AI visibility for e-commerce: getting your products cited

<p>E-commerce brands face unique AI visibility challenges. Product pages need Product schema, review markup, pricing data, and rich descriptions that AI engines can cite.</p><h2>Product schema is essential</h2><p>Every product page needs JSON-LD with name, description, price, availability, and reviews. This is what AI engines parse when recommending products.</p><h2>Category content</h2><p>Create category guides that answer "best X for Y" queries. These are the exact queries shoppers ask AI engines.</p>