diff --git a/backend/app/services/llm_client.py b/backend/app/services/llm_client.py
index 0959198..816293f 100644
--- a/backend/app/services/llm_client.py
+++ b/backend/app/services/llm_client.py
@@ -128,12 +128,20 @@ class LLMClient:
         self.logger.info("[%s] Structured LLM request started. Prompt: %s", step_name, prompt_preview)
         start_time = time.perf_counter()
 
+        extra_body = self._build_extra_body()
+        self.logger.info("[%s] Structured LLM Extra Body: %s", step_name, str(extra_body))
+
         try:
             model = self._get_langchain_model()
             structured = model.with_structured_output(pydantic_model, method="json_schema")
             result = await structured.ainvoke(prompt)
 
             elapsed_ms = (time.perf_counter() - start_time) * 1000
+            self.logger.info(
+                "[%s] Structured LLM Response: %s",
+                step_name,
+                getattr(result, "model_dump", lambda: result)(),
+            )
             self.logger.info(
                 "[%s] Structured LLM request completed in %.2fms",
                 step_name,