Gumloop vs n8n

SpecialistExecutes autonomous multi-step web browser tasks, offering stronger general agentic execution than Gumloop's structured node pipelines.

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

No-code builder for custom AI agents and workflows

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

Builds recurring automated business workflows connected to enterprise applications, mirroring Gumloop's integration focus.

SpecialistMultiplayer AI where people and agents work side by side

Turn one prompt into live business apps, AI agents and automated workflows

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

SpecialistFocuses specifically on cloud web scraping and lead generation automation rather than general AI agent workflows.

Enterprise-grade security and robust workflow automation, but less focused on open-source self-hosting and consumer use cases.

Free / Open-sourceAn open-source no-code automation tool with a clean interface, but fewer native app integrations than n8n.

SpecialistExcels at automated document processing and data extraction, whereas Gumloop handles broader web automation and multi-app workflows.