# Gumloop: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 2 judge labels across 2 categories by 2 of 12 models. Page: https://gtm-ai-index.com/vendors/gumloop/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| SEO and content optimization platforms | 0% | 47 | 0% | 1 |
| Workflow automation and iPaaS | 0% | 24 | 0% | 1 |

## What the models said for it

- "Want AI to autonomously handle tasks | Lindy AI or Gumloop" (Kimi K2, Automation & iPaaS)
- "AI automation? → Gumloop or AirOps" (Mistral Small, SEO)

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, September 2026 Edition, gtm-ai-index.com.