diff --git a/etc/crontab b/etc/crontab
index 8807b4a..f89adb1 100644
--- a/etc/crontab
+++ b/etc/crontab
@@ -1,5 +1,6 @@
 @weekly ./manage.py update_index
 @daily ./manage.py clearsessions
 @daily ./manage.py update_unsplash_photos
+@daily ./manage.py rebuild_references_index
 @weekly ./manage.py refresh_spotify_playlists
 */10 * * * * ./manage.py publish_scheduled_pages
diff --git a/requirements.txt b/requirements.txt
index b5abbac..ba8da3d 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,27 +1,26 @@
 Django==4.0.10
-wagtail==3.0.3
+wagtail==4.1.4
 django-environ==0.9.0
 whitenoise[brotli]==6.4.0
-Pygments==2.14.0
-beautifulsoup4==4.9.3
+Pygments==2.15.0
+beautifulsoup4==4.11.2
 lxml==4.9.1
 requests==2.28.1
-wagtail-generic-chooser==0.5
+wagtail-generic-chooser==0.5.1
 django-rq==2.7.0
 django-redis==5.2.0
-wagtail-draftail-snippet==0.4.2
 gunicorn==20.1.0
 psycopg2==2.9.5
 djangorestframework
 django-htmx==1.14.0
-wagtail-metadata==4.0.2
+wagtail-metadata==4.0.3
 humanize==4.6.0
 django-plausible==0.4.0
 sentry-sdk==1.15.0
 django-sri==0.5.0
-wagtail-2fa==1.6.3
+wagtail-2fa==1.6.5
 django-health-check==3.17.0
-wagtail-autocomplete==0.9.0
+wagtail-autocomplete==0.10.0
 Wand==0.6.10
 django3-cache-decorator==0.5.2
 django-cors-headers==3.14.0
@@ -36,3 +35,6 @@ PyYAML
 
 # Use custom `wagtail-favicon` with performance improvements
 git+https://github.com/RealOrangeOne/wagtail-favicon@4586efaac746085338fc7d61713006d9adc62d2e
+
+# Use custom `wagtail-draftail-snippet` with support for Wagtail 4.1
+git+https://github.com/RealOrangeOne/wagtail-draftail-snippet@0924ab12b1ca205b94ccd9a34ecc446d7ac422e5
diff --git a/website/common/migrations/0004_alter_footersetting_icons.py b/website/common/migrations/0004_alter_footersetting_icons.py
new file mode 100644
index 0000000..6a51184
--- /dev/null
+++ b/website/common/migrations/0004_alter_footersetting_icons.py
@@ -0,0 +1,30 @@
+# Generated by Django 4.0.10 on 2023-04-16 13:49
+
+import wagtail.fields
+import wagtail.snippets.blocks
+from django.db import migrations
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ("common", "0003_alter_contentpage_body_alter_listingpage_body"),
+    ]
+
+    operations = [
+        migrations.AlterField(
+            model_name="footersetting",
+            name="icons",
+            field=wagtail.fields.StreamField(
+                [
+                    (
+                        "icon",
+                        wagtail.snippets.blocks.SnippetChooserBlock(
+                            "contact.OnlineAccount", icon="user"
+                        ),
+                    )
+                ],
+                use_json_field=True,
+            ),
+        ),
+    ]
diff --git a/website/common/models.py b/website/common/models.py
index 38fabfe..90ae150 100644
--- a/website/common/models.py
+++ b/website/common/models.py
@@ -266,7 +266,8 @@ class ReferralLink(models.Model, index.Indexed):
 @register_setting(icon="arrow-down")
 class FooterSetting(BaseSetting):
     icons = StreamField(
-        [("icon", SnippetChooserBlock("contact.OnlineAccount", icon="user"))]
+        [("icon", SnippetChooserBlock("contact.OnlineAccount", icon="user"))],
+        use_json_field=True,
     )
 
     panels = [FieldPanel("icons")]
diff --git a/website/common/tests/test_pages.py b/website/common/tests/test_pages.py
index eead1d6..0bad11b 100644
--- a/website/common/tests/test_pages.py
+++ b/website/common/tests/test_pages.py
@@ -35,7 +35,7 @@ class ContentPageTestCase(TestCase):
         self.assertEqual(response.status_code, 200)
 
     def test_queries(self) -> None:
-        with self.assertNumQueries(34):
+        with self.assertNumQueries(40):
             self.client.get(self.page.url)
 
 
@@ -52,7 +52,7 @@ class ListingPageTestCase(TestCase):
         ContentPageFactory(parent=cls.page)
 
     def test_accessible(self) -> None:
-        with self.assertNumQueries(38):
+        with self.assertNumQueries(44):
             response = self.client.get(self.page.url)
         self.assertEqual(response.status_code, 200)
         self.assertEqual(len(response.context["listing_pages"]), 2)
diff --git a/website/common/tests/test_views.py b/website/common/tests/test_views.py
index 8dfa488..a6de697 100644
--- a/website/common/tests/test_views.py
+++ b/website/common/tests/test_views.py
@@ -22,7 +22,7 @@ class Error404PageTestCase(TestCase):
         )
 
     def test_queries(self) -> None:
-        with self.assertNumQueries(21):
+        with self.assertNumQueries(27):
             self.client.get(self.url)
 
 
diff --git a/website/search/tests.py b/website/search/tests.py
index 2bd554b..d9dab95 100644
--- a/website/search/tests.py
+++ b/website/search/tests.py
@@ -89,7 +89,7 @@ class SearchPageResultsTestCase(TestCase):
         )
 
     def test_too_high_page(self) -> None:
-        with self.assertNumQueries(46):
+        with self.assertNumQueries(52):
             response = self.client.get(
                 self.url, {"q": "post", "page": 3}, HTTP_HX_REQUEST="true"
             )