Reactions are empty calories.

Every community platform confuses volume with value. Likes, hearts, "great post!", fire emojis. It all looks like engagement. It is almost never contribution.

Earnest applies the Glassdoor rule to community: you get value by giving value first. Real advice. A warm intro. A concrete offer of help. Shared knowledge that saves another member a week.

Contributions are scored by AI against a specific rubric for genuine value. Only contributions that clear the bar unlock the community's most valuable content — the asks, the offers, the members' bios. Reactions render visibly on every card, and they carry zero weight. That is the point.

Every member has a role that tells them how to be active — Connector, Mentor, Host, Contributor, Newcomer. Newcomers must complete one genuine contribution to graduate. Community managers see health metrics, review appeals, and keep a human in the loop for anyone the AI wasn't sure about.