GlossaryBudget Optimization

Incrementality Curve

Also known as: Response Curve

The incrementality curve visualizes the relationship between spend volume and incremental revenue. It is typically non-linear: starting steep (high efficiency), then flattening (diminishing returns), and eventually becoming horizontal or negative (saturation).

The Short Version

A map showing where your next dollar stops working.

Prerequisites

Linear Thinking in a Curved World

Excel spreadsheets assume if you 2x budget, you 2x revenue. Real life follows curves.

If you don't know the shape of your curve, you will scale right off a cliff, spending money for zero incremental gain.

How it works

1

Plot historical Spend (X-axis) vs Incremental Revenue (Y-axis)

2

Fit a regression curve (e.g., Logarithmic or Hill function)

3

Identify the slope at your current spend level

Common Misconceptions

Assuming the curve is a straight line

Extrapolating too far past historical max spend

Ignoring seasonality (The curve shifts up in Q4 and down in Q1)

In SpendSignal

SpendSignal builds an Incrementality Curve for every channel. You can interact with it—dragging a slider to see how much marginal revenue you gain or lose at different spend levels.

Frequently Asked Questions

QWhat shape is the curve usually?

It is almost always 'concave down' (diminishing returns). It rarely stays linear for long.

QCan the curve shift?

Yes! Better creative or better targeting moves the entire curve up, meaning you get more revenue at every spend level.

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