Gumloop

Gumloop is an AI-first workflow builder with a visual node canvas, designed for ops and growth teams who need to process unstructured data (web pages, PDFs, emails) at scale. Compared to Zapier it leans much harder into AI, with first-class nodes for LLM calls, scraping, and enrichment, plus an agent layer. In 2026 it has become one of the most-recommended no-code AI automation platforms, with a credit-based model and unlimited seats even on its entry paid plan.

Key features

• Visual AI workflow canvas with native LLM, scraping, and enrichment nodes
• Strong unstructured-data handling (PDFs, web pages, documents)
• AI agents and 25 concurrent agent interactions on Pro
• Unlimited seats and teams on the Pro plan
• Credit-based pricing with team usage analytics

Pros & cons

Gumloop pricing

Gumloop uses a freemium pricing model, with paid plans from Free (5,000 credits); Pro from $37/mo. A free tier lets you test it before committing.

Who should use Gumloop?

Gumloop is best suited for Ops, growth, and research teams automating AI-heavy workflows over unstructured data. It earns its place for very AI-native with excellent unstructured-data and scraping support — though it's worth weighing the trade-off that aI-heavy flows burn credits fast (Opus/large-doc runs are costly).

Comparing options? See our best ai agents & automation tools guide, or browse every ai agents & automation tool tracked on Benchquill.

Gumloop FAQ

Is Gumloop free?

Gumloop is freemium. Pricing starts at Free (5,000 credits); Pro from $37/mo.

What is Gumloop best for?

Gumloop is best for Ops, growth, and research teams automating AI-heavy workflows over unstructured data.