# Customer data platforms for enterprise buyers: what AI models recommend, September 2026

Gane Index, September 2026 Edition. Asked as "customer data platform" and as "CDP", six framings each, to twelve models with search on, on behalf of an enterprise B2B company. Page: https://www.gane.ai/index/gtm/gtm-data/customer-data-platforms/2026-09/enterprise

This is the permanent record of the September 2026 Edition, published September 15, 2026 and superseded since. The current standing: https://www.gane.ai/index/gtm/gtm-data/customer-data-platforms/enterprise/index.md

**Standing:** Salesforce Data Cloud leads with 41% of first choices; verdict clear leader. 46 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Salesforce Data Cloud](https://www.gane.ai/index/gtm/vendors/salesforce-data-cloud/index.md) | 41% | 16% | 51 |
| 2 | [Tealium Customer Data Hub](https://www.gane.ai/index/gtm/vendors/tealium-customer-data-hub/index.md) | 11% | 10% | 42 |
| 3 | [Treasure Data](https://www.gane.ai/index/gtm/vendors/treasure-data/index.md) | 11% | 8% | 39 |
| 5 | [Hightouch](https://www.gane.ai/index/gtm/vendors/hightouch/index.md) | 7% | 7% | 28 |
| 6 | [Adobe Real-Time CDP](https://www.gane.ai/index/gtm/vendors/adobe-real-time-cdp/index.md) | 4% | 22% | 46 |
| 7 | [Segment](https://www.gane.ai/index/gtm/vendors/segment/index.md) | 4% | 40% | 43 |
| 8 | [ActionIQ](https://www.gane.ai/index/gtm/vendors/actioniq/index.md) | 2% | 4% | 25 |
| 13 | [Amperity](https://www.gane.ai/index/gtm/vendors/amperity/index.md) | 0% | 21% | 14 |
| 15 | [RudderStack](https://www.gane.ai/index/gtm/vendors/rudderstack/index.md) | 0% | 20% | 10 |
| 54 | [mParticle](https://www.gane.ai/index/gtm/vendors/mparticle/index.md) | 0% | 43% | 21 |

Rank is by share of first choices among all 54 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: Salesforce Data Cloud; alternatives ActionIQ, Adobe Real-Time CDP, Hightouch, Planhat
- GPT-5.4 mini: Salesforce Data Cloud; alternatives Segment, Tealium Customer Data Hub
- Gemini 3.5 Flash: Salesforce Data Cloud; alternatives Adobe Real-Time CDP, Hightouch, Segment, Treasure Data
- Perplexity Sonar: Salesforce Data Cloud; alternatives ActionIQ, Adobe Real-Time CDP, Segment, Tealium Customer Data Hub
- Grok 4.20: Salesforce Data Cloud; alternatives ActionIQ, Adobe Real-Time CDP, Hightouch, Oracle Unity
- Mistral Small: Salesforce Data Cloud; alternatives ActionIQ, Adobe Real-Time CDP, Treasure Data
- DeepSeek V4 Flash: Oracle Fusion CDP, Salesforce Data Cloud; alternatives Hightouch, Segment, Treasure Data
- Llama 4 Maverick: Salesforce Data Cloud; alternatives ActionIQ, Adobe Real-Time CDP, Treasure Data
- Qwen 3.7 Flash: Salesforce Data Cloud; alternatives ActionIQ, Adobe Real-Time CDP, Segment, Treasure Data
- Kimi K2: Salesforce Data Cloud; alternatives Adobe Real-Time CDP, Segment, Tealium Customer Data Hub, Treasure Data
- GLM 4.7 FlashX: Segment, Tealium Customer Data Hub; alternatives ActionIQ, Adobe Real-Time CDP, Amperity, Salesforce Data Cloud
- MiniMax M2.5: Salesforce Data Cloud; alternatives ActionIQ, Adobe Real-Time CDP, Treasure Data

## Sources the answers cite

23 of 72 answers came back with a source list, from 4 of 12 models. Sites named in the most answers:

- cdp.com: 15 answers, 25 citations
- insiderone.com: 11 answers, 12 citations
- improvado.io: 10 answers, 12 citations
- decentriq.com: 9 answers, 9 citations
- hightouch.com: 8 answers, 9 citations
- coworker.ai: 8 answers, 8 citations
- gartner.com: 8 answers, 8 citations
- learn.g2.com: 8 answers, 8 citations

Pages named in the most answers:

- https://cdp.com/basics/cdp-vendors (10 answers)
- https://improvado.io/blog/top-7-customer-data-platforms (10 answers)
- https://decentriq.com/article/best-cdps (9 answers)
- https://coworker.ai/blog/enterprise-customer-data-platforms (8 answers)
- https://learn.g2.com/best-customer-data-platforms (8 answers)
- https://insiderone.com/enterprise-cdp (6 answers)
- https://medium.com/@community_md101/9-best-customer-data-platforms-cdps-in-2026-in-depth-look-3983adabf759 (5 answers)
- https://albato.com/blog/publications/best-customer-data-platform-software (5 answers)
- https://brevo.com/blog/best-customer-data-platform (5 answers)
- https://costbench.com/best/enterprise-cdp-platforms (5 answers)

## Warned against

- Segment: 17 of 43 labels negative. "Avoid if: Unpredictable traffic or high event volumes without warehouse-native alternatives. Best for dev-led mid-market, not pure enterprise scale." (Grok 4.20, negative prompt)
- Adobe Real-Time CDP: 10 of 46 labels negative. "generally considered the most expensive option on the market and does not offer the flexibility of a warehouse-first architecture" (Gemini 3.5 Flash, budget prompt)
- mParticle: 9 of 21 labels negative. "Options to Avoid for Your Use Case | mParticle | Per MTU/event volume | Same traffic-dependent unpredictability" (Kimi K2, budget prompt)
- Salesforce Data Cloud: 8 of 51 labels negative. "uses a highly complex credit-based consumption model... leading to unpredictable year-end overage bills" (Gemini 3.5 Flash, budget prompt)

## Record

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