Gumloop
No-code builder for AI workflows and agents, strong on research and scraping.
- Supervision needed
- Medium Flows are predictable when inputs are clean. Scraping and research steps need spot checks.
- Where it tends to fail
- Websites that change layout, and AI summaries that miss or invent details from sources.
- Pricing
- Pro from $37/month (20,000 credits); free plan available. Pricing page (Checked Oct 2026)
- Website
- https://www.gumloop.com
The supervision level and failure notes are our editorial judgment from how these tools are built and used, not test results or ratings. Your setup may differ.