Feedback Response Prompt Templates

AI prompt templates for responding to feedback. Address positive and negative feedback professionally.

Overview

Responding to feedback, whether positive or negative, shapes how customers see your brand. A good response to negative feedback can turn critics into fans. A thoughtful response to positive feedback encourages more of it. These templates help you respond in ways that strengthen relationships.

Best Practices

1

Respond to negative feedback quickly. The longer you wait, the more the customer stews

2

Thank people for positive feedback specifically. Generic thanks feels automated

3

Take negative conversations private when possible, but acknowledge them publicly first

4

Don't be defensive. Even unfair feedback often has a kernel of truth worth examining

5

Follow up after you've fixed issues flagged in feedback. It shows you actually listened

Prompt Templates

1. Response to Negative Review

Write a public response to a negative review.

Platform: [REVIEW_PLATFORM]
Rating: [STAR_RATING]
Main complaint: [CORE_ISSUE]
Fair or unfair assessment: [YOUR_HONEST_TAKE]
What you can do about it: [AVAILABLE_ACTIONS]

Write a response that:
1. Thanks them for the feedback (briefly)
2. Acknowledges the specific issue
3. Offers to make it right or explains what you've done
4. Invites them to continue the conversation privately

Stay professional. Remember this is public.
Platform: Google Reviews
Rating: 2 stars
Main complaint: Long wait times on support, took 3 days to get a response
Fair or unfair assessment: Fair, we were understaffed that week
What you can do about it: Apologize, explain we've added staff, invite them back
Thank you for sharing this feedback. A 3-day wait for support isn't acceptable, and I'm sorry that was your experience.

We had a staffing gap that week that's since been fixed. Our current response times are back under 4 hours.

I'd like to make this right. If you email me at support@company.com with your ticket details, I'll personally make sure any open issues get resolved. I hope we get a chance to give you a better experience.

Responding to public negative reviews on Google, Yelp, app stores, etc.

  • Keep it short. Long defensive responses look worse than brief accountable ones
  • Never argue in public. If they respond negatively again, take it offline

2. Response to Positive Review

Write a response to a positive review.

Platform: [REVIEW_PLATFORM]
Rating: [STAR_RATING]
What they praised: [SPECIFIC_PRAISE_POINTS]
Anything to highlight or mention: [RELEVANT_INFO]

Write a response that:
1. Thanks them genuinely (not generically)
2. References something specific they said
3. Optionally mentions something relevant they might not know about

Keep it warm but not over the top.
Platform: App Store
Rating: 5 stars
What they praised: Easy to use, great customer support, helped them save time
Anything to highlight or mention: New features coming next month they might like
Thanks so much for this review! Really glad to hear the app is saving you time, that's exactly what we're going for.

And happy our support team could help. I'll pass your kind words along to them.

By the way, we've got some new automation features coming next month that should save you even more time. Keep an eye on the app updates!

Responding to positive public reviews to build goodwill

  • Mentioning their specific praise shows you actually read it, not just auto-responded
  • Don't overdo it with promotional content, but a relevant mention is fine

3. Response to Constructive Feedback

Write a response to thoughtful constructive feedback.

Feedback channel: [EMAIL/SURVEY/SOCIAL]
What they suggested: [SUGGESTION_OR_CRITICISM]
Is this something you're already working on: [YES/NO/MAYBE]
Can you commit to anything: [WHAT_YOU_CAN_PROMISE]

Write a response that:
1. Thanks them for taking the time to share this
2. Addresses whether you can act on it
3. Sets expectations appropriately
4. Keeps the door open for future feedback

Be honest about what you can and can't do.
Feedback channel: Email
What they suggested: Dark mode for the mobile app
Is this something you're already working on: Yes, on the roadmap for Q2
Can you commit to anything: Can tell them it's coming, no exact date yet
Thanks for the dark mode suggestion! You're definitely not the first person to ask for this.

Good news: it's already on our roadmap. We're planning to release it in the first half of this year. I don't have an exact date yet, but it's actively being worked on.

I've added your email to the list of people to notify when it launches. Appreciate you taking the time to write in.

When customers send thoughtful suggestions or constructive criticism via direct channels

  • If it's on your roadmap, say so. Customers love knowing they're heard
  • If you can't do it, explain why briefly. 'We've considered it but...' goes a long way

4. Response to Survey Feedback

Write a follow-up email to someone who left detailed survey feedback.

Survey type: [NPS/CSAT/CUSTOM]
Their score: [SCORE]
Their written comment: [VERBATIM_COMMENT]
Key points to address: [MAIN_THEMES]
Any action you're taking based on their feedback: [ACTIONS]

Write a personalized response that:
1. Thanks them for the detailed feedback
2. Addresses their specific points
3. Mentions any actions you're taking
4. Doesn't feel like a form letter

Keep it genuine.
Survey type: NPS
Their score: 6 (Passive)
Their written comment: 'Product is good but pricing is confusing. Too many tiers, hard to know which plan is right for me.'
Key points to address: Pricing complexity
Any action you're taking: Product team is simplifying pricing next quarter, offer to walk them through current options
Thanks for taking the time to fill out our survey and for the honest feedback on pricing.

You're right that our current tier structure is confusing. We've heard this from others too, and our team is actually working on simplifying it. The new pricing should be clearer about what you get at each level.

In the meantime, if you're not sure which plan fits you best, I'm happy to help you figure it out. Just reply with a bit about how you use the product and I'll point you to the right option.

Thanks again for the feedback. It's genuinely helpful.

Following up with customers who left thoughtful written feedback in surveys

  • Passives (NPS 7-8) are often your best source of actionable feedback. Don't ignore them
  • Personal follow-ups to survey respondents significantly improve retention

Common Mistakes to Avoid

Sending generic copy-paste responses that don't address anything specific the customer said

Getting defensive or argumentative in response to negative public feedback

Only responding to negative feedback and ignoring positive reviews, which misses an opportunity to build loyalty

Frequently Asked Questions

Responding to feedback, whether positive or negative, shapes how customers see your brand. A good response to negative feedback can turn critics into fans. A thoughtful response to positive feedback encourages more of it. These templates help you respond in ways that strengthen relationships.

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