Products visible but missing complete agent-shoppable structured data

AI shopping assistants built into tools like ChatGPT, Perplexity, and Google can browse sites and recommend products on behalf of users. To do this reliably, they need structured data — a standardised behind-the-scenes label — that includes price, currency, availability, and a product identifier such as a barcode or SKU. Your product pages appear to be missing some of these fields. AI shopping agents tend to skip or misrepresent products they cannot fully read. As AI-assisted discovery grows, products without complete structured data risk being invisible to an increasing share of potential buyers who use AI tools to research and shortlist options. Work with your developer to add or complete Schema.org Product markup on every product page. The required fields are: price, priceCurrency, availability, and at least one identifier (gtin13, gtin8, or sku). Many e-commerce platforms have plugins that do this automatically.