diff --git a/pretalx_musicrate/__init__.py b/pretalx_musicrate/__init__.py
index 3e2f46a..61fb31c 100644
--- a/pretalx_musicrate/__init__.py
+++ b/pretalx_musicrate/__init__.py
@@ -1 +1 @@
-__version__ = "0.9.0"
+__version__ = "0.10.0"
diff --git a/pretalx_musicrate/views.py b/pretalx_musicrate/views.py
index 40c9424..43829cf 100644
--- a/pretalx_musicrate/views.py
+++ b/pretalx_musicrate/views.py
@@ -397,8 +397,14 @@ class ExportView(EventPermissionRequired, View):
         genre_question = request.event.pretalx_musicrate_settings.genre_question
         origin_question = request.event.pretalx_musicrate_settings.origin_question
         jurors = request.event.jurors.order_by("token")
-        for submission in request.event.submissions.prefetch_related("answers").filter(
-            submission_type__in=request.event.pretalx_musicrate_settings.submission_types.all()
+        for submission in (
+            request.event.submissions.prefetch_related("answers")
+            .select_related("submission_type")
+            .filter(
+                submission_type__in=request.event.pretalx_musicrate_settings.submission_types.all()
+            )
+            .only("title", "submission_type__name")
+            .order_by("created")
         ):
             submission_info = [submission.title, submission.submission_type.name]
             if genre_question is not None: