Top 50 Product Analytics Companies Most Recommended by AI
Which Product Analytics companies AI assistants recommend most — ranked by AI Visibility Score from real buyer-intent prompts run across ChatGPT, Claude, Gemini and Perplexity. No estimates, no fabricated scores.
About this research
Surfora is an AI Visibility Intelligence platform that measures brand visibility across ChatGPT, Claude, Gemini, Perplexity and Google AI. This report is built only from real responses collected across those assistants — every score, share and ranking is computed from collected model output, never estimated or fabricated.
The ranking
Every score below is computed from real model responses to product analytics buyer-intent prompts — never estimated. The AI Visibility Score (0–100) blends mention frequency, average position, model coverage, category relevance and sentiment. Models shows how many of the four major assistants name the company.
| # | Company | AI Visibility Score | AI Share of Voice | Avg. position | Mentions | Models |
|---|---|---|---|---|---|---|
| 1 | 78.1 | 22.4% | 1.3 | 36 | 4/4 | |
| 2 | 77.3 | 21.8% | 1.9 | 36 | 4/4 | |
| 3 | 71.8 | 16.1% | 3.3 | 29 | 4/4 | |
| 4 | 69.3 | 14.0% | 3.6 | 26 | 4/4 | |
| 5 | 65.1 | 10.1% | 4.3 | 23 | 4/4 | |
| 6 | 58.0 | 6.0% | 5.0 | 17 | 4/4 | |
| 7 | 49.8 | 2.9% | 6.0 | 9 | 4/4 | |
| 8 | 35.5 | 0.6% | 0.0 | 2 | 2/4 | |
| 9 | 33.4 | 0.6% | 6.0 | 2 | 2/4 | |
| 10 | 30.4 | 1.3% | 0.0 | 4 | 3/4 | |
| 11 | 26.2 | 1.3% | 0.0 | 4 | 2/4 | |
| 12 | 21.6 | 0.3% | 7.0 | 1 | 1/4 | |
| 13 | 21.3 | 0.6% | 0.0 | 2 | 1/4 | |
| 14 | 19.5 | 0.3% | 0.0 | 1 | 1/4 | |
| 15 | 17.5 | 0.3% | 0.0 | 1 | 1/4 | |
| 16 | 17.4 | 0.3% | 0.0 | 1 | 1/4 | |
| 17 | 17.3 | 0.3% | 0.0 | 1 | 1/4 | |
| 18 | 17.2 | 0.3% | 0.0 | 1 | 1/4 | |
| 19 | 17.2 | 0.3% | 0.0 | 1 | 1/4 |
What buyers ask AI in Product Analytics
These are the buyer-intent prompts behind this ranking — the questions that decide which product analytics tools AI assistants name.
- "What's the best product analytics tool for a SaaS startup?"
- "Best Amplitude alternative for product teams?"
- "Which analytics tool is best for funnel and retention analysis?"
- "Product management tool with the best roadmapping?"
- "Affordable product analytics for an early-stage team?"
How to read this ranking
A higher AI Visibility Score means AI assistants recommend the brand more often and more prominently when buyers ask for a product analytics recommendation. AI Share of Voice shows how much of the category's AI attention each brand captures — a zero-sum view where one brand's gain is another's loss. We publish a number only when it's backed by real model responses; read the full methodology for the exact weights.
Run a free AI Visibility Snapshot to see how AI assistants rank your product analytics brand, or book an audit for a full competitive breakdown.
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