Updated October 2026 · 7 min read · for agencies & freelancers
White label AI agents: your brand, your price, someone else's infrastructure
Your clients don't care which model or platform runs their AI receptionist. They care that it answers at 22:47 and books the appointment. White label lets you sell exactly that under your name, and charge for it every month. Here is how it works, what the platforms really cost, and when the numbers add up.
White label AI is an AI product built by one company and sold by another under its own brand, domain and price. For an agency it means you can offer AI agents (chat, booking, follow-up, voice) to clients without building the technology first. You own the client and the monthly fee; the platform owns the servers. The catch: your margin depends on the platform cost, so do the math before you pick one.
Build, white-label or resell: 3 ways to sell AI agents
Same client, same AI receptionist. Three very different businesses for you.
| Build it yourself | White-label a platform | Resell / affiliate | |
|---|---|---|---|
| Whose brand? | Yours | Yours | The vendor's |
| Time to first client | Weeks | Days | Hours |
| Who sets the price? | You | You | The vendor (you get a %) |
| Margin | Highest, but your time is the cost | Your fee minus platform + usage | Commission only |
| Client stays yours if you switch? | Yes | Depends on data export | No |
| Best for | Custom work, bigger clients | Agencies that want to sell now | Side income, no delivery |
Most agencies end up with a mix: white-label for the standard offer, custom builds for the clients who need more. Want the build route? Read how to build AI agents.
White-label margin calculator
Pick a platform plan to start from (list prices in USD, from each vendor's pricing page, checked 21 Oct 2026), then set your clients and price.
Sources: gohighlevel.com/pricing · chatbase.co/pricing · botpress.com/pricing (Chatbase and Botpress: billed yearly). Check each plan's white-label and branding options yourself; they differ per plan.
Margin 72%
The platform is a fixed cost: every extra client mostly adds margin. The hard part is not the tech, it's getting clients.
See how to get your first clients →Example math before tax, your time, sales costs and refunds. An example, not a promise: your niche, price and delivery decide what you earn.
6 white-label AI agents clients pay for monthly
Sell outcomes, not "AI". Each of these replaces a task a business already pays a person for or loses money on.
AI receptionist
Answers WhatsApp and web chat 24/7 with the business's own prices, hours and services.
Booking agent
Books, moves and cancels appointments straight in the calendar. Fewer no-shows with reminders.
Lead follow-up agent
Replies to every new lead within a minute and follows up until they book or say no.
Review agent
Asks happy customers for a review at the right moment and routes unhappy ones to the owner.
Voice agent
Picks up the phone when the team can't, answers questions and takes bookings or messages.
Support agent
Trained on the business's own documents; hands off to a human when it isn't sure.
See them per industry in 20 AI agent examples, and how agencies price them in AI agent pricing.
Checklist: choosing a white-label AI platform
Tap each point you have confirmed for the platform you are looking at.
- Your domain & branding: no vendor logo or name visible to your client
- Separate client accounts: each client has its own agent, data and login
- Rebilling: you bill the client, at your price, not the vendor
- Data ownership & export: you can take conversations and contacts with you
- GDPR / data location: where data is stored, and a data processing agreement
- Usage limits & overage: what happens to your margin when a client gets busy
- Channels: WhatsApp (official API), web chat, phone, email — what your clients actually use
- Human handoff: the agent can pass a conversation to the business owner
0 / 8 checked
3 mistakes that kill white-label margins
Pricing per message
- Clients start counting and using it less
- Price per outcome or a flat monthly fee instead
- Build usage into your price, with a fair-use cap
Selling "AI" instead of a result
- "AI chatbot" sounds like a gadget
- "Never miss a booking after 18:00" sounds like money
- Read how to sell AI agents
3. Locking yourself in. If the platform owns the client data and you can't export it, the client isn't really yours. Check point 4 of the checklist before you sign. Starting an agency from zero? Read how to start an AI automation agency.
Next read: what are AI agents · ways to make money with AI · AI agent infrastructure
Watch an AI agent being built — and sold as a monthly service
Free training, in English, about 45–60 minutes: we build an agent that takes real actions for a business, then show how to package it under your own brand and charge monthly for it. No coding background needed.
Watch the free training →Free · no credit card
Questions
What is white label AI?
An AI product built by one company that another company sells under its own brand, domain and price. The agency owns the client; the provider runs the technology.
Is white label AI profitable for agencies?
It can be: the platform cost is mostly fixed while clients pay monthly. Whether it is depends on your client count, your price and usage costs. Use the calculator above.
Should I build AI agents myself or use a white-label platform?
Building gives the most control and margin but takes the most time. White-label is fastest to sell. Many agencies start white-label, then build custom agents for bigger clients.
What should I check before choosing a platform?
Domain and branding, separate client accounts, rebilling, data ownership and export, GDPR, usage limits, channels and human handoff. See the checklist above.
What AI agents can I sell under my own brand?
AI receptionists, booking agents, lead follow-up, review requests, voice agents and support agents trained on the business's own information.