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Platform · ai agent automation

Gumloop

A no-code, drag-and-drop builder for AI-powered automation workflows

est. 2023United StatesAI ecosystem: high
Visit Gumloopwww.gumloop.com

The verdict

Gumloop is a no-code platform for building AI automation workflows by dragging and connecting steps. Teams use it for operations, reporting and data tasks that mix AI with app integrations.

What it is

Gumloop assembles workflows on a canvas where each node does a step, scraping a page, calling a model, transforming data, or pushing to another app. It positions against general automation tools by making AI steps first-class. Reusable flows suit repeat operations and reporting. The honest limits: AI steps can produce inconsistent output that needs validation, complex flows get hard to debug, and usage-based pricing scales with how much the workflows run.

Strengths

  • Drag-and-drop canvas makes AI steps first-class in a workflow
  • Reusable flows suit repeat operations and reporting tasks
  • Combines scraping, model calls and app outputs in one pipeline

Trade-offs

  • AI steps can return inconsistent output that needs validation
  • Complex flows become hard to debug as they grow
  • Usage-based pricing scales with how often workflows run

Best for

Building a repeating workflow that combines scraping or data steps with AI processing and app outputs.

Not for

Teams needing strictly deterministic automation, since AI steps can return inconsistent results to validate.

The AI ecosystem

Integrations with many apps, templates, public API, multi-LLM AI steps, and a no-code drag-and-drop builder. AI-automation ecosystem; connects across the stack like Zapier/Make.

Public APIZapierGumloop integrations / templates

Pricing

Free tier; paid Starter and Pro/Enterprise plans scaling by credits/runs/seats (roughly from the low tens of dollars per month upward). Usage/credit-based for AI runs.

Free

Free

$0

  • limited credits
  • build flows

Starter

Custom

  • more credits
  • core automation

Pro/Enterprise

Custom

  • teams/scale
  • advanced

What people build with it

AI workflow automationdata scraping and enrichmentreporting and ops automationcontent workflowsapp-to-app integration

Frequently asked

What is Gumloop?
A no-code platform for building AI automation workflows by dragging and connecting steps that scrape, transform, call models and push to apps.
How is Gumloop different from Zapier?
Gumloop makes AI steps first-class within a visual flow, while general automation tools center on wiring app triggers and actions together.
Does Gumloop need coding?
No. It is no-code, though building reliable flows that combine AI and data steps still takes iteration and validation.
What should I watch out for with Gumloop?
AI steps can return inconsistent results, complex flows get hard to debug, and usage-based pricing rises with how often workflows run.