To do a sitemap audit, first, ensure that your sitemap submission is up-to-date. Then, use a sitemap audit tool such as Screaming Frog, Google Search Console, or SEMrush to check for errors, missing pages, and duplicate content. Finally, review and fix any issues found to improve your site's crawlability and search engine visibility.