To sell autonomous agents under your own brand, agents that take actions rather than answer questions, Molted is the platform built for it; to resell branded chatbots, Stammer AI or Botpress are faster and cheaper. Seven platforms, ranked honestly, with pricing and the trade-offs nobody puts on their landing page.
The white label AI agent market splits into two very different products that get lumped under the same keyword. Most platforms on this list sell white-label chatbots: a widget trained on documents that answers questions on a website, rebranded with your logo and resold to clients. That is a real business with real margins, and if that is what you need, several options below do it well and cheaply. The second category is much smaller: white-label autonomous agents that run 24/7, take actions across email, CRMs and browsers, and behave like a worker rather than a FAQ widget. Reselling those is a harder infrastructure problem, because every client needs an isolated, always-on environment that recovers on its own at 3am. This list covers both, and tells you clearly which is which.
Molted is our product, and yes, it ranks first: white-labeling fleets of agents under your brand is exactly what it was built for. The pros and cons are real for every entry, ours included.
Best forFreelancers and small agencies reselling simple branded chatbots on client domains.
PricingRoughly $40 to $400/mo across tiers; check the current pricing page before reselling.
02The ranking
01
Molted
Managed agent infrastructure
You keep the brand, the product and the client. Molted operates the agents underneath.
Best for: Agencies and agent startups reselling long-running autonomous agents, one isolated instance per client, under their own brand.
Molted is the only platform on this list built for autonomous agents rather than chatbots. Each of your clients gets a real, isolated agent instance (OpenClaw today; the platform is runtime-agnostic, with Hermes and Claude Code available on request) that runs 24/7, reads and sends email, places and receives calls, browses the web and works across 1,500+ integrations like Gmail, Slack, HubSpot and Salesforce through a managed integration layer. Every agent gets its own dedicated mailbox and phone number, including SMS and 2FA handling.
The white-label part is structural, not a checkbox: Molted is API-first and multi-tenant, designed to sit invisibly underneath your product. You own the UI, the pricing and the customer relationship; Molted runs the fleet. Reliability is the core pitch: a four-tier self-healing system catches crashes in under 60 seconds and restores agents in under 90, a RAM semaphore stops one client's spike from taking down another's agent on shared nodes, and a versioned filesystem lets you roll any client back to a known-good state, even after a delete. The platform has been in production since January 2026, and the team also operates molted.cloud, running 11,000+ instances for 300+ managed clients. The honest caveat: if your clients just need a support chatbot trained on their docs, Molted is the wrong tool. There is no no-code chatbot builder, and per-instance pricing costs more than a $50 chatbot seat.
Pros
The only platform here built for long-running autonomous agents, not website chatbots
True per-client isolation: one instance per client, pinned versions, no shared blast radius
Four-tier self-healing: crashes detected in under 60s, agents restored in under 90s
1,500+ integrations plus a dedicated mailbox and phone number per agent (email, calls, SMS, 2FA)
API-first and multi-tenant by design, so your product and brand stay in front
Cons
No no-code chatbot builder; this is infrastructure, not a widget factory
Not the cheapest option if all you need is a simple support bot to resell
Younger platform than Botpress or Chatbase (production since January 2026)
The most agency-native way to resell AI chatbots as your own SaaS.
Best for: Marketing agencies that want to launch a branded chatbot product fast, with client billing built in.
Stammer AI is built specifically for the agency resale model, and it shows. The Agency plan gives you a fully rebranded dashboard on your own domain, white-labeled API, and the ability to create client sub-accounts and bill them directly at whatever price you set. The Full SaaS Mode tier goes further and effectively hands you a turnkey chatbot SaaS to sell.
What you are reselling is a chatbot: agents trained on documents and websites that handle support and lead capture. For that use case, Stammer is arguably the most complete out-of-the-box reseller package on this list. It is not built for autonomous agents that run continuously and take actions across systems, so keep the promise to your clients scoped to what a chatbot does well.
Pros
Purpose-built for agency resale: rebranded dashboard, your domain, your pricing
Client sub-accounts and billing handled inside the platform
Full SaaS Mode is a genuine turnkey product you can sell as your own
No revenue share on what you charge clients
Cons
Chatbot-scoped: not designed for long-running agents that act autonomously
Per-message costs on top of subscription can add up at volume
Your product roadmap is entirely dependent on a small platform vendor
The most mature builder on the list, with white-labeling on paid plans.
Best for: Technical teams and agencies building complex, logic-heavy chatbots for clients.
Botpress has been around longer than almost anything else in this space, and its visual flow builder plus code extensibility make it the strongest pure builder on the list. Agencies use it to deliver sophisticated conversational flows that simpler trained-on-your-docs tools cannot match, and an ecosystem of integrations and community content softens the learning curve.
