Best product analytics tools
34 products named in 120 answers across 4 wordings
In nearly every answer
Contested
By Google
How often 10 AI models recommend Google Analytics, what they say about it, and who they recommend instead, on the 2 buying questions where it came up.
Share of each model's answers that named it, at any position · The black tick marks the panel average
Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.
Each model's one-line reason for recommending it, from its first answer
Ubiquitous and free, adequate for web funnels, though less suited to deep product analysis.
Widely adopted, accessible web analytics with useful product measurement capabilities.
Ubiquitous, free event-based tracking that bridges marketing attribution and basic product usage.
Ubiquitous, free baseline for web traffic though less product-centric.
Free, ubiquitous, and its funnel exploration reports are solid for basic needs.
Free, ubiquitous web analytics; deep tracking of acquisition funnels.
Free, ubiquitous baseline with GA4 event model, though less product-depth focused.
Free, widely adopted, solid funnel reporting across web and app.
Free and ubiquitous, though less precise for product-specific behavioral analysis.
Free web/app analytics with event-based model and BigQuery export
Essential for measuring organic traffic behavior and conversions.
Connects organic acquisition to on-site behavior and conversions for marketing measurement.
Essential for tying organic traffic to conversions and revenue.
Free traffic measurement; essential for tracking SEO performance and conversions.
Free traffic and behavior insights for SEO decisions.
Free traffic and behavior insights for SEO decisions
Each question's products ranked by the share of all answers that named them, Google Analytics highlighted.
34 products named in 120 answers across 4 wordings
In nearly every answer
Contested
33 products named in 120 answers across 4 wordings
In nearly every answer
Contested
Share of each model's answers on the question that named it · Hover a cell for the count
| Question | Claude Haiku 5.5 | GPT-6 Luna | Gemini 4 Argon | Qwen 3.8 Flash | DeepSeek V4 Pro | GLM-5.3 | Kimi K3 | MiniMax M3 | Mistral Large 4 | Nemotron 3 Ultra |
|---|---|---|---|---|---|---|---|---|---|---|
| Best product analytics tools | 100 | 67 | 67 | 75 | 25 | 75 | 75 | 67 | 75 | 92 |
| Best SEO tools | 42 | 100 | 42 | 8 | 17 | 33 | 17 | 75 |
Share of answers that named it under each way of asking the question · Hover a cell for the exact wording
| Question | List request | Buyer asking for advice | Search query | Worth paying for? |
|---|---|---|---|---|
| Best product analytics tools | 77 | 93 | 83 | 33 |
| Best SEO tools | 43 | 47 | 27 | 17 |
Against the products named most often on the same questions
Other Google products: BigQuery, Google Meet, Google Chat, Google Forms, Google Drive, Google Cloud, Google Search Console, Google Calendar, Looker, Wufoo, Gemini Code Assist, Google Keyword Planner, Looker Studio, Gemini, Google Cloud Build, Google Cloud Storage, Google App Engine, Google Cloud SQL, Google One, Google Sites, Firebase, Google Workspace, Google Docs, Google Cloud Spanner, Google Trends
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