Participants compare a fixed recommendation with a small set of alternatives and can request one replacement. The study records selection changes and an optional confidence rating, not the subject matter chosen.

The key measure is decision comfort rather than replacement frequency. A choice feature earns its place only if people understand why it exists and feel less trapped, not more doubtful.

Agency is not the same as an infinite shelf.
View the choice design