Clearscope is highly likely to be cited for category shortlists (e.g., “What is the best SEO content optimization software?”) because it has strong G2 social proof (92 reviews, 4.9★) and a crawlable pricing page. The biggest AI citation risk is evaluation-stage comparison queries (e.g., “How does Clearscope compare to Semrush?”) if first-party “[Brand] vs [Competitor]” pages are missing or not structured for AI; the single highest-ROI fix is to publish/ensure indexed, brand-led comparison pages for Semrush, Surfer, Frase, MarketMuse, and Ahrefs.