# Customer intelligence and data science for enterprise buyers: what AI models recommend, September 2026

Gane Index, September 2026 Edition. Asked as "customer analytics and intelligence platform" and as "customer journey analytics tool", 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-intelligence-and-data-science/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This is the permanent record of the September 2026 Edition, published September 15, 2026 and superseded since.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-intelligence-and-data-science/enterprise/index.md

**Standing:** Adobe Customer Journey Analytics leads with 29% of first choices; verdict contested. 41 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Adobe Customer Journey Analytics](https://www.gane.ai/index/gtm/vendors/adobe-customer-journey-analytics/index.md) | 29% | 7% | 14 |
| 2 | [Amplitude](https://www.gane.ai/index/gtm/vendors/amplitude/index.md) | 7% | 26% | 38 |
| 3 | [Salesforce Data Cloud](https://www.gane.ai/index/gtm/vendors/salesforce-data-cloud/index.md) | 7% | 15% | 20 |
| 4 | [Gainsight CS](https://www.gane.ai/index/gtm/vendors/gainsight-cs/index.md) | 7% | 0% | 12 |
| 5 | [Microsoft Dynamics 365 Customer Insights](https://www.gane.ai/index/gtm/vendors/microsoft-dynamics-365-customer-insights/index.md) | 5% | 0% | 13 |
| 6 | [Adobe Real-Time CDP](https://www.gane.ai/index/gtm/vendors/adobe-real-time-cdp/index.md) | 5% | 24% | 25 |
| 7 | [Medallia Experience Cloud](https://www.gane.ai/index/gtm/vendors/medallia-experience-cloud/index.md) | 5% | 20% | 15 |
| 9 | [Mixpanel](https://www.gane.ai/index/gtm/vendors/mixpanel/index.md) | 2% | 30% | 37 |
| 20 | [Tableau](https://www.gane.ai/index/gtm/vendors/tableau/index.md) | 2% | 50% | 10 |
| 21 | [Qualtrics CustomerXM](https://www.gane.ai/index/gtm/vendors/qualtrics-customerxm/index.md) | 0% | 23% | 22 |
| 22 | [Hightouch](https://www.gane.ai/index/gtm/vendors/hightouch/index.md) | 0% | 9% | 11 |
| 26 | [Heap](https://www.gane.ai/index/gtm/vendors/heap/index.md) | 0% | 10% | 10 |

Rank is by share of first choices among all 125 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 Customer Journey Analytics, Adobe Real-Time CDP; alternatives Mixpanel, Segment
- Gemini 3.5 Flash: Gainsight CS; alternatives Adobe Real-Time CDP, Amplitude, Clari Copilot, Gong
- Perplexity Sonar: Salesforce Data Cloud; alternatives Outreach, Planhat
- Grok 4.20: Salesforce Data Cloud; alternatives Adobe Real-Time CDP, Microsoft Dynamics 365 Customer Insights, Oracle Unity
- Mistral Small: Adobe Real-Time CDP; alternatives 6sense, ActionIQ, Amplitude, Leadspace
- DeepSeek V4 Flash: Salesforce Data Cloud; alternatives Adobe Real-Time CDP, Hightouch, Oracle Unity
- Llama 4 Maverick: Gainsight CS
- Qwen 3.7 Flash: Chorus by ZoomInfo, Gainsight CS, Gong; alternatives 6sense, Amplitude, Clari Copilot, Mixpanel
- Kimi K2: 6sense, Demandbase; alternatives Adobe Real-Time CDP, Gainsight CS, Microsoft Dynamics 365 Customer Insights, Salesforce Customer 360
- GLM 4.7 FlashX: Amplitude; alternatives Adobe Real-Time CDP, Gainsight CS, Mixpanel, Salesforce Data Cloud
- MiniMax M2.5: 6sense; alternatives Chattermill, Gainsight CS, Microsoft Dynamics 365 Customer Insights, Outreach

## Sources the answers cite

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

- userpilot.com: 10 answers, 10 citations
- cometly.com: 8 answers, 13 citations
- mixpanel.com: 8 answers, 9 citations
- zendesk.com: 6 answers, 7 citations
- amplifai.com: 6 answers, 6 citations
- gartner.com: 6 answers, 6 citations
- improvado.io: 5 answers, 10 citations
- learn.g2.com: 5 answers, 6 citations

Pages named in the most answers:

- https://amplifai.com/blog/customer-insights-software (6 answers)
- https://userpilot.com/blog/customer-analytics-platforms (6 answers)
- https://improvado.io/blog/top-7-customer-data-platforms (5 answers)
- https://learn.g2.com/best-customer-data-platforms (5 answers)
- https://cio.economictimes.indiatimes.com/tools/best-customer-data-platforms/127611075 (4 answers)
- https://waitwellsoftware.com/resources/articles/best-customer-analytics-software (4 answers)
- https://zendesk.com/service/analytics/customer-analytics-software (4 answers)
- https://blog.hubspot.com/service/customer-success-analytics-tools (3 answers)
- https://gartner.com/reviews/market/customer-data-platforms (3 answers)
- https://mixpanel.com/blog/customer-analytics-tools (3 answers)

## Warned against

- Segment: 10 of 29 labels negative. "⚠️ Avoid platforms with per-seat or per-MTU pricing (Amplitude, Mixpanel, Segment, Tableau, Domo) at your scale" (DeepSeek V4 Flash, budget prompt)
- Mixpanel: 11 of 37 labels negative. "Avoid platforms with per-seat or per-MTU pricing (Amplitude, Mixpanel, Segment, Tableau, Domo)" (DeepSeek V4 Flash, budget prompt)
- Adobe Real-Time CDP: 6 of 25 labels negative. "avoid or be cautious if you are not already in the Adobe ecosystem" (Perplexity Sonar, negative prompt)
- Amplitude: 10 of 38 labels negative. "Avoid platforms with per-seat or per-MTU pricing (Amplitude, Mixpanel, Segment, Tableau, Domo)" (DeepSeek V4 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.