What AI Search Actually Cites for UK Business Queries (2026 Data)

In May 2026, we tested 45 UK business AI and automation queries through Google's AI Overviews. Of those, 36 (80%) returned an AI Overview, generating 298 citations. YouTube received 46 citations and Reddit 15. Our own site received none. These are the recorded findings from that sample, not an estimate for all UK searches or a measurement of our visibility today.

Method in brief: 45 queries across six intent groups, Google AI Overviews via the DataForSEO live SERP API (United Kingdom, desktop), May 2026. Full methodology and caveats at the end.

• 80% of the queries in this May 2026 sample triggered an AI Overview — results varied by intent (below).
• YouTube and Reddit received 61 of the 298 citations in this sample, about a fifth. Buyers may encounter sources beyond a business's own website.
• Some commercial queries also showed a local pack. The sample does not prove a universal agency-query layout.
• Independent UK agencies appeared in this sample. This establishes inclusion, not the cause of their selection or the state of today’s results.

How often AI Overviews appear — by intent

The headline 80% hides the most practical finding: the observed result differed by the kind of question asked. The small groups below are descriptive, not a reliable estimate of each category's wider behaviour.

All 11 educational and four comparison queries returned an AI Overview in this run. Some commercial queries also showed a local pack, the map and business listings. That is a reason to examine search intent carefully, not to assume an informational query always produces an AI answer.

The implication: keep clear service pages for buyers ready to enquire, with supporting explanations for buyers still deciding. The sample does not establish which format converts best; that needs enquiry and sales evidence.

Who actually gets cited

The retained records contain 298 citation occurrences from 36 AI Overviews and 186 distinct values in the export's cited_domain field after lowercasing each value and removing one leading www.. This is a recount of the May export, not a new search collection. The most frequent values were:

The CSV files below contain every recorded query and reference, including the other 179 grouped domain values. Counts are reference occurrences, not unique pages or a measure of source quality.

1. YouTube and Reddit appeared prominently in this sample. Together they account for 61 of the 298 citation records (20.5%). This does not establish their share for every business topic or show that creating a video will cause a citation.

2. Independent UK agencies appeared alongside larger organisations. The recorded set included elevateai.co.uk, insightfulai.co.uk, cadenceai.uk, ronins.co.uk, onthehillai.co.uk and downtoearthai.co.uk. The sample did not measure their budgets or isolate why Google selected them.

Our site received zero citations in this May 2026 sample. That is a candid baseline for the tested questions, not evidence that most UK businesses are invisible or that our current visibility is unchanged.

What this means for getting cited

The data points to a clear, unglamorous playbook. None of it is a trick.

1. Support the sales page with a clear explanation. Educational and comparison questions appeared in the sample, but we did not measure their competitiveness or conversion rate. Answer the reader's question directly and explain the terms they need. Our AI glossary, including AEO and citation, offers short definitions without treating a particular answer length as a ranking rule.

2. Investigate the sources buyers encounter. Video and community pages appeared in this sample. Contribute only where the topic and audience fit your expertise; this study cannot predict the citations a new contribution would earn.

3. Keep local discovery in the plan. Some agency queries in this sample showed a local pack. Maintain accurate business details and an eligible Google Business Profile where local customers matter; inspect the actual results for your service and area.

4. Check access and factual consistency. Keep important pages crawlable and the business facts clear. Use structured data where it accurately describes the page. Google says it ignores llms.txt for Search visibility and ranking; our llms.txt guide explains its separate, optional role.

5. Measure citations, not just rankings. Citations are unstable — the same query can cite different sources hour to hour. Track your citation share of voice over time as a directional signal, not a one-off screenshot.

For the fuller picture of optimising for AI answers, see our guide to generative engine optimisation and how to get cited by ChatGPT, Gemini and Perplexity.

Methodology and honest caveats

• Queries: 45 UK-business AI/automation queries drawn from Search Console demand data plus core commercial terms. The table uses six groups, including two AI-search/AEO questions. This corrects the earlier description of five groups without changing the recorded counts.
• Engine: Google AI Overviews, captured via the DataForSEO live SERP API, United Kingdom location, desktop, May 2026. A citation = a source referenced within the AI Overview.
• Single snapshot. AI Overviews are personalised and volatile; this is one point-in-time reading, not a longitudinal average. We intend to re-run it quarterly.
• Google only, this round. We did not measure ChatGPT or Perplexity citations. Treat this as a sample of Google's AI Overviews, not evidence about every AI-search platform.
• Download the records: 45 query outcomes (CSV) and all 298 citation references (CSV). The table above groups the returned cited_domain field values after lowercasing and removing one leading www.; the CSV preserves each original value. This is domain-value frequency, not a source-type or source-quality classification.
• Retained data limits. The files contain extracted references rather than full provider responses or answer text. The collector did not preserve response status codes, so the archive cannot independently audit failed upstream responses for queries recorded without an AI Overview.

We share the method so you can challenge it. That's the difference between original data and a marketing claim.

FAQ

Do AI Overviews appear for every UK business search?

No. In our May 2026 sample, 36 of 45 queries returned an AI Overview. All educational and comparison queries in the small sample did so, but that does not establish the rate across UK searches. See the method and limitations above.

What sources do Google's AI Overviews cite most for business queries?

The recorded sample included 46 YouTube and 15 Reddit citation occurrences: 61 of 298 records (20.5%). That is a count from this convenience sample, not a complete ranking of sources across UK business searches.

Can a small UK business actually get cited by AI search?

Yes. This sample included independent UK agencies as well as larger organisations. It establishes that smaller agencies appeared; it does not isolate why they were selected or prove that one tactic caused a citation.

Is SEO dead because of AI Overviews?

No. This study did not measure changes in traffic or establish which search format produces enquiries. Keep monitoring conventional results, local discovery and AI appearances where relevant.

Related reading

• Generative Engine Optimisation: A UK Guide
• How to Get Cited by ChatGPT, Gemini and Perplexity
• How to Measure AI Search Visibility
• The UK Business AI Glossary

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