Behavioural intent signal

Behaviour is the honest layer of matchmaking data. A registrant may tick "sustainability" on a form because it sounds right, but if their session bookmarks and exhibitor views all cluster around payment systems, their behaviour has told you what the form didn't. Modern matchmaking engines weight these signals heavily precisely because they're hard to fake and always current. Not all signals carry equal weight, and treating them equally is the classic implementation error. A meeting request is a strong signal; a profile view might be curiosity, a mis-click, or someone checking a competitor. Sensible systems weight by effort and specificity — the more deliberate the action, the more it should influence matching — and decay old signals so last month's browsing doesn't outvote yesterday's. For organizers, behavioural signals also power operational moves during the campaign: a buyer who viewed five exhibitors but requested no meetings is a nudge candidate, and an exhibitor nobody is viewing may need profile help. That's actionable while booking is still open. One honest nuance: behavioural tracking sits under privacy regulation, and participants deserve to know what's collected and who sees it. "We track everything silently" is both a compliance risk and, when discovered, a trust problem.