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

Gane Index, October 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/2026-10/enterprise

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since.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 34% of first choices; verdict contested. 56 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) | 34% | 22% | 63 |
| 2 | [Adobe Real-Time CDP](https://www.gane.ai/index/gtm/vendors/adobe-real-time-cdp/index.md) | 14% | 30% | 57 |
| 3 | [Tealium Customer Data Hub](https://www.gane.ai/index/gtm/vendors/tealium-customer-data-hub/index.md) | 12% | 15% | 47 |
| 4 | [Segment](https://www.gane.ai/index/gtm/vendors/segment/index.md) | 7% | 36% | 45 |
| 6 | [Treasure Data](https://www.gane.ai/index/gtm/vendors/treasure-data/index.md) | 4% | 12% | 34 |
| 7 | [Hightouch](https://www.gane.ai/index/gtm/vendors/hightouch/index.md) | 4% | 11% | 27 |
| 10 | [Amperity](https://www.gane.ai/index/gtm/vendors/amperity/index.md) | 2% | 12% | 16 |
| 11 | [ActionIQ](https://www.gane.ai/index/gtm/vendors/actioniq/index.md) | 2% | 25% | 20 |
| 16 | [Oracle Unity](https://www.gane.ai/index/gtm/vendors/oracle-unity/index.md) | 0% | 20% | 10 |
| 48 | [mParticle](https://www.gane.ai/index/gtm/vendors/mparticle/index.md) | 0% | 48% | 21 |

Rank is by share of first choices among all 48 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, Leadspace
- GPT-5.4 mini: ActionIQ, Treasure Data; alternatives Adobe Real-Time CDP, Amperity, Salesforce Data Cloud, Tealium Customer Data Hub
- Gemini 3.5 Flash: Salesforce Data Cloud; alternatives Adobe Real-Time CDP, Hightouch, Oracle Unity, Treasure Data
- Perplexity Sonar: Salesforce Data Cloud; alternatives ActionIQ, Adobe Real-Time CDP, Treasure Data
- Grok 4.20: Salesforce Data Cloud; alternatives Adobe Real-Time CDP, Oracle Unity, Treasure Data
- Mistral Small: Tealium Customer Data Hub, Treasure Data; alternatives Adobe Real-Time CDP, Dun & Bradstreet, Salesforce Data Cloud
- DeepSeek V4 Flash: Salesforce Data Cloud, Tealium Customer Data Hub; alternatives Treasure Data
- Llama 4 Maverick: Leadspace; alternatives Klaviyo Data Platform
- Qwen 3.7 Flash: Segment; alternatives BlueConic, Tealium Customer Data Hub, mParticle
- Kimi K2: Leadspace, Salesforce Data Cloud; alternatives 6sense, Demandbase, Segment, Treasure Data
- GLM 4.7 FlashX: Adobe Real-Time CDP, Salesforce Data Cloud; alternatives Hightouch, Insider, Segment
- MiniMax M2.5: Adobe Real-Time CDP, Salesforce Data Cloud, Segment; alternatives Tealium Customer Data Hub, mParticle
- GPT-6 Luna: Adobe Real-Time CDP; alternatives Hightouch, Salesforce Data Cloud, Segment
- Muse Glimmer 30B: Salesforce Data Cloud; alternatives Adobe Real-Time CDP, Dun & Bradstreet, Oracle Unity

## Sources the answers cite

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

- cdp.com: 56 answers, 107 citations
- improvado.io: 28 answers, 29 citations
- brevo.com: 27 answers, 27 citations
- resources.rework.com: 26 answers, 40 citations
- cxtoday.com: 24 answers, 39 citations
- hightouch.com: 24 answers, 30 citations
- gartner.com: 24 answers, 25 citations
- cio.economictimes.indiatimes.com: 22 answers, 22 citations

Pages named in the most answers:

- https://cdp.com/basics/cdp-vendors (41 answers)
- https://improvado.io/blog/top-7-customer-data-platforms (28 answers)
- https://brevo.com/blog/best-customer-data-platform (27 answers)
- https://cio.economictimes.indiatimes.com/tools/best-customer-data-platforms/127611075 (22 answers)
- https://elogic.co/blog/best-customer-data-platforms (20 answers)
- https://coworker.ai/blog/enterprise-customer-data-platforms (19 answers)
- https://resources.rework.com/tools/customer-data/best-customer-data-platforms-2026 (19 answers)
- https://learn.g2.com/best-customer-data-platforms (16 answers)
- https://cloudtalk.io/blog/best-customer-data-platform (16 answers)
- https://gartner.com/reviews/market/customer-data-platforms (16 answers)

## Warned against

- Segment: 16 of 45 labels negative. "not recommended for enterprises with unpredictable MTU (monthly tracked users) growth, as overage tiers can double costs" (Llama 4 Maverick, negative prompt)
- Adobe Real-Time CDP: 17 of 57 labels negative. "What to avoid if predictability is the top priority:- Adobe Real-Time CDP often uses custom or quote-based pricing with limited transparency" (Perplexity Sonar, budget prompt)
- Salesforce Data Cloud: 14 of 63 labels negative. "Platforms/Types to Avoid or Be Highly Cautious Of:
1. Salesforce Data Cloud (formerly CDP):
   - Issues: High complexity, steep setup" (Grok 4.20, negative prompt)
- Tealium Customer Data Hub: 7 of 47 labels negative. "Rigid segmentation, slow data sync/latency, vendor lock-in post-contract" (Grok 4.20, negative prompt)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Salesforce Data Cloud at 34%.

- Adobe Real-Time CDP: 4% to 12%, +8. Inside the floor by 3 points · rank 6 → 3 of 45.
- Salesforce Data Cloud: 41% to 34%, −7. Inside the floor by 4 points · rank 1 of 45, unchanged.
- Treasure Data: 11% to 4%, −7. Inside the floor by 4 points · rank 3 → 6 of 45.
- Segment: 4% to 8%, +4. Inside the floor by 7 points · rank 7 → 4 of 45.
- Hightouch: 7% to 4%, −3. Inside the floor by 8 points · rank 5 → 7 of 45.
- Amperity: 0% to 2%, +2. Inside the floor by 9 points · rank 13 → 10 of 45.
- RudderStack: 0% to 2%, +2. Inside the floor by 9 points · rank 15 → 13 of 45.
- Tealium Customer Data Hub: 11% to 12%, +1. Inside the floor by 10 points · rank 2 of 45, unchanged.
- ActionIQ: 2% to 2%, ±0. Inside the floor by 11 points · rank 8 → 11 of 45.
- mParticle: 0% to 0%, ±0. Inside the floor by 11 points · rank 54 → 45 of 45.

## Record

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