When was the last time you typed a question into Google instead of ChatGPT? If you're under 40, probably less often than you used to.

This is the quiet shift reshaping how UK businesses get found online in 2026. People are increasingly asking AI tools — ChatGPT, Claude, Perplexity, Google's AI Overviews — for recommendations. "Best web design agency near Derby." "Reliable accountants in Nottingham." "Where can I get a custom Shopify store built in the East Midlands."

The businesses that get mentioned in those AI answers win the lead. The ones that don't are invisible — even if they rank #1 on Google.

This is called Generative Engine Optimisation (GEO) — sometimes also called Answer Engine Optimisation (AEO) — and almost no UK SME is doing it properly yet. Which means there's a small window right now to get ahead of competitors before everyone catches on.

Here's what we've learned about getting cited by AI search tools, written for UK small businesses without an in-house SEO team.

What's actually happening in AI search

When someone types "best web designer in Derby" into Google in 2026, they often see this sequence:

1. AI Overview at the top — Google's AI summarises the answer in 3-4 sentences, citing 2-4 specific businesses
2. People Also Ask boxes
3. Map pack (3 local businesses with reviews)
4. Then traditional organic results

For about 25-40% of queries, users get their answer from the AI Overview and never click through to any website. This is "zero-click search" and it's growing fast.

The same shift is happening on ChatGPT, Claude, Perplexity and Bing Copilot. People are asking AI for business recommendations directly, conversationally, and the AI picks 2-3 to mention by name.

The question for your business: when someone asks AI "who should I use for X in Derby", does it mention you?

How AI tools choose which businesses to cite

This is where it gets interesting. AI tools don't have access to a special database of "approved" businesses. They pull from:

1. Public web content — your website, blog posts, press mentions
2. Reviews and ratings — Google Business Profile, Trustpilot, third-party review sites
3. Citations across the web — directories, social profiles, mentions in articles
4. Structured data — schema markup that tells AI what your business does
5. Wikipedia and authoritative sources — for established brands
6. Real-time search results — many AI tools also live-search Google when answering questions

The AI then synthesises these signals to decide which businesses to recommend. It's looking for businesses with strong, consistent presence across multiple of these signals.

Why UK SMEs have a first-mover advantage

Most UK small businesses are still optimising only for traditional Google rankings. They're missing AI search entirely.

This is your window. If you start now, you have 12-18 months before this becomes table stakes. Businesses that invest in GEO in 2026 will be the ones AI tools recommend in 2027.

For context, our own analysis found that fewer than 25% of UK SMEs have any kind of GEO strategy at the start of 2026. The bar is genuinely low.

The 7 things that actually move the needle

Here's what works, in order of impact:

1. Comprehensive content that directly answers questions

AI tools cite content that comprehensively answers a specific question. Thin content that touches on a topic doesn't get cited — depth does.

For each main service you offer, write one comprehensive guide of 2,000+ words. Use a clear structure with headings that match how people ask questions ("How much does X cost?" rather than "Pricing").

This is exactly why our honest Derby web design pricing guide is structured the way it is — direct questions, direct answers, specific numbers. AI tools love that format.

2. Specific, verifiable claims

Vague statements like "we deliver excellence" are invisible to AI. Specific statements like "we delivered 100+ projects from our office at 110 Peet Street in Derby since 2020" are the kind of concrete, citable claims AI tools pick up.

Replace marketing fluff with specific numbers, dates, locations, and named clients (with their permission). Every page on your site should have at least one specific, citable claim.

3. Strong Google Business Profile

For local searches especially ("plumber in Derby", "Shopify developer near me"), AI tools heavily weight your Google Business Profile. The strongest signals:

• Complete profile (every field filled)
• 25+ Google reviews
• Recent reviews (within last 90 days)
• Owner responses to every review
• Regular Posts (at least monthly)
• Photos updated quarterly
• Q&A section answered by you

If your Google Business Profile is half-empty or hasn't been touched in months, fix that first. We covered this in detail in our local SEO guide for Derby tradesmen.

4. Schema markup that tells AI exactly who you are

Structured data (Schema.org markup) is invisible to humans but critical for AI. It explicitly tells AI tools your business name, location, services, prices, hours, reviews, and more.

At minimum, every UK small business website should have:

• LocalBusiness schema with full address, phone, hours
• AggregateRating from your Google reviews
• Service schema for each service you offer
• FAQPage schema on any page with Q&A
• BreadcrumbList on every internal page
• Organization schema with sameAs links to all your social profiles

If you don't know what these are or whether you have them, your website almost certainly doesn't. Most UK small business sites have minimal or no schema.

5. Citations across multiple authoritative sources

AI tools are more likely to mention businesses that appear consistently across multiple trusted sources. Your goal is to have your business mentioned (with consistent NAP — name, address, phone) on:

• Google Business Profile
• Bing Places
• Yell.com
• Yelp UK
• Facebook Business
• Industry-specific directories (e.g. Marketing Derby Bondholders for Derby businesses)
• Trustpilot
• LinkedIn Company page
• Local chamber of commerce listings

Inconsistencies hurt you. If your phone number is "+44 1234 567890" on Google but "(01234) 567890" on Yell, AI tools may not recognise these as the same business.

6. Reviews that mention specific outcomes

A 5-star review saying "Great service!" is almost worthless for AI. A review saying "Webgenix rebuilt our Shopify store and our conversion rate jumped from 1.2% to 2.8% in 6 weeks" is gold.

When asking clients for reviews, prompt them with specific questions:

• What problem were you solving?
• What specifically did we deliver?
• What changed for your business as a result?

These reviews give AI tools quotable, specific evidence to cite.

