Comparison prompts are the most stable query class | Trakkr Research
The study 'Same Question, Different AI, Different Answers' evaluated response stability across multiple AI models and identified comparison prompts as the most consistent query class.
Methodology: Built from 797,644 valid comparisons across 44,088 reports and 8 models, covering 6,439,133 model responses in the observed window.
Claim
Comparison prompts average 50.4% agreement, representing the highest stability among tracked query classes.
Why it matters
Strategists and operators should prioritize comparison pages to anchor more portable visibility across AI platforms, as these formats offer greater consistency than broader recommendation content.
Supporting metrics
| Metric | Value | Context |
|---|---|---|
| Comparison-query agreement | 50.4% | Comparison prompts produce the highest average agreement. |
Related pages
Continue through the same study cluster.
- are general and best of prompts more volatile than comparisons - Related answer page
- what does an average top three overlap of two point eight mean - Related answer page
- query class agreement tracker - Related tracker page
Data & Sources
- Same Question, Different AI, Different Answers - Flagship study behind this page
- Page JSON - Machine-readable companion file