Your question is Two-Sided Marketplace Experiment Design. 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).
How would you design experiments in a two-sided marketplace where treating one group (e.g., drivers) impacts the control group?