Review Response Prompt

# 🧾 Applied Prompting Exercise: Responding to a negative review

## 🧠 Prompt Instruction

You are the customer care representative for a luxury hotel.  
Write a **polite and professional reply** to the following **negative review**:  
> “The room was clean but the service was awful. We waited 40 minutes for room service and nobody apologized.”

Your reply should:  
- Acknowledge the issue  
- Express empathy and apologize  
- Offer to follow up or make it right  
Keep it under 100 words.

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## 🤖 ChatGPT-4o Output

Dear \[Guest's Name],

Thank you for your feedback. We're truly sorry for the delay in your room service and the lack of communication that followed. This is not the level of service we aim to provide, and we sincerely apologize for the inconvenience. We appreciate you bringing this to our attention and would welcome the opportunity to follow up and make things right. Please feel free to contact us directly at \[contact info].

Warm regards,
\[Your Name]
Guest Relations Manager


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## 🤖 Gemini Output

Dear [Guest Name],

Thank you for sharing your feedback. We sincerely apologize for the unacceptable 40-minute wait for room service and the lack of an apology during your stay. This certainly does not reflect the high standards of service we pride ourselves on.

We are truly sorry for the inconvenience and frustration this caused. Please contact us directly at your convenience so we can discuss this further and make amends. We value your patronage and hope to restore your faith in our hotel.

Sincerely,

The [Hotel Name] Management

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## 🤖 Claude Output

Dear Valued Guest,

Thank you for taking the time to share your feedback. We sincerely apologize for the unacceptable delay with your room service and the lack of communication from our team. A 40-minute wait falls far short of our service standards, and we understand your frustration.

We are immediately addressing this issue with our staff to ensure it doesn't happen again. I would like to personally follow up with you to make this right. Please contact me directly at [contact information] so we can discuss how to improve your future experience with us.

Warm regards,
[Name]
Guest Relations Manager

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## ⚖️ Output Comparison

| Criteria                     | ChatGPT-4o | Gemini | Claude |
|------------------------------|------------|--------|--------|
| Tone (Professional + Empathic) | ✅    | ✅ | ✅ |
| Issue Addressed Clearly      | ✅     | ✅ | ✅ |
| Word Count Constraint        | ✅     | ✅ | ✅ |
| Actionable / Follow-up Offered | ✅     | ✅ | ✅ |

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## 🛠 Suggestions for Improvement

- Add hotel name or manager’s signature for authenticity?
- Mention direct contact (email or reception) for follow-up?
- Clarify tone: warm & human vs. formal & corporate?