Support Ticket Churn Clusters

Churn-threat clustering from support tickets (+ refund review with retention offers)

Quick answer

Support Ticket Churn Clusters is a intermediate Grok Bot play for customer success. A support team has Grok Bot search the ticketing system for users who threatened to churn in the last week, cluster the root reasons, and look for trends across subscription length and competitor mentions. It is built for Customer Success / AM, using Routines (schedule), Connectors/MCP, Drafted sends (human approves).

IntermediateCustomer Success / AMCustomer expansionPLG

What it does

A support team has Grok Bot search the ticketing system for users who threatened to churn in the last week, cluster the root reasons, and look for trends across subscription length and competitor mentions. A companion job reviews refund requests against policy, decides with human approval, and can offer retention deals. It can run as a routine with results reviewed from the mobile app. The guide notes its numbers and details are illustrative.

Who it's for: Customer Success / AM
GTM motion: Customer expansion, PLG
Building blocks: Routines (schedule), Connectors/MCP, Drafted sends (human approves)
Complexity: Intermediate

Setup + template

🔒 Prerequisites, trigger, step-by-step setup.

Source & credit

From: David Gan (Grok Bot guide)

x.ai ↗

GBOT-80 · Official web

🤖 Grok prompt

You are helping a go-to-market team run this Grok Bot play: "Support Ticket Churn Clusters".

Goal: Churn-threat clustering from support tickets (+ refund review with retention offers).
What it does: A support team has Grok Bot search the ticketing system for users who threatened to churn in the last week, cluster the root reasons, and look for trends across subscription length and competitor mentions. A companion job reviews refund requests against policy, decides with human approval, and can offer retention deals. It can run as a routine with results reviewed from the mobile app. The guide notes its numbers and details are illustrative.
Who it's for: Customer Success / AM.
GTM motion: Customer expansion, PLG.
Building blocks: Routines (schedule), Connectors/MCP, Drafted sends (human approves).

Ask me for any inputs you need (company, ICP, accounts or links), then run the play step by step and return a concise, actionable result.

Original source: https://x.ai/bot/guides/grok-bot-for-support (credit: David Gan). Reference: https://grokbotgtm.com/use-cases/churn-threat-clustering-from-support-tickets-refund-review-with

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