Attribution and marketing mix modeling · RankedAdobe Mix Modeler
Adobe Mix Modeler is a marketing mix modeling and attribution product from Adobe · adobe.com ↗
Gane, the publisher, sells software in Attribution & MMM, where this product is measured. It is measured there by the same method as every other product. How the conflict is handled.
Why models recommend it
“Unified MTA + MMM on Experience Platform; AI-powered; strong for enterprises already in Adobe stack.”Grok 4.20 · Comparative question · alternative
“Enterprise suites | Adobe Mix Modeler, Google Meridian, Salesforce Marketing Cloud Intelligence”Kimi K2 · Scale-constrained question · alternative
“Best for: Large enterprises on Adobe Experience Platform”Qwen 3.7 Flash · Comparative question · alternative
“Best for: Teams already in the Adobe ecosystem”DeepSeek V4 Flash · Comparative question · alternative
What gives them pause
“What to Avoid on a Limited Budget - Adobe Analytics / Adobe Mix Modeler — enterprise pricing ($2,000+/mo)”DeepSeek V4 Flash · Budget-constrained question · warning
“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 · Negative question · warning
“It is generally more agile and user-friendly than enterprise giants like Adobe.”Qwen 3.7 Flash · Direct question · warning
“implementation effort is substantial and it is not a universal solution”Perplexity Sonar · Negative question · warning
Also on the shortlist
The products named in the same answers as Adobe Mix Modeler, over the 32 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 20 | 6 | View → | |
| 20 | 2 | View → | |
| 20 | 0 | View → | |
| 19 | 2 | View → | |
| 19 | 1 | View → | |
| 16 | 1 | View → | |
| 16 | 0 | View → | |
| 16 | 0 | View → | |
| 15 | 1 | View → | |
| 13 | 3 | View → |
What the models named instead of Adobe Mix Modeler →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Adobe Mix Modeler's own site, not checked by Gane.
- Headquarters
- San Jose, United States
- Founded
- 1982
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 30 of the 32 answers that named Adobe Mix Modeler and are not a share of its labels.
Domains cited
111 of the 126 domain citations in answers naming Adobe Mix Modeler came from a third party's page. Fifteen were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages cited
Pages are listed as the models cited them.
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 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 13,857 | 0 | 2025-06-01 | DAM, Mobile apps | |
| Report or ebook | 1,261 | 0 | 2023-10-01 | Direct mail, SEO | |
| Conference or event | 481 | 0 | 2024-01-01 | DAM, DMP | |
| Podcast or video | 217 | 0 | 2023-07-01 | ||
| Webinar or virtual event | 147 | 0 | 2022-10-01 | ||
| Comparison | 82 | 0 | 2022-01-01 | DMP | |
| Case study | 55 | 0 | 2020-11-01 | ||
| Glossary or explainer | 52 | 0 | 2023-02-01 | ||
| Template or tool | 40 | 0 | 2023-04-01 | ||
| News or press | 13 | 0 | 2020-04-01 |
Most recent
- 2025-06-01Power up your productivity with latest adobe illustrator release blog
- 2024-01-01Experience all that summit has to offer conference or event
- 2024-01-01Adobes creative impact shines bright 2023 emmy awards blog
- 2024-01-01Haileybury paves new career pathways adobe acrobat sign blog
- 2024-01-01Ai trends 2024 predictions next wave business innovation blog
- 2024-01-01Adobe introduces major new audio updates premiere pro ahead 2024 sundance film festival blog
How it is countedHide how it is counted
Every page adobe.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Of its titles that name a category, most name DAM (27); 0 name the category the models place it in. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.