diff --git a/templates/base.html b/templates/base.html
index 4623716..cb08022 100755
--- a/templates/base.html
+++ b/templates/base.html
@@ -2371,22 +2371,24 @@
             }
         }
 
-        // PWA detection — set cookie for backend analytics
-        // WebAPK on Android may not report standalone via matchMedia reliably
-        var _isPWA = window.matchMedia('(display-mode: standalone)').matches
-            || window.matchMedia('(display-mode: minimal-ui)').matches
-            || window.navigator.standalone === true
-            || document.referrer.startsWith('android-app://');
-        // Fallback: if browser mode query is supported but does NOT match, we're in PWA
-        if (!_isPWA) {
-            var browserMode = window.matchMedia('(display-mode: browser)');
-            if (browserMode.media !== 'not all' && !browserMode.matches) {
-                _isPWA = true;
+        // PWA detection — send display mode info to server via cookie
+        (function() {
+            var modes = ['standalone', 'minimal-ui', 'fullscreen', 'browser'];
+            var detected = 'unknown';
+            for (var i = 0; i < modes.length; i++) {
+                if (window.matchMedia('(display-mode: ' + modes[i] + ')').matches) {
+                    detected = modes[i];
+                    break;
+                }
             }
-        }
-        if (_isPWA) {
-            document.cookie = 'pwa_mode=1; path=/; max-age=86400; SameSite=Lax';
-        }
+            if (window.navigator.standalone === true) detected = 'ios-standalone';
+            // Set cookie with detected mode for debugging
+            document.cookie = 'pwa_display=' + detected + '; path=/; max-age=86400; SameSite=Lax';
+            // PWA = anything that is NOT 'browser' and NOT 'unknown'
+            if (detected !== 'browser' && detected !== 'unknown') {
+                document.cookie = 'pwa_mode=1; path=/; max-age=86400; SameSite=Lax';
+            }
+        })();
 
         // PWA Smart Banner logic
         (function() {
diff --git a/utils/analytics.py b/utils/analytics.py
index 27e7de1..c948299 100644
--- a/utils/analytics.py
+++ b/utils/analytics.py
@@ -100,8 +100,9 @@ def get_or_create_analytics_session():
                 user_session.user_id = current_user.id
             # PWA cookie arrives on 2nd request (after JS sets it)
             pwa_cookie = request.cookies.get('pwa_mode')
-            if pwa_cookie:
-                logger.info(f"PWA cookie found: '{pwa_cookie}' for session {user_session.id}")
+            pwa_display = request.cookies.get('pwa_display')
+            if pwa_display:
+                logger.info(f"PWA display mode: '{pwa_display}' pwa_mode={pwa_cookie} session={user_session.id} browser={user_session.browser}")
             if not user_session.is_pwa and pwa_cookie == '1':
                 user_session.is_pwa = True
                 logger.info(f"Setting is_pwa=True for session {user_session.id}")