Skills RevOps

Expansion signal in support conversations

Customers tell support things they never tell sales. They hit a plan limit, ask whether a feature exists on a higher tier, mention a new team that wants access, or ask an integration question that only makes sense if they are about to scale up.

RevOpsRevenue signalAnalysisAny helpdeskRead-only
Installnpx rulebase-skills install cx-expansion-signal

When to use it

Reach for this when someone says any of these — they are the phrases the skill itself triggers on:

  • find upsell opportunities in support
  • customers hitting plan limits
  • which accounts are asking about enterprise features

How it works

The method, in the order the skill runs it. The full procedure — tables, worked examples and the edge cases — is in the skill itself.

  1. Signal classes, strongest first

    Capacity and limit signals — hit a usage cap, seat limit, rate limit, or storage quota. The strongest class: it is objective, it is in the product data as well as the conversation, and the customer has already experienced the constraint.

  2. The frustration test

    The same sentence is an expansion signal or a churn signal depending on context, and getting it backwards is the expensive error.

  3. Hard exclusions

    Build these before the detector, not after the first complaint: Any account with an open complaint or unresolved escalation, Any account that has given notice, or asked about cancelling, Any conversation on a regulated topic where a sales approach would be.

  4. Measure outcomes, not signals

    Signal count is a vanity metric. The chain that matters.

Related skills

Free and open source, and vendor-neutral — it reads the conversations from whichever helpdesk you already run. Browse all 149 skills · connect your helpdesk over MCP · source on GitHub

Review every conversation. Act on what it finds.

AI for customer operations, built for financial services. Specialist agents chase every issue to resolution and every stalled customer to activation.

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