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Skill5.1k repo starsupdated 23d ago

saas-economics-efficiency-metrics

This skill helps product managers evaluate whether a SaaS business model is fundamentally viable by calculating unit economics metrics like gross margin, customer acquisition cost, lifetime value, and the LTV to CAC ratio. Use it when making scaling decisions, assessing capital efficiency for fundraising, determining which customer segments to prioritize, and deciding whether to invest in growth or optimize for profitability.

Install in Claude Code
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git clone --depth 1 https://github.com/deanpeters/Product-Manager-Skills /tmp/saas-economics-efficiency-metrics && cp -r /tmp/saas-economics-efficiency-metrics/skills/saas-economics-efficiency-metrics ~/.claude/skills/saas-economics-efficiency-metrics
Then start a new Claude Code session; the skill loads automatically.

SKILL.md

## Purpose

Determine whether your SaaS business model is fundamentally viable and capital-efficient. Use this to calculate unit economics, assess profitability, manage cash runway, and decide when to scale vs. optimize. Essential for fundraising, board reporting, and making smart investment trade-offs.

This is not a finance reporting tool—it's a framework for PMs to understand whether the business can sustain growth, when to prioritize efficiency over growth, and which investments have positive returns.

## Key Concepts

### Unit Economics Family

Metrics that measure profitability at the customer level—the foundation of sustainable SaaS.

**Gross Margin** — Percentage of revenue remaining after direct costs (COGS).
- **Why PMs care:** A feature that generates $1M revenue at 80% margin is worth far more than $1M at 30% margin. Margin determines which features to prioritize.
- **Formula:** `(Revenue - COGS) / Revenue × 100`
- **COGS includes:** Hosting, infrastructure, payment processing, customer onboarding costs
- **Benchmark:** SaaS 70-85% good; <60% concerning

**CAC (Customer Acquisition Cost)** — Total cost to acquire one customer.
- **Why PMs care:** Shapes entire go-to-market strategy. Determines which channels are viable and how much you can invest in product-led growth.
- **Formula:** `Total Sales & Marketing Spend / New Customers Acquired`
- **Benchmark:** Varies by model—Enterprise $10K+ ok; SMB <$500 target
- **Include:** Marketing spend, sales salaries, tools, commissions

**LTV (Lifetime Value)** — Total revenue expected from one customer over their lifetime.
- **Why PMs care:** Tells you what you can afford to spend on acquisition. Higher LTV enables premium channels and longer payback periods.
- **Formula (simple):** `ARPU × Average Customer Lifetime (months)`
- **Formula (better):** `ARPU × Gross Margin % / Churn Rate`
- **Formula (advanced):** Account for expansion, discount rates, cohort-specific retention
- **Benchmark:** Must be 3x+ CAC; varies by segment

**LTV:CAC Ratio** — Efficiency of customer acquisition spending.
- **Why PMs care:** Is growth sustainable or are you buying revenue at a loss? Determines when to scale vs. optimize.
- **Formula:** `LTV / CAC`
- **Benchmark:** 3:1 healthy; <1:1 unsustainable; >5:1 might be underinvesting
- **Note:** This ratio alone doesn't tell the full story—also need payback period

**Payback Period** — Months to recover CAC from customer revenue.
- **Why PMs care:** Cash efficiency. Faster payback = reinvest sooner. Slow payback can kill growth even with good LTV:CAC.
- **Formula:** `CAC / (Monthly ARPU × Gross Margin %)`
- **Benchmark:** <12 months great; 12-18 ok; >24 months concerning
- **Critical:** Must have cash to sustain payback period

**Contribution Margin** — Revenue remaining after ALL variable costs (not just COGS).
- **Why PMs care:** True unit profitability. Includes support, processing fees, variable OpEx.
- **Formula:** `(Revenue - All Variable Costs) / Revenue × 100`
- **Variable costs:** COGS + support + payment processing + variable customer success
- **Benchmark:** 60-80% good for SaaS; <40% concerning

**Gross Margin Payback** — Payback period using actual profit, not revenue.
- **Why PMs care:** More accurate than simple payback. Shows true cash recovery time.
- **Formula:** `CAC / (Monthly ARPU × Gross Margin %)`
- **Benchmark:** Typically 1.5-2x longer than simple revenue payback

**CAC Payback by Channel** — Compare payback across acquisition channels.
- **Why PMs care:** Not all channels are created equal. Optimize channel mix based on payback efficiency.
- **Formula:** Calculate CAC and payback separately for each channel
- **Use:** Allocate budget to faster-payback channels when cash-constrained

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### Capital Efficiency Family

Metrics that measure how efficiently you use cash to grow the business.

**Burn Rate** — Cash consumed per month.
- **Why PMs care:** Determines what you can build and when you need funding. High burn requires aggressive revenue growth.
- **Formula (Gross Burn):** `Monthly Cash Spent (all expenses)`
- **Formula (Net Burn):** `Monthly Cash Spent - Monthly Revenue`
- **Benchmark:** Net burn <$200K manageable for early stage; >$500K needs clear path to revenue

**Runway** — Months until cash runs out.
- **Why PMs care:** Literal survival metric. Dictates timeline for milestones, fundraising, profitability.
- **Formula:** `Cash Balance / Monthly Net Burn`
- **Benchmark:** 12+ months good; 6-12 manageable; <6 months crisis mode
- **Rule:** Raise when you have 6-9 months runway, not 3 months

**OpEx (Operating Expenses)** — Costs to run the business (excluding COGS).
- **Why PMs care:** Your team's salaries live here. Where "efficiency" cuts happen during downturns.
- **Categories:** Sales & Marketing (S&M), Research & Development (R&D), General & Administrative (G&A)
- **Benchmark:** Should grow slower than revenue as you scale (operating leverage)

**Net Income (Profit Margin)** — Actual profit or loss after all expenses.
- **Why PMs care:** True bottom line. Are you making money? Can you self-fund growth?
- **Formula:** `Revenue - All Expenses (COGS + OpEx)`
- **Benchmark:** Early SaaS often negative (growth mode); mature should be 10-20%+ margin

**Working Capital Impact** — Cash timing differences between revenue recognition and cash collection.
- **Why PMs care:** Annual contracts paid upfront boost cash. Monthly billing delays cash. Affects runway calculations.
- **Example:** $1M annual contract paid upfront = $1M cash now, not $83K/month
- **Use:** Understand cash vs. revenue timing when planning runway

---

### Efficiency Ratios Family

Composite metrics that measure growth vs. profitability trade-offs.

**Rule of 40** — Growth rate + profit margin should exceed 40%.
- **Why PMs care:** Framework for balancing growth vs. efficiency. Guides when to prioritize profitability over growth.
- **Formula:** `Revenue Growth Rate % + Profit Margin %`
- **Benchmark:** >40 he