White-Label AI Chatbots for Agencies: Your Brand, Your Prices, Your Margin

Affiliate revenue vs. owning the platform

Most agencies start by reselling a tool and earning a referral commission. That is fine for pocket money. The problem: you send the client to someone else's brand, the client knows it isn't yours, and your cut is a fixed percentage someone else decides.

White-label is a different game. You buy one platform package, run it under your brand on your domain, and set your prices. The client never sees a third-party vendor. You don't earn a commission, you earn the whole margin between what the platform costs you and what you charge.

For an agency that already manages a portfolio of website clients, this is the most direct way to turn a one-off project business into recurring monthly cashflow.

Why this fits agencies specifically

You have the one thing a chatbot vendor will never have: an existing book of clients who already trust you with their website. Selling them a support bot is not cold outreach, it's an upsell to a relationship that already exists.

1. You keep the margin, not a commission

On an affiliate deal you might get 20–30% of the subscription. With white-label you keep everything above your wholesale cost. A package that costs you 199 € can carry ten client bots that you bill at your own rate. The arithmetic is below.

2. Your brand, your pricing power

The admin dashboard, the login screen, the emails, the widget: all carry your logo, your colors, your domain. Because it looks like your own product, you can price it like your own product. Nobody can google a cheaper "official" price, because the official price is yours.

3. Sticky clients, lower churn

A monthly SEO retainer is easy to cancel. A bot that answers a chunk of a client's support tickets and captures leads every night is wired into their operations. Once it's live, turning it off means going back to missed messages. That is the kind of service clients keep paying for.

4. One platform, many clients

You manage every client from a single branded admin. Add a client, spin up their bot, point it at their website, hand them a login or run it for them as a managed service. No separate accounts, no per-client vendor relationships to babysit.

The cashflow math (your prices, your call)

Here is the part that matters. The wholesale numbers below are the actual white-label package prices. The resale price is an assumption you control, set conservatively at 79 € per client bot per month, which is cheap for "24/7 support that captures leads."

Example: the Growth package

• Your cost: 199 € / month (10 bot slots, 15,000 shared messages, EU hosting included)
• You sell: 10 client bots at 79 € / month = 790 € / month
• Gross margin: 790 € − 199 € = 591 € / month recurring
• Per year: roughly 7,000 € in recurring profit, from clients you already have

Add a modest one-time setup fee per client (most agencies charge 250–500 € to "configure and train the bot on your content") and the first month often covers your platform cost for the rest of the year.

Example: the Scale package

• Your cost: 399 € / month (30 bot slots, 50,000 shared messages)
• You sell: 30 client bots at 79 € / month = 2,370 € / month
• Gross margin: 2,370 € − 399 € = 1,971 € / month recurring
• Per year: roughly 23,600 € in recurring profit

Note how the cost barely moves while the revenue scales with your client count. That gap is the whole point of white-label: your margin widens with every client you add to the same package.

The packages

Messages, indexed pages, and storage are a shared pool across all bots in your package, so a quiet client subsidizes a busy one. No upfront license fee.

Need more on a single package? Bot slots, messages, storage, and indexed pages can each be topped up with add-ons (extra bot slots from 9 €/month), so you grow capacity per package instead of jumping tiers the moment one client gets busy.

What you actually get

• Fully branded admin platform on your own domain, your logo and colors throughout.
• Client and user management from one dashboard, with logins you hand to clients or keep for managed service.
• EU hosting and GDPR compliance, which is not a nice-to-have when you sell to European clients, it's the deal-breaker question they ask first.
• Daily backups and automatic platform updates, so the "maintenance" line in your pitch is real, not a promise you have to keep yourself.
• Optional Stripe billing integration, so you can charge your clients directly through the platform instead of running invoices by hand.

How it works

1. Pick a package based on how many client bots you expect in the next few months. Start small, upgrade when the clients are real.
2. Brand it: upload your logo, set your colors, connect your domain. The platform becomes yours.
3. Onboard clients: create a client, point a bot at their website, let it index their pages and documents. Setup is minutes, not weeks.
4. Bill and keep the margin: charge your price, optionally through built-in Stripe billing, and pocket the difference every month.

The objections you're already thinking

"I'm not a developer."

You don't need to be. There is no codebase to host, no model to fine-tune, no servers to patch. The platform handles the AI, the hosting, the updates, and the backups. You handle the client relationship, which is the part you're already good at.

"What if a client gets huge?"

The shared pool absorbs normal spikes, and add-ons top up messages or storage for a single busy client without forcing the whole package up a tier. If a client outgrows everything, that's a happy problem: you move them up and your margin moves with them.

"Will clients know it's not mine?"

No. That's the entire point of white-label. The dashboard, the emails, the widget, and the domain all carry your brand. As far as the client is concerned, it is your product.

The bottom line

Your clients are going to add a chatbot this year. The only open question is whose logo is on it and who keeps the recurring revenue. With a white-label platform, both answers are you.

Stop sending clients to someone else's brand for a thin commission. Run the platform yourself, set your own price, and turn the website clients you already have into monthly recurring cashflow.