Keyword cannibalization analysis refers to the process of evaluating and identifying instances where multiple pages on a website are ranking for the same or similar keywords, leading to competition and potentially negatively impacting search engine optimization (SEO) efforts. The analysis helps in identifying and resolving conflicts among pages to maximize organic traffic and improve website performance.