diff --git a/pr_agent/tools/pr_code_suggestions.py b/pr_agent/tools/pr_code_suggestions.py
index 1a965192..f7bb3315 100644
--- a/pr_agent/tools/pr_code_suggestions.py
+++ b/pr_agent/tools/pr_code_suggestions.py
@@ -100,7 +100,7 @@ class PRCodeSuggestions:
                 data = {"code_suggestions": []}
 
             if data is None or 'code_suggestions' not in data or not data['code_suggestions']:
-                get_logger().error('No code suggestions found for the PR.')
+                get_logger().warning('No code suggestions found for the PR.')
                 pr_body = "## PR Code Suggestions ✨\n\nNo code suggestions found for the PR."
                 get_logger().debug(f"PR output", artifact=pr_body)
                 if self.progress_response: