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

Gane Index, October 2026 Edition. Asked as "customer analytics and intelligence platform" and as "customer journey analytics tool", 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-intelligence-and-data-science/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This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since.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-intelligence-and-data-science/enterprise/index.md

**Standing:** Adobe Customer Journey Analytics leads with 19% of first choices; verdict contested. 53 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) | 19% | 0% | 14 |
| 2 | [Salesforce Data Cloud](https://www.gane.ai/index/gtm/vendors/salesforce-data-cloud/index.md) | 11% | 12% | 24 |
| 3 | [Gainsight CS](https://www.gane.ai/index/gtm/vendors/gainsight-cs/index.md) | 9% | 0% | 10 |
| 4 | [Amplitude](https://www.gane.ai/index/gtm/vendors/amplitude/index.md) | 8% | 29% | 38 |
| 5 | [Microsoft Power BI](https://www.gane.ai/index/gtm/vendors/microsoft-power-bi/index.md) | 6% | 8% | 12 |
| 9 | [Mixpanel](https://www.gane.ai/index/gtm/vendors/mixpanel/index.md) | 4% | 39% | 36 |
| 26 | [Contentsquare](https://www.gane.ai/index/gtm/vendors/contentsquare/index.md) | 0% | 13% | 15 |
| 27 | [Qualtrics CustomerXM](https://www.gane.ai/index/gtm/vendors/qualtrics-customerxm/index.md) | 0% | 22% | 18 |
| 43 | [Segment](https://www.gane.ai/index/gtm/vendors/segment/index.md) | 0% | 33% | 24 |
| 45 | [Adobe Real-Time CDP](https://www.gane.ai/index/gtm/vendors/adobe-real-time-cdp/index.md) | 0% | 39% | 18 |
| 61 | [Medallia Experience Cloud](https://www.gane.ai/index/gtm/vendors/medallia-experience-cloud/index.md) | 0% | 36% | 11 |
| 131 | [Tableau](https://www.gane.ai/index/gtm/vendors/tableau/index.md) | 0% | 42% | 12 |

Rank is by share of first choices among all 141 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: Hightouch; alternatives 6sense, Adobe Real-Time CDP, Salesforce Data Cloud
- Gemini 3.5 Flash: Enterpret; alternatives 6sense, Adobe Real-Time CDP, Amplitude, Demandbase
- Perplexity Sonar: Gainsight CS, Salesforce Data Cloud; alternatives Adobe Customer Journey Analytics, Leadspace
- Grok 4.20: Salesforce Data Cloud; alternatives Adobe Real-Time CDP, Microsoft Dynamics 365 Customer Insights
- Mistral Small: Gainsight CS; alternatives Chattermill, Qualtrics CustomerXM
- DeepSeek V4 Flash: Salesforce Data Cloud; alternatives 6sense, Demandbase
- Llama 4 Maverick: Gainsight CS
- Qwen 3.7 Flash: Clari Copilot, Gong; alternatives 6sense, Gainsight CS, Salesforce, Totango
- Kimi K2: Gainsight CS; alternatives Adobe Real-Time CDP, ChurnZero, Salesforce Data Cloud, Totango
- GLM 4.7 FlashX: Salesforce Customer 360, Salesforce Data Cloud; alternatives Adobe Experience Cloud, Gainsight CS, Introhive, Oracle CX
- MiniMax M2.5: Gainsight CS, Salesforce Data Cloud; alternatives ChurnZero, Oracle B2B Marketing Automation, Qualtrics CustomerXM, Totango with Catalyst
- GPT-6 Luna: Amplitude; alternatives 6sense, Mixpanel, Salesforce Data Cloud
- Muse Glimmer 30B: Salesforce Customer 360, Salesforce Data Cloud; alternatives Microsoft Dynamics 365 Customer Insights, Qualtrics CustomerXM

## Sources the answers cite

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

- cxtoday.com: 27 answers, 54 citations
- cio.economictimes.indiatimes.com: 24 answers, 25 citations
- chattermill.com: 23 answers, 35 citations
- learn.g2.com: 20 answers, 25 citations
- mixpanel.com: 20 answers, 23 citations
- amplitude.com: 18 answers, 29 citations
- blog.hubspot.com: 18 answers, 19 citations
- g2.com: 16 answers, 23 citations

Pages named in the most answers:

- https://cio.economictimes.indiatimes.com/tools/best-customer-data-platforms/127611075 (22 answers)
- https://blog.hubspot.com/service/customer-intelligence-platform (16 answers)
- https://chattermill.com/blog/best-customer-insights-software (15 answers)
- https://learn.g2.com/best-customer-data-platforms (12 answers)
- https://cxtoday.com/customer-analytics-intelligence/choosing-a-cx-analytics-platform-avoid-these-costly-mistakes (12 answers)
- https://waitwellsoftware.com/resources/articles/best-customer-analytics-software (12 answers)
- https://elogic.co/blog/best-customer-data-platforms (11 answers)
- https://chattermill.com/blog/best-customer-intelligence-tools (10 answers)
- https://cometly.com/post/enterprise-customer-journey-analytics-software (10 answers)
- https://mixpanel.com/blog/customer-analytics-tools (10 answers)

## Warned against

- Mixpanel: 14 of 36 labels negative. "Verdict: Exercise extreme caution, especially if you handle sensitive customer data... The security breach alone should trigger a thorough security audit" (DeepSeek V4 Flash, negative prompt)
- Amplitude: 11 of 38 labels negative. "should avoid or be cautious about are: 1. Platforms with per-seat or per-MTU pricing (Amplitude, Mixpanel, Segment, Tableau, Domo)" (Llama 4 Maverick, negative prompt)
- Segment: 8 of 24 labels negative. "Platforms with per-seat or per-MTU pricing (Amplitude, Mixpanel, Segment, Tableau, Domo)" (Llama 4 Maverick, negative prompt)
- Google Analytics 4: 7 of 9 labels negative. "avoid relying on GA4 Standard alone if you need high-volume, unsampled, long-term customer analytics" (GPT-6 Luna, negative prompt)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Adobe Customer Journey Analytics at 18%.

- Adobe Customer Journey Analytics: 29% to 18%, −11. Cleared the floor by 0 points · rank 1 of 132, unchanged.
- Microsoft Power BI: 0% to 5%, +5. Inside the floor by 6 points · rank 56 → 6 of 132.
- Adobe Real-Time CDP: 5% to 0%, −5. Inside the floor by 6 points · rank 6 → 35 of 132.
- Medallia Experience Cloud: 5% to 0%, −5. Inside the floor by 6 points · rank 7 → 116 of 132.
- Salesforce Data Cloud: 7% to 11%, +4. Inside the floor by 7 points · rank 3 → 2 of 132.
- Gainsight CS: 7% to 11%, +4. Inside the floor by 7 points · rank 4 → 3 of 132.
- Microsoft Dynamics 365 Customer Insights: 5% to 2%, −3. Inside the floor by 8 points · rank 5 → 9 of 132.
- Amplitude: 7% to 5%, −2. Inside the floor by 9 points · rank 2 → 5 of 132.
- Hightouch: 0% to 2%, +2. Inside the floor by 9 points · rank 22 → 8 of 132.
- Tableau: 2% to 0%, −2. Inside the floor by 9 points · rank 20 → 114 of 132.
- Mixpanel: 2% to 2%, ±0. Inside the floor by 11 points · rank 9 → 25 of 132.
- Contentsquare: 0% to 0%, ±0. Inside the floor by 11 points · rank 25 → 26 of 132.

## 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.