Each award category is scored using a transparent four-pillar model. Provider Reputation (35%) draws on independent signals such as reviews, sentiment, social activity and digital presence. Clickability Reviews (30%) uses verified participant reviews weighted by recency. Community Votes (25%) reflect email-verified public votes. Platform Data (10%) measures responsiveness, availability, profile completeness and engagement.