As of 13 August 2026, AI can only partly research the UK market for your small business.

What to actually do

1. Use a tool built for this

   The route this page recommends

2. Do it yourself

   Second choice

   A chat interface, chat-fluent skill, and roughly 1 hour until you can act on the result.

   How to actually do it

   1. Open a document or spreadsheet and record your offer, service area, intended customers, current or planned price, capacity and business stage.
   2. Gather your existing evidence, including sales, enquiries, customer messages, website analytics, previous research and any reasons people did not buy.
   3. Paste the business details and evidence into a chatbot with the prompt above, asking it to research current UK sources and link each important claim.
   4. Open the linked sources, remove claims that are outdated, irrelevant to your area or based only on an inference, and copy the usable evidence into your document.
   5. Check every competitor name, price, customer description and market claim against the competitor's own website or an authoritative UK source.
   6. Ask the chatbot to revise the report using only the surviving evidence, with unsupported claims moved into the unknowns section.
   7. Run one low-cost demand test from the report, such as a targeted landing page, customer interviews or a paid test, and compare the response with the report's recommendation before committing money.

   Prompt

   Research the UK market for this small business as of 2026-08-13.
   
   Business:
   - Offer: [describe the product or service]
   - Location and area served: [UK location or nationwide]
   - Intended customers: [describe them]
   - Current price or planned price: [insert price or say undecided]
   - Business stage: [idea, preparing to launch, or trading]
   - Relevant constraints: [budget, capacity, regulations, geography or other limits]
   
   Produce a decision-ready report with these sections:
   1. Market definition and the assumptions you are making.
   2. Evidence of demand in the UK, separating direct evidence from inference.
   3. Customer segments, their likely needs, buying triggers and objections.
   4. Competitor comparison using current UK businesses, with source links and no invented facts.
   5. Relevant UK pricing evidence, clearly separating published prices from estimates.
   6. Market gaps or underserved needs, with the evidence for each claim.
   7. Risks, unknowns and information that cannot be established from public sources.
   8. Three practical ways to test demand before committing significant money.
   9. A short recommendation on the most promising segment and next action.
   
   Use recent, primary or authoritative UK sources where available. Give the source and publication or access date for every important factual claim. Do not present an inference as a fact, do not invent market size, customer numbers or competitor details, and say when evidence is unavailable. Keep the recommendation separate from the evidence. Finish with a table containing claim, source, confidence, how I can check it, and the business decision it affects.

   Open it prefilled in ChatGPT or Claude, or copy it into Gemini, which takes no prefill link.

3. Hand it to a person

   The distant third

   A person who owns the outcome does this end to end, worth it when the failure is dear.