White label AI services are finished pieces of work, such as a chatbot, a batch of articles or an automated workflow, that a partner produces with AI and an expert checks, and that your agency sells under its own name. You pay a wholesale price, you set the client’s price, and the client only ever talks to you. A resold chatbot can be with your client in 5 days, with no new hire on your side.
Three different things carry the same label
The phrase gets used loosely, and each version puts different risks on your agency. Work out which one you are being offered before you read a price list.
- A rebranded AI tool. You put your logo on someone else’s software and resell seats. You earn a subscription, and you also inherit its support tickets, its outages and every complaint about a wrong answer.
- Rented people who use AI. A contractor works for you by the hour with whatever tools they like. You control the person, and you carry the scheduling, the quality and the bill when the job runs long.
- Finished work at a fixed price. You send a brief and get back a checked delivery with no vendor name on it. There are no seats to support and no hours to watch.
This guide covers the third kind, because it fits a service business best. If a client truly wants software with a login, the first kind may suit them, and you can tell them so.
What white label AI services can go on your proposal
Anything that can be briefed clearly and checked by a specialist can be resold. It helps to group the work by what your client complains about, since clients rarely ask for a technology by name:
- “Nobody answers our customers at night.” Chatbots, voice agents and a searchable knowledge base.
- “We retype the same data all week.” Workflow automation, data cleanup and document processing.
- “We never get around to publishing.” SEO articles, email campaigns, ad copy and social designs.
- “Our site is holding us back.” Websites, online stores and app prototypes.
- “We don’t know who to call.” Lead lists, competitor reports and dashboards.
The white label AI and automation program is a natural starting point for many agencies, because it adds something clients already ask about. The wider AI and automation service page shows the kinds of builds involved.
What AI changes for an agency, and what it leaves alone
Three things change. Turnaround gets short enough that you can talk about delivery dates during a sales call. Small jobs become worth selling, since a fixed quote replaces a padded estimate. And you can test a new line of work with one job, where you once needed a hire to test it.
One thing stays exactly where it was: accountability. Your client hired you. A wrong answer from a bot or a made-up fact in an article is your agency’s error, whoever produced it. So the question to put to any partner is who checks the output, whether that person works in that field, and what happens when the check fails. At Wooprex, AI makes the first version and a specialist in that field fixes it before you see it, and the price covers 3 revision rounds inside the brief.
Build your first offer in five moves
- Find the request you keep declining. Think back over recent sales calls. What did a client ask for that you had to refuse or send elsewhere? That request already has a buyer.
- Write it as an outcome with an edge. “A support bot trained on your help pages, live on your site” is easy to buy. Name what sits outside it, too.
- Get your cost before you name a price. Send the brief and ask for a fixed wholesale price and a date. Wooprex replies with both within 6 business hours, and wholesale sits about 30% below retail.
- Add your own work to the quote. Intake calls, account management and your final check all take time, and the client is paying for them.
- Run one job, then decide. One delivery tells you more than a month of planning. If the requests keep coming, partner plans start at $399 a month for 10 tasks.
One hypothetical agency, start to finish
Imagine a small paid ads agency. Its clients keep complaining that leads from their campaigns sit unanswered overnight. The agency has no engineers and does not want any. So it offers one client a follow-up workflow: a new lead arrives, AI sorts it by the service requested, the right salesperson gets an alert, and the lead gets a first reply.
The owner signs an NDA with the partner, sends the brief and the lead form fields, and receives a fixed price. That kind of job lists at $299 retail for a single workflow with no more than 5 steps, with a 3-day turnaround, and the agency pays wholesale. It adds its setup call and testing time, then quotes. On delivery, the account manager runs test leads through the workflow and walks the client through it on a call. From the client’s side, a problem got solved by the team already running their ads.
This example shows the flow only. It is not a real client, and the commercial result would depend on that agency’s own numbers.
When a client asks, “Did AI do this?”
White label hides who made the work. It should not hide how the work was made if a client asks you directly. Have a short, true answer ready: “We use AI to produce first drafts, and a specialist checks and corrects everything before it reaches you.” Owners who rehearse that line sound confident. Owners who dodge the question can lose the account over it later.
When to skip this model
- You cannot describe the work in writing. A vague brief produces a vague delivery, whoever makes it.
- The job depends on workshops, site visits or a long relationship with one named person.
- Nobody on your team can read a delivery critically before the client sees it.
- The content needs sign-off from a licensed professional, and your client has none to offer.
Questions agency owners ask
Is this the same as reselling an AI tool?
No. A tool reseller passes on software that the client then has to run. Here you pass on finished work, so the client gets a result and never learns a tool at all.
Do I need someone technical on my team to sell these services?
You need someone who can describe the client’s problem well and test the delivery as a user would. The building and the technical review sit with the partner.
Can I sell one AI service without a monthly plan?
Yes. Single tasks start from $49 at retail and are sold at wholesale to agencies, so you can try one job before thinking about a plan.
Who talks to my client when something needs fixing?
You do. Wooprex never contacts an agency’s clients, so feedback comes to the partner through you and the fix comes back through you.
Keep turning down the same client request? Start a Task, mention that it is white label, and get a fixed price to build your quote on.
