Yes, it is crucial to analyze and disavow spammy backlinks that come from low-quality or harmful websites. Google penalizes toxic backlinks, and having these in your backlink profile can negatively impact your SEO. Tools like Moz, Semrush, ahrefs, and Google Search Console can help detect and analyze spam links, allowing you to disavow them and maintain a clean and high-quality backlink profile.