You work on a consumer marketplace and want to re-engage dormant users by offering them a coupon. The team believes the coupon could bring users back, but there is concern that redeemed discounts may increase orders without improving overall profitability.
How would you design an experiment to test whether offering a coupon to dormant users is profitable? Explain how you would decide whether to launch the coupon broadly.