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Unit Economics Analysis

Analyze ARR, LTV/CAC, net retention, and payback periods for PE targets.

Updated Jun 5, 2026
Search Tags:#benchmarking#unit economics#revenue quality#customer economics#PE analysis
One-click install
npx skills add https://github.com/Duzhenyang111/stock_money --skill unit-economics-analysis-duzhenyang111
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Unit Economics Analysis
Source: https://github.com/Duzhenyang111/stock_money/tree/main/financial-services-main/plugins/vertical-plugins/private-equity/skills/unit-economics
Command: npx skills add https://github.com/Duzhenyang111/stock_money --skill unit-economics-analysis-duzhenyang111

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill unit helps businesses evaluate unit economics for potential Private Equity (PE) targets, focusing on revenue quality, cohort analysis, and customer economics.

Core Features & Use Cases

  • ARR and Revenue Quality Analysis: Evaluate Annual Recurring Revenue (ARR) and other financial metrics.
  • Cohort Analysis: Analyze vintage data to understand growth and retention.
  • Customer Economics: Assess Customer Acquisition Cost (CAC), Lifetime Value (LTV), and more.
  • Benchmarking: Compare unit economics against industry benchmarks.
  • Revenue Quality Score: Provide a synthesized revenue quality assessment.

Quick Start

Use the Unit Economics Analysis Skill to analyze the financial metrics of a PE target company, and generate a benchmark report.

Frequently Asked Questions about Unit Economics Analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze unit economics for a PE target company's due diligence?▼

Analyzing unit economics for PE due diligence involves evaluating ARR, LTV/CAC, net retention, and margin waterfalls to assess revenue quality and customer economics. This process requires comprehensive financial data input to generate a benchmark report for investment decisions.

What metrics are included in a SaaS unit economics analysis?▼

SaaS unit economics analysis includes Annual Recurring Revenue (ARR), Customer Acquisition Cost (CAC), Lifetime Value (LTV), net retention rates, payback periods, and margin waterfalls. These metrics collectively determine the revenue quality and sustainability of subscription models.

Can I use cohort analysis to evaluate recurring revenue business growth?▼

Cohort analysis evaluates recurring revenue business growth by analyzing vintage data to understand customer retention and revenue quality over time. This approach isolates specific customer groups to reveal underlying retention trends and true economic behavior.

Does unit economics benchmarking require comprehensive financial data input?▼

Unit economics benchmarking requires comprehensive financial data input to accurately calculate metrics like LTV/CAC, net retention, and margin waterfalls. Without complete revenue and cost datasets, comparing customer economics against industry benchmarks becomes unreliable.

What is the best way to assess revenue quality for subscription models?▼

Assessing revenue quality for subscription models is best achieved by synthesizing cohort retention data, payback periods, and margin waterfalls into a comprehensive revenue quality score. This highlights the sustainability of recurring revenue streams.

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