Pricing · scope control
How to Price Your First AI Service
Price an AI service from scope, delivery effort, risk, review, support, and customer value—without making unsupported savings or earnings promises.
01 / Audience evidence
What people repeatedly get stuck on.
Pricing questions in the public discussions were often asked before scope, buyer value, delivery time, tool cost, and revision risk had been defined. The correct order is offer, boundary, evidence, then price.
How this research was created02 / Problem → solution
Fix the earliest broken step.
Start with the first point where customer evidence disappears. Later optimisations cannot repair an unclear buyer, problem, or offer.
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01
You copied a price from someone else.
Calculate your own scope, risk, delivery effort, and buyer context.
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02
The project is still vague.
Sell discovery or an audit before committing to implementation pricing.
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03
You price only the generation step.
Include research, access, correction, review, project management, revisions, support, and failures.
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04
The customer asks for a guarantee.
Guarantee only what you control: deliverables, process, response times, and agreed acceptance criteria.
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05
The retainer is undefined.
Tie recurring pricing to a cadence, volume, service level, monitoring duty, and change boundary.
03 / Decision table
Compare the evidence—not the excitement.
| Pricing model | Use when | Define before quoting |
|---|---|---|
| Paid diagnostic | The workflow, baseline, or feasibility is uncertain | Questions, access, output, recommendations, and exclusions |
| Fixed pilot | One deliverable and acceptance test are clear | Inputs, timeline, revisions, data, review, and stop condition |
| Milestone project | Implementation has several decision gates | Milestones, dependencies, acceptance, change control, and payment schedule |
| Monthly retainer | Work or operating responsibility repeats | Volume, cadence, support, monitoring, response time, and rollover |
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01
Define the deliverable
Write exactly what the buyer receives and what is excluded.
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02
Estimate the work
Include discovery, production, review, revisions, communication, and support.
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03
List direct costs
Record subscriptions, usage, contractors, storage, transaction fees, and taxes.
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04
Adjust for uncertainty and risk
Use discovery or a smaller pilot instead of hiding uncertainty inside a guess.
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05
Set acceptance criteria
Agree how quality, completion, errors, and changes will be handled.
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06
Review after delivery
Compare estimated and actual time, cost, revisions, and buyer value before changing price.
05 / Failure modes
What can invalidate the plan.
Value-based language becomes misleading when savings or revenue have not been measured with the client.
Low introductory pricing can lock in a scope that is expensive to deliver and difficult to change.
Unlimited support or revisions create uncapped cost and unclear responsibility.
Tool usage can vary with volume, retries, model choice, storage, and third-party services.
06 / Source trail
Check the underlying material.
Sources support definitions, current product facts, risk controls, and operating guidance. They do not guarantee that a business will work.
- 01 Stripe — guide to pricing strategies ↗
- 02 U.S. Small Business Administration — calculate startup costs ↗
- 03 Federal Trade Commission — advertising and marketing guidance ↗
Reviewed . Current prices, terms, tools, and policies can change.
07 / Questions
Before you act.
Should I charge hourly or fixed?
Use fixed pricing for a clearly bounded deliverable and hourly or diagnostic pricing when the scope is still being discovered.
Can I charge based on savings?
Only when the baseline, measurement method, attribution, risks, and payment terms are agreed. Do not invent savings to justify a price.
Should the first project be discounted?
Reduce scope before reducing standards. A smaller paid pilot gives both sides useful evidence without anchoring a full project at an unsustainable price.
Your situation changes the answer
Does a service model fit your preferred work and income path?
Use the existing quiz to compare your experience, available time, goals, and preferred way of working.
Educational guidance only. No income, demand, or outcome is guaranteed.