Headless / Custom AI Audit
How does AI see your headless store?
Your framework gives you full control — but it also means AI readability is entirely on you. Beseam shows you what's missing.
Paste one public product page · No app install · Free scan
Headless / Custom & AI readability: what you need to know
Headless and custom-built e-commerce stores — whether powered by Next.js, Nuxt, Remix, Hydrogen, or fully custom frameworks — offer total design freedom. But that freedom comes with a cost: your framework doesn't generate structured data for you.
The most critical issue is that many headless stores render product content entirely in JavaScript. AI engines that parse the initial HTML response see an empty page — no product name, no price, no schema. Your products are completely invisible to AI recommendations.
Even stores using SSR (Server-Side Rendering) often miss structured data because developers focus on visual output and forget to add JSON-LD. The page looks perfect in a browser, but AI engines see HTML without any machine-readable product information.
API-driven architectures add another challenge. Product data lives in Shopify Storefront API, Sanity, Contentful, or a custom backend — but none of these sources automatically generate the meta tags and schema that AI engines need to discover and understand your products.
Beseam works with any stack. Paste your store URL, and we audit what AI engines actually see — regardless of whether you're running Shopify Hydrogen, a headless WooCommerce setup, or a fully custom React storefront. You get specific fixes for your exact rendering approach.
Example findings we often see on Headless / Custom
Click any finding to see the type of fix.
Scan one Headless / Custom product page now
Start with a single PDP and see whether AI shopping surfaces can actually understand it.