Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Spion records 0 monthly visits with 0% growth and Freemium pricing.
Build, deploy, and govern production-ready agentic AI workflows
Record your browser work once, and let Spion turn it into an automation that runs without you.
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| Primary Market & Share | 🇨🇳 China (46.7%) | 🌐 Global (—) |
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| Direct Visits / mo | 470.6K | 0 |
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| User Rating | 4.8 | 4.4 |
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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.
Record your browser work once, and let Spion turn it into an automation that runs without you.
One click starts capturing your actions across tabs, forms and dashboards, with zero configuration and no script to write.
Spion scans the recorded steps, identifies the repeating pattern, and rebuilds it as an optimised workflow with a proper trigger rather than replaying every click.
Finished workflows drop into n8n, Make, Zapier, Workato or Claude as importable files, recipes or prompts, so you keep using the tools you already trust.
Spion also generates an editable, enablement-grade PDF or SOP so colleagues can follow a documented process rather than guess.
Automate work across thousands of apps — no code required
Free / 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.
Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.
The agentic AI browser that reads your tabs, files, and screenshots as context
Free / Open-sourceOpen-source desktop AI workforce that runs browser, file, and app tasks for you
One browser agent that combines every major AI model with web automation
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
Organize, search and export your AI chats across ChatGPT, Gemini, Claude and Grok
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.
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 agentic AI browser that reads your tabs, files, and screenshots as context
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
Organize, search and export your AI chats across ChatGPT, Gemini, Claude and Grok
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.
