Most UK small business owners know who their competitors are. Fewer know what those competitors charge this month, how they describe themselves, what their customers complain about, or why they turn up above you on Google. Claude can pull that picture together in an afternoon, provided you set it up properly and check what it hands back.
This guide covers the practical side of Claude AI competitor analysis: which plan you need, how to write the prompt, what to verify by hand, and where the output tends to go wrong.
Why use Claude for competitor analysis at all?
The honest reason most small firms skip competitor research is time. Checking five rivals properly means reading their service pages, noting prices, scanning reviews, looking at their Google Business Profile and trying to spot a pattern. That is a morning gone.
AI tools are now common enough in UK business that this is no longer an early-adopter move. The Office for National Statistics reported in July 2026 that self-reported AI use among UK businesses with 10 or more employees rose from around 12% to around 35% since late 2023. The same ONS analysis found adoption has been shallow, with the average adopting business using only around 1.6 AI technologies, up from 1.4. Plenty of firms have a chatbot subscription. Far fewer use it for structured work like competitor research.
Which Claude plan do you need for competitor research?
Claude's pricing page lists web search on every plan, including Free. That lets you ask things like "what does this plumber in Leeds charge for a boiler service according to their website" and get a sourced answer.
Research is the feature that matters for proper competitor analysis. Anthropic's help centre describes it as Claude running multiple searches that build on each other and returning answers with citations, and confirms it is available on Pro, Max, Team and Enterprise. You switch it on with the "+" button at the bottom left of the chat, then "Research".
The pricing page lists Pro at $20 a month, or $17 a month when you pay $200 upfront for the year. Prices are shown in dollars, so check the sterling total and VAT at checkout. If you only research competitors once a quarter, paying monthly for the months you use it is cheaper than an annual plan. For a wider view of what AI tools cost a small firm, see this breakdown of AI costs for UK small businesses in 2026.
What should you ask Claude to find out?
Vague prompts get vague reports. "Tell me about my competitors" produces a pleasant summary you cannot act on. Decide what you want to compare before you start. A workable list for most service businesses:
- Services offered, and which ones they lead with on their homepage.
- Published prices or price ranges, with the page each price came from.
- Service area, meaning which towns or postcodes they claim to cover.
- Positioning, in their own words. Cheapest, fastest, most qualified, local family firm.
- Review themes from public reviews: what customers praise and what they complain about.
- Trust signals such as trade body membership, guarantees, Checkatrade or Which? Trusted Trader badges.
- Company basics from Companies House, such as incorporation date and whether accounts are filed on time.
The review themes are usually the most useful part. A rival with strong reviews that repeatedly mention slow replies to quotes is telling you exactly where you can win.
How do you write a prompt that gets usable results?
A prompt that works well in Research mode looks like this:
I run a domestic cleaning company in Bristol covering BS1 to BS9. Research these five competitors: [name, website] x5. For each, find: services, published prices with the URL for each price, areas covered, how they describe themselves, three most common praises and three most common complaints in public reviews, and any trade memberships. Cite a source for every price and figure. If you cannot find something, write "not found". Do not estimate prices. Finish with a table comparing all five, then list three gaps none of them fill well.
Three details make the difference. Naming competitors with their URLs stops Claude confusing them with similarly named firms elsewhere in the UK. Asking for "not found" instead of estimates cuts invented figures. The closing request for gaps turns a list of facts into something you can act on.
If you do not know who your competitors are, run a first pass asking Claude who ranks and advertises for your main service in your town, then confirm the list yourself before the full run.
What should you check by hand before acting on it?
Anthropic describes Research citations as easy to check, and that is the point of them. Use them. Open the source for anything that would change a decision.
Three other checks are worth the ten minutes. Confirm the company in the report matches the one you meant, since there are a lot of "Premier Cleaning" firms in England. Check the review platform yourself, because counts and ratings move weekly. And read two or three full reviews behind each theme Claude identified, to make sure the summary reflects what customers wrote.
How do you turn the findings into decisions?
The research tends to point at three kinds of decision.
Pricing. If every rival publishes prices and you do not, you are likely losing enquiries from people who want a ballpark before they call. If you are the most expensive, the report shows whether your reviews and credentials justify it on the page.
Messaging. When four competitors all claim to be "friendly and reliable", that phrase is doing nothing for any of them. Ask Claude to draft three homepage headlines that use the gap it found instead.
