- Product name, brand, category, use case, buyer type, materials, dimensions, compatibility, and variants are visible in text.
- Price, currency, availability, shipping, return, warranty, and support details are not hidden behind scripts or vague labels.
- The page explains who should buy it, who should not, and how it compares with adjacent products.
Free template
AI-citable product pages start with clear facts, not more keywords.
Use this checklist to turn one product page into a better source for AI search, shopping assistants, comparison prompts, and buyer questions. It is designed for Shopify and WooCommerce operators who want a practical page-level fix before a larger audit.
The checklist
Each group maps to a concrete page edit that can be checked again after publishing.
- Product and Offer schema match the visible page content.
- Brand, image, description, price, availability, SKU or GTIN, reviews, shipping, and return signals are present when available.
- Schema is not used to claim facts that shoppers cannot verify on the page.
- The page has direct answer blocks for common buyer prompts.
- FAQ copy answers suitability, sizing, compatibility, shipping, returns, warranty, and comparison questions.
- Important claims link to reviews, policies, proof pages, or collection pages.
- Product pages link to relevant collections, comparison pages, policy pages, and proof pages.
- Collection pages explain buying criteria instead of showing only product grids.
- Alternative and worth-it pages link back to the product page with clear anchor text.
Use it in five passes
Check the page before and after edits.
Submit the product URL. The preview checks public crawl evidence, product facts, schema, trust links, and AI-readable gaps before you decide whether a paid audit is worth it.