Module 3 · Competitors

See who AI engines recommend instead of you.

Every analysed answer is mined for competitor mentions — so you know who's winning the answers your buyers care about.

What you get

Leaderboard — Visibility %, Recommendation Rate, Avg Position, Citation Support per competitor.
Visibility Index — single composite score per competitor, comparable to your own.
Per-engine breakdown — see who dominates each engine, not just the aggregate.
Source overlap — find the publications and reviews that cite them more than you.

How are competitors tracked?+

From the same analysed answers as your brand — non-exclusive. Every cited competitor is captured with mention, recommendation and position counts.

What is the Competitor Visibility Index?+

A composite of Visibility %, Recommendation Rate, Avg Position and Citation Support, normalized so leaders sit above 50.