Your description names the designer or brand

AI cites pages with named entities 20.6% more than unnamed pages.

Your description mentions specific materials and karat

"14k gold-filled" is a named entity. "Gold" is not. Specificity is what makes content machine-readable.

Your opening sentence matches what a buyer would search

Query match is the #1 content signal for AI citation. Pages matching the query at 0.90+ get cited 41% of the time.

Your description is 150+ words (not a thin listing)

The citation sweet spot is 500–2,000 words per page. A 30-word description gives AI nothing to cite.

You have a comparison or specs table on the page

Product pages with lists AND tables earn a 13-point citation advantage over pages with neither.

You have an FAQ section with 3–4 real buyer questions

FAQPage schema earns a 45.6% citation rate — one of the highest-performing structured data types.

You have JSON-LD structured data on the page

Pages with schema markup earn a 6.5-point citation advantage — independent of every other content signal.

Your page has a real customer review or quote

Review content is E-E-A-T experience signal that cannot be fabricated. It's proof a real person bought and loved this piece.

Your page links to a collection, guide, or pillar page

Internal links connect your product to the citation-depth content where AI does its deepest reading.

Your description has a scarcity or uniqueness signal

"One-of-a-kind," "limited edition," "handmade in Denver" — signals AI uses to differentiate you from mass-market alternatives.