A visitor on a product page has already decided they might want this. What stops them is almost never the design. It's a question they couldn't answer.
Every unanswered question is a reason to leave and check elsewhere — often a competitor's page, sometimes a review site, usually never coming back. So the productive way to audit a product page is not "does it look good," but "what does a buyer need to know, and where on this page do they learn it?"
The questions that stop purchases
"Will it fit / work for me?" Dimensions, compatibility, sizing relative to a known reference. The single most common blocker for physical goods, and it's a content problem, not a layout one.
"What is it actually like?" Material, weight, texture, finish. Photography that shows scale and context does more than photography that shows the object beautifully on white.
"What happens if it's wrong?" Returns, exchanges, warranty. This question is answered by a link in the footer on most sites, which means it isn't answered at the moment it's asked.
"When will I get it?" A delivery estimate on the product page prevents an abandonment at the cart.
"Do other people like it?" Reviews, and specifically reviews that mention the thing the buyer is worried about. Five stars with no text answers nothing.
Where product pages leak structurally
Price without context. Especially for anything unfamiliar. A number with nothing to compare it to is a decision the visitor can't make.
Images that sell instead of inform. Lifestyle shots build desire; spec shots close sales. Most underperforming product pages have too many of the first.
The add-to-cart that competes. A "Buy" button beside an equally loud "Add to wishlist," "Compare," and "Subscribe and save" splits the action.
Critical information behind tabs. Anything in a collapsed accordion is, in practice, unread. If shipping and returns matter to the decision, they don't belong behind a click.
Out-of-stock dead ends. A page that says "unavailable" and nothing else discards a visitor who was ready to buy something.
Reading your own drop-off
If people arrive and leave quickly, the page failed to confirm the product matched what they clicked for — a message-match problem inherited from the listing or ad.
If they scroll everything and leave, a question went unanswered. Find it by reading your support tickets and pre-sale chats: the questions customers ask you are the questions your page didn't answer. That list is the highest-value content brief you own, and it costs nothing.
If they add to cart and vanish, the failure moved downstream — usually a cost revealed at the cart that the product page didn't disclose.
What the page can't reveal
Structure shows you competing actions, buried information, and thin content. It doesn't show you which question your buyers are stuck on. Two product pages with identical layouts can fail for different reasons, because they sell to different people with different worries.
Defrixa scores the structural friction on your product page for free and names the biggest one. Where attention dies, and which step afterward they never reach, is what the snippet reveals.
Common questions
Enough to answer scale, material, and use. One in-context shot showing size against something familiar often outperforms five studio shots.
Near the buy action, wherever that is. Proof belongs where the decision happens.
Yes. Specs answer "what is it." Descriptions answer "is it for me," which is the question that converts.