Investigate and Fix a Rise in E-commerce Cart Abandonment

You are the product manager for an online store's shopping experience, and the cart abandonment rate has gone up: a larger share of shoppers who put items in their cart now leave without placing an order. Explain how you would work out what is behind the increase and what you would do to bring it back down. ```hint Where and when before why Confirm the rise is real, then pin down which shoppers, which checkout step and which start date it comes from; that narrows the causes worth testing. ``` ### Clarifying Questions - How is abandonment measured: carts with no order in the same session, within a day, or within a week? Do carts that shoppers deliberately save for later count? - How large was the increase, over what period, and did it appear suddenly or build gradually? - Is it concentrated on one platform (mobile app, mobile web, desktop), region, product category, or shopper type such as new versus returning customers? - Did anything change around the time it started: an app release, the checkout flow, shipping fees, payment options or a sales event? ### What a Strong Answer Covers - A precise definition of the metric and checks that the rise is real (tracking, definition changes, shifts in traffic mix) before any product analysis. - Localization of the increase by shopper segment and by checkout step. - Internal and external hypotheses tested in a sensible order, each with the evidence that would confirm or rule it out. - Fixes matched to the confirmed cause and weighed against competing goals such as account sign-ups, fraud prevention and margin. - A primary success metric with guardrails, validated through a controlled experiment. ### Follow-up Questions - Suppose the rise is limited to the mobile app and began when shoppers were required to create an account before checking out, a change made to grow registered accounts. How do you resolve the conflict between the two goals? - Abandonment rose, but total orders and revenue held steady. What could explain that, and does it still need fixing? - How would you separate shoppers who use the cart as a wish list from shoppers who hit friction at checkout?