# Web analytics: what AI models recommend, October 2026

Gane 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. Page: https://www.gane.ai/index/gtm/gtm-data/web-analytics/2026-10

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since.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/web-analytics/index.md

**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

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Google Analytics 4](https://www.gane.ai/index/gtm/vendors/google-analytics-4/index.md) | 57% | 25% | 80 |
| 2 | [Amplitude](https://www.gane.ai/index/gtm/vendors/amplitude/index.md) | 8% | 6% | 35 |
| 3 | [Mixpanel](https://www.gane.ai/index/gtm/vendors/mixpanel/index.md) | 7% | 5% | 38 |
| 4 | [Dealfront](https://www.gane.ai/index/gtm/vendors/dealfront/index.md) | 7% | 0% | 12 |
| 5 | [Microsoft Clarity](https://www.gane.ai/index/gtm/vendors/microsoft-clarity/index.md) | 3% | 11% | 19 |
| 6 | [HubSpot Marketing Hub](https://www.gane.ai/index/gtm/vendors/hubspot-marketing-hub/index.md) | 3% | 10% | 10 |
| 8 | [Matomo](https://www.gane.ai/index/gtm/vendors/matomo/index.md) | 2% | 4% | 54 |
| 9 | [PostHog](https://www.gane.ai/index/gtm/vendors/posthog/index.md) | 2% | 6% | 18 |
| 10 | [Piwik PRO Analytics Suite](https://www.gane.ai/index/gtm/vendors/piwik-pro-analytics-suite/index.md) | 2% | 0% | 11 |
| 15 | [Plausible Analytics](https://www.gane.ai/index/gtm/vendors/plausible-analytics/index.md) | 0% | 7% | 41 |
| 16 | [Fathom](https://www.gane.ai/index/gtm/vendors/fathom/index.md) | 0% | 11% | 19 |
| 19 | [Heap](https://www.gane.ai/index/gtm/vendors/heap/index.md) | 0% | 12% | 16 |

Rank is by share of first choices among all 90 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: Google Analytics 4; alternatives Coffee, Microsoft Clarity, Mixpanel, PostHog
- GPT-5.4 mini: Google Analytics 4; alternatives Matomo, Piwik PRO Analytics Suite
- Gemini 3.5 Flash: Factors.ai; alternatives Dealfront, Dreamdata, Fathom Analytics, HockeyStack
- Perplexity Sonar: Google Analytics 4; alternatives HubSpot Marketing Hub, Matomo, Piwik PRO Analytics Suite, Similarweb
- Grok 4.20: 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://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, October 2026 Edition, www.gane.ai/index/gtm.