Agency CRM That Detects Churn Before It Happens by William CampbellAgency CRM That Detects Churn Before It Happens by William Campbell

Agency CRM That Detects Churn Before It Happens

William Campbell

William Campbell

The Problem

Ascend Digital Agency (18 retainer clients, 6-person team) kept losing clients quietly — no complaints, no warning, just a cancellation email. At $1,800/month average retainer, losing 2 clients per quarter = $43,200/year in preventable churn.
No onboarding system. No health monitoring. No early warning when a client went silent.

What Was Built

8-Stage Client Lifecycle Pipeline via Playwright CLI:
Prospect → Proposal Sent → Onboarding → Active Month 1 → Active Ongoing → At-Risk → Paused → Churned
6 Custom Contact Fields via GHL API:
Contract Start/End Dates, Monthly Retainer Value, Account Manager, Last Check-In Date, Satisfaction Score
4 Retention Workflows:
1. New Client Onboarding — fires on signing: welcome SMS, intake email, account manager task, owner notification. Every client gets the same professional experience from day one.
2. At-Risk Detection — The Key Workflow
Trigger: No pipeline activity for 21+ days in Active Ongoing
Tag: at-risk added
Pipeline moved to At-Risk stage
URGENT task: "Check in with [Client] — 21 days silent. Call NOW."
Owner SMS: "⚠️ AT-RISK: [Client] — MRR: $[X]"
Proactive check-in email to client
This single workflow catches churn before it happens — when there's still time to act.
3. Monthly Report Reminder — last day of every month, tasks auto-created for all active clients.
4. Churned Client Reactivation — 14-day and 30-day re-engagement sequence for cancelled clients.

The Result That Closed the Deal

Week one: the system flagged 3 clients who had gone silent.
One had a billing issue she hadn't mentioned
One was frustrated but hadn't complained
One was considering a competitor
All three were saved with proactive outreach. $16,200/month in MRR preserved from a $2,800 build.

Build Stack

pipeline-builder.js (Playwright) → 8-stage lifecycle pipeline
GHL MCP create_location_custom_field × 6 → Contract and retention fields
GHL Workflow AI × 4 → All retention workflows
Deployment to a new agency client: under 3 hours.
Delivery: 5 days | Investment: $1,500 | Retainer option: $500/mo
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Posted May 31, 2026

Full client lifecycle system in GHL for a digital marketing agency — onboarding, at-risk detection, monthly reporting, churn recovery. Saved $16,200/month in MRR in week one.