Turn guest complaints into a department action queue

What you’ll produce

An issue register with supporting guest excerpts, department owners, and proposed next steps.

Inputs & connections

• Redacted complaints or guest-review exports
• Department ownership and urgency rules

Begin with approved exports or pasted source material. Live access requires separately configured integrations and permissions; this guide does not install them.

Replace the bracketed fields. This is our suggested prompt, not a quote from the source.

Analyze [guest feedback] for [property]. Group specific operational issues and preserve a source reference for each. Show frequency within this sample, contradictory feedback, and urgent individual cases separately. Suggest a department owner and a next investigation step. Do not infer guest demographics or decide compensation. Draft no public response unless requested; label any response as requiring staff approval.

How to run it

1. 01

   Assemble a bounded feedback sample with dates and source IDs.

2. 02

   Have department heads define urgent issues that must never be hidden in a cluster.

3. 03

   Review the first issue register against the original messages.

4. 04

   Assign approved actions to owners and record the resolution outside the model.

Limitations & success checks

• Sentiment classification can misread irony or translation.
• Repeated comments may refer to one incident, not independent failures.

Measure: Missed urgent issues, useful actions accepted, and recurring unresolved themes.

Sources & attribution

The sources below support the reported example or a tool capability. They do not validate our prompt or prove the outcome in your environment.

Editorial review: 2026-10-11. How we label evidence.