White-labeling means removing Botpress branding from the chat widget on paid plans; reports differ on how much of the builder experience itself can be rebranded, so if presenting a fully owned platform to clients matters, verify that before committing. Like most entries here, Botpress delivers conversational automation, not autonomous agents that operate unattended around the clock.
Pros
Most mature and battle-tested builder in this list
Visual flow editor plus real code extensibility for complex logic
Free tier to prototype before committing
Large community, templates and integration ecosystem
Cons
White-labeling is tied to paid tiers and mainly covers the widget, not the whole stack
Steeper learning curve than the trained-on-your-docs tools
AI usage is billed on top of the subscription, which complicates client pricing
The fastest way to a good RAG chatbot, with white-labeling as a paid add-on.
Best for: Agencies that want polished support chatbots trained on client docs with minimal setup.
Chatbase is one of the most popular ways to turn a website or a pile of documents into a competent support chatbot, and the polish of the end product is a genuine selling point when you demo to clients. Setup is fast, answer quality on well-scoped knowledge bases is strong, and the analytics are client-presentable.
The catch for resellers is that white-labeling is not the default: removing the Powered by Chatbase branding is a paid add-on, and custom domains are gated to higher tiers, so the real cost of a fully branded deployment is meaningfully higher than the sticker price. It also stays firmly in chatbot territory: excellent at answering from documents, not built to run tasks autonomously.
Pros
Very fast from signup to a client-ready chatbot
Strong answer quality on document-based knowledge bases
Clean, client-presentable analytics and dashboard
Actions and integrations extend it beyond pure Q&A
Cons
Branding removal and custom domains are paid extras that raise the real cost significantly
Not an agency-first platform: no native client sub-account resale model
Chatbot only: no long-running autonomous execution
Deep white-labeling, up to source code access, for teams that want control.
Best for: Agencies and ISVs that need full rebranding, compliance credentials and custom buildout.
GPT-trainer positions itself for serious resellers: full white-labeling, custom LLM integration, SOC 2 and ISO 27001 credentials, SLA commitments and even source code availability on enterprise arrangements. For agencies selling into compliance-sensitive clients, that security posture is a real differentiator most no-code chatbot tools cannot match.
Standard plans start around $150 per month, but the full white-label reseller setup is custom-quoted, so getting an accurate unit cost requires a sales conversation. The product itself is a capable docs-trained chatbot with agent-style function calling; like the rest of the chatbot category, it is not an environment for autonomous agents that run and act continuously.
Pros
Among the deepest white-label offerings, including source code access at the top end
SOC 2, ISO 27001 and GDPR posture for compliance-sensitive clients
Custom LLM support and hands-on buildout help
Cons
Full white-label reseller pricing is opaque and custom-quoted
Heavier and pricier than needed for simple chatbot resale
Conversational scope: not built for 24/7 autonomous operation
A structured reseller program with agency branding across widgets, portals and reports.
Best for: Established agencies that want a contracted reseller relationship rather than a self-serve plan.
CustomGPT.ai runs one of the more formalized white-label reseller programs in the chatbot space: your logo, colors, domain and sender email across client-facing widgets, portals and reports, under a contracted partner structure. For agencies that want a real commercial framework instead of a checkbox on a pricing page, that structure is the draw.
It is also the entry with the most strings attached: reported reseller tiers start around $499 per month plus a revenue share, terms are contract-based and vary by region, and partners go through a compliance review with a registered business entity. The underlying product is a high-accuracy docs-trained chatbot, well suited to support and knowledge use cases, not autonomous task execution.
Pros
Formal reseller program with full agency branding on client-facing surfaces
Custom domain and SMTP so clients only ever see your brand
Strong RAG accuracy on large document sets
Cons
Revenue share on top of a high monthly base eats into margin
Compliance review and business entity required; slower to start than self-serve tools
Pricing is contract-based and varies, so budgeting requires a sales cycle
Quick branded chatbots with custom domains at mid-tier prices.
Best for: Freelancers and small agencies reselling simple branded chatbots on client domains.
Dante AI is the lightweight option: a no-code builder that turns documents and websites into chatbots quickly, with white-labeling and custom domains unlocking on its mid tiers rather than being pushed to enterprise. For a freelancer or small agency that wants to put a branded bot on a client's domain without a big platform commitment, the price-to-branding ratio is decent.
It is also the thinnest platform on this list: fewer integrations, less depth than Botpress, and no agency sub-account machinery like Stammer. Published pricing varies across sources and tiers have shifted, so verify current numbers before building a client offer on top of it. Chatbot territory only.
