diff --git a/pandas/core/indexing.py b/pandas/core/indexing.py
index 09fa08339bd43..22b03b3b2e47e 100644
--- a/pandas/core/indexing.py
+++ b/pandas/core/indexing.py
@@ -521,6 +521,9 @@ def loc(self) -> _LocIndexer:
         sidewinder mark i          10      20
                    mark ii          1       4
         viper      mark ii          7       1
+
+        Please see the :ref:`user guide<advanced.advanced_hierarchical>`
+        for more details and explanations of advanced indexing.
         """
         return _LocIndexer("loc", self)