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Business Metrics Handbook

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Comprehensive metric definitions for SaaS, e-commerce, marketplace, and subscription businesses with calculation formulas and benchmarks.

📁 25 files
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📁 File Structure 25 files

business-metrics-handbook/ ├── INDEX.md ├── LICENSE ├── README.md ├── ecommerce/ │ ├── aov-conversion-rate.md │ └── cart-abandonment-rpv.md ├── finance/ │ ├── burn-rate-runway.md │ └── gross-margin-rule-of-40.md ├── free-sample.zip ├── growth/ │ ├── activation-viral-coefficient.md │ ├── cac.md │ └── cohort-retention.md ├── guide/ │ ├── 01_what-s-inside.md │ ├── 02_metric-entry-format.md │ └── 03_license.md ├── index.html ├── marketplace/ │ ├── gmv-take-rate.md │ └── liquidity-supply-utilization.md ├── metric-trees.md ├── north-star-guide.md ├── saas/ │ ├── mrr-arr.md │ ├── net-revenue-retention.md │ └── quick-ratio-magic-number.md └── subscription/ ├── churn-rate.md ├── ltv-ltv-cac.md └── payback-period-expansion.md

📖 Documentation Preview README excerpt

Business Metrics Handbook

A comprehensive reference for business metrics across SaaS, e-commerce, marketplace, subscription, finance, and growth models. Every metric includes a precise definition, calculation formula, worked example, industry benchmarks, common pitfalls, and related metrics.

What's Inside

By Business Model

FolderMetrics Covered
saas/MRR, ARR, Net Revenue Retention, Logo Retention, Quick Ratio, Magic Number, Burn Multiple
ecommerce/AOV, Conversion Rate, Cart Abandonment, Revenue Per Visitor, Return Rate
marketplace/GMV, Take Rate, Liquidity, Buyer/Seller Ratio, Supply Utilization
subscription/Churn Rate, LTV, LTV:CAC Ratio, Payback Period, Expansion Revenue
finance/Gross Margin, Rule of 40, Burn Rate, Runway, Unit Economics
growth/CAC, Activation Rate, Viral Coefficient, Cohort Retention, North Star Metrics

Special Files

  • INDEX.md — Quick-reference index of all metrics with one-line definitions
  • metric-trees.md — How metrics connect to each other (decomposition trees)
  • north-star-guide.md — Choosing and using North Star metrics

How to Use This Handbook

Looking up a specific metric? Check INDEX.md for the one-liner and a pointer to the full entry.

Understanding how metrics relate? Read metric-trees.md to see decomposition trees and dependencies.

Setting targets for your business? Each metric file includes industry benchmarks by stage (seed, Series A, growth, mature).

Debugging a metric that moved? Each file explains what drives the metric up or down, and which related metrics to check.

Metric Entry Format

Every metric follows this structure:

1. Definition — Precise, unambiguous definition

2. Formula — Mathematical formula with variable definitions

3. Worked Example — Specific numbers showing the calculation

4. Benchmarks — By industry and company stage

5. Common Pitfalls — How people get this metric wrong

6. Related Metrics — What else to look at

Who This Is For

  • Data analysts who need precise metric definitions (not Wikipedia-level)
  • Product managers setting KPIs for their team
  • Founders and operators benchmarking their business
  • Finance teams building investor reporting

License

MIT License — see LICENSE file.


Part of [Data Analyst Toolkit](https://datanest-stores.pages.dev/data-analyst/)

📄 Content Sample INDEX.md

Metrics Index

Quick-reference for all metrics in this handbook. Click through to the full entry for formulas, worked examples, and benchmarks.

SaaS Metrics

MetricOne-Line DefinitionFile
MRRTotal predictable monthly revenue from active subscriptionssaas/mrr-arr.md
ARRMRR × 12; annual recurring revenue run ratesaas/mrr-arr.md
Net Revenue Retention (NRR)% of revenue retained + expanded from existing customers over a periodsaas/net-revenue-retention.md
Quick Ratio(New + Expansion MRR) / (Churned + Contraction MRR); growth efficiencysaas/quick-ratio-magic-number.md
Magic NumberNet New ARR / Prior Period S&M Spend; go-to-market efficiencysaas/quick-ratio-magic-number.md

E-Commerce Metrics

MetricOne-Line DefinitionFile
AOVAverage revenue per completed orderecommerce/aov-conversion-rate.md
Conversion Rate% of site visitors who complete a purchaseecommerce/aov-conversion-rate.md
Cart Abandonment Rate% of shopping carts created but not purchasedecommerce/cart-abandonment-rpv.md
Revenue Per Visitor (RPV)Revenue / Visitors; combines CR and AOV into single metricecommerce/cart-abandonment-rpv.md

Marketplace Metrics

MetricOne-Line DefinitionFile
GMVTotal transaction value facilitated by the platformmarketplace/gmv-take-rate.md
Take RateMarketplace revenue as % of GMVmarketplace/gmv-take-rate.md
Liquidity% of listings that result in successful transactionsmarketplace/liquidity-supply-utilization.md
Supply Utilization% of available supply capacity being consumedmarketplace/liquidity-supply-utilization.md

Subscription Metrics

MetricOne-Line DefinitionFile
Churn Rate% of customers (or revenue) lost per periodsubscription/churn-rate.md
LTVTotal revenue a customer generates over their entire relationshipsubscription/ltv-ltv-cac.md
LTV:CAC RatioLifetime value divided by acquisition cost; unit economics checksubscription/ltv-ltv-cac.md
CAC Payback PeriodMonths to recover acquisition cost from customer paymentssubscription/payback-period-expansion.md
Expansion RevenueAdditional MRR from existing customers (upgrades, add-ons)subscription/payback-period-expansion.md

Finance Metrics

MetricOne-Line DefinitionFile
Gross Margin(Revenue - COGS) / Revenue; profitability of core product deliveryfinance/gross-margin-rule-of-40.md
Rule of 40Growth Rate + Profit Margin ≥ 40%; growth-profitability balancefinance/gross-margin-rule-of-40.md

... and much more in the full download.

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