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Demo

Demo: Drafting hotel review replies

Demo: Σύνταξη απαντήσεων σε reviews ξενοδοχείου

This demo takes four synthetic hotel reviews — one positive, two complaints, one question — and shows the classification, draft reply, and approval note that Review Responder produces for each.

Hospitality11 Apr 2026

Scenario

A hospitality team receives reviews across multiple platforms. Replies need to be consistent in tone, fast enough to signal responsiveness, and carefully checked before posting — especially when a guest raises a complaint.

This demo uses four synthetic reviews for a fictional hotel. No real guests, ratings, or property data are included.

Sample input

  • Review 1 (positive): "Fantastic stay. The room was spotless, the view was amazing, and the staff went out of their way to help. Will definitely be back."
  • Review 2 (complaint — breakfast): "The room was nice but breakfast was a real disappointment. Cold eggs, limited options, and it felt rushed. Expected more for this price level."
  • Review 3 (complaint — noise): "The location is perfect. Unfortunately our room was above the bar area and we could hear music until midnight. Would have preferred a quieter floor."
  • Review 4 (question — parking): "We had a lovely stay overall. Quick question: is there paid parking nearby? We couldn't find clear information before we arrived."

Example output

Review 1 — Positive stay

Sentiment: Positive | Category: General praise | Priority: Low

  • Draft reply: "Thank you so much — it means a lot to hear that the room, view, and team all made an impression. We look forward to welcoming you back soon."
  • Manager note: Standard positive reply. No action needed beyond approval.

Review 2 — Breakfast complaint

Sentiment: Mixed (positive on room, negative on F&B) | Category: Food & Beverage | Priority: Medium

  • Draft reply: "Thank you for the honest feedback. We're glad the room was comfortable, and we take the breakfast experience seriously. We've shared your comments with our F&B team — thank you for helping us improve."
  • Manager note: Route to F&B supervisor. Check whether breakfast quality is a recurring theme this season.

Review 3 — Room noise complaint

Sentiment: Mixed (positive on location, negative on noise) | Category: Room allocation / Operations | Priority: High

  • Draft reply: "Thank you for taking the time to share this. We're sorry the noise from the bar area affected your rest — that's not the experience we aim for. We note your preference for quieter floors for future stays."
  • Manager note: ESCALATE — check room allocation policy for floors above bar. Confirm whether quieter rooms are available at booking stage.

Review 4 — Parking question

Sentiment: Positive | Category: Pre-arrival information | Priority: Low

  • Draft reply: "Thank you for the kind words. For parking, there is a public car park two minutes on foot from the main entrance — we'll make sure this information is easier to find on our website and booking confirmation."
  • Manager note: Update parking information on website and booking confirmation email.

Before / After

Before

All reviews sit in one inbox. The team writes replies from scratch each time, tone varies, and negative reviews are often delayed.

After

Each review is classified by sentiment and category. A draft reply is ready for approval. Sensitive complaints go to a manager queue.

Before

A noise complaint gets a short generic "sorry" reply with no internal follow-up.

After

Noise complaint is flagged as high priority, reply is drafted carefully, and the room allocation policy is flagged for review.

Before

A parking question goes unanswered for several days because it looks less urgent.

After

Question is classified as low-priority but still gets a clear draft and a note to update the website and booking email.

Human review checklist

  • Verify the guest issue before approving the reply
  • Avoid admitting liability in complaints — phrase as "we understand" not "it was our fault"
  • Avoid defensive tone in any reply
  • Escalate noise, safety, or health complaints to a manager before replying
  • Approve every reply before it is posted — nothing goes live automatically

What the business receives

  • Classification table for each review (sentiment, category, priority)
  • Draft reply for each review
  • Manager escalation note where applicable
  • Approval queue structure
  • Human review checklist

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