diff --git a/lib/main.dart b/lib/main.dart
index 985e12b80..9c8886fe4 100644
--- a/lib/main.dart
+++ b/lib/main.dart
@@ -8,6 +8,7 @@ import 'package:ente_auth/ente_theme_data.dart';
 import 'package:ente_auth/services/authenticator_service.dart';
 import 'package:ente_auth/services/billing_service.dart';
 import 'package:ente_auth/services/notification_service.dart';
+import 'package:ente_auth/services/preference_service.dart';
 import 'package:ente_auth/services/update_service.dart';
 import 'package:ente_auth/services/user_remote_flag_service.dart';
 import 'package:ente_auth/services/user_service.dart';
@@ -60,6 +61,7 @@ Future _runWithLogs(Function() function, {String prefix = ""}) async {
 Future<void> _init(bool bool, {String via}) async {
   InAppPurchaseConnection.enablePendingPurchases();
   CryptoUtil.init();
+  await PreferenceService.instance.init();
   await CodeStore.instance.init();
   await Configuration.instance.init();
   await Network.instance.init();
diff --git a/lib/services/preference_service.dart b/lib/services/preference_service.dart
new file mode 100644
index 000000000..06ab10309
--- /dev/null
+++ b/lib/services/preference_service.dart
@@ -0,0 +1,27 @@
+import 'package:shared_preferences/shared_preferences.dart';
+
+class PreferenceService {
+  PreferenceService._privateConstructor();
+  static final PreferenceService instance =
+      PreferenceService._privateConstructor();
+
+  late final SharedPreferences _prefs;
+
+  static const kHasShownCoachMarkKey = "has_shown_coach_mark";
+
+  Future<void> init() async {
+    _prefs = await SharedPreferences.getInstance();
+  }
+
+  bool hasShownCoachMark() {
+    if (_prefs.containsKey(kHasShownCoachMarkKey)) {
+      return _prefs.getBool(kHasShownCoachMarkKey)!;
+    } else {
+      return false;
+    }
+  }
+
+  Future<void> setHasShownCoachMark(bool value) {
+    return _prefs.setBool(kHasShownCoachMarkKey, value);
+  }
+}
diff --git a/lib/ui/home_page.dart b/lib/ui/home_page.dart
index ae0752f83..89437fa04 100644
--- a/lib/ui/home_page.dart
+++ b/lib/ui/home_page.dart
@@ -2,6 +2,7 @@
 
 import 'dart:async';
 import 'dart:io';
+import 'dart:ui';
 
 import 'package:ente_auth/core/event_bus.dart';
 import 'package:ente_auth/ente_theme_data.dart';
@@ -9,6 +10,7 @@ import 'package:ente_auth/events/codes_updated_event.dart';
 import "package:ente_auth/l10n/l10n.dart";
 import 'package:ente_auth/models/code.dart';
 import 'package:ente_auth/onboarding/view/setup_enter_secret_key_page.dart';
+import 'package:ente_auth/services/preference_service.dart';
 import 'package:ente_auth/services/user_service.dart';
 import 'package:ente_auth/store/code_store.dart';
 import 'package:ente_auth/ui/code_widget.dart';
@@ -121,7 +123,11 @@ class _HomePageState extends State<HomePage> {
         appBar: AppBar(
           title: const Text('ente Authenticator'),
         ),
-        floatingActionButton: !_hasLoaded || _codes.isEmpty ? null : _getFab(),
+        floatingActionButton: !_hasLoaded ||
+                _codes.isEmpty ||
+                !PreferenceService.instance.hasShownCoachMark()
+            ? null
+            : _getFab(),
       ),
     );
   }
@@ -131,12 +137,22 @@ class _HomePageState extends State<HomePage> {
       if (_codes.isEmpty) {
         return _getEmptyState();
       } else {
-        return ListView.builder(
+        final list = ListView.builder(
           itemBuilder: ((context, index) {
             return CodeWidget(_codes[index]);
           }),
           itemCount: _codes.length,
         );
+        if (!PreferenceService.instance.hasShownCoachMark()) {
+          return Stack(
+            children: [
+              list,
+              _getCoachMarkWidget(),
+            ],
+          );
+        } else {
+          return list;
+        }
       }
     } else {
       return const EnteLoadingWidget();
@@ -222,6 +238,64 @@ class _HomePageState extends State<HomePage> {
       ),
     );
   }
+
+  Widget _getCoachMarkWidget() {
+    return GestureDetector(
+      onTap: () async {
+        await PreferenceService.instance.setHasShownCoachMark(true);
+        setState(() {});
+      },
+      child: Row(
+        children: [
+          Expanded(
+            child: Container(
+              width: double.infinity,
+              color: Theme.of(context).colorScheme.background.withOpacity(0.1),
+              child: BackdropFilter(
+                filter: ImageFilter.blur(sigmaX: 8, sigmaY: 8),
+                child: Row(
+                  mainAxisAlignment: MainAxisAlignment.center,
+                  crossAxisAlignment: CrossAxisAlignment.center,
+                  children: [
+                    Column(
+                      mainAxisAlignment: MainAxisAlignment.center,
+                      children: [
+                        const Icon(
+                          Icons.swipe_left,
+                          size: 42,
+                        ),
+                        const SizedBox(
+                          height: 24,
+                        ),
+                        Text(
+                          "Swipe left to edit or remove codes",
+                          style: Theme.of(context).textTheme.headline6,
+                        ),
+                        const SizedBox(
+                          height: 36,
+                        ),
+                        SizedBox(
+                          width: 160,
+                          child: OutlinedButton(
+                            onPressed: () async {
+                              await PreferenceService.instance
+                                  .setHasShownCoachMark(true);
+                              setState(() {});
+                            },
+                            child: const Text("OK"),
+                          ),
+                        )
+                      ],
+                    ),
+                  ],
+                ),
+              ),
+            ),
+          ),
+        ],
+      ),
+    );
+  }
 }
 
 class SpeedDialLabelWidget extends StatelessWidget {