diff --git a/data/gcolor3.gresource.xml b/data/gcolor3.gresource.xml
index afad380..bfd38bd 100644
--- a/data/gcolor3.gresource.xml
+++ b/data/gcolor3.gresource.xml
@@ -1,6 +1,7 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <gresources>
   <gresource prefix="/nl/hjdskes/gcolor3/">
+    <file alias="shortcuts.ui" preprocess="xml-stripblanks">shortcuts.ui</file>
     <!-- Using this alias, GtkApplication will automatically pick it up for us. -->
     <file alias="gtk/menus.ui" preprocess="xml-stripblanks">menus.ui</file>
     <file alias="color-row.ui" preprocess="xml-stripblanks">color-row.ui</file>
diff --git a/data/menus.ui b/data/menus.ui
index 78e1690..c94e219 100644
--- a/data/menus.ui
+++ b/data/menus.ui
@@ -2,6 +2,10 @@
 <interface>
   <menu id="app-menu">
     <section>
+      <item>
+        <attribute name="action">app.shortcuts</attribute>
+        <attribute name="label" translatable="yes">_Keyboard Shortcuts</attribute>
+      </item>
       <item>
         <attribute name="action">app.about</attribute>
         <attribute name="label" translatable="yes">_About</attribute>
diff --git a/data/shortcuts.ui b/data/shortcuts.ui
new file mode 100644
index 0000000..0d38c06
--- /dev/null
+++ b/data/shortcuts.ui
@@ -0,0 +1,60 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<interface>
+  <requires lib="gtk+" version="3.16"/>
+  <object class="GtkShortcutsWindow" id="shortcuts-gcolor3">
+    <property name="modal">1</property>
+    <child>
+      <object class="GtkShortcutsSection">
+        <property name="visible">1</property>
+        <property name="section-name">shortcuts</property>
+        <property name="max-height">12</property>
+        <child>
+          <object class="GtkShortcutsGroup">
+            <property name="visible">1</property>
+            <property name="title" translatable="yes">General</property>
+            <child>
+              <object class="GtkShortcutsShortcut">
+                <property name="visible">1</property>
+                <property name="accelerator">F9</property>
+                <property name="title" translatable="yes">Change page</property>
+              </object>
+            </child>
+          </object>
+        </child>
+        <child>
+          <object class="GtkShortcutsGroup">
+            <property name="visible">1</property>
+            <property name="title" translatable="yes">Palette shortcuts</property>
+            <child>
+              <object class="GtkShortcutsShortcut">
+                <property name="visible">1</property>
+                <property name="accelerator">&lt;ctrl&gt;s</property>
+                <property name="title" translatable="yes">Save currently selected color</property>
+              </object>
+            </child>
+          </object>
+        </child>
+        <child>
+          <object class="GtkShortcutsGroup">
+            <property name="visible">1</property>
+            <property name="title" translatable="yes">Saved color management</property>
+            <child>
+              <object class="GtkShortcutsShortcut">
+                <property name="visible">1</property>
+                <property name="accelerator">&lt;ctrl&gt;c</property>
+                <property name="title" translatable="yes">Copy highlighted color's hex value</property>
+              </object>
+            </child>
+            <child>
+              <object class="GtkShortcutsShortcut">
+                <property name="visible">1</property>
+                <property name="accelerator">Delete</property>
+                <property name="title" translatable="yes">Delete highlighted color</property>
+              </object>
+            </child>
+          </object>
+        </child>
+      </object>
+    </child>
+  </object>
+</interface>
diff --git a/meson.build b/meson.build
index a66418b..322489b 100644
--- a/meson.build
+++ b/meson.build
@@ -7,7 +7,7 @@ project('gcolor3', 'c', version: '2.2',
   ]
 )
 
-dep_gtk = dependency('gtk+-3.0', version: '>= 3.12.0', required: true)
+dep_gtk = dependency('gtk+-3.0', version: '>= 3.20.0', required: true)
 cc = meson.get_compiler('c')
 dep_lm = cc.find_library('m', required: true)
 
diff --git a/po/POTFILES b/po/POTFILES
index 0ed8fd8..98b243b 100644
--- a/po/POTFILES
+++ b/po/POTFILES
@@ -4,6 +4,7 @@ data/nl.hjdskes.gcolor3.desktop.in
 data/nl.hjdskes.gcolor3.appdata.xml.in
 data/color-row.ui
 data/menus.ui
+data/shortcuts.ui
 data/window.ui
 src/main.c
 src/gcolor3-application.c
diff --git a/src/gcolor3-application.c b/src/gcolor3-application.c
index a3d16cb..f602e30 100644
--- a/src/gcolor3-application.c
+++ b/src/gcolor3-application.c
@@ -34,6 +34,34 @@ struct _Gcolor3ApplicationPrivate {
 
 G_DEFINE_TYPE_WITH_PRIVATE (Gcolor3Application, gcolor3_application, GTK_TYPE_APPLICATION);
 
+static void
+gcolor3_application_action_shortcuts (UNUSED GSimpleAction *action,
+				      UNUSED GVariant      *parameter,
+				      gpointer              user_data)
+{
+	static GtkWindow *overlay = NULL;
+	GtkBuilder *builder;
+	GtkWindow *window;
+
+	if (!overlay) {
+		builder = gtk_builder_new_from_resource ("/nl/hjdskes/gcolor3/shortcuts.ui");
+		overlay = GTK_WINDOW (gtk_builder_get_object (builder, "shortcuts-gcolor3"));
+		g_object_unref (builder);
+		g_object_set (overlay, "view-name", NULL, NULL);
+
+		g_signal_connect (overlay, "delete-event",
+				  G_CALLBACK (gtk_widget_hide_on_delete), NULL);
+
+		window = gtk_application_get_active_window (GTK_APPLICATION (user_data));
+
+		gtk_window_set_modal (overlay, TRUE);
+		gtk_window_set_transient_for (overlay, window);
+		gtk_window_set_destroy_with_parent (overlay, TRUE);
+	}
+
+	gtk_window_present (overlay);
+}
+
 static void
 gcolor3_application_action_about (UNUSED GSimpleAction *action,
 				  UNUSED GVariant      *parameter,
@@ -79,6 +107,7 @@ gcolor3_application_action_quit (UNUSED GSimpleAction *action,
 }
 
 static GActionEntry app_entries[] = {
+	{ "shortcuts", gcolor3_application_action_shortcuts, NULL, NULL, NULL },
 	{ "about", gcolor3_application_action_about, NULL, NULL, NULL },
 	{ "quit",  gcolor3_application_action_quit,  NULL, NULL, NULL },
 };