Compas vs LiftLab

Compas has no write-up on Specifiction yet; its figures are above.

LiftLab is a marketing measurement platform for assessing brand and performance media spending and informing budget decisions. Its Two-Stage Agile Marketing Mix Model separates advertising auction cost dynamics from consumer response to estimate channel response curves. The Scenario Planner builds Conserve, Maintain, and Accelerate budget scenarios within constraints such as channel caps, CAC ceilings, and committed spend. Geo experiments in the Incrementality Testing Suite feed causal results back into the model for calibration; supported methods also include Stratified Random Sampling, Synthetic Controls, Switchback tests, Strategy experiments, and Go Dark with Pacing. PlatformSense monitors daily performance changes and uses live signals to inform reallocation recommendations. Miles, an AI-powered analyst, answers questions in plain English using LiftLab’s measurement methodology. LiftLab says it connects with more than 50 paid media platforms, plus analytics, CRM, warehouses, and first-party data sources. Starting data requirements are 12 to 24 months of weekly channel spend, one primary outcome KPI, and a promotional calendar. It is designed for enterprise marketers, including teams spending $5 million or more annually on media. Pricing is on request.