diff --git a/superset/connectors/sqla/models.py b/superset/connectors/sqla/models.py
index ca1d4bc57a02..302935f8938e 100644
--- a/superset/connectors/sqla/models.py
+++ b/superset/connectors/sqla/models.py
@@ -1769,6 +1769,10 @@ def has_extra_cache_key_calls(self, query_obj: QueryObjectDict) -> bool:
             templatable_statements += [
                 f.clause for f in security_manager.get_rls_filters(self)
             ]
+            if is_feature_enabled("EMBEDDED_SUPERSET"):
+                templatable_statements += [
+                    f["clause"] for f in security_manager.get_guest_rls_filters(self)
+                ]
         for statement in templatable_statements:
             if ExtraCache.regex.search(statement):
                 return True