Your question is Validating Comparable Markets. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
What statistical methods would you use to validate that your control and treatment markets are truly comparable before launching a marketplace test?