# Web analytics for enterprise buyers: what AI models recommend, October 2026

GTM AI Recommendation Index, October 2026 Edition. Asked as "web analytics platform" and as "website traffic analytics tool", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories. Page: https://gtm-ai-index.com/gtm-data/web-analytics/enterprise/

**Standing:** Adobe Analytics leads with 41% of first choices; verdict clear leader. 51 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Adobe Analytics | 41% | 22% | 64 |
| 2 | Google Analytics 360 | 16% | 6% | 33 |
| 3 | Google Analytics 4 | 10% | 54% | 41 |
| 4 | Piwik PRO | 4% | 4% | 25 |
| 5 | Mixpanel | 4% | 21% | 39 |
| 6 | Matomo | 2% | 3% | 35 |
| 7 | Amplitude | 0% | 25% | 36 |
| 8 | Snowplow | 0% | 8% | 12 |
| 9 | Fullstory | 0% | 17% | 12 |
| 10 | Heap | 0% | 36% | 14 |
| 11 | Plausible Analytics | 0% | 60% | 10 |

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

- Claude Haiku 4.5: no first choice
- GPT-5.4 mini: Adobe Analytics; alternatives Google Analytics 360
- Gemini 3.5 Flash: Dreamdata, Factors.ai; alternatives 6sense, Adobe Analytics, Adobe Marketo Measure, Demandbase
- Perplexity Sonar: Adobe Analytics; alternatives Cometly, Fullstory, Google Analytics 4
- Grok 4.1 Fast: Adobe Analytics; alternatives Amplitude, Google Analytics 360, Mixpanel
- Mistral Small: Adobe Analytics, Google Analytics 4
- DeepSeek V4 Flash: Adobe Analytics; alternatives 6sense, Amplitude, Demandbase, Google Analytics 360
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Adobe Analytics; alternatives Dreamdata, HockeyStack, Ruler Analytics
- Kimi K2: Adobe Analytics; alternatives 6sense, Demandbase, Google Analytics 360, Mixpanel
- GLM 4.7 FlashX: Adobe Analytics; alternatives Amplitude, Fullstory, Google Analytics 4, Mixpanel
- MiniMax M2.5: Adobe Analytics, HockeyStack; alternatives Adobe Marketo Measure, Google Analytics 4, Matomo
- GPT-6 Luna: Adobe Customer Journey Analytics; alternatives Amplitude, Google Analytics 360
- Muse Glimmer 30B: Adobe Analytics, Dreamdata; alternatives Adobe Marketo Measure, CaliberMind, HockeyStack, Piwik PRO

## Sources the answers cite

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

- matomo.org: 34 answers, 50 citations
- fullstory.com: 32 answers, 44 citations
- linkedin.com: 25 answers, 26 citations
- uxcam.com: 21 answers, 23 citations
- improvado.io: 20 answers, 21 citations
- similarweb.com: 20 answers, 20 citations
- amplitude.com: 19 answers, 23 citations
- techdogs.com: 19 answers, 19 citations

Pages named in the most answers:

- https://fullstory.com/blog/website-analytics-tools (29 answers)
- https://linkedin.com/pulse/best-web-analytics-tools-rajesh-kumar-d89sc (21 answers)
- https://uxcam.com/blog/web-analytics-tools (21 answers)
- https://similarweb.com/blog/marketing/marketing-strategy/top-web-analytics (20 answers)
- https://statsig.com/comparison/best-web-analytics-tools (14 answers)
- https://techdogs.com/td-articles/product-mine/best-web-analytics-tools (14 answers)
- https://matomo.org/blog/2025/07/enterprise-web-analytics (13 answers)
- https://spiceworks.com/soft-tech/web-analytics-tools (13 answers)
- https://worldmetrics.org/best/enterprise-web-analytics-software (12 answers)
- https://fullstory.com/blog/enterprise-web-analytics (11 answers)

## Warned against

- Google Analytics 4: 22 of 41 labels negative. "Large enterprises should avoid or be extremely cautious about: 1. Standard Google Analytics 4 due to compliance risks and sampling limitations" (Kimi K2, negative prompt)
- Adobe Analytics: 14 of 64 labels negative. "Adobe faces complaints about a steep learning curve, confusing navigation, and slow loading times" (Claude Haiku 4.5, negative prompt)
- Amplitude: 9 of 36 labels negative. "Avoid these for your specific need: - Amplitude/Mixpanel/Heap — They charge per event or per MTU" (DeepSeek V4 Flash, budget prompt)
- Mixpanel: 8 of 39 labels negative. "Avoid these for your specific need: - Amplitude/Mixpanel/Heap" (DeepSeek V4 Flash, budget prompt)

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, October 2026 Edition, gtm-ai-index.com.