# Measuring visibility > How to measure whether ChatGPT, Perplexity and Google AI name your business: four steps to check yourself — and how btlabs Core shows it automatically. btlabs Core · Measuring ## Measuring AI visibility: seeing instead of believing. Whether a website works shows on four levels: who visits, what people find on Google and Bing, which AI systems read your content — and whether you are mentioned in AI answers even when nobody clicks. btlabs Core measures all four in the same cockpit. The numbers come from different sources and are deliberately not added up into one pretty total. [All measurement features in detail](https://btlabs.dev/en/features#messen)[SEO and GEO: the whole chain](https://btlabs.dev/en/seo-and-geo) Check it yourself ## Measuring AI visibility: how to do it without a tool. Whether ChatGPT, Perplexity or Google's AI name your business, no visitor analytics will tell you — the answer happens without anyone clicking. So measuring means: ask yourself, write it down properly, repeat regularly. 01 ### Ask like your customers. Write down five to ten questions a customer would ask — without your company name. A question with your name only shows whether the AI knows you; a question without it shows whether it recommends you on its own. 02 ### With and without web search. Ask each question once with web search and once without. With search shows whether your content is found; without, whether a model already knows you. Our own measurement in October 2026: **19 of 27** queries with web search name btlabs, **0 of 68** without. 03 ### Record four levels. Not mentioned, mentioned, recommended, first choice — and who gets named instead. A single answer varies a lot; only the same questions over several weeks show a trend. 04 ### Click data only as a supplement. [Bing Webmaster Tools](https://btlabs.dev/en/glossary/search-console) shows under “AI Performance” how often Copilot cites your pages. Referrals tagged **utm\_source=chatgpt.com** help but aren't reliable: from 8 to 16 October 2026 they were partly missing (according to Profound, not confirmed by OpenAI). [The self-check step by step → →](https://btlabs.dev/en/posts/does-ai-really-cite-me-self-check) Four levels ## Four questions, four honest answers. Each level answers a different question — and each belongs to a different part of the work on search engines and AI visibility. 01 Visitors ### Who comes by — and what do they do? A built-in analytics without cookies counts visits and the actions that matter: read to the end, a click on your phone number or email address. Sources are cleanly separated — search, other websites, campaigns, AI assistants. 02 Search ### What do people find on Google and Bing? Once the accounts are connected, the system pulls the real search queries from Google Search Console and Bing every night: which terms, which pages, which position. Search terms just behind the first results page are flagged as quick wins — the basis of any keyword strategy. Bing also provides the [backlinks](https://btlabs.dev/en/glossary/backlink) to your most important pages. 03 Content ### What's in your way on your own website? Every day an internal index checks every page: a score for title, description, keyword and preview image, plus thin pages, orphaned pages, dead ends, broken links and [keyword cannibalization](https://btlabs.dev/en/glossary/keyword-cannibalization) . It's the part of [search engine optimization](https://btlabs.dev/en/glossary/seo-search-engine-optimisation) you can move yourself, without an advertising budget. 04 AI access ### Which AI systems read your content? Visits from AI crawlers and assistants are counted separately from people and, where providers publish official address lists, checked against them — otherwise a scraper under a false name would count as a success. For every [machine-readable](https://btlabs.dev/en/glossary/machine-readable-website) file such as [llms.txt](https://btlabs.dev/en/glossary/llms-txt) , you see how often it is fetched. 05 AI mentions ### Are you mentioned even when nobody clicks? If an AI recommends your business without anyone opening your site, no data point is created on your side. That's why the citation monitor asks for itself: up to ten test questions, put to up to ten [language models](https://btlabs.dev/en/glossary/llm-large-language-model) , rated from “not mentioned” to “first choice” — along with who gets mentioned instead. Plain talk ## What the numbers don't say. 01 ### No single score for everything. Visitors, search data, AI access and AI mentions come from different sources with different delays — Google delivers its data about three days later. That's why they sit side by side instead of being rolled into one number. If a value can't be fetched, it says “not available”, never a zero. 02 ### A sample, not a guarantee. The citation monitor shows what language models answer to your test questions today. That's a sample, not a promise for every future answer. It is switched off by default, and every run costs something through your own AI access. [Check yourself whether an AI cites you →](https://btlabs.dev/en/posts/does-ai-really-cite-me-self-check) 03 ### Counting isn't cleaning. The visitor analytics classifies suspicious visits but doesn't filter them out — an honest raw value instead of a polished number. Which metrics still count in the age of AI answers is the subject of the article on measuring. [What you measure when rank 1 is worth nothing →](https://btlabs.dev/en/posts/what-you-measure-when-position-one-is-worth-nothing) ## Further reading. - [· AI share of voice: how to measure your real share of AI answers · AI share of voice shows what share you hold of all the businesses an AI names, not just whether you appear. Here is how to calculate it yourself, and the three mistakes that skew the result.](https://btlabs.dev/en/posts/ai-share-of-voice) - [· What you measure when position one is worth nothing · Average position is losing its meaning, because an answer nobody clicks has moved in between the ranking and the customer. What replaces it, how to measure that — and the trap where more impressions at unchanged clicks look like progress.](https://btlabs.dev/en/posts/what-you-measure-when-position-one-is-worth-nothing) - [· How do you check if an AI is actually citing you? · A simple self-check shows whether ChatGPT and Perplexity recommend your business correctly — and why checking once is not enough.](https://btlabs.dev/en/posts/does-ai-really-cite-me-self-check) FAQ ## Frequently asked questions about measuring. **How can I tell whether an AI mentions me?