What Is an AI Readability Score — And Why Your Brand Needs One

You invested in certifications. You have the B Corp badge on your homepage, the Fair Trade seal on your packaging, and an entire sustainability page explaining your commitments. But when an AI shopping agent recommends products in your category, your certifications are invisible.

The Visibility Gap

AI shopping agents — Google AI Mode, ChatGPT Shopping, Perplexity, Shopify's agentic storefronts — don't read your website the way a human does. They rely on structured data: JSON-LD markup, schema.org types, platform metafields, and machine-readable metadata.

If your certifications only exist as images, unstructured body text, or PDF downloads, AI agents can't discover them. Your $50,000 B Corp certification is functionally equivalent to no certification at all — as far as AI commerce is concerned.

What the AI Readability Score Measures

Mazenta's AI Readability Score (0-100) evaluates six components:

1. JSON-LD Structured Data (0-20): Does your site include schema.org markup that AI agents can parse?
2. Certification Schema Markup (0-20): Are your certifications represented using the hasCertification or Certification schema types?
3. Certification in Parseable Text (0-15): Are certification names in body text (not just logos/images)?
4. Product-Level Data (0-15): Is sustainability data attached to individual products, not just your homepage?
5. Consistency Across Pages (0-15): Is structured data consistent across your product catalog?
6. Platform Metafields (0-15): Are you using Shopify metafields or equivalent platform features for sustainability data?

Score Interpretation

• 80-100 (AI Ready): Your certifications are discoverable by AI shopping agents.
• 50-79 (Partial): Some data is structured, but gaps exist. AI agents may miss key certifications.
• 20-49 (Invisible): Your certifications are effectively invisible to AI commerce.
• 0-19 (No Data): No machine-readable sustainability data detected.

How to Improve Your Score

The highest-impact action is adding JSON-LD certification markup to your product pages. Here's what it looks like:

{
  "@context": "https://schema.org",
  "@type": "Product",
  "name": "Your Product",
  "hasCertification": {
    "@type": "Certification",
    "name": "B Corp",
    "certificationBody": "B Lab",
    "certificationStatus": "active"
  }
}

This single addition can move your score from "Invisible" to "Partial" overnight. For Shopify stores, Mazenta Connect (coming Q3 2026) will automate this entirely — injecting verified certification data as metafields and JSON-LD markup.

Want to see your current score? Request a free scan and we'll send you a full report.