Index › GTM › Products › Google Analytics 4 · November 2026 Edition
17 categories · Ranked

Google Analytics 4

Google Analytics 4 is an analytics product from Google, available at analytics.google.com · analytics.google.com ↗

#1Best rank (small business)
14/14Models named it
108First choices
150Warnings
November 2026 Edition · all company sizes counted.
Ranked inWeb analytics #1 small businessAttribution and marketing mix modeling #3Customer intelligence and data science #3Audience and consumer insights platforms #4Product analytics #64Mobile apps #36
11 more
Content marketing platforms #24SEO and content optimization platforms #18Session replay and heatmaps #12Data management platforms #32Ecommerce marketing #26Customer data platforms #27Market intelligence platforms #73AI visibility and answer engine tracking tools #41PR and media monitoring #45Pricing optimization #73Website governance and accessibility #65

Gane, the publisher, sells software in Attribution & MMM, Content marketing, SEO and AI visibility, where this product is measured. It is measured there by the same method as every other product. How the conflict is handled.

What AI models recommend in web analytics

Leads at small business. Ranked 6 of 83 for enterprise buyers.

The standing depends on who is buying. Every model is asked the same questions for each company size.

Why models recommend it

“Google Analytics 4 (GA4): Create a segment specifically for sessions coming from `tawk.to` or sources containing "chatgpt" or "google_ai". This shows you *real* revenue-driving traffic”Qwen 3.7 Flash · Negative question · first choice
“start with: 1. Google Analytics 4 + Microsoft Clarity (both free) - This combination covers almost all basic to intermediate analytics needs at zero cost”MiniMax M2.5 · Budget-constrained question · first choice
“For most mid-market B2B companies, GA4 with BigQuery paired with CRM integration ... provides the best balance of capability, cost, and complexity.”MiniMax M2.5 · Direct question · first choice
“a combination of Google Analytics 4 (for overall traffic and conversion tracking) and Dealfront Leadfeeder ... is a powerful stack”Mistral Small · Paraphrase question · first choice

What gives them pause

“You should avoid the classic "first-click" and "last-click" models that many legacy web analytics tools (like old-school Google Analytics, or simpler CRM tools) default to.”DeepSeek V4 Flash · Negative question · warning
“Google Analytics is the most scrutinized analytics platform, with several documented concerns... ruled that Google Analytics violates GDPR”MiniMax M2.5 · Negative question · warning
“Google Analytics is notorious for using invasive data collection techniques... many businesses are switching away from Google Analytics”Claude Haiku 4.5 · Negative question · warning
“Why avoid? It collects vast amounts of user data (often without explicit consent)... It's the most criticized in privacy audits”Grok 4.20 · Negative question · warning

Also on the shortlist

The products named in the same answers as Google Analytics 4, over the 559 answers that named it, and how often each was the first choice instead.

What the models named instead of Google Analytics 4 →

A side-by-side page exists where both products are among a category's top eight.

At a glance

Stated on Google Analytics 4's own site, not checked by Gane.

For
businesses of every size
Price stated
free of charge
Free plan or trial
free of charge
Customers named
412 Food Rescue, Lider, McDonald's Hong Kong
Headquarters
Mountain View, California, United States
Founded
1998
Visit analytics.google.com ↗

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named Google Analytics 4 came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 473 of the 559 answers that named Google Analytics 4 and are not a share of its labels.

Domains cited

g2.com130
linkedin.com88
spotsaas.com85
softwareadvice.com83
amplitude.com77
gane.ai/indexpublisher (Gane)76
usermaven.com76
toolradar.com73
mixpanel.com63
capterra.com62

737 of the 813 domain citations in answers naming Google Analytics 4 came from a third party's page. Seventy-six were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Google Analytics 4 across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.5723315
GPT-5.4 mini31138
Gemini 3.5 Flash243413
Perplexity Sonar460515
Grok 4.20654621
Mistral Small317516
DeepSeek V4 Flash552416
Llama 4 Maverick116210
Qwen 3.7 Flash641617
Kimi K2366318
GLM 4.7 FlashX773320
MiniMax M2.5536418
GPT-6 Luna430310
Muse Glimmer 30B453416