Amsell Analytics runs a 64-member customer community for operations and supply chain teams. Its own numbers echo a pattern Nielsen Norman Group has documented across online communities for two decades: roughly 90% lurk, 9% contribute occasionally, and 1% account for almost all the activity. Amsell's community skews further still: 4 members, 6.25% of the total, generated 87 of the community's 106 measured contribution points in the trailing 90 days, 82.1% of everything that happened. 51 members, 79.7% of the roster, posted, replied, or attended nothing at all.
Sorting by raw activity alone still misses the member worth the most. Tobias Kirkwood, Ravensdale Logistics' director of operations, posted once and replied once in the window, a score of 2 that alone ranks him below nine more active Contributors. He also referred two paying customers. Because a closed referral is a rarer, more commercially direct signal than another reply, it overrides the raw score outright instead of adding to it. That moves Kirkwood straight to Champion, regardless of how quiet his posting history looks next to it.
A community that only produces pleasant chatter is an audience wearing a community's name. Once the four Champions are named, they become the standing list for an ambassador program, a co-hosted AMA, or a case-study ask, the same well a webinar programme or a field and dinner event draws its warmest invitations from. The 51 Lurkers are not a problem the Programming Calendar tries to fix by pushing everyone to post. A low-friction poll keeps them reacting instead, and the reaction counts tell a moderator the quiet majority is still present rather than gone.