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AI Customer Service Prompts

Great customer service turns problems into loyalty. These prompts help you respond faster while keeping the empathy and personalization that automated responses usually lack.

1. Complaint Response Writer

Best: Claude
Write a response to this customer complaint: [paste complaint]. The situation: [brief context - what happened and why]. Tone: empathetic but not groveling. Structure: acknowledge their frustration specifically, take responsibility, explain what happened (briefly), describe the fix/resolution, and offer something extra. Under 200 words.
Paste the actual complaint. Claude mirrors the customer's emotional register and responds proportionally.

2. Refund Decision Framework

Best: Claude
Customer is requesting a refund: [describe situation]. Our policy: [paste relevant policy]. Customer's argument: [their reasoning]. Help me: evaluate whether this falls within policy, suggest a resolution that balances customer retention with business cost, draft the response for both "approved" and "declined" scenarios, and identify if we should make a policy exception and why.
Include the customer's history (loyal customer vs. first-time). Claude weighs lifetime value in recommendations.

3. Escalation De-escalator

Best: Claude
An angry customer just said: [paste angry message]. They've already spoken with [previous agent] and are escalated. Write a response that: doesn't repeat what the previous agent said, acknowledges their frustration with the process itself, takes personal ownership, proposes a concrete solution with timeline, and empowers them with a direct contact. Make them feel heard, not managed.
Include what the previous agent already offered. Claude avoids repeating failed approaches.

4. FAQ Response Library

Best: ChatGPT
Create response templates for these common support questions about [product]: [list 5-7 questions]. For each: a clear answer, step-by-step instructions if applicable, links to relevant help docs (placeholder [LINK]), proactive mention of related issues they might hit, and a closing that invites follow-up. Keep each under 150 words. Friendly but efficient tone.
Include your product's actual terminology. ChatGPT generates consistent template libraries efficiently.

5. Proactive Outreach Message

Best: Claude
Write a proactive customer outreach message for [situation - e.g., "we had a 2-hour outage that affected their data"]. Context: [what happened and who's affected]. The message should: lead with what happened (don't bury it), explain impact honestly, describe what we're doing to fix it, outline prevention steps, and offer compensation if appropriate. Tone: transparent and accountable.
Proactive communication builds more trust than reactive responses. Claude handles crisis communication well.

Try These Prompts with Multiple AIs

Get responses from Claude, ChatGPT, Gemini, and more—all at once. Compare which AI handles these prompts best.

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