Measured vs Causality Engine

Side-by-side comparison of incrementality and media optimization vs bayesian causal inference for shopify attribution. Updated for 2026.

MeasuredCausality EngineYou are here
Starting price$5,000/mo€99 one-time
Pricing modelEnterprise ($5K–$25K+/mo)€99 one-time or $299/mo Pro
MethodologyGeo-based incrementality testingBayesian causal inference
Setup time4–8 weeks per test2 minutes
Pixel required?NoNo
Best forEnterprise brands running formal incrementality programsShopify DTC brands wanting true incrementality measurement

Where Measured falls short

  • Enterprise pricing ($5K+/mo)
  • Each test takes weeks
  • Point-in-time not continuous
  • Requires pausing spend to test

Why brands choose Causality Engine instead

  • 95%+ cheaper
  • Always-on measurement
  • No spend pausing required
  • Continuous causal attribution

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