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home / skills / a5c-ai / babysitter / churnzero-signals

churnzero-signals skill

/plugins/babysitter/skills/babysit/process/specializations/domains/business/sales/skills/churnzero-signals

This skill integrates ChurnZero for real-time usage data, churn risk scoring, and NPS insights to help prevent churn and boost customer engagement.

npx playbooks add skill a5c-ai/babysitter --skill churnzero-signals

Review the files below or copy the command above to add this skill to your agents.

Files (1)
SKILL.md
1.7 KB
---
name: churnzero-signals
description: ChurnZero churn prediction and engagement signal monitoring
allowed-tools:
  - Read
  - Write
  - Glob
  - Grep
  - Bash
  - WebFetch
metadata:
  specialization: sales
  domain: business
  priority: P2
  integration-points:
    - ChurnZero API
---

# ChurnZero Signals

## Overview

The ChurnZero Signals skill provides integration with ChurnZero for real-time usage data, churn risk scoring, playbook automation, and NPS/CSAT data access. This skill enables proactive churn prevention and customer engagement optimization.

## Capabilities

### Real-Time Usage Data
- Access live product usage metrics
- Track feature adoption patterns
- Monitor login frequency and duration
- Identify usage decline trends

### Churn Risk Scoring
- Retrieve churn risk scores
- Access scoring model components
- Track risk score changes
- Identify high-risk triggers

### Playbook Automation
- Trigger automated playbooks
- Track playbook execution
- Measure playbook effectiveness
- Customize playbook actions

### NPS & CSAT Data
- Access survey responses
- Track sentiment trends
- Segment by satisfaction level
- Correlate with usage patterns

## Usage

### Risk Assessment
```
Identify accounts with elevated churn risk scores and understand the contributing factors.
```

### Usage Analysis
```
Analyze product usage patterns to identify accounts requiring adoption assistance.
```

### Sentiment Monitoring
```
Track NPS and CSAT trends across the customer base to identify satisfaction patterns.
```

## Enhances Processes

- customer-health-monitoring
- deal-risk-assessment

## Dependencies

- ChurnZero subscription
- Product usage integration
- Survey configuration

Overview

This skill connects to ChurnZero to stream real-time usage signals, retrieve churn risk scores, and automate engagement playbooks. It centralizes NPS/CSAT and product usage data so teams can detect risk early and run targeted interventions. The integration supports monitoring, scoring, and playbook execution for proactive customer retention.

How this skill works

The skill queries ChurnZero APIs to pull live usage metrics, churning risk scores, and survey results, then surfaces contributing factors and trends. It can trigger and track playbook automation and report on playbook outcomes. Data is presented as alerts, account timelines, and segment summaries to guide targeted actions.

When to use it

  • Detect accounts with rising churn risk and inspect the drivers behind the score
  • Monitor feature adoption and identify customers needing onboarding or training
  • Trigger automated playbooks when usage drops or negative survey responses arrive
  • Correlate NPS/CSAT trends with product usage to prioritize outreach
  • Build dashboards or alerts for customer success and renewal teams

Best practices

  • Ensure product usage events are instrumented and mapped to ChurnZero fields
  • Calibrate risk thresholds and review model components regularly
  • Use segmented playbooks for different buyer personas and ARR tiers
  • Combine quantitative signals with qualitative survey feedback before escalation
  • Track playbook effectiveness and iterate on actions based on results

Example use cases

  • Weekly report listing accounts with >50% increase in churn risk and recommended playbooks
  • Automated onboarding playbook that triggers after low feature adoption in the first 30 days
  • Alert when a high-value account shows declining login frequency and negative NPS
  • A/B test two playbook messages and measure uplift in engagement and CSAT

FAQ

What prerequisites are required to use this skill?

A ChurnZero subscription plus instrumented product usage events and configured surveys are required.

Can the skill run automated playbooks?

Yes. It can trigger and track playbook execution and report on playbook effectiveness.