Gumloop is worth it for teams that want an AI-native automation builder focused on agents and LLM workflows rather than traditional app plumbing. It's best at drag-and-drop AI pipelines, document processing, and no-code agents with reflections and guardrails. It falls short on breadth: fewer integrations than Zapier or Make, a credit-based model that can get costly for heavy AI usage, and it's a younger, less battle-tested platform.
What is Gumloop?
Gumloop is a no-code platform built specifically around AI-driven automations, using a node-based canvas where LLM steps are first-class citizens. It is designed for workflows that involve scraping, summarizing, extracting, and transforming content with AI rather than only shuffling data between apps. It targets teams that want to build AI workflows without writing code.
Best for
Teams building AI-heavy workflows like scraping, summarizing, and enrichment on a visual canvas.
Not for
Teams needing the widest integration catalog or simple non-AI automations better served by Zapier or Make.
Strengths
- Built AI-first, so LLM steps are core rather than add-ons
- Node-based canvas suited to scraping and content processing
- Handy for enrichment, extraction, and summarization pipelines
- Templates and shared flows to start from common use cases
- Approachable for non-developers who want to build AI workflows
Limitations
- Smaller app connector catalog than the largest automation tools
- Newer product, so the ecosystem is still maturing
- Heavy AI usage can make run costs harder to predict
Gumloop pricing
Priced per credit, where credits are consumed by workflow and AI agent runs; plans bundle a monthly credit allotment plus seats and concurrency.
| Plan | Price | What you get |
|---|---|---|
| Free | $0 | 5,000 credits/mo, 1 seat, unlimited flows & agents, 2 concurrent runs |
| Pro | ~$37/mo | 20,000+ credits/mo, unlimited seats, agent reflections, guardrails, 1 MCP server |
| Enterprise | Custom | Custom credits, RBAC, SCIM/SAML, audit logs, VPC |
Pricing reflects public plans as of May 20, 2026 and can change. Check Gumloop for the latest.
Gumloop FAQ
How much does Gumloop cost?
Gumloop has a free plan with 5,000 credits/month and 1 seat. The Pro plan is around $37/mo (with ~20% off annual) for 20,000+ credits and unlimited seats. Enterprise is custom-priced with added security and governance features.
Is Gumloop free?
Yes, Gumloop offers a free tier with 5,000 credits per month, one seat, unlimited flows and agents, and two concurrent runs. It's suited for testing AI workflows before upgrading to Pro for more credits and team features.
Gumloop vs Zapier: what's the difference?
Gumloop is AI-native, built around LLM agents and no-code AI pipelines, while Zapier focuses on connecting thousands of apps for general automation. Zapier has far more integrations; Gumloop is stronger for AI-heavy document and reasoning workflows.
Can Gumloop build AI agents?
Yes, AI agents are Gumloop's core strength. It offers unlimited agents, drag-and-drop AI pipeline building, agent reflections, connector guardrails, and MCP server hosting, making it purpose-built for no-code AI agent and LLM workflow creation.
What are credits in Gumloop?
Credits are Gumloop's usage unit, consumed when you run flows and AI agents. The free plan includes 5,000 credits monthly and Pro includes 20,000+, with heavier AI and LLM steps consuming more credits per run.
Looking at alternatives? Gumloop and Autonoly overlap a lot: both put AI at the center and handle scraping and processing. The main difference is interface. Gumloop leans on its canvas, while Autonoly leans on plain-English task descriptions plus a scheduler, so the choice comes down to whether you prefer building the graph or stating the goal. See the Autonoly review.