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Gumloop

β˜…β˜…β˜…β˜…β˜…4.1AgentsPaidUpdated 27 Oct 2026

Zapier-style automation with LLM steps

Gumloop chains web scrapers, LLM nodes and app actions into workflows that can run on a schedule or an event.

gumloop.com
Gumloop homepage screenshot

Starter prompts

Copy one into Gumloop and swap the {braces} for your own details.

  • Research {topic} and return a short brief with sources. Ask before any irreversible action.
  • Break {goal} into steps, execute them, and report what you did after each step.
  • Watch {source} and tell me when {condition} changes, with a one-line summary.

Overview

Gumloop treats AI as one node among many. A flow might scrape a list of sites, summarise each with an LLM, deduplicate, then write rows to a sheet β€” all visually assembled. It sits between classic automation tools and code.

Key Features

Mixed nodes

Scraping, HTTP, LLM, loops and app actions in a single canvas.

Subflows

Reusable building blocks that keep large automations readable.

Scheduling

Run on cron, webhook or manual trigger.

How to Use

  1. Start from a template such as lead enrichment or content repurposing.
  2. Wire the input, LLM and output nodes together.
  3. Test on a small batch, then schedule it.

Core Advantages

  • βœ“Handles data pipelines, not just text
  • βœ“Cheaper than bespoke scripts
  • βœ“Readable visual graph

Who It's For

Growth teamsData opsAgencies

Pricing & Free Trial

Credit-basedIndicative β€” not yet re-checked
PlanPriceNotes
Starter~$97 / monthScheduled flows, more credits
Pro~$297 / monthTeams, higher concurrency

Free tier: 5,000 free credits on signup.

Prices are indicative β€” check the current list on gumloop.com

Frequently asked questions

What is Gumloop?
Gumloop chains web scrapers, LLM nodes and app actions into workflows that can run on a schedule or an event.
Is there a free plan for Gumloop?
5,000 free credits on signup.
How much does Gumloop cost?
Gumloop uses a credit-based model. The entry paid plan is ~$97 / month (Starter).
What can Gumloop do?
Its headline capabilities: mixed nodes; subflows; scheduling.
Who is Gumloop for?
It is aimed at growth teams, data ops, agencies.

Our Verdict

Good when your automation needs to touch the web and structured data. Pricing climbs quickly once flows run hourly.

Community rating

4.7
13 ratings

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