Agent commerce is still a trust problem
Most buyers have been burned by vague AI promises. They have seen demos that do not match the product, tools with hidden requirements, and listings that are impossible to deploy after purchase.
That means trust signals carry disproportionate weight. Proof beats polish. Examples beat adjectives. A named seller beats anonymous copy.
The page has to answer practical questions
What does the buyer receive? How long does setup take? What APIs or infra are required? Can they review docs before paying? Is there a playground? Can they see who built it?
These are not secondary concerns. They are the buying criteria. When surfaced well, they create confidence. When hidden, they kill the sale even if the underlying agent is strong.
Design should amplify certainty
A strong product page uses hierarchy to spotlight facts: delivery model, pricing shape, seller identity, ratings, purchases, and resources. The visual system should make the listing feel tangible and inspectable.
In agent commerce, design is not decoration. It is how uncertainty gets reduced enough for a buyer to commit.