Shoppers abandon a retailer's product agent because every reply is a wall of text. The team wants to stop that drop-off. Which change matches the gap?
Select an answer to reveal the explanation.
Short Explanation
You can make the reply easier to use by applying experience optimization and shaping it into a few lines shoppers can scan on a phone. A larger model that writes an even longer answer, a second endpoint that returns the same long reply, or caching that delivers the long reply faster leaves the wall of text—and the reason shoppers leave—in place.
Full Explanation
Experience optimization is the Well-Architected pillar concerned with whether a person can finish an interaction. Shoppers are leaving because the reply is a wall of text, so shape it into a few lines they can scan on a phone. A larger model that writes an even longer answer keeps the layout that causes the drop-off and can make it worse. Adding a second endpoint is a reliability change, but it still returns the same long reply, so abandonment remains unaddressed. Caching the long reply is a performance change: the wall of text arrives faster, but it is no easier to use. The shorter reply should still answer the shopper in its opening lines and offer a way to open more detail, rather than becoming a fragment that forces another round. A faster or larger model that keeps the wall of text does not change why shoppers leave. Exam caveat: a shorter reply still has to stay grounded; cutting length is not permission to drop the source or invent a shorter fact. Practical check: compare task completion before and after using the shorter layout, and confirm that the short reply still carries the product fact included in the long one.