Glossary/Measurement & Attribution/Synthetic Control
Measurement & Attribution
Synthetic Control
An experimental method that builds a weighted blend of untreated regions or units to mimic the test group and estimate what would have happened without treatment.
By Brandon Mina·CEO, BrandPilot AI·Updated November 2026
Short answer
Synthetic control is a causal inference method that builds a weighted blend of untreated regions or units to mimic a test group before an intervention. Comparing the test group with this synthetic counterpart afterward estimates what would have happened without the treatment. It is commonly used for geo-based marketing experiments.