AI automation & no code workflows (ai automation tools) , by Gumloop, Inc. , since 2023
Gumloop
AI workflow builder for automating scraping, enrichment, and internal ops tasks
- WEB
- API
What Gumloop does
Gumloop is a drag-and-drop AI automation builder (YC W24) that lets teams chain scraping, enrichment, LLM and app-action nodes into end-to-end workflows for sales, HR, engineering and finance tasks, without writing code.
What you get: Drag-and-drop AI workflow builder, Scraping + enrichment + LLM nodes, Unlimited seats (Pro), VPC deployment (Enterprise).
Typical jobs: Automating recruiting/HR screening workflows; Sales lead scraping + enrichment pipelines; Internal engineering/ops task automation with AI steps.
Worth knowing: Third-party review sites (G2, Trustpilot, Capterra, Product Hunt) returned only CAPTCHA/404 pages during verification, so no third-party-sourced complaints could be independently confirmed; cons below rely on the official pricing page instead. Recommend re-checking G2/Capterra manually before publishing.
Pricing and plan limits
Verified August 2026| Plan | Monthly | Annual (per mo) | Limits |
|---|---|---|---|
| Pro | $37 | n/a | 20,000 credits/month (7,400 base + 12,600 bonus), 5 concurrent runs, 25 concurrent agent chats, unlimited seats |
| Enterprise | not disclosed | n/a | Custom credits/concurrency |
Where it wins
- Only two straightforward pricing tiers plus Enterprise, simpler than most competitors' multi-tier task-volume matrices
- Unlimited seats on the Pro plan removes per-user cost concerns for small teams
- Y Combinator-backed with a fast-moving AI-node feature set aimed squarely at agentic workflows
Where it falls short
- No permanent free plan, only a 14-day free trial on Pro, unlike most competitors in this list that offer an ongoing free tier
- Concurrent-run cap of 5 on the only self-serve plan can bottleneck teams running several workflows at once
- As a 2023-founded product, public third-party review coverage (G2/Trustpilot/Capterra) is still thin, making independent complaint verification harder than for older tools
How we scored it
Full methodology| Criterion | Weight | Score | Contribution |
|---|---|---|---|
| Capability | 30% | 7.0 | 2.10 |
| Value for money | 25% | 5.0 | 1.25 |
| Ease of use | 15% | 6.0 | 0.90 |
| Maturity | 15% | 4.0 | 0.60 |
| Support & docs | 10% | 5.0 | 0.50 |
| Momentum | 5% | 7.0 | 0.35 |
| Weighted total | 100% | 5.7 | 5.70 |
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Chosen by editors, not sponsors
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