This question evaluates a candidate's competency in experimental design, causal inference, metric definition, and product analytics within a marketplace delivery context.

A food-delivery marketplace plans to let couriers (dashers) opt in to deliver by bicycle in addition to cars.
State the primary business goal and supporting hypotheses for offering a bike delivery mode. Define the key metrics to evaluate the program, including:
Before a full rollout, design an experiment to evaluate impact. Specify:
Assume an urban environment with short-trip density and parking constraints. Note any additional assumptions you make.
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