diff --git a/server.js b/server.js
index 00a7045..e2ba410 100644
--- a/server.js
+++ b/server.js
@@ -809,8 +809,26 @@ function normalizeStats(systemId, raw) {
     };
   }
   if (systemId.includes('usecasegen')) {
+    // Query actual DB for user count (session counters reset on restart)
+    let dbUsers = 0;
+    try {
+      const Database = require('better-sqlite3');
+      if (systemId === 'eco-usecasegen') {
+        const db = new Database('/var/www/eco-usecasegen/data/users.db', { readonly: true });
+        dbUsers = db.prepare('SELECT COUNT(*) as count FROM users').get()?.count || 0;
+        db.close();
+      } else if (systemId === 'ggl-usecasegen') {
+        const db = new Database('/var/www/ggl-usecasegen/data/users.db', { readonly: true });
+        dbUsers = db.prepare('SELECT COUNT(*) as count FROM users').get()?.count || 0;
+        db.close();
+      } else if (systemId === 'fdx-usecasegen') {
+        const db = new Database('/var/www/fedex-cohort-app/data/users.db', { readonly: true });
+        dbUsers = db.prepare('SELECT COUNT(*) as count FROM users').get()?.count || 0;
+        db.close();
+      }
+    } catch (e) { /* fallback to raw */ }
     return {
-      totalUsers: raw.totalUsers || raw.userCount || 0,
+      totalUsers: dbUsers || raw.totalUsers || raw.userCount || 0,
       activeToday: raw.activeToday || 0,
       totalSessions: raw.totalSessions || raw.sessionCount || 0,
       totalCost: raw.totalCost || raw.estimatedCost || 0