Gumloop
AI workflow builder that feels like Zapier for LLMs.
Best for
Best for small ops and growth teams who run AI-heavy workflows like scraping, enrichment, and content drafting.
At a glance
- Pricing
- freemiumfrom $97/mo
- Setup time
- 30 minutes for a first flow
- Learning curve
- easy
- Last verified
- 5/21/2026
What we love
- ✓Fastest way to chain LLM steps without code
- ✓Pre-built templates for common growth flows
- ✓Active Discord community sharing flows
Where it falls short
- −Credit pricing can spike on heavy scraping
- −Limited error-handling primitives versus Tines or n8n
- −No on-prem or self-hosted option
Pricing
✓ Pricing verified Jun 21, 20264 tiers
Free
per month
- ✓1,000 credits
- ✓Public flows
- ✓Community support
Starter
per month
- ✓30,000 credits
- ✓Private flows
- ✓Priority queue
Pro
per month
- ✓100,000 credits
- ✓Team seats
- ✓Higher concurrency
Enterprise
annual contract
- ✓Custom credits
- ✓SSO
- ✓Dedicated support
Why we picked it
Gumloop nails the LLM-in-a-loop pattern. If your automation needs to think, not just route, this is friendlier than building it from scratch.
Overview
Gumloop is a node-based automation tool built around AI tasks — scraping, summarizing, classifying, enriching. It runs flows on a credit system and emphasises reusable subflows. Popular with small ops teams chaining LLM steps without writing code.
Key features
- ●Node-based visual builder
- ●Built-in scraper and web crawler nodes
- ●Subflow library for reusable logic
- ●Credit-based pricing with predictable caps
- ●Bring-your-own API key option
- ●Schedule, webhook, and on-demand triggers
- ●Native integrations with Google Sheets, Airtable, Slack
Best use cases
Lead enrichment
Pull domain from a sheet, scrape the homepage, summarise the company, write back.
Content repurposing
Take a blog URL, generate LinkedIn, Twitter, and email versions.
Competitive monitoring
Crawl competitor pricing pages weekly and diff into a Slack digest.
Integrations
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