- Your first Project and file uploads
- The major AI families to try the workflow
- A small daily message allowance
Start an AI agency
Start an AI agency: pick a niche, sell one outcome, deliver it with AI.
The AI agencies that last do not sell "AI". They sell a result a specific kind of business wants, delivered faster and cheaper because AI does most of the work. A restaurant does not want an AI strategy; it wants its 300 reviews answered by Friday. This page is how to start that kind of agency: the niche, the offer, the delivery system, the first clients, and the point where a service becomes a product.
Free to start. Sell the first client before you pay for anything.
The niche and the offer
Choose an outcome a specific business already pays for
| Niche | The outcome you sell | What AI does | What you do |
|---|---|---|---|
| Restaurants and cafés | Every review answered in the owner's voice within 24 hours | Drafts replies from the voice examples | Approve, post, report monthly |
| Small agencies and consultants | Proposals that win, written in a day | Drafts from past proposals and the brief | Edit, position, price |
| Trades and local services | A quote in the customer's inbox within an hour | A quote calculator built with AI | Set up, maintain, support |
| E-commerce shops | Product descriptions and support in three languages | Translation and drafting in brand voice | Review, quality, escalation |
| Clinics, gyms, salons | No-show reminders and re-booking messages that work | Message sequences and the reminder system | Integration, tuning, reporting |
| Any business with a spreadsheet nobody understands | That spreadsheet as a tool their staff can use | The app, built and reviewed | Requirements, testing, training |
The test of a good niche
You can name ten businesses in it, they already pay a person or a tool for the outcome, and you can deliver the first one in a week. If any of the three is missing, narrow further.
The delivery system
How the work gets done, repeatably
One Project per client
Instructions with their voice and rules, their files, the agreed scope. Everything you produce for them starts from it. See the agency workspace.
A template Project for the service
The instructions, file checklist and first deliverable for your niche, copied for every new client. Onboarding a client becomes an afternoon.
Draft with one model, check with another
The draft comes from one model; a second reads it against the client's rules. This is your quality control, and it is why your work reads better than the client's own attempts with a chatbot.
Client approves, you deliver
Keep a human step for anything published under the client's name. It protects you and it is what they pay for.
Report monthly from the Project
What was delivered, the result, what is next. Generated in minutes, in their template. Reports are how agencies get renewed.
The first five clients
Outreach that works for a service nobody has heard of
Do the work before you ask. For a review-reply service, print a restaurant's ten unanswered reviews with your drafted replies and walk in. For proposals, rewrite one section of a consultant's public proposal and send it. The sample is the pitch. Ask the AI for the twenty businesses in your niche nearest to you, the sample for each, and a two-sentence message that leads with their problem.
Price the first month low and the outcome clearly: "$149 a month, every review answered within 24 hours, cancel any time." Raise the price with the fifth client. Ask every satisfied client for one introduction; in a niche, that is how the sixth to twentieth arrive.
Service to product
Where the margin comes from later
After ten clients you will know exactly what you repeat. That is the product: the review-reply tool, the quote calculator, the report generator. Build it with AI from the delivery system you already run (see building a SaaS), sell it to the same niche at a lower price with no hours attached, and keep the service for clients who want hands. The service funds the product; the product removes the ceiling on the service.
Free is the start. The latest models are the difference.
Your clients pay for quality they cannot produce themselves. That is model quality.
A client with a free chatbot can get a generic review reply. They pay you because yours sounds like them, catches the nuance, and never embarrasses them. That comes from the latest models with the client's voice in the Project, and from a second model checking the first. Once you have three clients, the paid plan is a cost of goods, and a small one.
Newer models hold your whole Project in view instead of the last few messages, reason through trade-offs instead of picking the first plausible answer, and are wrong less often and with less confidence. For the questions on this page, that is the difference between advice that sounds right and advice you can act on.
Pro from $20 a month, cancel any time. The free plan stays free.
- The latest ChatGPT, Claude, Gemini, Grok and Perplexity models, all on the same Project
- Far more messages a day, so a working session does not stop halfway
- Modes where several models draft, challenge and verify each other's answers
- A Project per client, and more as the list grows
- Documents, spreadsheets, decks and images for client deliverables
- Team plans when you hire
Start here
First messages for an agency Project
Add what you know about the niche and any sample work. Then start here.
NicheHere is my background. List five niches where businesses already pay for an outcome that AI can deliver, and the outcome sentence for each.
OfferFor [niche], write the offer: outcome, price, turnaround, what is included, what is not. Then argue why a business would say no.
DeliveryDesign the delivery system for this offer: the client Project template, the draft-and-check steps, the approval step, the monthly report.
SamplesList twenty businesses in this niche near [city]. For each, describe the free sample I should bring and write a two-sentence opening message.
Quality checkRead this deliverable against the client's rules in the Project. What would embarrass them? Fix it.
ProductFrom the last three months of deliverables, what do I repeat most? Describe the tool that would replace it and who would buy it.
Honest answers
What people ask
Do I need to be an AI expert to start an AI agency?
No. You need to understand the client's business and the outcome they want. The models do the technical part; your judgement about what is good is the product.
How much can an AI agency charge?
Price against what the outcome is worth and what the client pays today. A review-reply service for a restaurant is $99 to $199 a month; a proposal service for consultants is $150 per proposal or a retainer. Raise prices as you prove results.
How many clients can one person handle?
With a delivery system built on client Projects, ten to twenty for a content-style service, fewer for custom builds. The Project template is what makes the number possible.
Should I hire before I productise?
Productise first. A tool removes hours; a hire adds them. Hire when clients want hands you no longer have.
Why MultipleChat rather than one chatbot for agency work?
One Project per client holds the voice, files and scope so nothing is re-briefed, and several models check each other so the work passes client review. See the agency workspace.
What is free?
One Project, file uploads and the major model families, enough to land and serve the first client. See plans.
Choose the niche. Make the sample. Walk in.
Set up one client Project, deliver one outcome, and ask for one introduction. Free to start.
Also: the agency workspace · managing client projects · AI business ideas · turn the service into a product