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How Nurseries Appear (or Disappear) in AI Search, and What to Do About It

Writer: David Birch
David Birch
Sep 9
5 min read

A growing share of the parents researching your nursery are no longer typing a search term into Google and scrolling a list of blue links. They are asking a question to an AI system, ChatGPT, Google's AI Overviews, Gemini, Microsoft Copilot, or Perplexity, and reading a single generated answer that names two or three nurseries and moves on. If your nursery isn't one of the names in that answer, you are not ranking lower. You are simply not in the conversation at all.


How AI search actually works


Traditional SEO ranks a page as high as possible in a list of links. AI search produces a short written answer with a small number of citations instead, and it works differently underneath. Google's AI Overviews are generated by Google's Gemini model, drawing on multiple web sources and presenting a synthesised answer with numbered citation links, and industry analysis of the system finds that a page-one ranking does not guarantee inclusion in an AI Overview, and vice versa; they are related systems that reward different things (Koading, How Google AI Overviews Impact Local Businesses).


ChatGPT works differently again. When it performs a local search, it runs a Bing search behind the scenes, pulls in a batch of top results, then applies its own logic to decide what to mention and in what order (Search Engine Land, How does ChatGPT conduct local searches?). Analysis of what ChatGPT actually cites when recommending local businesses found that a business's own website and independent directory or review platforms sit at the centre of its answers: in a large US home-services study, a business's own site accounted for 48.8% of ChatGPT's citations (Cheers, What Sources Does ChatGPT Use to Give Recommendations?). That study is US and home-services specific rather than UK childcare data, but it is the clearest available evidence of the pattern, and it lines up with how ChatGPT is known to build its answers more broadly. Citation patterns also vary by platform: over half of Gemini's citations came from a brand's own website, while ChatGPT leaned more on third-party review and directory sites (Cheers, How Consumers Use AI to Find Local Businesses in 2026). The takeaway: no platform works the same way, so being visible across several source types matters more than optimising for any one of them.


Microsoft Copilot is a fourth system worth planning for, and it works on a different backbone again. Copilot's local business answers are grounded in Bing Places for Business listings, supplemented by Bing's crawl of a nursery's own website and review data it aggregates from third-party platforms; a missing or inaccurate Bing Places listing is a direct route to being misdescribed or left out of a Copilot answer entirely (Flento, Bing AI and Microsoft Copilot for Local Search). Copilot is not a niche player either: Similarweb's global AI-chat assistant traffic data for January 2026 put ChatGPT at roughly 60.7% of AI-chat traffic, Gemini at roughly 15%, and Copilot at roughly 13.2%, ahead of Perplexity at around 3% (Presenc AI, AI Search Engine Market Share 2026). Because Copilot is built into Windows 11, Microsoft Edge and Microsoft 365, a parent can end up asking it about local nurseries without deliberately choosing an "AI search tool" at all, which makes a well-maintained Bing Places listing as important as the Google Business Profile most settings already treat as standard.


How many parents are actually doing this?


Several agencies selling AI search optimisation services quote a precise figure, a claimed 67% of UK parents using AI tools to research nurseries, that traces back to a source we could not independently verify, so we have left it out. What we can say with confidence, from an independently run survey, is that AI use for local recommendations generally has grown sharply: BrightLocal's Local Consumer Review Survey 2026 found 45% of consumers had asked a generative AI tool for a local business recommendation in the past year, up from just 6% the year before, with adoption highest among the 30 to 44 age bracket, the range most nursery parents fall into (BrightLocal Local Consumer Review Survey 2026, via Cheers). Not childcare-specific, but real and sourced, and the trend line alone says this is not a niche behaviour to wait out.


What this means for being found, seen and heard


Being found depends on whether AI systems can retrieve clear, consistent, verifiable facts about your nursery from multiple places at once, not just your own website. Being seen depends on whether what they find is complete enough to use: your Ofsted rating and inspection date, EYFS registration, opening hours, specialisms and address, stated the same way everywhere. Being heard depends on whether parents, directories and review platforms are saying consistent, specific things an AI system can cite with confidence.


In practice, that means:


  • Keep core facts identical everywhere. Name, address, phone number, Ofsted rating and EYFS registration should read the same on your website, Google Business Profile, and any directory or council listing. Inconsistencies are a common reason AI systems omit or misdescribe a business.

  • Make regulatory credentials impossible to miss. AI systems reference Ofsted ratings directly, so your current rating and inspection date should sit in plain, crawlable text, not a scanned PDF.

  • Write specific, educational content, not generic claims. "Quality care" and "experienced staff" give an AI system nothing to distinguish you from a competitor. Explaining your actual approach, whether that's outdoor learning, your settling-in process, or staff-to-child ratios, gives it something concrete to draw from.

  • Build a presence beyond your own website. Because platforms pull from different source mixes, a nursery that only exists on its own site is only visible to some systems, some of the time. An actively managed Google Business Profile, a presence on relevant directories, and genuine parent reviews give independent corroboration.

  • Test what AI is already saying about you. Ask ChatGPT, Copilot, Perplexity and Google directly what they say about nurseries in your area. It costs nothing and tells you immediately whether you're part of the conversation or missing from it.


Why this matters now


The businesses that show up in an AI-generated answer are, in practical terms, the only ones a parent sees at that moment. That is a real shift from traditional search, where a business further down the results could still be found by a determined searcher scrolling on. In a short answer naming two or three providers, there is no scrolling on. For a sector this trust-dependent, where a parent's first real interaction with your nursery may increasingly be a sentence generated by an AI system rather than your own homepage, getting the underlying facts right, consistent and verifiable is no longer a technical nice-to-have. It is becoming the front door.


This is genuinely new territory for most nurseries, and for most marketing agencies too. Betula Marketing Hub is already tracking how nurseries and childcare providers appear across ChatGPT, Google's AI Overviews, Microsoft Copilot and Perplexity, auditing where facts are inconsistent, credentials are missing, or competitors are being cited instead. If you want to know what AI is currently saying about your nursery, and what it would take to change that, this is worth doing before your competitors do it first.


Want to know what ChatGPT, Google's AI Overviews, Microsoft Copilot, and Perplexity are currently saying about your nursery, and your competitors? Get in touch with Betula Marketing Hub for an AI visibility audit and a plan to close the gaps.



 
 
 

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