Match density

Match density is decided long before the matchmaking platform switches on, because it's a function of who you invited and admitted. An event with 900 sellers and 60 genuine buyers has low density for the sellers regardless of software, and no algorithm can invent counterparts that aren't registered. That makes density primarily an audience-acquisition problem: organizers influence it through targeted marketing, hosted buyer recruitment, and admission criteria, not through platform settings. In practice, teams estimate density by segment before the event, counting how many plausible matches exist for each exhibitor category and each buyer type. Segments below a workable threshold get targeted recruitment or honest expectation-setting. The common mistake is measuring density as a single event-wide average, which hides the problem: your headline number can look healthy while one hall of niche exhibitors has almost nobody relevant to meet. Those exhibitors are next year's non-renewals. One honest nuance: more registrants doesn't automatically mean more density. Adding a thousand students to a procurement-focused show raises attendance and lowers the share of relevant matches. Density is about fit within segments, so grow the segments that are thin, not the total.