SaaS Analytics

Optimize subscription metrics and accelerate growth with data-driven insights

SaaS Key Metrics

Monitor and optimize the metrics that drive SaaS success

45%
Churn Reduction
3x
LTV:CAC Ratio
85%
Retention Rate
120%
Net Revenue Retention

SaaS Analytics Solutions

Customer Lifetime Value

Predict and optimize customer lifetime value for better unit economics

  • LTV prediction models
  • CAC payback analysis
  • Cohort value tracking
  • Revenue expansion opportunities

Churn & Survival Analysis

Predict customer churn and identify risk factors using survival models

  • Churn prediction
  • Risk factor identification
  • Retention curve analysis
  • Early warning system

Cohort & Correlation Analysis

Track cohort performance and identify key success metrics

  • Cohort retention tracking
  • Feature adoption analysis
  • Revenue cohort analysis
  • Behavioral segmentation

Product Experimentation

Run effective product experiments with Bayesian A/B testing

  • Feature testing
  • Pricing experiments
  • Onboarding optimization
  • UI/UX improvements

MRR & ARR Forecasting

Forecast recurring revenue with advanced time series models

  • MRR/ARR projections
  • Growth rate analysis
  • Seasonal adjustments
  • Scenario planning

Propensity Modeling

Score users for conversion, expansion, and retention likelihood

  • Conversion propensity
  • Upsell opportunities
  • Churn risk scoring
  • Feature adoption likelihood

Common SaaS Challenges We Solve

Revenue Expansion

Identify upsell and cross-sell opportunities to increase net revenue retention beyond 100%.

Onboarding Optimization

Reduce time-to-value and improve activation rates with data-driven onboarding flows.

Pricing Strategy

Optimize pricing tiers and packaging based on willingness-to-pay and usage patterns.

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