The best white label AI agent platforms, honestly compared
We sell in this category, so here is the deal: real competitors included, described from their own positioning, no invented pricing, and a decision framework that starts with your capacity instead of anyone's feature list. Including ours.
Last reviewed September 2026 · Vendors verified against their own sites
The frame
Three models, one decision
Every platform in this category is one of three things. Choose the model before comparing logos.
| Model | You do | They do | Time to first client sale |
|---|---|---|---|
| DIY builder | Build, operate, support the agents | Infrastructure, white label shell, billing | Weeks to months (the build is yours) |
| Marketplace | Sell from a catalog | Products, fulfillment, billing rails | Days to weeks (but the products are generic) |
| Done-for-you licensing | Sell the outcome, own the client | Deploy, operate, and support the agents | Days (the build already exists) |
The honest trade: control vs speed vs differentiation. No model wins all three.
The field
The platforms, honestly
Descriptions from each vendor's own public positioning. Verify current pricing on their sites; it changes too often to quote here.
| Platform | Model | What it is | Best fit |
|---|---|---|---|
| Stammer.ai | DIY builder | A white label platform where agencies build, customize, and resell AI chat agents under their own domain and brand. You assemble the agents; the platform provides the infrastructure and client billing. | Agencies with time to build and a chat-centric offer. |
| BotPenguin | DIY builder | A white label chatbot and AI agent platform positioned on breadth of channels (web, WhatsApp, and social messaging) with partner and reseller programs. | Agencies whose clients live in messaging channels. |
| Voiceflow | DIY builder (pro-grade) | An agent design and orchestration platform used by product and CX teams; agencies use it to design sophisticated conversational agents, with more power and a steeper build investment. | Agencies with technical talent selling complex conversational builds. |
| Vendasta | Marketplace | A white label marketplace where agencies resell a catalog of third-party software (increasingly AI products) under their own brand, with billing and client portal included. | Agencies that want a broad product shelf rather than a signature offer. |
| GoHighLevel | Platform suite | An all-in-one agency platform (CRM, funnels, messaging) with AI features and white label options; the agent capability is part of a much larger system you adopt wholesale. | Agencies ready to standardize their whole operation on one suite. |
| Agency Growth (us) | Done-for-you licensing | We license working AI agents to agencies under their own brand: deployment, operation, and the delivery playbook included, priced in a scoping call. You sell outcomes; we stay invisible. | Agencies that want to sell this month without building or operating the stack. |
Our stake, stated plainly
We are the done-for-you row. If you have build capacity and want maximum control, a DIY builder is genuinely the better call and we would rather you know that now. Our license exists for agencies whose constraint is time, not ambition.
The decision
How to choose for your agency
Five questions, in order. Most agencies only need the first two.
- Do you want to build or sell? Honest hours-per-week answer. Build capacity means DIY; no build capacity means licensing or marketplace.
- Who operates the agents at 2am? Agents misbehave. If the answer is you, price your offer for that; if it must not be you, choose a model where operation is included.
- Whose client is it? Confirm the relationship, the billing, and the data stay yours, and what leaving the platform does to your clients.
- Does the demo-to-delivery path really exist? Every platform demos well. Ask to see the path from a signed client to a running deployment and who walks it.
- Do the current prices fit your margin? Check the vendor's live pricing page against what you intend to charge; our pricing guide has the benchmark ranges for the client-facing side.
The honest part
Where each model breaks
- DIY builders break on time: the build, the operating, and the supporting land on you, and delivery hours become the real product. Great control, real cost.
- Marketplaces break on differentiation: your shelf is every other reseller's shelf, so the offer competes on price.
- Done-for-you licensing breaks on dependence: you are trusting the licensor's operations and roadmap. Judge the operator, not the demo, and put the exit terms in writing.
FAQ
Questions people actually ask
What is a white label AI agent platform?+
Software that lets an agency put its own brand, domain, and pricing on AI agents and resell them to clients as the agency's own product. The category splits into three models: DIY builders (you assemble agents on their infrastructure), marketplaces (you resell a catalog), and done-for-you licensing (working agents are deployed and operated for you under your brand).
What is the best white label AI agent platform for an agency?+
It depends on one honest question: do you want to build or sell? Agencies with build capacity and time get the most control from DIY builders like Stammer.ai, BotPenguin, or Voiceflow. Agencies that want a broad shelf choose a marketplace like Vendasta. Agencies that want to be selling outcomes this month license done-for-you agents. There is no universal best, only a best for your capacity.
How do agencies make money reselling AI agents?+
The standard model is a setup fee plus a monthly recurring fee per client, with the agency setting its own prices above its platform or license cost. The recurring layer is the point: resold agents add retainer-like revenue that does not consume delivery hours, which is what makes the model compound.
What should an agency check before choosing a platform?+
Five things: who operates the agents when they misbehave (you or the vendor), whether the client relationship and billing stay yours, what happens to your clients if you leave the platform, how much building the demo-to-delivery path really takes, and whether current pricing fits your intended margins. Verify pricing on each vendor's own site; it changes too often for any comparison page to quote reliably.
Method
How we sourced this
Vendor descriptions come from each vendor's own site; our model is stated with the bias disclosed.
- Stammer.ai · vendor positioning
- BotPenguin · vendor positioning
- Voiceflow · vendor positioning
- Vendasta · vendor positioning
- GoHighLevel · vendor positioning
- Agency Growth white label license · our own model
The done-for-you row, for real
Working agents under your brand, deployed and operated for you, priced in a scoping call. If the other rows fit you better, take them; if time is your constraint, this one exists.