Service gaps. Repeated complaints across rivals, such as no weekend slots or slow quote replies, are an opening. Fixing that in your own business and saying so plainly is often worth more than any price change.
Can Claude show you how competitors appear in search and AI answers?
Ask Claude a question the way a customer would, such as "who is the best-rated emergency electrician in Nottingham", and note which firms it names and which sources it pulls from. Run the same question in other AI assistants and on Google. If one competitor turns up everywhere, look at what their site does differently: clear service pages, answered questions, strong reviews.
Treat this as directional. It shows who is visible, not how many visitors they get. The difference between ranking in Google and being cited by AI assistants is covered in this guide to AEO, SEO, GEO and LLMO for UK small businesses.
What are the limits and risks?
Anthropic's help centre notes that Research sessions can use up your limits faster than normal chats, because Claude retrieves many sources. Run one well-planned report instead of ten loose ones.
Public information is also only half the picture. Claude cannot see a rival's conversion rate, margins, repeat custom or how fast they answer the phone. A mystery-shop call still tells you things no AI report will.
Finally, be careful what you paste in. If you add your own customer list or sales figures to give Claude context, that is your business data leaving your systems. Check your settings and your obligations first, using this AI data protection checklist for UK businesses.
How do you make competitor analysis a repeatable habit?
A Project keeps your business description, competitor list and previous reports in one place, so each quarter you paste the same prompt and add "compare with the previous report and list what changed". Over a year that gives you a record of how rivals moved on price, what services they added, and whether their review complaints got fixed.
Put a recurring reminder in your calendar for the first week of each quarter and budget an hour: thirty minutes for Claude to run and for you to read, thirty minutes to check sources and pick one action. For more on setting Claude up for this kind of recurring work, the Claude hub collects guides on plans, Projects and workflows for UK businesses.
Claude AI Competitor Analysis for UK Small Businesses — FAQ
Can Claude do competitor analysis on the free plan?
Partly. Claude's pricing page lists web search on the Free plan, so you can ask it to look up a rival's website, services and public reviews and summarise what it finds. The Research feature is different. It runs many searches in a row, builds on each one and returns a cited report. Anthropic's help centre says Research is only on paid plans (Pro, Max, Team and Enterprise). For a quick check on one or two local rivals, the free plan with web search is usually enough. For a structured comparison of five or more competitors across pricing, positioning and reviews, Research saves real time, and it is worth paying for Pro for a month to run it.
How much does Claude Pro cost for a UK business?
At the time of writing, Claude's pricing page lists Pro at $20 a month, or $17 a month if you pay $200 upfront for a year. The page quotes these prices in US dollars, so what you pay in pounds depends on the exchange rate and on how VAT is applied at checkout. Check the final figure on the checkout screen before you commit. Team standard seats are listed at $25 per seat a month on monthly billing, which only makes sense once several people need shared projects. For most owner-run businesses doing competitor research a few times a year, one Pro seat for one month is the cheapest sensible option.
Is it legal to use Claude to research my competitors?
Researching public information about other businesses is normal commercial practice in the UK. Reading their website, their published prices, their Google reviews and their filed accounts at Companies House is all fair game. The lines to stay behind are simple. Do not log in to accounts you are not entitled to use, do not pose as a customer to extract confidential quotes under false pretences, and do not paste a rival's copyrighted content into your own marketing. Be careful with personal data too. If your research pulls in names of individual staff or reviewers, you have UK GDPR duties over what you store, so keep notes at business level.
How accurate is Claude's competitor research?
Accurate enough to shortlist and structure, not accurate enough to act on unchecked. Research mode returns citations, which Anthropic describes as easy to check, so you can open each source and confirm it. The common errors are stale prices from an old cached page, a sole trader confused with a similarly named firm in another town, and review counts that have moved since the page was indexed. Treat every price, date and figure in the output as a claim to verify. Spend ten minutes clicking through the citations for anything that would change a decision, such as a rival's headline price or their service area.
How often should a small business rerun competitor analysis?
Quarterly works for most UK small businesses. Local markets do not shift weekly, but prices, offers and review profiles change enough over three months to matter. Keep the same prompt and the same list of competitors in a Claude Project so each run is comparable with the last one, then ask Claude to highlight what changed since the previous report. Run it off-cycle if something prompts it: a new rival opens nearby, your enquiries drop without an obvious reason, or a competitor starts outranking you on Google for your main service.
