Home · Business · Product & Strategy · Business planning
As of 13 August 2026, AI can only partly choose a revenue model for your UK business.
Most people should hand this to a purpose-built tool.
Can you do it?
15 minutesto a draft.
1 hourto something you’d act on.
Cost, all in£0
Skill neededchat-fluent
Who has to check ityou
What the alternative costsA human strategy consultant is the alternative, but no price for that service is supplied in the available source data.
If this goes wrong: you build pricing, sales and delivery around a model customers will not accept, and the resulting changes cost time and money.
What to actually do
Use a tool built for this
The route this page recommends
Do it yourself
Second choiceA chat interface, chat-fluent skill, and roughly 1 hour until you can act on the result.
How to actually do it
- Open your current accounts, sales records, price list and delivery-cost records, then gather the figures that describe revenue, volume, margin and acquisition cost.
- Write down the customer groups you serve, how they currently buy, what problem they pay you to solve and any feedback about pricing or payment frequency.
- Collect evidence from completed sales, lost deals, customer interviews, surveys, pilots and relevant competitor pages, and label each item with its source and date.
- Paste the business description, figures, constraints, goals and evidence into the prompt, replacing every bracketed slot and removing anything you do not know.
- Ask the model to compare the relevant revenue models and produce the decision memo, then export the tables or calculations into a spreadsheet you can inspect.
- Compare every stated figure and derived formula against your records, and mark unsupported claims about demand, competitors or willingness to pay as unverified.
- Run the proposed customer or pricing tests with real prospects, record the results, and update the comparison before choosing a model and changing your price list or contracts.
Prompt
Help me choose a revenue model for my UK business. Do not make the decision for me and do not invent market evidence, customer demand, costs or competitor facts. Business: [describe what we sell, to whom, and how it is delivered] Current customers or users: [describe them and how they buy] Existing revenue model, if any: [describe it] Relevant figures: [paste revenue, prices, volumes, gross margin, delivery costs, acquisition costs and other figures, with periods and currencies] Constraints: [cash, capacity, regulation, contracts, sales cycle, technology and other limits] Goals: [for example predictable revenue, faster growth, high margin or low operational complexity] Evidence from customers or the market: [paste interviews, surveys, sales results, experiments or source links] Compare the most plausible models, including one-off sales, subscriptions, usage-based pricing, transaction fees, licensing, services and a free or paid tier only where relevant. For each option, explain the customer payment trigger, required capabilities, operational implications, likely risks, useful metrics and what evidence is missing. Build a transparent comparison using only the figures and evidence I provide. Show formulas and label every assumption as either provided, derived or unverified. Identify which conclusions would change if each important assumption were wrong. Recommend the next two low-cost tests that would distinguish the strongest options, but do not claim that a test proves demand before it is run. Finish with a short decision memo stating the leading option, the reasons for it, the unresolved questions and the decision I still need to make. Keep UK spelling and pounds where figures are supplied.
Open it prefilled in ChatGPT or Claude, or copy it into Gemini, which takes no prefill link.
Hand it to a person
The distant thirdA person who owns the outcome does this end to end, worth it when the failure is dear.
What it gets wrong
- AI cannot know what your customers will actually pay until you test the proposition or observe buying behaviour.
- AI cannot see informal objections, internal politics or operational friction that you have not recorded in the inputs.
- AI can compare assumptions consistently but cannot decide how much uncertainty your business can afford.
- AI does not carry the commercial loss if the chosen model damages margin, retention or cash flow.
- AI cannot replace customer tests, financial controls or legal review of contracts and regulated offerings.
What caps this at PARTLY: judgement under ambiguity, context depth and stakes of error.
How we scored this
Five axes, each scored nought to two by hand: ten means AI carries the task cleanly, and the thresholds that turn a total into YES, PARTLY or NO are published in the methodology. Each axis name links to its definition.
| Axis | Score (0–2) |
|---|---|
| Output | 2 |
| Inputs | 1 |
| Verification | 1 |
| Liability | 1 |
| Effort delta | 2 |
| Total | 7 / 10 |
The methodology and its thresholds are published in full.
FAQ
- Can ChatGPT choose the best revenue model for my business?
- It can compare plausible models, expose assumptions and suggest tests, but it cannot know which one customers will accept without evidence from your market. The final choice remains yours because you carry the commercial consequences.
- What information does AI need to recommend a revenue model?
- Give it your offer, customer groups, buying process, current prices, sales and cost figures, delivery constraints, goals and evidence from customers or experiments. Separate figures you know from assumptions so the model does not present guesses as facts.
- Can AI work out the right price for my UK business?
- It can calculate scenarios from figures you provide and compare pricing structures such as subscriptions, usage-based fees or one-off sales. It cannot establish willingness to pay, so test proposed prices with real customers before adopting them.
- Should I use a subscription or one-off pricing model?
- It depends on how often customers receive value, how predictable usage is, your delivery costs and whether customers will accept an ongoing commitment. Ask AI to compare both models, then use sales evidence and a small pricing test to make the decision.
Nearby answers
- Can AI create a cash flow forecast for my UK business?YES
- Can AI create a KPI dashboard for my UK small business?PARTLY
- Can AI create customer personas for my UK small business?YES
- Can AI identify the target customer for my UK business?PARTLY
- Can AI research the UK market for my small business?PARTLY
- Can AI write a strategic plan for my UK business?PARTLY
Assessed by gpt-5.6-luna (gpt-5.6-luna) on 2026-08-13, second-checked by an independent model. Wrong somewhere? Email [email protected] and it gets re-checked.
The newsletter
AI news, new answers and product picks, straight to your inbox.