Churn Analysis
By the time a customer cancels, the reason on file is rarely where the loss began. This skill reads each churn against the account's whole history, applying your ICP, Sales Process, Customer Outcomes, Onboarding, Adoption, Value Realisation, Customer Risk and Renewal memories to the promise the deal was won on, how onboarding ran, what adoption and value followed and every intervention along the way. CS and sales leaders see where the account was really lost, and a cause that keeps recurring becomes an owner-approved change to the logic behind it, on either side of the handover.
Customer Success
Sales
Churn Analysis
Win-Loss Analysis
Sales Handover
ICP
Sales Process
Customer Outcomes
Onboarding
Adoption
Value Realisation
Customer Risk
Renewal
Reading the loss all the way back
A churn's paper trail starts long before the cancellation. What the loss can teach depends on how far back anyone reads.
01 | The Current Way
02 | AI Added On
03 | AI-Native
The cancellation arrives and the post-mortem begins
A reason code and a meeting
The exit survey gives one reason, the post-mortem adds opinions, and the promise the account was sold on two years ago is in nobody's notes.
The stated reason, taken at its word
The summary stops where the customer's stated reason stops, because the promises, onboarding history and interventions were never in view.
The loss reads back to where it started
Leaders trace the path from sales promise through onboarding and adoption to the exit, and see which earlier failure the reason was hiding.
The quarterly review asks why a cohort churned
Anecdotes stitched into a theory
Someone builds a deck from the quarter's churns. Each loss has its own story, and the pattern across them is whatever the room agrees on.
Patterns in the exit data only
Clustering reason codes finds patterns in how customers leave, while how they were sold and onboarded never enters the read.
Findings that change how the next cohort is sold
Reviews end with changes to qualification or onboarding logic, approved by RevOps or the CS lead, so the next cohort is sold differently.
Capabilities that run this skill
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Expansion Signals
Product Usage
Expansion Opportunity
Account Plan
Intervention Priority
QBR Prep
Sales Handover
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An advantage competitors cannot buy back: years of success and failure, codified.
By putting the churn in context: the deal that won the account, onboarding, adoption, value delivered and every intervention, judged with your ICP, Sales Process, Onboarding and Customer Risk memories. Causes come back with evidence and confidence, for CS, sales and product leaders to validate.
When a cause traces to a rule the company wrote down, the finding can change the rule. Losses clustering in one segment challenge the ICP; onboarding stalls challenge the Onboarding memory. RevOps approves the sales-side changes, the CS lead the customer-side ones.
The account's whole commercial history: what the deal promised, how onboarding ran, adoption and usage over time, value delivered against what was agreed, risk flags and the interventions that followed, through to the churn itself. The stated cancellation reason is one input among many.
In three places: the Churn Analysis capability presents them, Win-Loss Analysis reads churn alongside lost deals for the full picture of why revenue leaves, and Sales Handover uses them to fix the handover moments churn keeps tracing back to.
Win-Loss Analysis explains why deals close won or lost; Churn Analysis explains why customers leave after being won. They meet at the handover: a churn traced back to a sales promise sharpens the next win-loss read, and both can propose changes to the same memories.