Table of Contents
- Why Flat Traffic Numbers Can Mislead Media Planning
- The Four Composition Dimensions That Shift Independently
- 1. GEO Breakdown
- 2. Engagement Signals
- 3. AI-Citation Rates
- 4. Syndication Patterns
- A Worked Example: Same Traffic, Different Outlet Value
- What to Read in the Composition Layer
- How OMI’s Panel Structure Surfaces the Composition View
- Final Take
- FAQ
- Why can two outlets have identical traffic but different values?
- What does GEO Breakdown reveal that overall traffic does not?
- How fast can an outlet’s audience composition change?
- How does OMI track composition over time?
- Why is traffic a poor signal for outlet value in 2026?



