Platform architecture
Semrush is an SEO suite with AI visibility added on as a feature. Appear is purpose-built AI infrastructure — a reverse proxy that sits at the edge and handles AI crawler traffic natively. One bolted AI onto SEO; the other was built for AI from the ground up.