# Gumloop: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 2 categories by 3 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/gumloop

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI marketing agents](https://www.gane.ai/index/gtm/marketing/ai-marketing-agents/index.md) | 0% | 60 | 0% | 2 |
| [Workflow automation and iPaaS](https://www.gane.ai/index/gtm/gtm-data/workflow-automation-and-ipaas/index.md) | 0% | 42 | 0% | 1 |

## What the models said for it

- "Use a no-code agent engine like Lindy or Gumloop to connect disparate APIs together." (Gemini 3.5 Flash, AI marketing agents)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Gumloop, from 8 of the 8 answers that named it (only the models that return a source list).

### Domains cited

- make.com: 3
- arahi.ai: 2
- braze.com: 2
- emarketed.com: 2
- gane.ai/index: 2
- growthmethod.com: 2
- lindy.ai: 2
- mindstudio.ai: 2
- nexos.ai: 2
- ones.com: 2

### Pages cited

- https://arahi.ai/blog/ai-agents-for-marketing: 2
- https://braze.com/resources/articles/ai-marketing-agents: 2
- https://emarketed.com/resources/top-10-ai-marketing-agents-2026: 2
- https://growthmethod.com/best-marketing-ai-agent-builders: 2
- https://make.com/blog/best-automated-workflow-tools-for-scaling-manual-processes: 2
- https://mindstudio.ai/blog/ai-agents-for-marketing-teams: 2
- https://nexos.ai/blog/zapier-alternatives: 2
- https://pathopt.com/blog/workflow-automation-small-business: 2

## In its own words

What Gumloop's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Gumloop is the multiplayer AI agent builder. (https://gumloop.com/)
- For: Let anyone at your company build agents with any AI model, any integration while IT controls access. (https://gumloop.com/)
- Price stated: Free plan; Pro plan from $37/month after a free 14-day trial (https://gumloop.com/)
- Starting price: 37 (https://gumloop.com/)
- Free plan or trial: Free 14-day trial available (https://gumloop.com/)
- Integrations claimed: 300 (https://gumloop.com/); 30 (https://www.gumloop.com/pricing); 100 (https://www.gumloop.com/products/cli) (pages disagree)
- Certifications: SOC 2 Type II, GDPR
- Hosting: AWS, Azure, Google Cloud
- Customers named: Instacart, Samsara, Gusto, Verkada, Ramp, Shopify, Opendoor, Remote

## What it publishes

Every page gumloop.com exposes, read 2026-09-29: 1148 addresses. By kind, pages and the last 90 days:

- blog: 121 pages, 0 in the last 90 days, latest undated
- case study: 5 pages, 1 in the last 90 days, latest 2026-09-22
- webinar or virtual event: 4 pages, 0 in the last 90 days, latest undated
- conference or event: 14 pages, 0 in the last 90 days, latest undated
- report or ebook: 2 pages, 0 in the last 90 days, latest undated
- comparison: 53 pages, 0 in the last 90 days, latest undated
- template or tool: 190 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 3 pages, 0 in the last 90 days, latest undated
- podcast or video: 9 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-22 case study: Fal ai https://www.gumloop.com/customers/fal-ai
- Recent: 2026-03-11 case study: Gusto https://www.gumloop.com/customers/gusto
- Recent: 2026-02-23 case study: Samsara https://www.gumloop.com/customers/samsara

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.