Gumloop
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.

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
- Start from a template such as lead enrichment or content repurposing.
- Wire the input, LLM and output nodes together.
- Test on a small batch, then schedule it.
Core Advantages
- βHandles data pipelines, not just text
- βCheaper than bespoke scripts
- βReadable visual graph
Who It's For
Pricing & Free Trial
| Plan | Price | Notes |
|---|---|---|
| Starter | ~$97 / month | Scheduled flows, more credits |
| Pro | ~$297 / month | Teams, 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.
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