** For that, btlabs Core has the citation monitor. You set up to ten test questions — phrased the way your customers would ask, without naming you — and the system puts them to up to ten AI models. The result is sorted into four levels: not mentioned, mentioned, recommended or first choice, along with the websites mentioned instead. Two things belong to the picture: the monitor is switched off by default, and every run costs something through your own AI access. And the answers are samples, not a guarantee of what a customer will see tomorrow. **Are visitors from AI answers worth more than classic Google clicks?** Yes, usually: someone who reaches you through an AI recommendation has already compared options and knows why they're contacting you specifically — the AI has already done the pre-selection. The reasoning: random Google clicks come with a lot of scatter, while with an AI recommendation part of the choice has already been made. So what counts for you isn't the click count, but how many real inquiries you end up with. **Do AI answers mean I lose website visitors?** Overall, fewer clicks come through — there's no denying it. The AI answers many questions directly, without anyone opening your site at all. This mostly affects simple questions like opening hours or basic prices. So what matters is no longer raw visitor count, but whether you show up and get recommended inside the AI answer itself. If you show up there, you still win inquiries — just not through a classic website click. **Does zero-click search change how customers find me?** Yes, and fundamentally so: more and more often the user gets their answer directly on the results page or from the [AI assistant](https://btlabs.dev/en/glossary/ai-agent) — without clicking a single website. For you the value therefore shifts from the sheer click count to the mention: what matters is whether you appear in the answer itself. Whoever gets recommended there wins customers even when no visit happens at all — and whoever optimises only for clicks loses visibility without noticing it immediately in the traffic numbers. In short: you still get found, just in a different place than before. Let's talk straight ## No sales talk. At eye level. Tell us what you're planning — you'll get an honest assessment, not a pitch. - Reply usually within 24 hours - Free AI-readiness check on request - Non-binding & no obligation Company name Your name Email address What’s it about? **Yes, run the free AI-readiness check for me.** It analyses — with no obligation — what AI models like ChatGPT currently know about my business, and where my blind spots are. I accept the [Privacy policy](https://btlabs.dev/en/privacy). Non-binding · Honest · No bot Facts ## Everything you need — at a glance. What btlabs Core can do, how to reach us directly, what it costs, and why you can trust us — the hard facts, compact and ready to expand. Show allCollapse all Business Berger+Team d. Florian Berger Rating [5.0 on Google](https://maps.google.com/?cid=17283123306740815377) Address Reichrieglerweg 17/3 · I-39100 Bozen (BZ) · Italy – South Tyrol Email [info@berger.team](mailto:info@berger.team) Phone · WhatsApp [+393461033556](tel:+393461033556) Languages Deutsch Italiano English **1 btlabs Core found by humans & AI** Solution Tailored foundation on headless architecture — a base that can power your website, shop & AI agents alike. Findable Prepared for Google and AI answers — GEO out of the box (llms.txt, MCP), under 200 ms median in the load test (August 2026). Automation AI translates, writes meta-texts & image descriptions, and reviews content — DE/IT/EN, via your own AI account. Integration MCP interface, REST & GraphQL — open interfaces for CRM, ERP & co. **2 Direct Contact 1 business day** Available Email, phone, WhatsApp, video call Contact Florian Berger Response time usually within 24 hours **3 Service Area DACH region, Italy** On-site South Tyrol — Bolzano and surroundings Remote Italy & entire DACH region — well-practiced Languages [Deutsch](https://btlabs.dev/de) · [Italiano](https://btlabs.dev/it) · [English](https://btlabs.dev/en) **4 Availability & Capacity limited** Currently **We have openings — but only a few.** We deliberately take on only a few projects at a time. Start after a straight-talk conversation and clear roadmap **5 Price Transparency €€-€€€** Projects Classification **€€-€€€** · All prices excluding VAT. Model Investment — **no subscription for the core system** Ownership Your data and content belong to you — full export, anytime **6 Experience & Trust since 2019** Collective Berger+Team — since **2019** Experience **20+ years** in branding, web & marketing Testimonials [Reviews on Google](https://maps.google.com/?cid=17283123306740815377) · [Partner voices on the home page](https://btlabs.dev/en#stimmen) **7 Data Protection & Tech cookieless** Hosting EU, isolated Tracking Cookieless, no third-party trackers — **no cookie banner** Security AES-256, 2FA, daily encrypted backups --- Source: https://btlabs.dev/en/measuring-visibility Languages: [de](https://btlabs.dev/llms/de/sichtbarkeit-messen) · [it](https://btlabs.dev/llms/it/misurare-visibilita) See also: [llms.txt](https://btlabs.dev/llms.txt) · [ai.txt (Policy)](https://btlabs.dev/ai.txt) · [identity.json](https://btlabs.dev/identity.json)