Review Response Drafter

Unanswered reviews — especially the bad ones — cost you future customers. This assistant reads each review, gauges the sentiment, and drafts an on-brand public response: gracious to the happy ones, constructive and de-escalating to the critical ones. Your team responds to every review consistently and fast, protecting your rating without spending hours crafting replies.

Category: E-commerce

How it works

1. A new customer review comes in
2. The assistant reads it and gauges the sentiment
3. It drafts an on-brand public response
4. The draft is filed to your table for review

Key benefits

• Respond to every review, fast and on-brand
• De-escalate criticism before it spreads
• Protect your rating and reputation
• Consistent voice across every reply

Use cases

• E-commerce and retail
• Hospitality and local business
• Brand and social teams
• Customer experience

Frequently asked questions

Does this assistant automatically post the response to the review platform?

No, it never auto-posts. The assistant drafts a response and files it to your Gaia table for your team to review and manually post.

Which review platforms does it connect to?

This assistant runs entirely within your Gaia workspace with no external integrations, so it works on review data you manually add or import into your table.

Can I customize the tone or brand voice of the responses?

Yes, you can adjust the assistant's instructions in Gaia to match your brand voice, whether that's formal, friendly, or de-escalating.

How does it handle negative reviews differently from positive ones?

It gauges the sentiment of each review and drafts a constructive, de-escalating response for critical reviews, while keeping replies gracious for positive ones.

Is this free to try?

Yes, you can test the assistant in your Gaia workspace; it runs on your own data with no external costs, though Gaia's platform may have its own pricing tiers.