PredictEasy LUCID™ Report
Churn Prediction
Identify At-Risk Customers Before They Leave
Reduce churn with explainable predictions. Understand which factors—contract type, tenure, support tickets—drive churn. Act before customers leave.
I — Illumination · Sample data
Supporting data.
Example data that illustrates the analysis. PredictEasy pivots, charts, and explains this structure from your own datasources.
| Contract Type | Customers | Churned | Churn % | Avg Tenure (mo) |
|---|---|---|---|---|
| Month-to-month | 1200 | 420 | 35 | 8 |
| One year | 850 | 85 | 10 | 14 |
| Two year | 420 | 21 | 5 | 22 |
C — Causality · Charts support hypothesis
Findings with evidence.
Each finding is backed by a chart that supports the hypothesis.
Churn rate by contract type
Month-to-month churns 7× higher than two-year contracts.
O — Outcomes · What you achieve
Every insight leads to action.
PredictEasy turns your data into these outcomes. No data science team required.
Predict churn risk with classification models
Understand drivers: contract, payment, tenure
Segment at-risk customers for retention campaigns
Track churn rate vs target with goalTrack
C — Capabilities · How it works
Key capabilities.
PredictEasy delivers these capabilities out of the box.
Churn Rate by Segment
Pivot with pct_row shows churn rate by contract type, payment method, or tenure band.
SHAP Feature Influence
Explainable AI: which features push a customer toward churn?
Boxplot Comparison
Compare tenure, monthly charges, and support tickets between churned and retained.
I — Illumination · Features
Features included.
Data sources
Connect your data from hubspot, braze, google analytics. PredictEasy unifies fragmented signals into a single view.
D — Decision · Get started
From analysis to action.
Ready to get started?
Predict Churn RiskConnect your datasource, run your first analysis, and see results in minutes. No data science team required.
PredictEasy LUCID™ · Marketing & Sales · 3 datasources
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