Cohort Analysis Masterclass
Master cohort analysis with 34+ guides. From basic retention curves to AI-powered predictions, understand your customers deeply.
What is Cohort Analysis?
Cohort analysis groups customers by shared characteristics (like signup month) and tracks their behavior over time. This reveals retention patterns that aggregate metrics hide.
| Cohort | M0 | M1 | M2 | M3 | M4 | M5 |
|---|---|---|---|---|---|---|
| Jan 2025 | 100% | 85% | 78% | 74% | 71% | 69% |
| Feb 2025 | 100% | 82% | 75% | 70% | 67% | - |
| Mar 2025 | 100% | 88% | 82% | 78% | - | - |
March cohort shows higher retention - what changed? This is the power of cohort analysis.
Cohort Fundamentals
Start here to understand the basics of cohort analysis.
What is Cohort Retention? SaaS Analysis Guide & Calculator 2025
Cohort retention analysis explained: methodology, calculator, and SaaS benchmarks. Learn to build retention curves and identify customer behavior patterns by signup cohort.
Read guideCohort Types 2025
Choose the right cohort type: time-based for trend analysis, segment-based for customer insights. When to use each approach for SaaS analytics.
Read guideRetention Curve Analysis 2025
Read retention curves: identify inflection points, healthy vs unhealthy patterns, and intervention timing. SaaS retention curve benchmarks.
Read guideMonthly vs Annual Cohorts 2025
Monthly vs annual cohort analysis: when to use each timeframe, granularity tradeoffs, statistical significance, and combining approaches for comprehensive SaaS insights.
Read guideRetention & Benchmarks
Understand retention curves and compare against industry standards.
SaaS Cohort Analysis Guide 2025
Complete SaaS cohort analysis guide. Learn to track customer retention, identify revenue patterns, and make data-driven decisions with cohort-based analytics.
Read guideWhat is Cohort Retention? SaaS Analysis Guide & Calculator 2025
Cohort retention analysis explained: methodology, calculator, and SaaS benchmarks. Learn to build retention curves and identify customer behavior patterns by signup cohort.
Read guideSaaS Cohort Analysis Guide 2025
Learn cohort analysis for SaaS: build retention curves from Stripe data, identify signup cohort patterns, and measure customer behavior over time.
Read guideAI Cohort Analysis 2025
AI-powered cohort analysis: use ML to predict retention, identify at-risk cohorts, and automate segmentation. Transform retrospective to predictive analytics.
Read guideRetention Curve Analysis 2025
Read retention curves: identify inflection points, healthy vs unhealthy patterns, and intervention timing. SaaS retention curve benchmarks.
Read guideRevenue vs User Cohorts 2025
Revenue cohorts vs user cohorts: when to track MRR retention vs logo retention. Learn which metrics matter for different SaaS business decisions with real examples.
Read guideSegmentation Strategies
Segment cohorts by channel, geography, company size, and more.
Cohort Types 2025
Choose the right cohort type: time-based for trend analysis, segment-based for customer insights. When to use each approach for SaaS analytics.
Read guideAcquisition Channel Cohort Analysis 2025
Analyze cohorts by acquisition channel to track LTV and retention by source. Learn to identify best-performing channels with cohort-based attribution and optimize CAC.
Read guidePLG Cohort Analysis 2025
Product-led growth cohort analysis: segment by usage patterns, activation milestones, and feature adoption. Learn to identify Product Qualified Leads from cohort behavior data.
Read guideGeographic Cohort Analysis 2025
Segment cohorts by geography for regional retention analysis. Learn to identify expansion markets, localize retention strategies, and build global SaaS analytics.
Read guideCompany Size Cohort Analysis 2025
Segment cohorts by company size to understand SMB, mid-market, and enterprise retention patterns. Learn to optimize strategies for each segment with data-driven insights.
Read guideVertical-Specific Cohort Benchmarks
Complete guide to vertical-specific cohort benchmarks. Learn best practices, implementation strategies, and optimization techniques for SaaS businesses.
Read guidePricing Tier Cohort Performance Analysis 2025
Complete guide to pricing tier cohort performance analysis. Learn best practices, implementation strategies, and optimization techniques for SaaS businesses.
Read guideAcquisition Cost by Cohort Tracking
Complete guide to acquisition cost by cohort tracking. Learn best practices, implementation strategies, and optimization techniques for SaaS businesses.
Read guideAdvanced & AI-Powered
ML-powered predictions and behavioral cohort analysis.
AI Cohort Analysis 2025
AI-powered cohort analysis: use ML to predict retention, identify at-risk cohorts, and automate segmentation. Transform retrospective to predictive analytics.
Read guideCohort-Based Revenue Forecasting 2025
Forecast SaaS revenue using cohorts: project MRR from retention curves, model multiple scenarios, and achieve 90%+ accuracy with cohort-based predictions.
Read guidePower User Identification 2025
Identify power users with behavioral cohorts: usage thresholds, engagement patterns, and champion characteristics. Learn to nurture top customers for expansion and advocacy.
Read guideCohort-Based Churn Prediction Models
Complete guide to cohort-based churn prediction models. Learn best practices, implementation strategies, and optimization techniques for SaaS businesses.
Read guide