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

Gane Index, November 2026 Edition. Named in 108 judge labels across 8 categories by 14 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/salesforce-data-cloud

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data management platforms](https://www.gane.ai/index/gtm/gtm-data/data-management-platforms/index.md) | 2% | 12 | 32% | 19 |
| [Customer data platforms](https://www.gane.ai/index/gtm/gtm-data/customer-data-platforms/index.md) | 2% | 6 | 20% | 50 |
| [Identity resolution](https://www.gane.ai/index/gtm/gtm-data/identity-resolution/index.md) | 2% | 10 | 24% | 25 |
| [Customer intelligence and data science](https://www.gane.ai/index/gtm/gtm-data/customer-intelligence-and-data-science/index.md) | 0% | 29 | 14% | 7 |
| [Audience and consumer insights platforms](https://www.gane.ai/index/gtm/marketing/audience-and-consumer-insights/index.md) | 0% | 78 | 0% | 3 |
| [Data warehouse and reverse ETL for marketing](https://www.gane.ai/index/gtm/gtm-data/data-warehouse-reverse-etl/index.md) | 0% | 105 | 100% | 2 |
| [CRM data quality and deduplication](https://www.gane.ai/index/gtm/revops/crm-data-quality-and-deduplication/index.md) | 0% | 76 | 0% | 1 |
| [Data clean rooms](https://www.gane.ai/index/gtm/gtm-data/data-clean-rooms/index.md) | 0% | 95 | 100% | 1 |

## What the models said for it

- "listed as the current enterprise buyer leader in GTM AI Index tracking, 19% first choice in Sep 2026, replacing LiveRamp as the top named platform" (Muse Glimmer 30B, Identity)
- "Salesforce Data 360 is a strong choice for mid-market B2B organizations already using Salesforce" (GPT-5.4 mini, CDP)
- "Salesforce Data Cloud | Overall best enterprise CDP | Deep CRM integration, AI-powered insights" (MiniMax M2.5, CDP)
- "I'd recommend starting with Salesforce Data Cloud if you're already in the Salesforce ecosystem" (MiniMax M2.5, DMP)

## And against it

- "Frequently called out for being an "overpriced mess"... Best avoided if you're not already deep in the Salesforce ecosystem." (Grok 4.20, CDP)
- "Avoid these unless you have multi-region regulatory compliance needs or massive transaction volumes." (Gemini 3.5 Flash, CDP)
- "Avoid starting with Adobe Real-Time CDP, Salesforce Data 360, LiveRamp, or Lotame" (Perplexity Sonar, DMP)
- "Enterprise options to avoid unless you're far up-market: ... Salesforce Data Cloud" (DeepSeek V4 Flash, DMP)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 4 | 3 | 0 | 7 |
| GPT-5.4 mini | 1 | 2 | 1 | 0 | 4 |
| Gemini 3.5 Flash | 0 | 0 | 2 | 3 | 5 |
| Perplexity Sonar | 0 | 4 | 0 | 4 | 8 |
| Grok 4.20 | 2 | 5 | 3 | 3 | 13 |
| Mistral Small | 0 | 6 | 2 | 1 | 9 |
| DeepSeek V4 Flash | 0 | 6 | 3 | 3 | 12 |
| Llama 4 Maverick | 1 | 1 | 2 | 1 | 5 |
| Qwen 3.7 Flash | 0 | 4 | 1 | 1 | 6 |
| Kimi K2 | 0 | 3 | 4 | 5 | 12 |
| GLM 4.7 FlashX | 0 | 4 | 3 | 2 | 9 |
| MiniMax M2.5 | 2 | 1 | 3 | 1 | 7 |
| GPT-6 Luna | 0 | 3 | 1 | 0 | 4 |
| Muse Glimmer 30B | 1 | 2 | 2 | 2 | 7 |

## Sources returned with these answers

The sites and pages cited by the answers that named Salesforce Data Cloud, from 354 of the 386 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 211
- gane.ai/index: 127
- cdp.com: 69
- albato.com: 67
- zapier.com: 66
- hightouch.com: 65
- resources.rework.com: 52
- acxiom.com: 50
- salesforce.com: 49 (its own site)
- forbes.com: 45

### Pages cited

- https://albato.com/blog/publications/best-customer-data-platform-software: 66
- https://zapier.com/blog/customer-data-platform: 66
- https://acxiom.com/wp-content/uploads/2025/08/martech-intelligence-report-identity-resolution-platforms.pdf: 50
- https://cdp.com/basics/cdp-vendors: 45
- https://forbes.com/advisor/business/software/best-customer-data-platform: 45
- https://www.gane.ai/index/gtm/gtm-data/identity-resolution/enterprise: 41
- https://g2.com/categories/customer-data-platform-cdp/enterprise: 36
- https://g2.com/categories/identity-resolution: 34

## The company

Salesforce; https://www.salesforce.com; San Francisco, United States; founded 1999; about 35,000 employees (2019); public, CRM on New York Stock Exchange. From Wikidata, fetched 2026-09-14.

## 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

## 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.