Competitive audit has become essential to achieve visibility in AI SERP. In this article, I explain what types of competitive audits I use for generative search, how I identify thematic and structural gaps against my rivals, what concrete benchmarking and optimization methods I apply, and what pitfalls I've learned to watch out for. I emphasize the recurring process of analyzing and monitoring visibility and KPIs in the AI-driven landscape to stay relevant and competitive.