diff --git a/src/neo4j/exceptions.py b/src/neo4j/exceptions.py
index d759a65f..84f00559 100644
--- a/src/neo4j/exceptions.py
+++ b/src/neo4j/exceptions.py
@@ -608,6 +608,12 @@ def is_retryable(self) -> bool:
         retry. This method makes mostly sense when implementing a custom
         retry policy in conjunction with :ref:`explicit-transactions-ref`.
 
+        .. warning::
+
+            Auto-commit transactions
+            (:meth:`.Session.run`/:meth:`.AsyncSession.run`) are not retryable
+            regardless of this value.
+
         :returns: :data:`True` if the error is retryable,
             :data:`False` otherwise.
 
@@ -818,6 +824,12 @@ def is_retryable(self) -> bool:
         retry. This method makes mostly sense when implementing a custom
         retry policy in conjunction with :ref:`explicit-transactions-ref`.
 
+        .. warning::
+
+            Auto-commit transactions
+            (:meth:`.Session.run`/:meth:`.AsyncSession.run`) are not retryable
+            regardless of this value.
+
         :returns: :data:`True` if the error is retryable,
             :data:`False` otherwise.