Gumloop

Category: Automation/Workflow

AI automation builder for non-engineers wiring up agents and tools.

Gumloop is a no-code AI workflow builder, visual canvas, drag-and-drop nodes, and a library of AI primitives (LLM calls, web scraping, document parsing, integrations) that you chain into automations. Sits between Zapier (simpler, API-to-API) and full code (n8n self-hosted or custom Python). Marketers use it for lead enrichment, content production pipelines, competitor monitoring, and any workflow where Zapier hits its ceiling on AI logic. The interface looks intimidating at first; the AI templates make onboarding manageable.

Our verdict

AI workflow builder for marketers who've outgrown Zapier on the AI side. Best when you want LLM steps, scraping, and document parsing wired together without writing code.

Best for: Growth ops and marketing operators wiring up AI workflows beyond what Zapier or Make handle natively.

Pros

• Visual builder makes complex AI workflows accessible
• Strong library of AI primitives and integrations
• Pricing competitive with Make for AI-heavy use

Cons

• Steeper learning curve than Zapier
• Community and template ecosystem is smaller than mainstream tools
• Pricing scales with run volume

Pricing: Free + paid from $97/mo (Freemium)

Rating: 4/5