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  4. SaaS Retention Cohort Analyzer
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Examples for SaaS Retention Cohort Analyzer

Explore real-world examples showing how this skill works with different inputs and outputs.

Free vs Paid Plan Retention Comparison

Segmented retention analysis comparing free and paid plans with statistical significance testing, effect size calculations, retention curve shape analysis, and strategic recommendations for improving free tier conversion.

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Monthly Login Retention Analysis

Basic cohort retention analysis for a SaaS product tracking login activity, with confidence intervals, B2B SaaS benchmark comparisons, and prioritized recommendations for addressing retention cliffs.

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Small Sample Daily Retention with Statistical Warnings

Daily cohort retention analysis for a small dataset (40 users) demonstrating proper handling of insufficient sample sizes with Wilson confidence intervals, power analysis, and clear limitations while still providing actionable insights.

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