Weaviate is already visible for AI infrastructure discovery queries (e.g., research scientists and cloud architects) and has crawlable, tiered pricing plus multiple case studies. The biggest citation risk is evaluation-stage coverage for the specific buyer personas you listed (CRO, CFO, VP Eng, Systems Admin, etc.)—you need persona- and outcome-dense pages that answer those exact questions so AI engines can cite first-party content instead of only general vector-database explanations.