# Web analytics: 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 a mid-market 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/

**Standing:** Google Analytics 4 leads with 57% of first choices; verdict clear leader. 60 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Google Analytics 4 | 57% | 25% | 80 |
| 2 | Amplitude | 8% | 6% | 35 |
| 3 | Mixpanel | 7% | 5% | 38 |
| 4 | Dealfront | 7% | 0% | 12 |
| 5 | Microsoft Clarity | 3% | 11% | 19 |
| 6 | HubSpot Marketing Hub | 3% | 10% | 10 |
| 7 | Matomo | 2% | 4% | 54 |
| 8 | PostHog | 2% | 6% | 18 |
| 9 | Piwik PRO | 2% | 0% | 11 |
| 10 | Plausible Analytics | 0% | 7% | 41 |
| 11 | Fathom | 0% | 11% | 19 |
| 12 | Heap | 0% | 12% | 16 |

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

- Claude Haiku 4.5: Google Analytics 4; alternatives Coffee, Microsoft Clarity, Mixpanel, PostHog
- GPT-5.4 mini: Google Analytics 4; alternatives Matomo, Piwik PRO
- Gemini 3.5 Flash: Factors.ai; alternatives Dealfront, Dreamdata, Fathom Analytics, HockeyStack
- Perplexity Sonar: Google Analytics 4; alternatives HubSpot Marketing Hub, Matomo, Piwik PRO, Similarweb
- Grok 4.1 Fast: Google Analytics 4; alternatives Amplitude, Mixpanel
- Mistral Small: Google Analytics 4; alternatives Contentsquare, Glassbox, Mixpanel
- DeepSeek V4 Flash: Google Analytics 4; alternatives Amplitude, Dreamdata, Factors.ai, Fathom
- Llama 4 Maverick: Google Analytics 4; alternatives Contentsquare, Glassbox, Mixpanel
- Qwen 3.7 Flash: Dealfront, Sona; alternatives Amplitude, Google Analytics 4, Matomo, Mixpanel
- Kimi K2: BigQuery, Google Analytics 4; alternatives Amplitude, Attribution, Mixpanel, Ruler Analytics
- GLM 4.7 FlashX: Google Analytics 4; alternatives Adobe Marketo Measure, Dreamdata, Matomo, Ruler Analytics
- MiniMax M2.5: BigQuery, Google Analytics 4, Mixpanel; alternatives Amplitude, Heap, Matomo
- GPT-6 Luna: Google Analytics 4, PostHog; alternatives Amplitude, Matomo
- Muse Glimmer 30B: Google Analytics 4; alternatives Amplitude, BigQuery, Dealfront, Matomo

## 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, 53 citations
- amplitude.com: 26 answers, 39 citations
- linkedin.com: 22 answers, 23 citations
- contentsquare.com: 19 answers, 27 citations
- spiceworks.com: 18 answers, 24 citations
- similarweb.com: 17 answers, 17 citations
- improvado.io: 16 answers, 21 citations
- wpmailsmtp.com: 16 answers, 16 citations

Pages named in the most answers:

- https://linkedin.com/pulse/best-web-analytics-tools-rajesh-kumar-d89sc (19 answers)
- https://contentsquare.com/guides/web-analytics/tools (17 answers)
- https://spiceworks.com/soft-tech/web-analytics-tools (17 answers)
- https://similarweb.com/blog/marketing/marketing-strategy/top-web-analytics (16 answers)
- https://wpmailsmtp.com/best-web-analytics-tools (16 answers)
- https://softwaresuggest.com/web-analytics-tools (14 answers)
- https://amplitude.com/compare/best-web-analytics-tools (13 answers)
- https://amplitude.com/compare/best-google-analytics-alternatives (12 answers)
- https://databox.com/website-analytics-tools (12 answers)
- https://webflow.com/blog/website-analytics-tools (10 answers)

## Warned against

- Google Analytics 4: 20 of 80 labels negative. "the main one to scrutinize is Google Analytics 4 (GA4), especially in privacy-regulated environments, because multiple sources flag GDPR, data-transfer, and consent issues" (Perplexity Sonar, negative prompt)
- Adobe Analytics: 11 of 27 labels negative. "Massive cost & complexity – Year 1 can easily exceed $400K–$700K" (GLM 4.7 FlashX, negative prompt)
- Meta Pixel: 4 of 4 labels negative. "Depends on third-party cookies – increasingly blocked by browsers and privacy tools." (GLM 4.7 FlashX, negative prompt)
- Hotjar: 4 of 15 labels negative. "Session replay tools in general (Hotjar, FullStory, Mouseflow, etc.) should be used with great caution. If you don't strictly need them, avoid them." (DeepSeek V4 Flash, negative 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.