📊 Analytics & Metrics

Incrementality

The portion of conversions a marketing channel actually caused — as opposed to conversions that would have happened anyway.

Full Definition

Incrementality measures the true causal impact of a marketing channel by comparing performance with and without that channel running. Brand search ads, retargeting, and TV historically claimed credit for many conversions that would have happened organically. Incrementality testing — typically via geo-holdouts or pause tests — reveals each channel’s true contribution.

For furniture brands, brand search and retargeting typically test as the least incremental channels.

Why It Matters for Furniture Brands

Most attribution models over-credit channels closest to conversion (retargeting, brand search, last-click email). Incrementality testing reveals which channels actually drive new revenue versus which just intercept existing demand. Brands that test incrementally consistently shift budget toward upper-funnel.

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