# Adobe: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 15 judge labels across 9 categories by 7 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/adobe

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Content marketing platforms](https://www.gane.ai/index/gtm/marketing/content-marketing-platforms/index.md) | 0% | 84 | 33% | 3 |
| [Data clean rooms](https://www.gane.ai/index/gtm/gtm-data/data-clean-rooms/index.md) | 0% | 30 | 0% | 3 |
| [Creative automation platforms](https://www.gane.ai/index/gtm/marketing/creative-automation/index.md) | 0% | 98 | 50% | 2 |
| [Session replay and heatmaps](https://www.gane.ai/index/gtm/gtm-data/session-replay-and-heatmaps/index.md) | 0% | 52 | 100% | 2 |
| [Audience and consumer insights platforms](https://www.gane.ai/index/gtm/marketing/audience-and-consumer-insights/index.md) | 0% | 128 | 0% | 1 |
| [Conversational marketing platforms](https://www.gane.ai/index/gtm/marketing/conversational-marketing/index.md) | 0% | 89 | 100% | 1 |
| [Customer education and LMS](https://www.gane.ai/index/gtm/customer/customer-education-and-lms/index.md) | 0% | 77 | 100% | 1 |
| [Ecommerce search and merchandising](https://www.gane.ai/index/gtm/marketing/ecommerce-search-and-merchandising/index.md) | 0% | 45 | 100% | 1 |
| [Video advertising](https://www.gane.ai/index/gtm/marketing/video-advertising/index.md) | 0% | 63 | 0% | 1 |

## What the models said for it

- "Adobe occupies the unambiguous market leadership position leveraging its ubiquitous Creative Cloud suite... It is recommended for Adobe-centered campaign workflows." (Muse Glimmer 30B, Creative automation)
- "Need enterprise workflow and governance? Contently, Optimizely, Sprinklr, Adobe, Aprimo, Sitecore, or Storyteq." (GPT-5.4 mini, Content marketing)

## And against it

- "Adobe says prompts and generated results may be reviewed by automated and manual methods for abuse prevention and filtering. If confidentiality matters, that's worth reading closely." (GPT-5.4 mini, Creative automation)
- "Includes replay as one small feature among many. Only consider this if you already pay a massive amount to a vendor for your main analytics dashboard." (Qwen 3.7 Flash, Session replay)
- "better for larger teams with heavier creative operations and enterprise complexity... it may be more platform than many mid-market teams need" (GPT-5.4 mini, Content marketing)
- "Traditional LMS platforms (Litmos, Cornerstone, some Adobe offerings) were built for employee compliance training" (Kimi K2, Customer education)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 2 | 2 | 5 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 2 | 3 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 0 | 0 | 1 | 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 | 1 | 1 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Adobe, from 34 of the 38 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 12
- gane.ai/index: 8
- gartner.com: 5
- guideflow.com: 5
- growthmarketreports.com: 4
- learn.g2.com: 4
- softwareadvice.com: 4
- thecmo.com: 4
- abyssale.com: 3
- aidigital.com: 3

### Pages cited

- https://abyssale.com/blog/enterprise-creative-automation-comparison-2026: 3
- https://bannerflow.com/blog/best-creative-automation-platforms-2026: 3
- https://gartner.com/en/documents/7668761: 3
- https://gartner.com/reviews/market/content-marketing-platforms: 3
- https://hubspot.com/pricing/content: 3
- https://liveramp.com/blog/what-to-look-for-in-a-data-clean-room-provider-a-guide: 3
- https://abyssale.com/best-creative-automation-platforms-compared: 2
- https://admonsters.com/what-are-the-top-data-clean-rooms-solutions: 2

## 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.

## In its own words

What Adobe's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Creative, marketing and document management solutions (https://adobe.com/)
- For: Whether you're a student, social influencer, creative professional, performance marketer, or global brand (https://adobe.com/)
- Price stated: Regularly at US$69.99/mo Alternatively at US$19.99/mo for the first year (annual, billed monthly). (https://adobe.com/)
- Starting price: 19.99 (https://adobe.com/)
- Free plan or trial: Free trial (https://adobe.com/)

## 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.