Gumloop
AI automation framework with visual flows, triggers and credits based pricing, good for stitching APIs, scrapers and LLM prompts into reliable ops without heavy engineering.
Overview
Gumloop lets teams build no code and low code automations that combine data collection, enrichment and LLM reasoning. You design flows on a canvas, connect apps, add conditions and run them on schedules or event triggers. Credits meter executions in a transparent way while you keep full control over keys and models.
A free tier includes enough credits to prototype, then Solo and Team scale runs and seats for production. Typical jobs include lead enrichment, content generation with guardrails, site scraping with parsing, and internal operations like QA checks or alerts. Because flows are saved and versioned, you can promote a working prototype into repeatable automation with minimal rework.
Key features
- Drag and drop flow builder with conditions
- Event triggers schedules and webhooks
- 2000 free monthly credits to prototype
- Bring your own API keys and LLM models
- Concurrent runs and active trigger limits
- Unlimited nodes and flows per workspace
- Team seats with role controls and folders
- Logs error handling and retry policies
Best for
- Automate lead enrichment from multiple sources
- Scrape listings then structure and clean data
- Generate product descriptions with guardrails
- Route support tickets with classification
- Run SEO checks and post reports to Slack
- Watch competitors and alert on changes
- Backfill CRMs with nightly sync jobs
- QA exported data before publishing
Capabilities
Visual Flow Builder
Compose steps for HTTP calls, parsing, prompts and storage while keeping logic readable for non engineers.
Triggers and Schedules
Fire flows on webhooks or cron, set concurrency and retries and keep runs predictable with credits.
Keys and Models
Use your own API keys and choose LLM providers to manage cost, privacy and output quality.
Teams and Logs
Add seats, roles and run logs so operations are auditable and easy to hand off.
Frequently Asked Questions
Is there a free plan to test before paying?
Yes, the Free plan includes around 2000 credits per month for prototyping with 1 seat and baseline concurrency.
What does paid pricing start at for individuals?
Solo starts at about 37 per month for 10k credits and scales with higher credit bundles when usage grows.
How many teammates can I add on the first team tier?
Team starts with multiple seats bundled and higher credit allowances so shared automations are viable from day one.
Do I need to bring my own API keys for data and LLMs?
Yes, BYO keys give control over cost and providers while Gumloop meters runs with credits.
Can I run scrapers responsibly without bans?
Use rate limits, retries and respect robots rules; Gumloop provides controls but site policies still apply.
Does Gumloop replace full blown RPA?
It covers many web and API tasks; heavy desktop automation and legacy UIs may still need RPA software.
How are failures handled during long runs?
Flows include step level logging and retries so you can pinpoint errors and resume safely.
Is there an audit trail for compliance reviews?
Run logs and role based access help demonstrate who changed what and when for internal reviews.
