AI search visibility vs SEO for fitness studios: what is different, what is the same

A question that comes up as soon as a studio has done some SEO work: does it now also need “an AI strategy”? The honest answer is that most of it is the same work. This is where the two overlap, where they part, and what that means for a pilates, yoga or CrossFit studio with one website and no marketing department. The longer explanation of the AI side is on AI search visibility for boutique fitness studios.

What SEO is, in Google’s words

Google’s starter guide defines SEO as “helping search engines understand your content, and helping users find your site”. Its advice has not changed much in years: crawlable pages, a title that is “unique to the page, clear and concise, and accurately describes the contents of the page”, descriptive alt text for images, and content written for people. Its helpful-content guidance asks whether a page shows “first-hand expertise and a depth of knowledge”.

Read that list again with an AI assistant in mind. An assistant that searches the web starts from a search. It reads the pages that come back. It quotes what they say. Everything Google asks for makes that easier.

What is the same

The crawl. If a crawler cannot fetch your page, nothing downstream works. Google says its AI features have “no additional requirements” beyond being indexed and eligible for a snippet. OpenAI and Anthropic each run a search crawler that has to be able to read you. Same door, several visitors.

Plain text beats everything else. A price inside a booking widget, a class list inside an image, an address only on a map: each of those is invisible to a search engine and to an assistant alike. Google renders JavaScript, but in a separate queue that “may stay on this queue for a few seconds, but it can take longer than that”. Assistants with search read what the search returned. The safest fact is one written as a sentence in the HTML. I wrote about the first-class price as the clearest case.

Saying who and where you are. Studio name, modality, city, on the homepage and in the title. Local SEO has asked for this for a decade. An assistant answering “which yoga studios are there in Utrecht” needs exactly the same three words.

Content that answers questions. Google wants people-first content. An assistant wants a sentence to quote. A paragraph that says whether beginners can join, what to bring and what the first class costs serves both.

What is different

The unit of measurement. SEO is measured in positions, impressions and clicks, and those numbers come from Search Console with your login. AI visibility is measured in whether you are named and whether your site is cited, and it comes from asking the assistant. The two do not translate into each other. A page can rank on Google and never be named by an assistant, or the reverse.

One paragraph, no page two. A Google result page has room for ten organic results, a map pack and ads. An assistant’s answer to “which studios are there in Rotterdam” names a handful. There is no second page to be on.

Citations, not just links. With search on, both ChatGPT and Claude attach citations to the pages they used; OpenAI’s documentation says responses “will include inline citations for URLs found in the web search results”. That means being named and being cited are separate outcomes. A directory can get you named. Only your own pages get you cited for your own price.

Variance. Google rankings move, but slowly enough to track. AI answers change between runs of the same question. A 2026 paper on measuring AI search visibility states plainly that “answers can vary across runs, prompts, and time, making one-off observations unreliable” and calls for treating visibility “as a distribution rather than a single-point outcome”. Any honest AI measurement repeats the question. Any honest report shows the spread.

Two kinds of crawler. SEO had one robots.txt question: is Googlebot allowed? AI adds a second. OpenAI’s GPTBot is for training and OAI-SearchBot is for search, and its documentation says opting out of the second means the site “will not be shown in ChatGPT search answers”. Anthropic separates ClaudeBot (training) from Claude-SearchBot (search) the same way. Many studios blocked “AI” wholesale in the last two years and, without meaning to, blocked the search side.

Maturity. SEO has tools, data and a vocabulary. AI visibility has almost none yet. Expect fewer certainties and more “check again in a month”.

What this means for a studio

You do not need two websites or two strategies. You need one website that states the facts as text, lets the search crawlers in, and says clearly what you are and where. Then you need to measure both sides, because they are measured differently: Search Console for Google, and the assistants’ own answers for AI.

The SEO & AI visibility checker does the second half. It reads your public pages, asks ChatGPT and Claude four fixed questions (the two without your studio name three times each, the two by name once), and shows the answers with their citations. It notes the Google-facing basics it can see, such as titles, canonical tags, robots.txt and PageSpeed, but it does not measure rankings or traffic, and it does not measure Google AI Overviews, Gemini or Perplexity. The method page lists the limits.

Twenty-minute action

Open your robots.txt at yourstudio.nl/robots.txt. Look for any line that names GPTBot, ClaudeBot, OAI-SearchBot, Claude-SearchBot, or a bare User-agent: * followed by Disallow: /. Decide separately about training and about search, and make the file say what you decided. Then open your homepage and check that your modality and your city appear in the title and the first paragraph. Two fixes, one afternoon, both sides covered.