7. Content from a clearly named author

E-E-A-T (Experience, Expertise, Authoritativeness, Trustworthiness) is now equally important for AI as for Google. AI tools prefer content where they can identify a real expert with verifiable credentials.

Add author bios to every blog post. Link to the author's LinkedIn profile. Include their job title and years of experience. Make it crystal clear that a real, qualified human wrote this.

The technical bits that actually matter

Beyond content, three technical signals influence AI citation rates:

Page speed under 2 seconds

If your page takes more than 2 seconds to load on mobile, AI tools may skip it entirely when crawling. Run a free test at PageSpeed Insights — if your mobile score is below 80, that's your priority. Our Core Web Vitals guide for UK small businesses has a step-by-step fix list.

Clean HTML, not JavaScript-rendered content

If your site uses heavy JavaScript frameworks that render content client-side, some AI crawlers won't see your text. Server-rendered content (standard PHP, WordPress, plain HTML) is more reliably indexed.

llms.txt file

This is brand new in 2026. Some AI crawlers respect a file called llms.txt at your domain root that tells them which pages are most important. It's not yet a standard but the major AI tools are starting to honour it.

Common mistakes UK SMEs make

We see the same errors over and over:

Treating AI search as separate from SEO. It's not. Good SEO foundations (clear content, fast pages, schema, reviews) are the same foundations that get you cited by AI. Don't try to "do GEO" as a separate project — bake it into your existing SEO work.

Trying to game it with keywords. AI tools are surprisingly good at detecting keyword stuffing and shallow content. Write for humans first, AI second.

Ignoring Google Business Profile. Many businesses spend on website SEO but neglect their GBP. For local searches, GBP is often more important than your website.

No schema markup. This is the easiest win most UK SMEs are missing. Add proper schema to your site and you immediately become more legible to AI.

Inconsistent NAP across the web. A 5-minute audit of your business listings often reveals 4-5 inconsistencies. Fix these and AI tools start treating your business as a single, trustworthy entity rather than potentially multiple unrelated listings.

What about ChatGPT and Claude specifically?

Each AI tool has slightly different behaviours:

ChatGPT (with browsing enabled): live-searches the web, weights authoritative sources heavily, particularly likes Wikipedia and well-known publications.

Claude: more cautious about citing specific businesses by name, will sometimes only mention general categories. Strong content with author attribution helps.

Perplexity: most transparent about citations — actually shows the sources it used. Best for getting your URL displayed alongside the answer.

Google AI Overviews: heavily weights Google Business Profile, traditional Google ranking, and structured data.

Bing Copilot: similar to ChatGPT browsing, weights Bing's search index more.

Optimising for one generally optimises for all — they share underlying signals. The single biggest predictor of being cited across all of them is having authoritative, comprehensive, well-structured content with clear local signals.

How to test if it's working

Don't wait passively. Test directly:

Once a month, ask each AI tool questions a potential customer might ask:

• "Best web designer in Derby"
• "Shopify development agencies UK"
• "Custom website cost UK 2026"

See which businesses get mentioned. If you're not in the top 3-5, you have work to do. If you are, double down on whatever's working.

Track this monthly. AI rankings shift faster than traditional SEO rankings, but they're also more responsive to changes you make.

A realistic timeline

Don't expect overnight results. Here's what's realistic:

• Month 1-2: Foundation work — schema, GBP optimisation, NAP audit, initial content
• Month 3-4: Citations start appearing in Perplexity and Bing Copilot (faster crawl cycles)
• Month 5-6: ChatGPT and Claude start citing more reliably
• Month 7-12: Google AI Overviews catch up — slowest because Google is most cautious
• Year 2: Compound effect kicks in if you've stayed consistent

The businesses that win at AI search in 2027 are the ones doing the unglamorous foundation work in 2026.

Where to start (if you only do 3 things)

If you do nothing else from this guide, do these three:

1. Write one comprehensive 2,000-word guide on your most important service. Include specific numbers, named clients (with permission), and a clear FAQ section. We've used this approach across our entire blog — see how the website launch checklist is structured.
2. Optimise your Google Business Profile completely. Every field, recent reviews, monthly Posts, photos, Q&A. This single step has bigger impact than most paid SEO retainers.
3. Add proper schema markup to your site — at minimum LocalBusiness, FAQPage, and BreadcrumbList. If you can't do this yourself, this is exactly the kind of work we offer to clients on our SEO retainer.

These three things, done well, get most UK SMEs from invisible to consistently cited within 4-6 months.

A quick reality check

AI search isn't going to replace Google search overnight. Traditional SEO still matters and will for years. But the share of search happening through AI is growing fast, and businesses that adapt early will benefit disproportionately.

Don't panic-rebuild your entire website. Do bake AI-friendliness into everything you do from now on. Specific claims. Comprehensive content. Strong reviews. Clean schema. Consistent citations.

The good news? Almost all of this work also helps your traditional Google rankings. There's no trade-off — what makes AI tools cite you is the same thing that makes Google rank you.

Next steps

If you're a UK small business owner wondering where to start, we offer:

• Free website audits — we'll review your site for AI/SEO readiness and tell you the top 3 things to fix
• SEO retainers from £450/month — full-service GEO and SEO work for UK SMEs
• Custom websites built AI-ready from day one — schema, speed, content structure all baked in

Or read our other guides for specific topics:

• Local SEO for Derby tradesmen — practical local SEO from scratch
• Core Web Vitals UK small business guide — the technical performance side
• Website pricing in Derby — what professional web work actually costs

The shift to AI search is happening whether your business is ready or not. Better to be the business AI recommends than the one it forgets.