Gumloop
No-code AI workflow builder aimed at automating knowledge work, not just data plumbing.
Visit Gumloop Free tier, paid plans from $97/mo
Quick verdict
- Best for
- Ops and knowledge-work teams automating document-heavy processes
- Pricing
- Free tier, paid plans from $97/mo
- Not ideal if
- Pricing scales up quickly for higher-volume automation
What is Gumloop?
Gumloop is a no-code platform for building AI-powered automations — summarizing documents, extracting structured data, routing approvals — aimed specifically at knowledge-work tasks rather than generic app-to-app data syncing.
Key features
- Drag-and-drop builder with pre-built AI nodes
- Document parsing, summarization, and data extraction nodes
- Web scraping and enrichment nodes
- Scheduled and triggered automation runs
- Templates for common knowledge-work workflows
Pros
- Purpose-built AI nodes save time versus wiring a generic LLM call yourself
- Templates give a fast starting point for common use cases
- No-code builder is approachable for non-engineers
Cons
- Pricing scales up quickly for higher-volume automation
- Smaller integration ecosystem than long-established competitors
- Less flexible than a code-based approach for highly custom logic
Best for
Ops and knowledge-work teams automating document-heavy processesNon-technical teams wanting AI automation without writing codeTeams needing document extraction and summarization at scale
Alternatives to Gumloop
n8n
Open-source workflow automation with AI nodes, self-hostable for full control.
FreemiumFree self-hosted, cloud plans from $24/mo
Released January 2026
Relevance AI
Build and deploy custom AI agents without writing code.
FreemiumFree tier, paid plans from $19/mo
Released March 2026