{"schemaVersion":"1.0","source":"The Workflow Finder","sourceUrl":"https://www.theworkflowfinder.com","license":"Free to use with attribution and a link to the cited page","generated":"2026-08-28","workflow":{"title":"Build a Customer Churn Early-Warning System","slug":"build-customer-churn-early-warning-system","url":"https://www.theworkflowfinder.com/workflows/build-customer-churn-early-warning-system","description":"Set up a system that flags at-risk accounts before they churn, giving your team time to intervene with the right response.","difficulty":"Advanced","timeEstimate":"1–2 days","schemaDuration":"PT8H","expectedResult":"A weekly report of at-risk accounts ranked by churn probability, with suggested interventions for each, delivered to your CS team automatically.","tags":["Customer Success","Automation","Business Intelligence","SaaS"]},"steps":[{"position":1,"title":"Define Your Churn Signals","instructions":"Use Claude to analyze your churn history and identify the leading indicators: login frequency drop, feature usage decline, support ticket volume, NPS score drop, and contract renewal date proximity.","input":"Workflow inputs: the topic, goal, or raw materials the user is starting from.","output":"Handoff artifact consumed by Step 2 (\"Build the Health Score Model\").","toolSlots":[{"slug":"claude","name":"Claude","url":"https://www.theworkflowfinder.com/tools/claude","category":"Writing","pricing":"freemium","capabilities":["Long-form writing","Code generation","Web research"],"hasApi":true}]},{"position":2,"title":"Build the Health Score Model","instructions":"Create an Airtable AI formula that calculates a health score (0–100) for each account by weighting the churn signals based on their predictive value.","input":"Output of Step 1 (\"Define Your Churn Signals\").","output":"Handoff artifact consumed by Step 3 (\"Automate Data Collection\").","toolSlots":[{"slug":"airtable-ai","name":"Airtable AI","url":"https://www.theworkflowfinder.com/tools/airtable-ai","category":"Productivity","pricing":"freemium","capabilities":["Workflow automation","Data analysis","Document processing"],"hasApi":true}]},{"position":3,"title":"Automate Data Collection","instructions":"Use Zapier or Make to pull usage data from your product, NPS responses, and support tickets into Airtable on a weekly basis to keep health scores current.","input":"Output of Step 2 (\"Build the Health Score Model\").","output":"Handoff artifact consumed by Step 4 (\"Generate Intervention Playbooks\").","toolSlots":[{"slug":"zapier","name":"Zapier","url":"https://www.theworkflowfinder.com/tools/zapier","category":"Automation","pricing":"freemium","capabilities":["Workflow automation","API integration"],"hasApi":true},{"slug":"make","name":"Make","url":"https://www.theworkflowfinder.com/tools/make","category":"Automation","pricing":"freemium","capabilities":["Workflow automation","API integration"]},{"slug":"airtable-ai","name":"Airtable AI","url":"https://www.theworkflowfinder.com/tools/airtable-ai","category":"Productivity","pricing":"freemium","capabilities":["Workflow automation","Data analysis","Document processing"],"hasApi":true}]},{"position":4,"title":"Generate Intervention Playbooks","instructions":"For each risk level (yellow: 50–69, red: below 50), use Claude to write a standard intervention playbook: who reaches out, what they say, what they offer, and the escalation path.","input":"Output of Step 3 (\"Automate Data Collection\").","output":"Handoff artifact consumed by Step 5 (\"Deliver the At-Risk Report\").","toolSlots":[{"slug":"claude","name":"Claude","url":"https://www.theworkflowfinder.com/tools/claude","category":"Writing","pricing":"freemium","capabilities":["Long-form writing","Code generation","Web research"],"hasApi":true}]},{"position":5,"title":"Deliver the At-Risk Report","instructions":"Set up a weekly Zapier automation that pulls accounts below 70 and emails the CS team a ranked list with the health score, top risk factor, and recommended first action for each.","input":"Output of Step 4 (\"Generate Intervention Playbooks\").","output":"Final workflow output: A weekly report of at-risk accounts ranked by churn probability, with suggested interventions for each, delivered to your CS team automatically.","toolSlots":[{"slug":"zapier","name":"Zapier","url":"https://www.theworkflowfinder.com/tools/zapier","category":"Automation","pricing":"freemium","capabilities":["Workflow automation","API integration"],"hasApi":true},{"slug":"claude","name":"Claude","url":"https://www.theworkflowfinder.com/tools/claude","category":"Writing","pricing":"freemium","capabilities":["Long-form writing","Code generation","Web research"],"hasApi":true}]}]}