ChurnIntel - Streaming Predictive Analytics Platform

Total Customers

243,787

Churn Rate

18.1%

Revenue At Risk

$414,676

Monthly Revenue

$2,452,373

Active Revenue Trend by Plan

Premium ($1.01M)

Standard ($1.02M)

Basic ($1.01M)

Executive SummaryActive subscriptions revenue shows Standard plan leading overall growth, while Basic plan growth has stagnated.Business InsightStandard plans are contributing the largest cohort share (34.2%) to monthly billing, but Premium yields the highest margins.Recommended ActionTransition active Standard users to Premium subscriptions through a 3-month trial of Premium features at standard pricing.

Monthly Churn Trend by Account Age

Subscribers Churn Rate (%)

Executive SummarySubscriber churn exhibits a powerful, downward logarithmic curve relative to customer account age.Business InsightEarly-stage users (under 24 months) churn at a critical rate of 29.7%, whereas accounts over 8 years stabilize at 8.7% churn.Recommended ActionTarget automated onboarding recommendations and email drip campaigns to subscribers in their first 6 months.

Customer Segment Size Comparison

Executive SummaryThe subscriber base is heavily dominated by Binge Watchers (83k) and Support Heavy (97k) cohorts.Business InsightA large customer cohort (Support Heavy, 40.1% of base) complains frequently and has an elevated churn rate (21.6%).Recommended ActionInitiate immediate platform UI adjustments to solve common navigation pain points, reducing query tickets.

Plan-Level Subscriber & Churn Analysis

Executive SummaryThe Basic subscription tier experiences the highest churn (19.7%), followed by Standard (18.4%) and Premium (16.3%).Business InsightStandard and Basic subscriptions exhibit higher price elasticity, which correlates with low weekly watch times.Recommended ActionTarget Standard and Basic subscribers with plan upgrade promotions offering trial access to premium content.

Revenue-at-Risk Distribution by Plan

Executive SummaryThe Basic plan tier contains the highest concentration of total revenue at risk ($198k).Business InsightWhile Standard has slightly larger subscriber volume, higher churn rates on Basic lead to disproportionate revenue exposure.Recommended ActionDeploy automatic retention email offers directly targeting at-risk Basic accounts before renewal.

Top High-Risk Premium Customers

Customer ID	Monthly Charge	Age	Tickets	Risk
E7ET43WS22	$16.56	21m	9	83.6%
QBB2B3ZMJ9	$19.99	1m	8	83.6%
C1BXO7P37U	$19.14	2m	9	82.8%
XHX9SNVIQ4	$18.57	10m	9	82.1%
9X7PVS4I8N	$15.34	5m	9	81.9%

Executive SummaryDisplays the active high-value Premium tier accounts currently sitting in the critical churn risk zone.Business InsightThese subscribers display common risk signals: low account age, high monthly support tickets, and manual billing method friction.Recommended ActionInitiate immediate direct customer success phone contact to resolve outstanding tickets and secure renewals.

ML Model Global Feature Importance

Executive SummaryThe Logistic Regression model coefficients highlight Account Age and Session Duration as the primary churn drivers.Business InsightDemographic columns (Gender, registered devices) have near-zero predictive power; behavior is the single source of retention.Recommended ActionFocus data analytics resources on gathering and modeling clickstream behavior rather than purchasing external demographics.

Model SHAP Value Attributions

Executive SummarySHAP summary values confirm Account Age and Avg Session Duration have the largest overall impact on individual predictions.Business InsightLong-term accounts have very high baseline loyalty, which isolates them from minor pricing changes or platform adjustments.Recommended ActionEstablish a loyalty threshold at month 24; redirect customer success resources away from mature users to onboarding.

AI Executive Insights

High Basic Plan Churn

Confidence: 94%High

Business Impact: Subscribers on the Basic tier churn 21% more than those on the Premium tier (19.7% vs 16.3%). Standard users churn at 18.4%.

Recommendation: Offer a 15% plan upgrade incentive during month 2 of the customer lifecycle.

Risk Exposure: Basic plan churn accounts for approximately $198,527/month of lost revenue potential.

High-Spending Premium Churn

Confidence: 92%Critical

Business Impact: High-spending premium customers (Top 20% by charges) have an elevated churn rate of 21.6%, exceeding the platform average.

Recommendation: Establish a dedicated priority support queue and implement personalized genre recommendations.

Risk Exposure: Exposes $297k of monthly subscription revenue to high risk.

Support Ticket Churn Trigger

Confidence: 95%High

Business Impact: Customer churn rate increases linearly with support ticket volume, rising from 13.4% at 0 tickets to 21.6% at 6+ tickets.

Recommendation: Implement proactive outreach by a dedicated resolution team once a customer logs 4+ tickets.

Risk Exposure: Identifies support contacts as signals of customer friction rather than successful resolution.

Top Prescriptive Interventions

1. Credit Card Auto-Pay Upgrade OfferPriority: Critical

Deploy in-app messaging offering standard/basic users a $5 one-time credit to migrate their billing from manual check methods to credit card autopay.

Estimated ROI: Retains ~$18,500 MRR per 10k users.

2. Proactive Support Ticket TriagePriority: High

Route accounts logging 4+ support tickets per month directly to a specialized VIP customer retention team to address underlying tech bugs.

Estimated ROI: Reduces support cohort churn from 21.6% to 15.0%.

3. New User Onboarding WatchlistsPriority: Medium

Inject automated content recommendation widgets during the first 30 days of standard plans to get users to save 5+ items to their watchlist.

Estimated ROI: Drops early-lifecycle churn by 20% relative.

Executive Churn Analytics