Choose Chatbase if you want a no-code agent trained on your own content and live across chat, email and messaging quickly. Choose Botpress if your tickets are complicated, you want a visual or code-level builder, or you'd rather keep your current helpdesk and add the agent on top. Neither vendor's site makes a case for an overall winner.
Who on your team is going to build it?
That's the question that settles most of this pairing. If the person setting up your support agent is a support lead who'll never open a code editor, you want something that runs on plain instructions. If you've got a developer who wants to wire the agent into refunds, account changes and your own systems, you'll want deeper controls. Both vendors can sit in front of customers on chat, WhatsApp and Slack, so channels alone won't decide it.
Neither is just a website chat widget any more
It's easy to think of these as the bubble in the corner of a website. That's out of date. Each now sells a helpdesk of its own and agents that take action, so you're choosing a support platform, not a widget. The real split is how you build.
The first leans on plain-language procedures and a model picker inside a no-code setup. You describe the agent's role, connect your data sources, set guardrails and write procedures the way you'd brief a new starter. The second gives you three routes: a natural-language builder called Viber, a visual drag-and-drop Studio, and a TypeScript ADK for building agents from code. That means a developer can go a lot deeper, and it also means there's more to learn if nobody on the team writes code.
One more thing to keep in mind: the second vendor makes a loud claim on its home page about seats and included AI usage, and compares itself against Zendesk and Intercom. It's a marketing line, so check it against your own ticket volumes before it sways you.
Three areas where you'll feel the difference
Building and testing the agent
In the no-code tool, the agent setup shows a model selector and a Test step where you run customer scenarios before going live. The other platform talks about ten years of AI infrastructure, plus escalation rules and fallback logic that decide when the AI acts and when a human takes over. If handover rules matter more to you than picking a model, that's worth weighing.
Your helpdesk: replace it or keep it
The no-code tool's home page shows a built-in helpdesk where AI and humans work from the same conversation. The other has its own Desk product, described as the AI helpdesk for complex support, and it also lists integrations with Intercom, Zendesk, HubSpot and Salesforce, so you can sit the agent on top of a helpdesk you already run. If you've spent years setting up Zendesk, that second route might save you a migration.
Channels and compliance
The no-code tool says it publishes to chat, WhatsApp, email, Slack and more with a single click, and it names voice and phone too. The other deploys to Webchat, WhatsApp and Slack, with a wider channel and integration directory. On compliance, the no-code tool has an enterprise page covering SSO, SAML, SOC 2, GDPR and HIPAA, while the other lists SOC 2 and GDPR on its home page.
The two at a glance
| Area | Chatbase | Botpress |
|---|---|---|
| How you build | Describe the role, connect data, set guardrails, write plain-language procedures; no code required | Viber natural-language builder, visual Studio, or a TypeScript ADK |
| Main target | One agent for support, sales and product guidance | AI-native support for complex tickets |
| Helpdesk | Built-in helpdesk where AI and humans share the conversation | Its own Desk helpdesk, or integrations with Intercom, Zendesk, HubSpot and Salesforce |
| Channels | Chat, WhatsApp, email, Slack, voice and phone | Webchat, WhatsApp, Slack and a wider directory |
| Model and testing | Model selector and a Test step for customer scenarios | Escalation rules and fallback logic for human handover |
| Compliance listed | SSO, SAML, SOC 2, GDPR and HIPAA on the enterprise page | SOC 2 and GDPR on the home page |
| Getting started | Home page leads with a free trial and a demo | Leads with a claim about seats and included AI usage |
The verdict, team by team
A support or sales team that wants a no-code agent trained on its own content, live across chat, email and messaging in short order, will find the plain-language tool the easier start. A team with complicated tickets, a developer who wants a visual or code-level builder, or a helpdesk it doesn't want to leave should look harder at the platform with the Studio and ADK. If you're somewhere in between, run the same handful of real customer questions through both before you commit.
Four more agent builders to shortlist
Still not sure? The wider round-up of chatbot builders covers more of the field, and there's a separate page on tools people pick instead of the Studio-based platform.
Voiceflow
Best for: Building and testing AI agents with Studio, Playbooks, Workflows, Knowledge and Tools, and Rehearsal to simulate conversations before launch.
CustomGPT.ai
Best for: Custom AI assistants built from your own content for support, search and onboarding.
Want AI doing the heavy lifting in your marketing?
I build the systems that handle the boring 80 percent, so you get your week back. Done properly, with the human kept in.
Landbot
Best for: No-code agents and chatbots for WhatsApp and websites, with an Agent Studio service and, by its own account, launching agents from inside Claude.
SiteGPT
Best for: A support chatbot trained on your site content that answers customer questions around the clock, with a claim of 95+ languages.
Do you make an AI support agent or chatbot builder? Tool makers can ask to be considered for a featured place on this page.
Want your tool on this list? Featured spots and reviews here are paid partnerships. Here's how to partner with me.
Frequently asked questions
Do I need a developer to use either one?
Not for the plain-language tool, which is pitched as no code required. The other offers a natural-language builder and a drag-and-drop Studio too, but its TypeScript ADK is where a developer gets the most out of it.
Can I keep Zendesk or Intercom and add the agent on top?
The Studio-based platform lists integrations with Intercom, Zendesk, HubSpot and Salesforce for exactly that. The no-code tool leads with its own built-in helpdesk instead.
Which one works on WhatsApp and Slack?
Both do. The no-code tool also names email, voice and phone, while the other points to a wider channel and integration directory.
Which has more compliance listed?
The no-code tool's enterprise page covers SSO, SAML, SOC 2, GDPR and HIPAA. The other lists SOC 2 and GDPR on its home page.
Can the agent hand over to a human?
Yes, on both. One shows AI and humans working in the same helpdesk conversation; the other talks about escalation rules and fallback logic that decide when a human takes over.
