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

Gane Index, November 2026 Edition. Asked as "customer data platform" and as "CDP", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Page: https://www.gane.ai/index/gtm/gtm-data/customer-data-platforms/2026-11/enterprise

**Standing:** Salesforce Data Cloud leads with 50% of first choices; verdict clear leader. 50 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) | 50% | 21% | 67 |
| 2 | [Tealium Customer Data Hub](https://www.gane.ai/index/gtm/vendors/tealium-customer-data-hub/index.md) | 12% | 15% | 53 |
| 3 | [Adobe Real-Time CDP](https://www.gane.ai/index/gtm/vendors/adobe-real-time-cdp/index.md) | 12% | 25% | 67 |
| 4 | [Treasure Data](https://www.gane.ai/index/gtm/vendors/treasure-data/index.md) | 6% | 8% | 38 |
| 5 | [Hightouch](https://www.gane.ai/index/gtm/vendors/hightouch/index.md) | 4% | 9% | 43 |
| 6 | [ActionIQ](https://www.gane.ai/index/gtm/vendors/actioniq/index.md) | 4% | 9% | 22 |
| 7 | [Segment](https://www.gane.ai/index/gtm/vendors/segment/index.md) | 4% | 36% | 55 |
| 8 | [RudderStack](https://www.gane.ai/index/gtm/vendors/rudderstack/index.md) | 2% | 14% | 21 |
| 10 | [mParticle](https://www.gane.ai/index/gtm/vendors/mparticle/index.md) | 2% | 27% | 26 |
| 12 | [Census](https://www.gane.ai/index/gtm/vendors/census/index.md) | 0% | 0% | 15 |
| 13 | [Amperity](https://www.gane.ai/index/gtm/vendors/amperity/index.md) | 0% | 7% | 14 |
| 16 | [BlueConic](https://www.gane.ai/index/gtm/vendors/blueconic/index.md) | 0% | 24% | 17 |

Rank is by share of first choices among all 56 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: no first choice
- GPT-5.4 mini: Adobe Real-Time CDP, Salesforce Data Cloud; alternatives Hightouch, Segment, Tealium Customer Data Hub, Treasure Data
- Gemini 3.5 Flash: Salesforce Data Cloud; alternatives Adobe Real-Time CDP, Census, Hightouch, Oracle Unity
- Perplexity Sonar: Salesforce Data Cloud; alternatives Adobe Real-Time CDP, Insider, Microsoft Dynamics 365 Customer Insights, RudderStack
- Grok 4.20: Salesforce Data Cloud; alternatives ActionIQ, Adobe Real-Time CDP, Hightouch, Tealium Customer Data Hub
- Mistral Small: Salesforce Data Cloud; alternatives Adobe Real-Time CDP, Insider, Segment, Tealium Customer Data Hub
- DeepSeek V4 Flash: Adobe Real-Time CDP, Oracle Unity; alternatives Hightouch, RudderStack, Salesforce Data Cloud
- Llama 4 Maverick: Salesforce Data Cloud; alternatives Adobe Real-Time CDP, Segment, Tealium Customer Data Hub
- Qwen 3.7 Flash: Adobe Real-Time CDP; alternatives Jasper, Lytics, Salesforce Customer 360, Segment
- Kimi K2: Salesforce Data Cloud, Tealium Customer Data Hub; alternatives ActionIQ, Adobe Real-Time CDP, Treasure Data
- GLM 4.7 FlashX: Salesforce Data Cloud; alternatives ActionIQ, Adobe Real-Time CDP, Bloomreach, Tealium Customer Data Hub
- MiniMax M2.5: Salesforce Data Cloud; alternatives 6sense, Adobe Real-Time CDP, Demandbase, Segment
- GPT-6 Luna: Salesforce Data Cloud; alternatives Adobe Real-Time CDP, Hightouch, Segment
- Muse Glimmer 30B: Salesforce Data Cloud; alternatives Adobe Real-Time CDP, Tealium Customer Data Hub

## Sources the answers cite

74 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- g2.com: 36 answers, 56 citations
- albato.com: 24 answers, 24 citations
- cdp.com: 23 answers, 34 citations
- resources.rework.com: 20 answers, 24 citations
- hightouch.com: 19 answers, 39 citations
- tealium.com: 18 answers, 34 citations
- zapier.com: 18 answers, 18 citations
- salesforce.com: 15 answers, 21 citations

Pages named in the most answers:

- https://albato.com/blog/publications/best-customer-data-platform-software (24 answers)
- https://g2.com/categories/customer-data-platform-cdp/enterprise (19 answers)
- https://zapier.com/blog/customer-data-platform (18 answers)
- https://dupple.com/learn/best-customer-data-platforms (13 answers)
- https://gane.ai/index/gtm/gtm-data/customer-data-platforms/enterprise (13 answers)
- https://resources.rework.com/tools/customer-data/best-customer-data-platforms-2026 (13 answers)
- https://forbes.com/advisor/business/software/best-customer-data-platform (12 answers)
- https://verifiedmarketresearch.com/blog/leading-customer-data-platforms (12 answers)
- https://cdp.com/basics/cdp-vendors (11 answers)
- https://insiderone.com/enterprise-cdp (10 answers)

## Warned against

- Adobe Real-Time CDP: 17 of 67 labels negative. "Adobe's platform isn't flexible enough for complex enterprise use cases... May not be ready for responsible enterprise deployment" (Kimi K2, negative prompt)
- Segment: 20 of 55 labels negative. "CDPs to Avoid if "Predictable Total Cost" is Your Top Priority ... Twilio Segment / mParticle: Event- and MTU-based pricing models become exponentially expensive" (Gemini 3.5 Flash, budget prompt)
- Salesforce Data Cloud: 14 of 67 labels negative. "Salesforce Data Cloud: Uses a complex "Data Cloud Credits" system... extremely challenging, frequently leading to mid-year budget renewals." (Gemini 3.5 Flash, budget prompt)
- Tealium Customer Data Hub: 8 of 53 labels negative. "Industry experts specifically name Tealium as one of the "worst Customer Data Platform vendors according to actual enterprise experience"" (Kimi K2, negative prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Salesforce Data Cloud at 50%.

- Salesforce Data Cloud: 34% to 50%, +16. Cleared the floor by 5 points · rank 1 of 56, unchanged.
- Census: 4% to 0%, −4. Inside the floor by 7 points · rank 8 → 12 of 56.
- Segment: 7% to 4%, −3. Inside the floor by 8 points · rank 4 → 7 of 56.
- Adobe Real-Time CDP: 14% to 12%, −2. Inside the floor by 9 points · rank 2 → 3 of 56.
- Treasure Data: 4% to 6%, +2. Inside the floor by 9 points · rank 6 → 4 of 56.
- ActionIQ: 2% to 4%, +2. Inside the floor by 9 points · rank 11 → 6 of 56.
- Oracle Unity: 0% to 2%, +2. Inside the floor by 9 points · rank 16 → 9 of 56.
- mParticle: 0% to 2%, +2. Inside the floor by 9 points · rank 48 → 10 of 56.
- Amperity: 2% to 0%, −2. Inside the floor by 9 points · rank 10 → 13 of 56.
- BlueConic: 2% to 0%, −2. Inside the floor by 9 points · rank 12 → 16 of 56.
- Tealium Customer Data Hub: 12% to 12%, ±0. Inside the floor by 11 points · rank 3 → 2 of 56.
- Hightouch: 4% to 4%, ±0. Inside the floor by 11 points · rank 7 → 5 of 56.

## 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.