Gumloop
Gumloop
Freemium
Gumloop is a no-code automation platform where the workflow nodes aren't just "if/then" — they're AI agents that can scrape, research, extract, summarize, and decide. It's what Zapier or Make would look like if they were rebuilt for the AI era, with 115+ pre-made blocks, MCP support, scheduled triggers, and team controls in one product. The visual builder lets you chain AI operations into workflows that would otherwise require custom code: batch-process documents, run research across multiple sources, extract structured data from unstructured text, then route the results. Credit-based pricing means costs scale with usage, which can get expensive on heavy workflows. The learning curve is steeper than basic automation tools — Gumloop assumes you know what you want to automate and focuses on making the AI parts easy, not on teaching automation basics.
Freemium
Keywords
automation, workflow, no-code, ai agents, zapier alternative, data extraction, scraping
- AI-native nodes: Workflow blocks that scrape, research, extract, summarize, and decide — not just trigger/action pairs.
- 115+ pre-made blocks: Ready-to-use components for common AI automation patterns.
- MCP support: Connect to AI model providers and tools through the Model Context Protocol.
- Visual builder: Drag-and-drop interface for chaining complex AI operations without code.
TMRW VERDICT
Automation where the steps can think
by TMRW Team·Sep 14, 2026
Gumloop fills a gap between basic automation (Zapier, Make) and custom code. If you've ever built a Zap and wished one of the steps could read a document, extract the key points, and decide what to do next — that's exactly what Gumloop's AI nodes do. The 115+ block library covers the common patterns: document processing, web research, data extraction, CRM updates.
The trade-off is complexity. Gumloop assumes you already understand automation concepts. It doesn't hold your hand through "what is a trigger" — it focuses on making the AI parts accessible. If you've never used an automation tool, start with Zapier. If you've hit Zapier's ceiling because your workflows need reasoning, Gumloop is the upgrade.
Best for operations, marketing, and data teams running repetitive workflows that require judgment — not just data movement. The credit-based pricing is the watch-out: estimate your volume before committing, because heavy workflows can get expensive quickly. Skip it if your automation needs are simple trigger-action pairs — you'll be paying for capabilities you don't use.