# Adobe Mix Modeler: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 10 judge labels across 1 category by 7 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/adobe-mix-modeler

## 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% | 85 | 40% | 10 |

## What the models said for it

- "Unified MTA + MMM on Experience Platform; AI-powered; strong for enterprises already in Adobe stack." (Grok 4.20, Attribution & MMM)
- "Enterprise suites | Adobe Mix Modeler, Google Meridian, Salesforce Marketing Cloud Intelligence" (Kimi K2, Attribution & MMM)
- "Best for: Large enterprises on Adobe Experience Platform" (Qwen 3.7 Flash, Attribution & MMM)
- "Best for: Teams already in the Adobe ecosystem" (DeepSeek V4 Flash, Attribution & MMM)

## And against it

- "What to Avoid on a Limited Budget - Adobe Analytics / Adobe Mix Modeler — enterprise pricing ($2,000+/mo)" (DeepSeek V4 Flash, Attribution & MMM)
- "it has only one review on G2 and zero on Capterra after years of existence... a *massive* red flag on the lack of independent validation" (DeepSeek V4 Flash, Attribution & MMM)
- "It is generally more agile and user-friendly than enterprise giants like Adobe." (Qwen 3.7 Flash, Attribution & MMM)
- "implementation effort is substantial and it is not a universal solution" (Perplexity Sonar, Attribution & MMM)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 2 | 3 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| 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 Adobe Mix Modeler, from 30 of the 32 answers that named it (only the models that return a source list).

### Domains cited

- admetrics.io: 19
- aboutmartech.com: 16
- gane.ai/index: 15
- usermaven.com: 15
- sellforte.com: 14
- mammoth.io: 11
- cometly.com: 9
- improvado.io: 9
- measured.com: 9
- segmentstream.com: 9

### Pages cited

- https://admetrics.io/compare/best-marketing-mix-modeling-tools-software: 19
- https://mammoth.io/blog/marketing-attribution-software: 11
- https://segmentstream.com/blog/articles/best-mmm-software-tools: 8
- https://usermaven.com/blog/enterprise-marketing-attribution-platforms: 8
- https://vexpower.com/mmm/marketing-mix-modeling-software: 8
- https://www.gane.ai/index/gtm/marketing/attribution-mmm/2026-09/enterprise: 7
- https://aboutmartech.com/blog/how-to-choose-attribution-software: 6
- https://www.gane.ai/index/gtm/marketing/attribution-mmm/enterprise: 6

## The company

Adobe; https://www.adobe.com/; San Jose, United States; founded 1982; about 25,988 employees (2021); public, ABS on London Stock Exchange. From Wikidata, fetched 2026-09-14.

## What it publishes

Every page adobe.com exposes, read 2026-09-29: 24667 addresses. By kind, pages and the last 90 days:

- blog: 13857 pages, 0 in the last 90 days, latest 2025-06-01
- case study: 55 pages, 0 in the last 90 days, latest 2020-11-01
- webinar or virtual event: 147 pages, 0 in the last 90 days, latest 2022-10-01
- conference or event: 481 pages, 0 in the last 90 days, latest 2024-01-01
- report or ebook: 1261 pages, 0 in the last 90 days, latest 2023-10-01
- comparison: 82 pages, 0 in the last 90 days, latest 2022-01-01
- template or tool: 40 pages, 0 in the last 90 days, latest 2023-04-01
- glossary or explainer: 52 pages, 0 in the last 90 days, latest 2023-02-01
- podcast or video: 217 pages, 0 in the last 90 days, latest 2023-07-01
- news or press: 13 pages, 0 in the last 90 days, latest 2020-04-01
- Recent: 2025-06-01 blog: Power up your productivity with latest adobe illustrator release https://blog.adobe.com/en/publish/2025/06/20/power-up-your-productivity-with-latest-adobe-illustrator-release.html
- Recent: 2024-01-01 conference or event: Experience all that summit has to offer https://blog.adobe.com/en/publish/2024/01/09/experience-all-that-summit-has-to-offer.html
- Recent: 2024-01-01 blog: Adobes creative impact shines bright 2023 emmy awards https://blog.adobe.com/en/publish/2024/01/04/adobes-creative-impact-shines-bright-2023-emmy-awards.html
- Recent: 2024-01-01 blog: Haileybury paves new career pathways adobe acrobat sign https://blog.adobe.com/en/publish/2024/01/09/haileybury-paves-new-career-pathways-adobe-acrobat-sign.html
- Recent: 2024-01-01 blog: Ai trends 2024 predictions next wave business innovation https://blog.adobe.com/en/publish/2024/01/08/ai-trends-2024-predictions-next-wave-business-innovation.html
- Recent: 2024-01-01 blog: Adobe introduces major new audio updates premiere pro ahead 2024 sundance film festival https://blog.adobe.com/en/publish/2024/01/16/adobe-introduces-major-new-audio-updates-premiere-pro-ahead-2024-sundance-film-festival.html

## 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.