unit-economics

Analyze unit profitability using revenue, costs, CAC, churn, and retention data.

Updated Feb 19, 2026

Search Tags:#profitability #unit economics #ltv #cac #churn #contribution margin #break even

Ready to run

npx skills add https://github.com/abhishek2chikun/consulting_agents --skill unit-economics-abhishek2chikun

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: unit-economics
Source: https://github.com/abhishek2chikun/consulting_agents/tree/main/backend/app/skills/unit-economics
Command: npx skills add https://github.com/abhishek2chikun/consulting_agents --skill unit-economics-abhishek2chikun

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps determine whether a business model creates sustainable value by analyzing revenue, costs, acquisition efficiency, retention, and profitability at the unit level.

Core Features & Use Cases

Unit Profitability Analysis: Evaluate revenue per customer, order, subscription, transaction, or location against the variable costs required to serve it.
Growth Economics Evaluation: Analyze contribution margin, CAC, LTV, payback periods, churn, retention, and break-even points to assess scalable growth.
Use Case: Assess whether a SaaS acquisition channel, marketplace segment, or subscription cohort can grow profitably by comparing customer value against acquisition and service costs.

Quick Start

Analyze the unit economics of a subscription business using revenue, variable costs, CAC, churn, and retention data to determine whether growth is profitable.

Frequently Asked Questions about unit-economics

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

FAQPage Schema

How do I calculate unit economics for a SaaS or subscription business?▼

Unit economics for a SaaS business evaluates whether customer-level growth is profitable by analyzing revenue, variable costs, CAC, churn, and retention data. You need explicit unit definitions, cohort metrics, and evidence-backed profitability calculations to measure sustainable value.

What is the best way to analyze contribution margin and LTV to CAC ratio?▼

Analyzing contribution margin and LTV to CAC ratio involves comparing customer value against acquisition and service costs to assess scalable growth. This Skill evaluates these growth economics metrics to determine whether your business model creates sustainable value after acquisition and service costs.

Can I use unit economics analysis for marketplace segments and usage-based models?▼

Yes, unit economics analysis applies to marketplace segments, usage-based models, subscriptions, and SaaS acquisition channels. It evaluates transaction-level and customer-level profitability by analyzing revenue per unit against the variable costs required to serve it.

What inputs are required to measure customer-level profitability and break-even points?▼

Measuring customer-level profitability and break-even points requires explicit unit definitions, revenue and cost inputs, cohort metrics, and sensitivity analysis. You must provide acquisition and service cost data alongside retention metrics to calculate evidence-backed profitability.

When do I need a unit economics analysis for investment diligence and pricing decisions?▼

You need a unit economics analysis for investment diligence and pricing decisions when evaluating whether a business model creates sustainable value. It assesses profitable customer-level growth by comparing revenue against acquisition and service costs across different cohorts and scenarios.