# Salesforce Data Cloud: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 6 judge labels across 2 categories by 6 of 14 models. Page: https://www.gane.ai/index/it/vendors/salesforce-data-cloud

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Master data management](https://www.gane.ai/index/it/it-data/master-data-management/index.md) | 0% | 62 | 40% | 5 |
| [Customer identity and access management](https://www.gane.ai/index/it/identity/customer-identity-and-access-management/index.md) | 0% | 73 | 100% | 1 |

## And against it

- "scrutinize the roadmap... creates uncertainty for customers operating substantial non-Salesforce estates" (Perplexity Sonar, Master data)
- "Pure enterprise CDPs like Salesforce Data Cloud or mParticle, unless you have bigger budgets/resources." (Llama 4 Maverick, CIAM)
- "Users report a steep learning curve and integration challenges" (Mistral Small, Master data)

## 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 | 1 | 1 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 1 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 1 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| 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 Salesforce Data Cloud, from 14 of the 15 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 9
- gane.ai/index: 7
- atrocore.com: 5
- getorchestra.io: 5
- research.isg-one.com: 4
- semarchy.com: 4
- softwareadvice.com: 4
- bluestonex.com: 3
- geopostcodes.com: 3
- matchdatapro.com: 3

### Pages cited

- https://g2.com/categories/master-data-management-mdm/small-business: 6
- https://getorchestra.io/guides/best-master-data-management-tools: 5
- https://research.isg-one.com/market-perspectives/isg-buyers-guide-for-master-data-management-classifies-and-rates-software-providers: 4
- https://bluestonex.com/knowledge-bank/master-data-management-software: 3
- https://www.gane.ai/index/it/it-data/master-data-management/smb: 3
- https://geopostcodes.com/blog/comparison-master-data-management-tools: 3
- https://matchdatapro.com/enterprise-mdm-overkill-right-sizing-data-quality-stack: 3
- https://research.isg-one.com/buyers-guide/analytics_and_data/master_data_management/2024: 3

## In its own words

What Salesforce Data Cloud's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Discover Data 360 and see how to harness the power of real-time data from any source to take action across your business. (https://www.salesforce.com/data/demos/data-cloud)
- For: 기존 Salesforce 고객 (https://www.salesforce.com/kr/products/data-cloud)
- Price stated: 소비 기준으로, 사용하는 서비스에 대해서만 지불합니다. (https://www.salesforce.com/kr/products/data-cloud)
- Free plan or trial: 기존 Salesforce 고객은 Data 360이 페이지를 방문하면 무료로 를 시작할 수 있습니다. (https://www.salesforce.com/kr/products/data-cloud)
- Integrations claimed: 200 (https://www.salesforce.com/kr/products/data-cloud); 250 (https://www.salesforce.com/data/compare/data-cloud-vs-adobe-cdp) (pages disagree)
- Customers named: Wyndham, FedEx, uchicago medicine, Kawasaki, Heathrow, Saks, Sirius XM, Precina

## What it publishes

Every page salesforce.com exposes, read 2026-09-29: 10996 addresses. By kind, pages and the last 90 days:

- blog: 225 pages, 4 in the last 90 days, latest 2026-09-17
- case study: 98 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 4 pages, 0 in the last 90 days, latest undated
- conference or event: 8 pages, 1 in the last 90 days, latest 2026-09-08
- report or ebook: 29 pages, 1 in the last 90 days, latest 2026-09-09
- comparison: 44 pages, 0 in the last 90 days, latest 2026-04-23
- template or tool: 11 pages, 0 in the last 90 days, latest 2026-03-09
- glossary or explainer: 252 pages, 0 in the last 90 days, latest 2025-06-17
- podcast or video: 4 pages, 1 in the last 90 days, latest 2026-09-17
- news or press: 35 pages, 20 in the last 90 days, latest 2026-09-24
- Recent: 2026-09-24 news or press: Five dreamforce 2026 takeaways https://www.salesforce.com/news/stories/five-dreamforce-2026-takeaways/
- Recent: 2026-09-23 news or press: Higher education ai agents https://www.salesforce.com/news/stories/higher-education-ai-agents/
- Recent: 2026-09-17 blog: What does salesforce do https://www.salesforce.com/blog/what-does-salesforce-do/
- Recent: 2026-09-17 podcast or video: Building the agentic enterprise secrets from early adopters https://www.salesforce.com/news/stories/video/building-the-agentic-enterprise-secrets-from-early-adopters/
- Recent: 2026-09-16 news or press: Why we post trained our own reasoning model https://www.salesforce.com/news/stories/why-we-post-trained-our-own-reasoning-model/
- Recent: 2026-09-16 news or press: Missionsforce expansion agents nvidia openai partnerships https://www.salesforce.com/news/stories/missionsforce-expansion-agents-nvidia-openai-partnerships/

## Record

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