Your always-on AI teammate inside the Notion workspace
#1Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Ottic records 956 monthly visits with -6.8% growth and Freemium pricing.

An always-on AI agent that does your busywork across the tools you already use
| -70 (-6.8%) |
| Primary Market & Share | 🇨🇳 China (46.7%) | 🇬🇹 Guatemala (100%) |
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| Direct Visits / mo | 470.6K | 432 |
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| User Rating | 4.8 | 4.2 |
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| Supported Platforms | Website | Website |
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Build, deploy, and govern production-ready agentic AI workflows
A visual canvas where retrieval, branching, tool calls, human review, and model steps form a visible, testable execution path you can debug and hand off.
Create agents through chat or manual configuration, give them skills, tools, and knowledge, then ship them as apps, embeds, or reusable nodes inside workflows.
Build repeatable ingestion pipelines for documents, sites, and drives, with extraction, cleaning, chunking, indexing, and retrieval testing before you go live.
Install model providers, tools, data sources, and MCP integrations once and reuse approved plugins across every app in the workspace.

An always-on AI agent that does your busywork across the tools you already use
Describe what you need in plain language and Ottic handles the sequence of steps, from research to drafting to sending.
Connects to Gmail, Slack, Notion, HubSpot, Drive, Calendar, Sheets and more, plus databases and the wider web, so tasks can span systems.
Teach Ottic a repeatable workflow once, or pick from a large shared library of community playbooks for common jobs.
Set recurring tasks such as weekly reports or daily inbox triage that run autonomously on a schedule, even when your computer is off.
Your always-on AI teammate inside the Notion workspace
#1Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
#2Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility.
The AI-native CRM for agentic revenue teams

Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.

The environments frontier AI trains on, and the agents that do the recurring work

AI agents that run recurring business work for your team

SpecialistProvides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.

Build, share, and control AI agents that actually do the work
Free / Open-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.

Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines.

Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code.
Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.
Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility.
Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.
The environments frontier AI trains on, and the agents that do the recurring work
AI agents that run recurring business work for your team
SpecialistProvides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.
Build, share, and control AI agents that actually do the work
Free / Open-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.
Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines.
Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code.