On this page
As of November 2026, shoppers ask AI assistants what to buy, which product fits a need, and where to buy it. A store gets into those answers when crawlers can read its product pages, when price, stock and key details are in the page text, when the product markup matches what the page shows, and when reviews are real.
What a product page needs
- The product name, price, stock status and main details in the HTML, not only after scripts run.
- Answers to the questions shoppers ask: size, fit, materials, what is in the box, shipping and returns.
- Product and Offer markup with the same price and stock as the page.
- Real customer reviews, shown on the page. Never invent reviews or ratings.
Category and guide pages
Shoppers often ask for the best product for a need, such as the best running shoe for flat feet. A category page or buying guide that answers that need directly, and links to the products, gives AI something to cite.
Common problems
- Prices and stock that load only in the browser, so crawlers get a blank or an old value.
- Many product variants on one address, so AI repeats the wrong price.
- Old products that still answer with a page instead of a redirect or a clear out-of-stock state.
Questions people ask
Does product markup help AI answers?
It helps search engines read your price and stock. Keep it the same as the visible page.
Should I block AI crawlers to protect my content?
That is your choice. If you block search crawlers such as OAI-SearchBot, your products cannot appear in that assistant's search answers.
Do reviews on other sites matter?
AI answers often cite reviews and lists on other sites. Real reviews in more places help.
What this does not tell you
Which of your product pages AI crawlers can read today, and which products AI recommends in your place. If you also have a shop that people visit, read the guide for local businesses.
Sources
- 1.Google Search Central: Product structured data: Product, Offer and review markup
- 2.OpenAI: Overview of OpenAI crawlers: OpenAI's search and training crawlers
- 3.Google Search Central: Understand the JavaScript SEO basics: how Google handles pages built with JavaScript