Why Incrementality Beats Ad Platform
Reporting

Stop Testing Just for Discovery.

Platform metrics can over-credit channels that capture demand. Incrementality testing isolates causal lift, so you can scale what truly drives growth and stop funding what doesn’t. LiftLab helps you choose feasible experiment designs, interpret lift with ranges, and apply learnings back into planning. After all, your experiments are the “Truth Serum” for the Marketing Mix Models.

What You Can Do With
Incrementality Testing Suite

Transparent Geo Selection

Transparent Geo Selection

Ditch black-box synthetic controls. We use Stratified Random Sampling (a balanced mix of DMAs) to ensure your results are conservative, transparent, and fully auditable by your finance team.

Enterprise-Grade Flexibility

Enterprise-Grade Flexibility

Don't force your business into a single testing template. We seamlessly support Switchback tests for high-volatility, Strategy experiments for campaign shifts, and Go Dark with Pacing to map saturation.

Detect Spend Contamination

Detect Spend Contamination

Proactively detect and correct for Ad-Platform spillover effects (e.g., Performance Max automatically reallocating to Shopping in suppressed geos) to ensure pristine results.

How Incrementality Testing Suite Works

The AMM Guides You

The Agile Mix Model identifies the specific channels with the highest measurement risk or optimization opportunity.

The AMM Guides You

Match Design to Decision

Choose an auditable, empirical test design tailored to your objective (Switchback, Strategy, or Pacing).

Match Design to Decision

Find Diminishing Returns

Execute pacing experiments that deliberately vary spend to fit regressions and build robust response curves.

Find Diminishing Returns

Refine the Model

The causal data acts as a "Truth Serum," directly adjusting the AMM's internal saturation parameters so you can reallocate budgets with certainty

Refine the Model

The Output: Experiment
Dashboard & Insights

  • Experiment Dashboard

    Experiment Dashboard

  • Find Your Saturation Point

    Find Your Saturation Point

  • Transparent Geo Selection

    Transparent Geo Selection

  • Refine the Model / The Trust Engine Loop

    Refine the Model / The Trust Engine Loop

Frequently Asked Questions

Competitors focus on incrementality alone, telling you how a past investment performed. LiftLab measures both whether a channel works and how it scales at different spend levels. Incrementality is the bare minimum; optimal capital allocation is the prize.