AI assistants recommend products they can read. This app reads the descriptions you already wrote and states the attributes buyers compare: material, dimensions, colour, what a set includes. It publishes them as structured data, as buyer questions on every product, and as a comparison table for each collection. Extraction is deterministic, so nothing is invented and nothing you wrote is overwritten. Your storefront looks the same afterwards, and all data lives in your own metafields.

• Attributes read from the descriptions you already wrote, never invented
• Buyer questions answered on every product, from your own copy and terms
• A comparison table for every collection, built only from what differs
• Checks whether five AI crawlers can reach your store, and why they cannot
• Storefront unchanged, no JavaScript; data stays in your own metafields