Skip to main content
← Back to Resource Centre

How to Compare Your AI Visibility with Competitors

Benchmarking PULSE Share of Voice against four market competitors.

By ASTONTO Research Team2026-08-045 min read

How to Compare Your AI Visibility with Competitors

Measuring your company in isolation provides an incomplete picture. Comparative evaluation piting your brand against 4 direct competitors calculates your PULSE Share of Voice.

Share of Voice Metrics

  • Appearance Rate: Percentage of test runs in which your entity appears vs competitors.
  • Competitor Win Rate: How often your entity occupies the #1 recommended position relative to rival brands.