diff --git a/podcastfy/content_generator.py b/podcastfy/content_generator.py
index d688151..aa1454d 100644
--- a/podcastfy/content_generator.py
+++ b/podcastfy/content_generator.py
@@ -525,21 +525,33 @@ def _clean_transcript_response(self, transcript: str, config: Dict[str, Any]) ->
 
         # Run rewriting chain
         llm = self.llm
-        rewrite_prompt = PromptTemplate(
+
+        analysis_prompt = PromptTemplate(
             input_variables=["transcript"],
-            template=config.get("rewrite_prompt_template", "Clean and improve this podcast transcript by deduping any repeated sections and improving conversational flow. Just output the improved conversation in the same format and nothing else. Do not add or omit any information.: \n\n{transcript}")
+            template=config.get("analysis_prompt_template", "You are a podcast editor. Analyze this podcast transcript and identify duplicated/repeated lines and recommendations to improve flow. Do not remove too many facts or add any new facts: \n\n{transcript} \n\nAnalysis (bullet-points, with line numbers referring to problematic lines.):")
+        )
+        analysis_chain = analysis_prompt | llm | StrOutputParser()
+
+        rewrite_prompt = PromptTemplate(
+            input_variables=["transcript", "analysis"],
+            template=config.get("rewrite_prompt_template", "Rewrite the podcast transcript by applying only the following recommendations. Refrain from shortening the transcript too much.\n\nRecommendations: \n\n{analysis}\n\nOriginal Transcript: \n\n{transcript}\n\nRewritten Transcript:")
         )
-        logger.debug("Executing rewriting chain")
         rewrite_chain = rewrite_prompt | llm | StrOutputParser()
 
         try:
-            rewritten_response = rewrite_chain.invoke({"transcript": transcript})
+            logger.debug("Executing analysis chain")
+            analysis = analysis_chain.invoke({"transcript": transcript})
+            logger.debug(f"Successfully analyzed transcript: \n\n{analysis}")
+
+            logger.debug("Executing rewriting chain")
+            rewritten_response = rewrite_chain.invoke({"analysis": analysis, "transcript": transcript})
             if not rewritten_response:
                 logger.warning("Rewriting chain returned empty response")
                 # Fall back to original
                 rewritten_response = transcript
             logger.debug("Successfully rewrote transcript")
-            logger.debug("Successfully rewrote transcript, BEFORE = ", transcript, "AFTER = ", rewritten_response)
+            logger.debug(f"Successfully rewrote transcript, BEFORE = \n\n{transcript}")
+            logger.debug(f"Successfully rewrote transcript, AFTER = \n\n{rewritten_response}")
         except Exception as e:
             logger.error(f"Error in rewriting chain: {str(e)}")
             rewritten_response = transcript  # Fall back to original