Gumloop

AI-first workflow automation platform for building powerful automations with LLMs, web scraping, and data pipelines — without writing code

FreemiumCoding Agents & Automation

Free tier with limited runs; Starter at $97/month

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Overview

Gumloop is a modern workflow automation platform built from the ground up for AI-powered workflows. Where traditional automation tools added AI as an afterthought, Gumloop's core primitives are LLM calls, web scrapers, and data transformers — making it significantly more powerful than Zapier for AI-heavy use cases.

Key Features

Visual workflow builder with LLM nodes as first-class primitives
Web scraping nodes for extracting data from any website
File processing: PDFs, spreadsheets, and documents as workflow inputs
Multi-model support: GPT-4, Claude, Gemini in the same workflow
Custom code nodes for Python and JavaScript
Scheduled and webhook-triggered automation

Pricing: Free tier with 1,000 credits; Starter at $97/month for production use.

Pros

Built for AI-first workflows — LLMs are a core primitive, not an add-on
Web scraping built in without needing external integrations
Multi-model: use different AI models in different steps of the same workflow
Much more powerful than Zapier for data-heavy automation

Cons

More expensive than Zapier for simple trigger-action automations
Smaller integration library than established automation tools
Learning curve for complex multi-step workflows

Product Updates

Gumloop@gumloop

Your agents are powerful. That's exactly why you need guardrails App Policies are live in Gumloop: - only send emails to external recipients - never post to # general - never delete records in salesforce without GTM approval You set the rules. Agents follow them - always

10May 7, 2026View on X ↗

Gumloop@gumloop

Your agent can now delegate work to other agents. Any agent can spin up focused clones of itself, or call specialists you've already built. Each runs in its own context window. Available for all users.

29May 5, 2026View on X ↗

Gumloop@gumloop

200 Canadians, 10kg of cheese curds, 20 litres of the finest St-Hubert poutine sauce made for the perfect evening

30Apr 3, 2026View on X ↗

Gumloop@gumloop

we stopped cold calling and started cold gumballing 🍬 our SDRs sourced 300 lbs of custom gumballs and shipped machines to tech companies we knew would love gumloop it was a ton of effort but has had a 70%+ reply rate we have a few extras. DM or comment if you want one

46Apr 1, 2026View on X ↗

Gumloop@gumloop

Gumloop agents can now monitor the situation. Tell it what to look for across any app, any condition. When the moment hits, it acts. Gumloop agents used to only work with you, now - they can also work for you. Try it out on Gumloop today.

36Mar 31, 2026View on X ↗

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Gumloop

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