diff --git a/Jellyfin.Api/Controllers/LibraryController.cs b/Jellyfin.Api/Controllers/LibraryController.cs
index d4cc3810a0..60e5b3ed6d 100644
--- a/Jellyfin.Api/Controllers/LibraryController.cs
+++ b/Jellyfin.Api/Controllers/LibraryController.cs
@@ -740,6 +740,7 @@ namespace Jellyfin.Api.Controllers
 
             var query = new InternalItemsQuery(user)
             {
+                Genres = item.Genres,
                 Limit = limit,
                 IncludeItemTypes = includeItemTypes.ToArray(),
                 SimilarTo = item,