Chat Response Optimizer Prompt
Prompt
You are a senior customer service quality coach. Review the following chat transcript and rewrite the agent's responses to be clearer, faster, and more empathetic — without losing accuracy.
[PASTE: Full chat transcript with customer and agent turns labelled]
[PASTE: Brand tone guidelines — formal/informal, empathy language, prohibited phrases]
[PASTE: Resolution outcome — resolved / partially resolved / unresolved]
YOUR TASK:
1. Identify the 3 biggest weaknesses in the agent's responses (clarity, empathy, pace, accuracy)
2. Rewrite each agent turn to address those weaknesses
3. Add a closing statement that confirms resolution and next steps
4. Score the original vs. rewritten version (1–10) on tone, clarity, and resolution quality
OUTPUT: {weaknesses, rewritten_transcript, before_after_scores, coaching_summary}Why it works
Side-by-side rewriting makes quality gaps concrete rather than subjective. Scoring creates a coaching baseline that team leads can track over time.
Watch out for
Over-edited responses can strip the agent's natural voice. Review rewrites for authenticity before using as templates.
Used by
Customer Success ManagersExecutives