PDP Content Readiness Checker
See if a sample product page is written for AI citation — clear answer opening, specs, FAQs, and enough substance for assistants to quote.
Why this matters
Answer engines prefer pages that state what the product is, for whom, with specs and FAQs. Thin Shopify PDPs lose citations even when crawlers are allowed.
How it works
Find a PDP
We discover a product URL from /products.json or your sitemap.
Citability heuristics
We score direct-answer opening, spec tables, FAQ sections, and word count.
Schema bonus
We note FAQPage / Product JSON-LD when present.
What the report covers
Whether the opening copy explains what it is / who it’s for.
Tables/spec blocks and FAQ/accordion patterns.
Approximate main-content word count.
FAQ
Is this an AI rewrite tool?
No — it audits live HTML readiness. For done-for-you copy and schema work, see Fix Sprint.
Scan your Shopify store free
TopMention is the Shopify AEO/GEO platform — see whether ChatGPT, Claude, Perplexity and Gemini mention your brand, and who's winning your category.