
SpecialistThe AI workspace where teams and agents get work done together
ChatBotKit records 95,095 monthly visits with +17.1% month-over-month growth and Paid pricing. n8n records 4,522,449 monthly visits with -7.4% growth and Freemium pricing.

Managed platform for building and running AI agents that work in the background
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | chatbotkit.com | n8n.io |
| Pricing Model | Paid | Freemium |
| Monthly Visits | 95.1K (95,095) | 4.52M (4,522,449) |
| MoM Traffic Delta | +13.86K (+17.1%) | -361.7K (-7.4%) |
| Primary Market & Share | 🇺🇸 United States (12.2%) | 🇮🇳 India (13.2%) |
| Direct Visits / mo | 37.17K | 1.57M |
| User Rating | 4.4 | 4.7 |
| Supported Platforms | Website | Website |

Managed platform for building and running AI agents that work in the background
Describe the job and shape an agent in plain language, then add memory, knowledge and abilities without writing code.
Start from complete blueprints — agent, knowledge, abilities and integrations — such as operations manager, concierge, support or campaign manager agents.
Agents run on weekdays, hourly or on events from your tools, and deploy to widgets, Slack, Discord, WhatsApp, Telegram and your own apps at once.
Decide what agents may do, require human approval for sensitive actions and review every conversation and run in one history.
Open-source workflow automation built for AI agents and technical teams
Build automations with a visual node editor, then insert JavaScript or Python code nodes when you need custom logic.
Connect to 500+ native services, any REST API via HTTP nodes, and any agent or coding assistant through MCP.
Run agents alongside regular steps, inspect every decision, and add structured inputs, guardrails and human approval steps.
Watch workflows execute live, open past runs, replay a run with mocked data and re-run just the step that failed.

SpecialistThe AI workspace where teams and agents get work done together

Unmatched ecosystem of app connectors and reliability, but significantly more expensive and lacks n8n's self-hosting freedom.
Unmatched ecosystem of app connectors and reliability, but significantly more expensive and lacks n8n's self-hosting freedom.

SpecialistChat with 30+ leading AI models in one clean, fast workspace
SpecialistChat with 30+ leading AI models in one clean, fast workspace
No-code builder for custom AI agents and workflows
No-code builder for custom AI agents and workflows

SpecialistBuild autonomous AI agents for WhatsApp, email, voice, and every channel your customers use.

Free / Open-sourceOutstanding open-source visual canvas for RAG pipelines and LLM agents, but less suited for general API integrations.
Free / Open-sourceOutstanding open-source visual canvas for RAG pipelines and LLM agents, but less suited for general API integrations.

Free / Open-sourcePut always-on AI agents on your team chat

SpecialistMultiplayer AI where people and agents work side by side
SpecialistMultiplayer AI where people and agents work side by side
Turn one prompt into live business apps, AI agents and automated workflows

SpecialistBuild customer-facing AI agents for support, sales, and product guidance
SpecialistBuild customer-facing AI agents for support, sales, and product guidance
Powerful visual builder specifically tailored for complex AI agent workflows, but less mature for traditional enterprise automation.
Powerful visual builder specifically tailored for complex AI agent workflows, but less mature for traditional enterprise automation.

SpecialistDeveloper-first integration platform with granular code control, but lacks n8n's visual node-based workflow builder.