Competitor Visibility

Competitor Visibility is the competitive intelligence dimension of AEO. While Share of Model and Citation Rate measure your own brand's AI presence, Competitor Visibility places those metrics in competitive context by tracking the same metrics for your key competitors across the same query set and AI engines.

Measuring Competitor Visibility involves running your query bank through AI engines and analysing not just your own brand mentions but also which competitors appear, how often, in what context, and with what sentiment. This competitive mapping reveals the dynamics of the AI visibility landscape: who dominates specific topic areas, which competitors are gaining or losing ground, and where opportunities exist for your brand to improve its positioning.

Competitor Visibility analysis also reveals competitive strategies. If a competitor suddenly increases their Share of Model, investigating their recent content, structured data changes, or citation-building activities can reveal tactics worth emulating. Conversely, if a competitor's visibility declines, understanding why (poor content quality, blocked AI crawlers, domain authority loss) provides warnings about pitfalls to avoid.

The most actionable Competitor Visibility insights come from query-level analysis: identifying specific queries where competitors appear and you don't. These "visibility gaps" represent targeted opportunities—creating or optimising content for these specific queries is one of the highest-ROI AEO activities.