ChatNode builds AI customer service agents that handle support queries and execute actions through API calls. The system crawls websites and ingests documentation to build a knowledge base, then uses this data to train conversational agents that can answer questions and perform specific tasks like booking calendar appointments, pulling Stripe invoices, or updating CRM records.
The system works through a visual designer where you configure AI Actions, which are custom API endpoints the agent can call. When a customer asks to schedule a meeting, the agent doesn't just provide a link. It actually triggers a Calendly or Cal.com integration to show available slots and complete the booking. Same concept applies to billing queries where it pulls real invoice data from Stripe rather than giving generic answers. This action-oriented approach differentiates it from basic chatbots that only retrieve pre-written responses.
Training happens automatically. You point the system at your website URLs or upload documents up to 20 MB each, and it processes up to 12,500,000 characters per agent. The auto-retrain feature continuously updates the knowledge base as your content changes, though this capability is limited to Standard tier and above. The system doesn't require manual retraining cycles when you publish new documentation or update policies.
Context preservation works well during human handoffs. When the AI can't resolve something, it transfers the conversation to a human agent with full chat history intact. The human sees everything discussed so far, which eliminates the frustrating "let me start over" experience customers typically face with traditional support tools.
Multi-channel deployment means the same agent works across website embeds, Slack workspaces, and Notion pages. You're not maintaining separate configurations for each channel. The agent maintains consistent behavior and knowledge regardless of where customers interact with it.
Analytics track deflection rates, time saved per interaction, action success rates, customer satisfaction scores, popular topics, and geographic distribution of queries. These metrics help identify knowledge gaps and measure how often the AI resolves issues without human intervention.
Integrations connect through Stripe for billing operations, Calendly and Cal.com for scheduling, Slack and Notion for deployment channels, and unspecified CRM systems. API access lets you build custom integrations if the pre-built options don't cover your needs. This API capability is available across all paid tiers starting at the Lite plan.
The Lite plan costs $35 monthly and includes one AI agent with five actions and 1,250 credits per month. Standard runs $89 monthly with three agents, ten actions each, 12,500 credits, and three team members. Scale costs $377 monthly for eight agents, twenty actions each, 50,000 credits, five team members, custom domains, and white-label options that remove ChatNode branding. Enterprise pricing is custom with unlimited agents and team members. Yearly subscriptions save 17% and add two free months. A seven-day trial is available.
Over 3,500 companies use ChatNode. User ratings sit at 4.7 out of 5 and 4.5 out of 5 across review platforms.
Technical constraints include the per-file size cap of 20 MB and character limits per agent. Lower tiers restrict the number of AI Actions you can configure, which directly limits how many automated tasks each agent can perform. Team member limits on Standard and Scale plans may require workflow adjustments for larger support teams.