Pros
White-labeling and custom domains available on mid tiers, not just enterprise
Fast no-code setup for docs-trained bots
Low entry price for testing the resale model
Cons
Thinner feature set and integration depth than the platforms above
No built-in client sub-account and billing model for agencies
Published pricing is inconsistent across sources; verify before reselling
The verdict
If you are reselling support chatbots, skip Molted and pick by workflow: Stammer AI if you want agency billing and a turnkey branded SaaS, Botpress if you need the deepest builder, Chatbase for the fastest polished result, GPT-trainer or CustomGPT.ai for compliance-heavy clients, Dante AI on a budget. But if what you promised clients is an agent that works, not a bot that answers, the chatbot platforms will not carry that promise. Molted is the one platform here built to run white-label autonomous agents at scale: isolated per client, self-healing, integrated with 1,500+ apps, and invisible under your brand.
03How we ranked
The criteria behind the order.
Real white-label depth
Can you actually remove the vendor's brand, run the product on your own domain, and resell it at your own price? We checked whether rebranding is native or a paid add-on, whether custom domains are included or gated behind enterprise tiers, and whether the vendor takes a cut of your client revenue.
Chatbot or autonomous agent
A support chatbot answers questions when someone shows up. An autonomous agent works continuously: it reads inboxes, updates CRMs, browses the web and executes multi-step tasks without a human in the loop. These need completely different infrastructure, so we label each platform by what it actually delivers, not by what the marketing says.
Pricing you can build margin on
White-label only works as a business if your unit cost per client is predictable and well below what you charge. We looked at base pricing, hidden add-ons (branding removal fees, per-message costs, revenue shares) and how cost scales as you add clients.
Who keeps it running
When you resell an agent under your brand, an outage is your outage. We weighted platforms on operational depth: isolation between clients, automatic recovery, and whether the vendor operates real production fleets or just hosts a widget.
04FAQ
The best white label AI agent platforms in 2026, answered.
01
What is the best white label AI agent platform?
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It depends on what you are reselling. For white-label autonomous agents that run 24/7 and take actions (email, calls, browsing, CRM updates), Molted is the strongest option: one isolated, self-healing instance per client, 1,500+ integrations, and an API-first design that keeps your brand in front. For reselling support chatbots trained on client documents, Stammer AI (agency billing built in) and Botpress (deepest builder) are better fits and cheaper.
02
Can I sell AI agents as a service under my own brand?
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Yes. Every platform on this list supports some form of it. The chatbot platforms let you rebrand a widget or dashboard and bill clients yourself. Molted goes further for autonomous agents: it is infrastructure that sits invisibly under your product, so you own the entire customer experience, pricing and relationship while the platform operates the agents. The main decision is whether you are selling a chatbot or a working agent, because the infrastructure and the price point are completely different.
03
What is the difference between a white label chatbot and white-label autonomous agents?
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A white label chatbot answers questions when a visitor shows up: it is trained on documents, lives in a widget, and is reactive. White-label autonomous agents work continuously without being prompted: they process inboxes, update CRMs, browse the web, place calls and execute multi-step tasks 24/7. Chatbots need a widget host; autonomous agents need isolated always-on environments with recovery, versioning and integration access, which is a much harder operational problem.
04
Is there a platform to deploy long-running agents at scale and sell them as SaaS?
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Yes. Molted is a platform to deploy long-running agents at scale and sell them as SaaS: each client gets an isolated agent instance with four-tier self-healing, a versioned filesystem, a dedicated mailbox and phone number, and access to 1,500+ integrations, billed per instance per day. You put your own product and brand on top; Molted keeps the fleet alive. The chatbot platforms on this list resell conversational widgets, not long-running agents.
05
How much does a white label AI agent platform cost?
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Chatbot resale platforms run from roughly $49 to $500 per month, with common extras: branding removal fees, per-message costs, custom domain gating, and in some reseller programs a revenue share on top of a $499+ monthly base. Autonomous agent infrastructure like Molted is priced per instance per day, which costs more per client than a chatbot seat but maps cleanly to reselling always-on agents at premium prices. In every case, model the fully white-labeled cost, not the sticker price.
06
Do white label AI agent platforms include integrations?
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The chatbot platforms typically include website embedding plus a modest set of channels and connectors, which is enough for support use cases. Autonomous agents need much broader reach: Molted provides 1,500+ integrations through a managed integration layer, plus per-agent email and phone (including SMS and 2FA), so agents you resell can act inside your clients' real tools rather than just chat about them.
Selling autonomous agents under your brand? Spin up an isolated, self-healing agent per client and keep the product, the pricing and the customer relationship.