Competitor Analysis (AI)

Competitor analysis in AI visibility involves systematically comparing how AI systems mention and recommend your brand versus competing brands. This includes analyzing relative share of voice, ranking positions, sentiment comparisons, and the specific contexts where competitors appear but you don't. AI competitor analysis helps identify visibility gaps and opportunities for improvement. Unlike traditional competitive analysis focused on search rankings and traffic, AI competitor analysis focuses on recommendation patterns in conversational AI.