Google Analytics
Google Analytics is a web analytics product from Google that measures website traffic and signup conversions
Why models recommend it
“Best Budget-Friendly: Google Analytics 4”GLM 4.7 FlashX · Direct question · alternative
What gives them pause
“GA4 as a source of truth for MRR, ARR, churn, or NRR. GA4 is suited to acquisition and website behavior, not subscription accounting”Perplexity Sonar · Negative question · warning
“Basic free analytics tools like Google Analytics weren't designed for SaaS businesses.”Claude Haiku 4.5 · Negative question · warning
“Overwhelmingly called out as unreliable, bloated, or "the worst" in SaaS communities”Grok 4.20 · Negative question · warning
“Google Analytics 4 (GA4) — *Avoid for core SaaS revenue metrics*”DeepSeek V4 Flash · Negative question · warning
Also on the shortlist
The products named in the same answers as Google Analytics, over the 30 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 18 | 1 | View → | |
| 17 | 1 | View → | |
| 15 | 1 | View → | |
| 15 | 1 | View → | |
| 13 | 4 | View → | |
| 11 | 1 | View → | |
| 9 | 0 | View → | |
| 8 | 1 | View → | |
| 8 | 1 | View → | |
| 7 | 2 | View → |
A side-by-side page exists where both products are among a category's top eight.
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
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 30 of the 30 answers that named Google Analytics and are not a share of its labels.
Domains cited
No domain is on file for Google Analytics, so its own site is not marked.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 2 | 2 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 2 | 2 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |