What it is
Product content depth is how much real, structured information a product page carries beyond a name, a photo, and a short marketing description: a short summary, specs as a list, what is in the box, delivery and warranty terms, and answered questions. A shopper skims it. An AI assistant reads it to pull the facts it needs to describe, compare, and answer questions about the product without sending anyone away.
How common it is
Just over a third of audited stores (36%) carry this content. The audit looks for the parts of a page an assistant can lift and use: a summary list, what is included and the delivery time, warranty information, a comparison table, and an FAQ section. A page built from one block of marketing prose and a gallery offers a machine almost nothing structured to pull a clean answer from.
Why it costs you
When a shopper asks an AI about a product, the assistant answers from whatever it could read on the page. A page with specs, terms, and answered questions gives it clean facts to quote, so your product becomes the one it can describe and recommend. A thin page gives it nothing usable, so the assistant either skips your product for one it understands better or fills the gap with a guess that may be wrong. Answer them on the page and you are feeding the recommendation. Leave them out and you are absent from it.
What good looks like
The page should answer a buyer’s real questions in a form a machine can read cleanly. A short summary up top gives the quick version. Specifications and what is included sit as lists, not buried in a paragraph. An FAQ covers the handful of questions shoppers ask, in their own words, which doubles as the exact material an assistant pulls from to answer. Structure beats length: a page organized this way is far more useful to an AI than a longer wall of prose.
Check it in 30 seconds
Open a product page. Can you find a short bulleted summary, what is included and the delivery time, warranty terms, and a few common questions answered, each in its own clear section? If the page is one block of marketing prose and a gallery, an AI has little to quote and less reason to recommend you.
Read next: Ecommerce AI Search: Get Your Products Recommended
Run the free audit to see whether your product pages give an AI enough to recommend them.