Perplexity or Google AI are saying about you today, our specialists review those platforms directly during a consultation. AI Says is independent and is not connected to any AI platform.
Citations turn guesswork into evidence
The hardest thing about measuring AI visibility is that the interesting part is hidden. A system retrieves some documents, weighs them against what it already holds, and produces a paragraph. You see the paragraph. You do not see the documents — so when your business is absent, you cannot tell whether you were never retrieved, retrieved and passed over, or retrieved and paraphrased without attribution.
Answer engine that cites its sources — the clearest read on citations. That one behavioural difference changes what can be learned. When the sources are listed, absence becomes diagnosable. If a regional directory is cited for a question about your own specialism, the problem is that the directory page was a better source than yours. If three competitors are cited and you are not, the problem is competitive, not technical. If your own site is cited but a competitor is recommended, the problem is positioning. Three very different briefs, distinguishable only because the citations are visible.
None of that is something AI Says reads for you automatically. The audit measures the properties that make a page worth citing — retrievability, specificity, answer-first structure, structured data, trust signals — and scores them as AI readiness. Reading the actual citation lists for your category is work a specialist does during a consultation, because it means asking the platform and looking at what came back.
Step 2 — talk to an expert
See which sources Perplexity actually cites
In a consultation, a specialist reads the real answers to your customers’ questions and their citation lists, then researches which competitors and directories are being drawn on in your place.
Being AI-ready doesn’t automatically make you AI-visible — but you can’t become visible without it. AI Says helps you build the foundation. Our experts help you understand how you compare, where your competitors are gaining ground, and what to do next.
Book a Call With an ExpertThree separate things
Being mentioned, being cited and being recommended are separate outcomes. They move for different reasons and they are fixed by different work, so a specialist reports them separately rather than as one figure. Accuracy — whether what was said is true — is a fourth.
Diagnosis
What each citation pattern tells you
Four patterns, four different problems. The citation list is what lets you tell them apart.
01Your domain is cited and you are recommended
The mechanism is working end to end. Your page was retrieved, judged the best available source, and the business behind it was put forward. The work here is breadth — which other questions produce this result, and which do not.
02Your domain is cited but a competitor is recommended
You are a credible source about the category and a weaker candidate within it. This is almost always a positioning and proof problem: the page explains the subject well but says little about why this business in particular should be chosen.
03A directory or listicle is cited, and you appear inside it
You are visible only at second hand. The aggregator page answered the question in a more comparable form than your own site did. Your page needs the same compactness — category, location, services and differentiators stated plainly and early.
04Neither you nor anything mentioning you is cited
A retrieval failure rather than a selection failure. Check crawl access, indexability, whether a page for this specific question exists at all, and whether your entity is resolvable enough to be matched to the query in the first place.
A specialist reads these patterns across a spread of your customers’ questions rather than one answer at a time, which is what turns an anecdote into a brief. What the consultation covers.
What to change
What makes a page citable
Citability is a property of a page, not of a brand. These are the properties that distinguish a page worth citing from a page that merely exists.
It answers one question, not eight
A citation points at a page as evidence for a claim. A page about one thing is evidence for one thing; a page about everything is evidence for nothing in particular.
The answer is in the first two sentences
Extraction does not read to the bottom. State the answer, then qualify it — the inverse of how most marketing copy is written.
Facts are stated, not implied
Prices in ranges, coverage as named regions, timeframes as numbers, credentials as names. Implication survives a human reader and does not survive extraction.
The page is stable and canonical
A citable URL needs to keep existing at the same address. Pages that move, get rebuilt or live behind parameters accumulate no standing as a source.
Structured data agrees with the prose
Schema that contradicts the visible text lowers confidence rather than raising it. The markup should restate what the page says, not a tidier version of it.
Something about it is verifiably current
A visible date, a changelog, a recent addition. Recency gives a system a reason to prefer your page over an older third-party summary of you.
Next
Read this alongside
Citation behaviour varies enormously between platforms, which is why a single platform is never the whole assessment.
ChatGPT visibility
Often answers from internal representation rather than retrieval, which makes absence harder to diagnose and accuracy harder to correct.
Read the pageGemini visibility
Rewards entity hygiene, and sits alongside AI Overviews — a separate surface entirely.
Read the pageGEO, described honestly
What can and cannot be claimed about influencing retrieval and citation in generative systems.
Read the page
Questions
Questions about Perplexity visibility
Perplexity shows its working: it attaches citations to its claims, so you can see exactly which pages an answer drew on. That turns an otherwise invisible process into evidence — whether your pages were used, and which competitor or directory was used instead. On platforms that cite sparingly, the same information has to be inferred.
It means the directory page was judged a better source for that question than anything on your domain — usually because it states the answer more compactly. A directory lists name, category, location, services and contact details in one comparable block, while many business sites spread the same facts across several sections of marketing copy. That is a retrievability and answerability issue, and it is very fixable.
Being cited and being recommended are separate outcomes, and it pays to track them separately. Your site can be cited as evidence about your category while a competitor is the business actually put forward. Citation rewards clear, self-contained information; recommendation also needs proof of why you in particular should be chosen — differentiators, credentials, reviews and corroboration.
Publish pages that answer one question clearly, lead with the answer and carry matching structured data — those are the pages citing engines pick up. Citations favour sources that are retrievable, specific and self-contained, so a focused page beats a broad services page that mentions a dozen offerings. It is one of the most concrete, testable improvements in AI search.
The audit tells you whether your pages are citable. It checks that they are retrievable and indexable, specific and answer-first, backed by structured data that agrees with the prose, and supported by trust signals a system can verify — on your website and, for comparison, on your competitors’ websites. Those are the properties a citing answer engine looks for.
Book a consultation and a specialist will put your customers’ questions to Perplexity with you, read the citation lists, and show which of your pages, which directories and which competitors are being drawn on. You leave knowing which pages to strengthen and which sources to earn a place in. Booking is free.
AI Says is fully independent. AI Says is not affiliated with or endorsed by OpenAI, Google, Anthropic, Perplexity or other AI/search providers. Platform names are used descriptively to identify the services being assessed.
See how ready your business is for AI search
Enter your website and get your free AI Readiness Report. No credit card required.