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AI search research

MethodsE-commerce2026-10-05

Can AI actually read your product pages? A 3,000-page extraction experiment

What AI needs from a product page is not pretty layout but extractable structured facts: specs, ingredients, price, certification.

Scope: 3,000 food product pages from three online retailers, with the goal of extracting key attributes such as ingredient lists and nutrition tables.

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