# Attribuly: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/attribuly

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Attribution and marketing mix modeling](https://www.gane.ai/index/gtm/marketing/attribution-mmm/index.md) | 0% | 58 | 0% | 1 |

## What the models said for it

- "Shopify/DTC store | Attribuly | $49/mo" (Kimi K2, Attribution & MMM)

## 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 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 0 | 0 | 1 |
| 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 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Attribuly, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- admetrics.io: 2
- whatarethebest.com: 2
- bluealpha.ai: 1
- cheapmmm.com: 1
- clicksgeek.com: 1
- digitalapplied.com: 1
- falia.co: 1
- gane.ai/index: 1
- github.com: 1
- heeet.io: 1

### Pages cited

- https://admetrics.io/compare/best-marketing-mix-modeling-tools-software: 2
- https://whatarethebest.com/marketing-attribution-and-analytics-platforms: 2
- https://bluealpha.ai/articles/best-marketing-mix-modeling-software: 1
- https://cheapmmm.com/blog/free-marketing-mix-model: 1
- https://clicksgeek.com/marketing-attribution-tracking-services: 1
- https://digitalapplied.com/blog/marketing-mix-modeling-2026-mmm-vs-attribution-playbook: 1
- https://falia.co/en/insights/marketing-strategy/marketing-mix-modeling-smb: 1
- https://www.gane.ai/index/gtm/marketing/attribution-mmm/2026-09/smb: 1

## 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.