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AI Search Readiness Checker

Check if your e-commerce pages are optimised for AI-powered search results. Score your content across 6 key categories.

Structured Data

Does the page have valid Product schema with name, description, image, and offer price?

+10 pts

Is there a FAQPage or HowTo schema on the page?

+8 pts

Entity & Authority

Is your brand mentioned consistently (same name, same domain) across Wikipedia, Wikidata, or major directories?

+9 pts

E-E-A-T

Do product/blog pages have a named author with a bio and credentials?

+8 pts

Does your content cite sources, studies, or original data?

+7 pts

Content Format

Does the page directly answer common questions in the first 200 words?

+9 pts

Are comparison tables or structured lists used for specifications/features?

+6 pts

Is copy written at 8th-grade reading level or below (Flesch ≥60)?

+6 pts

Technical

Does the page load in under 3 seconds (LCP < 2.5s)?

+7 pts

Are canonical URLs set correctly — no duplicate content across variant pages?

+6 pts

Off-Page Signals

Is your brand mentioned (without a link) on forums, Reddit, or review sites?

+7 pts

Do you have reviews on Google, Trustpilot, or a niche directory?

+7 pts

What Is AI Citation Readiness — and Why It Matters for Ecommerce SEO in 2025

AI citation readiness is the degree to which your web content is structured, authoritative, and formatted in ways that AI systems — ChatGPT, Perplexity, Google AI Overviews, Claude — can reliably extract, verify, and cite. As AI-generated answers increasingly appear above organic results, being cited in an AI Overview or a Perplexity response can deliver more qualified traffic than a #3 ranking ever could.

The core signals AI systems favour: structured data they can parse (JSON-LD schema), named authors with verifiable credentials (E-E-A-T), content that answers questions directly in the first paragraph (position-zero format), and third-party corroboration via reviews, mentions, and citations elsewhere on the web. Pages that tick all four categories are far more likely to appear in AI-generated answers.

For ecommerce specifically: Product pages that lack schema markup are rarely cited in comparison answers. Category pages without FAQ markup miss the FAQ rich result surface entirely. Brand pages without consistent entity presence (same name across Wikipedia, Google Business, LinkedIn, and industry directories) create disambiguation problems that AI models resolve by ignoring the brand.

Use the audit above to identify which of the 12 signals you're missing. Each "No" answer comes with an actionable tip. The highest-weight fixes — schema, E-E-A-T, direct answers — can be implemented in a single sprint without a full site rebuild.