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  3. Compounding vs Linear Commerce
Comparison

Compounding vs Linear Commerce

Compounding adds returns to returns — exponential curves in the ideal case. Linear models add output in proportion to input — common in mature retail and service flows without viral loops or reinvestment flywheels.

Key Differences

DimensionCompoundingLinear Commerce
Curve shapeConvex over long horizonsRoughly straight without reinvention
RequirementsReinvestment, retention, timeCapacity and hours
RiskInterrupting the curve collapses the magicMargin compression as you scale
MeasurementCohort retention, reinvestment rateThroughput, staffing, square footage
StrategyBuild loopsOptimise unit operations

When to use Compounding

  • When retention and reinvestment truly improve the product
  • When learning or capital can stack over years
Read the full Compounding breakdown →

When to use Linear Commerce

  • When growth is fundamentally capacity-limited
  • When short-term cash extraction matters more than tails
Read the full Linear Commerce breakdown →

Frequently Asked Questions

Compounding vs linear growth — which should a startup want?

Most want compounding in at least one engine (product, distribution, data). Many also contain linear components — headcount, support, logistics. The strategic question is whether the convex part is real or a pitch deck fantasy.

What breaks compounding?

Churn, dilution of focus, rising CAC, quality collapse, and premature optimisation of short-term revenue over loop health.

Dive deeper

mental modelsCompounding
mental modelsLinear Commerce

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CO

Mental model

Compounding

LC

Mental model

Linear Commerce