AI Readability Checker for Product Pages

About this tool

Paste your product page URL and AI reads the page to score how readable it is to AI search engines, shopping agents, and recommendation engines. Adobe found 46% of product content is invisible to AI — find out if yours is one of them.

What this checker analyzes

• Structured data — JSON-LD, microdata, and RDFa (especially schema.org/Product)
• Meta tags — title, description, Open Graph, and canonical
• Heading hierarchy and semantic structure (h1–h3 order)
• Image alt attributes for visual search and shopping graphs
• Semantic HTML and accessibility attributes that machines rely on
• Any factor that affects how well AI and machines can read your page

AI readability checker FAQ

What is silent exclusion in product listings?

Silent exclusion happens when your product page is live and indexed, but AI search engines cannot extract the structured data they need to surface your product in AI-generated answers. Adobe found 46% of retailer content falls into this category — the traffic simply never arrives, and you won't see it in Search Console.

Why does machine-readability matter for AI search?

AI search engines, shopping agents, and recommendation engines extract answers from structured data and semantic HTML, not keyword density. If your page lacks schema, clean headings, or alt text, AI cannot identify it as a product, extract its price, or compare it to alternatives. A page with perfect traditional SEO can still be invisible to AI search.

How do I make my product page machine-readable?

Add a JSON-LD script tag with @type Product to every product page, including name, description, price, availability, and at least one identifier (SKU, GTIN, or MPN). Use clean heading hierarchy, descriptive alt text, and complete meta tags. Verify with this checker or Google Rich Results Test. The AI Product Page Optimizer can generate and validate schema automatically.