diff --git a/readthedocs/search/documents.py b/readthedocs/search/documents.py
index f69e99b821e..b8c05ec9972 100644
--- a/readthedocs/search/documents.py
+++ b/readthedocs/search/documents.py
@@ -168,5 +168,6 @@ def get_queryset(self):
             queryset
             .internal()
             .exclude(ignore=True)
+            .select_related('version', 'project')
         )
         return queryset