• DETRACTORS
  • PROFILES
  • HUMAN
  • LOGS

How to identify unhappy guests with your AI

Connect Guestmeter to your AI client once. From there, you can instantly pinpoint dissatisfied guests and grab their details to fix the relationship.

Ask AI about this page

Short answer

How can I find unhappy guests using my AI?

Your AI scans Guestmeter for low ratings and pulls the specific guest profiles you need to contact. You'll get a clean list of detractors and their contact info to start your recovery process. You'll see exactly how this works below.

Recovery outcomes.

Where your recovery efforts land.

The AI organizes the data into these specific outcomes.

DETRACTORS

A list of low ratings

The AI identifies every guest who left a poor review. You get a clear list of who is unhappy.

PROFILES

Guest contact details

The AI pulls specific profile information for those guests. You'll have the data needed to reach out.

HUMAN

Manual service recovery

The AI stops once it has the data. You decide how to personally message or call the guest to make things right.

LOGS

Recovery tracking

You can use the gathered profiles to track which guests you've already addressed. This keeps your outreach organized.

The workflow

What your AI does when the data arrives.

The AI handles the heavy lifting of scanning reviews and gathering contact info.

  1. Scan for low ratings

    The AI looks through your Guestmeter data to find guests who left negative feedback.

    list_detractors

  2. Pull guest info

    Once it finds a detractor, the AI grabs their specific profile and contact details.

    get_guest_details

  3. Organize the list

    The AI compiles these profiles into a single list you can act on.

    list_detractors

  4. Hand off to you

    The AI presents the guest information so you can step in and handle the conversation.

    get_guest_details

Try it

Copy these to start.

Use these prompts to trigger the workflow in your chat.

Starting points

These are opening lines. Swap out the specific names or channels to match your setup.

Guestmeter Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_fxVB7ssZCBlgHFljhUcLIUnc4a1JoxZESnAcDvM2/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Guestmeter capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "guestmeter-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_fxVB7ssZCBlgHFljhUcLIUnc4a1JoxZESnAcDvM2/mcp"
    }
  }
}
Copy into chat04

  • List all the detractors from Guestmeter so I can see who is unhappy.

  • Find the guest profiles for the last three low ratings in Guestmeter.

  • Get the contact details for the guest who left a 1-star review yesterday.

  • Show me the profiles of all guests who left a rating below 3 in Guestmeter.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Guestmeter once, then ask.

Just follow the link to connect. Your login stays encrypted on our side, and you can find the full technical details on the Connector page.

Connect Guestmeter to your AI

FAQ

How this task behaves.

  • 01

    Can the AI send apology emails automatically?

    No. The AI only finds the detractors and pulls their profiles. You must send the actual messages yourself.

  • 02

    Can the AI delete bad reviews?

    No. The AI only reads the data to help you identify guests. It cannot modify or delete any reviews in Guestmeter.

  • 03

    Does the AI see all my guest data?

    The AI only accesses the specific data requested through the tools provided, such as detractor lists and guest profiles.

  • 04

    Can I ask for guest details for someone who left a high rating?

    No. The current tools are specifically designed to list detractors and pull details for those specific guests.

  • 05

    Will the AI update Guestmeter when I resolve an issue?

    No. The AI is for identification and data retrieval. It does not write back to Guestmeter to change guest statuses.

  • More questions about Guestmeter? See everything the Guestmeter Connector can do

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