We are implementing shared rides and considering adding in a 30 seconds waiting period for our algorithm to identify additional matches. What metrics would you use to evaluate this, and how would you run this experiment?

Very hard Difficulty

Very-hard questions are the ultimate test of your expertise and preparation. They demand not just knowledge, but creativity and strategic thinking, often addressing unique or highly technical aspects of your field.

Product Case question

Product Case questions evaluate your approach to product development challenges. Show your structured thinking about user needs, market opportunities, feature prioritization, and how you'd guide a product through its lifecycle.

Here's a Hint

Consider both business metrics (revenue, utilization) and customer experience metrics (wait times, cancellations). Think about appropriate A/B testing methodology and control groups.