The factors that matter most are answer extractability (can the AI find a clear answer in your content), entity clarity (does the AI know exactly who you are and what you do), content authority (real expertise signals, consistent NAP across the web, authoritative outbound citations), and structural cleanliness (clean HTML, fast pages, mobile-ready). Sites strong on all four get cited consistently. Weakness in any one of them drops citation frequency materially.
