What Is AI Visibility?
The short version: whether AI assistants can reach your store, whether they mention it when it matters, and whether what they say about you is true. Three separate questions — and today, only the first one has a reliable, free, instant test. Here's the honest layer-by-layer definition, not the marketed one.
AI visibility is how present and accurately represented a brand or store is inside AI assistants and AI-powered search — ChatGPT, Perplexity, Gemini, Copilot, Google's AI Overviews. It breaks into three layers: whether AI crawlers can access your content at all, whether an assistant actually cites or recommends you for a relevant question, and whether what it says about you is accurate. The first layer is checkable in ten seconds, for free, right now. The other two are real, but no tool — including this one — reliably tracks them at scale yet, and treating that as settled would be dishonest.
Three honest layers, easiest to hardest to check
Most explanations of AI visibility collapse all three of these into one vague promise. They're not the same problem, they don't have the same fix, and they don't have the same level of measurability today.
Bot access checkable now, free
Can AI crawlers — GPTBot, PerplexityBot, ClaudeBot and the others — even reach your site, or
does your robots.txt, firewall or CDN block them by accident? This is the
cheapest layer to fix and the one almost nobody checks. It's also the only layer with an
instant, free, self-serve answer: our
AI citability test reviews nine named bots
against your robots.txt in seconds. Think of it as the first, checkable layer of
AI visibility — not the whole picture, but the one you can verify today without asking anyone.
Indexation partly checkable
Bot access isn't enough if the page never gets indexed anywhere an assistant actually pulls from. This matters more than most people realize because several assistants route their live search through Bing, not Google — a page Bing hasn't indexed, ChatGPT generally can't cite, no matter how well-written it is or how open your robots.txt is. Checking Bing's index reliably from the outside isn't possible with a quick public test; the dependable way is a verified Bing Webmaster Tools account, which shows known vs. indexed URLs directly.
Citation manual only, today
Does an assistant actually mention or recommend your brand when someone asks a real buying question in your category? This is the layer people mean when they say "AI visibility," and it's the hardest to measure. Right now, checking it means asking the assistants yourself and noting what comes up — there is no reliable, public, self-serve tool that tracks citation share across assistants at scale, including on this site. Full monitoring here is still an emerging capability industry-wide, not a solved problem anyone has quietly shipped.
AI visibility measurement tooling — share-of-voice trackers across assistants — is a very young category industry-wide. Methodologies vary, sample sizes are usually small, and an assistant can answer the same question differently from one session to the next. Treat any vendor's citation-share number with healthy skepticism until you can see the methodology behind it — including future claims from this same company. Content Mood does not currently measure citation share across assistants. That's an honest gap in a fast-moving space, not a feature we're quietly hiding.
What you can check today, without any tool
None of this requires software. It requires about twenty minutes and a notepad.
Ask the assistants directly. Open ChatGPT, Perplexity and Gemini and ask five to eight real buyer questions about your category — the kind a customer would actually type. Note by hand whether your brand comes up, and who it names instead.
Run the free citability test. Paste your domain into our AI citability test and see which of the nine bots that matter are blocked. If any are, that's the first fix — nothing downstream matters until it's cleared.
Check robots.txt and llms.txt by hand. Open yourstore.com/robots.txt in an incognito window and confirm nothing blocks AI user-agents by accident. An llms.txt is optional signaling, not a substitute for this.
Confirm your key pages carry structured data. Product pages, FAQs and buying guides with proper schema markup are easier for a model to extract cleanly — that's a precondition for citation, not a guarantee of it.
Being visible doesn't matter if it doesn't route to a product
Even a favorable answer — the assistant names your brand, describes you accurately, gets the facts right — doesn't move revenue if there's nowhere for that attention to land. A brand mention with no path to a product page or category is the AI-era version of a blog post that ranks well and links to nothing: visible, and commercially inert. The layers above are about being seen and described correctly. What happens after that — whether the content an assistant might cite actually connects back to something you sell — is a separate, and arguably more important, question.
Frequently asked questions
Can I track AI visibility for free today?
You can check the first layer for free right now: whether AI bots can even access your site, with our citability test. Checking whether Bing has indexed your pages, and whether assistants actually cite you, is manual today — ask the assistants real buyer questions yourself and note what comes up. No reliable self-serve tool measures citation share publicly yet, including on this site.
Is AI visibility the same as SEO ranking?
No, though they overlap. SEO ranking measures your position in Google's classic results. AI visibility asks whether an assistant reads your content at all and mentions your brand when a buyer asks a relevant question. A page can rank well in Google and still be invisible to ChatGPT if its bot is blocked or Bing never indexed it — several assistants search through Bing, not Google.
Does ChatGPT show the same answer to everyone?
No. Answers vary by session, phrasing, model version, and whether the assistant is searching live or answering from training data. That's part of why citation is the hardest layer to measure: one check shows what happened in that conversation, not what happens across everyone who could ask that question.
What's the difference between AI visibility and GEO?
AI visibility is the outcome — are you present and accurately represented in AI assistants. GEO (Generative Engine Optimization) is the set of practices aimed at improving that outcome: bot access, extractable content structure, structured data, getting indexed where assistants search. GEO is the work; AI visibility is the scorecard, and today only part of that scorecard is checkable.
Does having llms.txt guarantee AI visibility?
No. It's a proposed file that summarizes your site for language models — signaling, not access, and not proof of citation. Worth doing because it's cheap, but it doesn't override a robots.txt that blocks bots, doesn't get you indexed on Bing, and doesn't make an assistant recommend you.
How often should I check my AI visibility?
Check bot access after any change to robots.txt, your CDN or your firewall — it's a binary that can flip without anyone noticing. Asking assistants a handful of buyer questions once a quarter is enough to catch drift.
Start with what's actually checkable
The free diagnosis looks at your blog's real state: which posts are losing traffic, which ones link to the catalog, and where the honest gaps are. The citability test is the first, checkable layer of AI visibility — run it before anything else.
no card · the diagnosis is free · we email you once