Competitive Positioning

Competitive Positioning summarises how often AI assistants recommend a brand versus its peers and how those mentions rank side by side.

What's Included

  • Mention share — Percentage of shared queries where each competitor appears.
  • Average position — Ranking distribution for brand vs. competitor mentions.
  • Context highlights — Snippets explaining why the AI assistant prefers one solution.
  • Head-to-head win rate — Portion of shared queries where the brand outranks a competitor.

Usage Scenarios

  1. Prioritise competitive enablement content by identifying which rivals dominate AI answers.
  2. Equip sales with evidence of where the brand wins or loses in AI-led consideration sets.
  3. Track impact of new product launches on competitive share within AI responses.

Connections

Competitive positioning relies on raw mention detection (Mention Rate) and ranking evaluation (Position Ranking). The Tone of each mention adds qualitative colour to the win/loss reasoning.