What is the AI Buyer Score?
The AI Buyer Score simulates an autonomous shopping agent’s decision (OpenAI Operator, Google Shopping AI, Perplexity Shopping) when facing your Shopify store.
The verdict is binary: recommended or not recommended. No gray area, exactly like a real shopping agent that must decide “yes” or “no”.
Why it matters for AI
Shopping agents don’t look for the “best design.” They look for the product with the clearest and most verifiable signals. A store with average design but perfect data will be recommended before a stunning store with incomplete data.
The 9 Decision Criteria
1. Clear, structured price
The agent looks for schema.org/Offer with price, priceCurrency, and availability. Without this, it can’t compare your product with competitors.
2. Credible, accessible reviews
The agent looks for AggregateRating with ratingValue and reviewCount in HTML. JavaScript-loaded reviews are invisible.
3. Documented shipping
The agent looks for an accessible shipping policy with explicit timelines and costs.
4. Returns available
Same logic as shipping: the agent verifies the return policy exists and is accessible.
5. Confirmed availability
The agent verifies the product is in stock via availability: InStock in schema.
6. Identifiable brand
The agent looks for a brand field in the Product schema.
7. Complete specifications
Sufficiently detailed description (> 50 words) and structured product attributes.
8. Claims/proofs coherence
The agent compares marketing promises with verifiable data.
9. Crawlability
The site must be accessible: open robots.txt, native HTML (not JS-only), working sitemap.
The Decision Logic
Shopping agents don’t use a simple average. Some criteria are blocking: an invisible price or a robots.txt that blocks access can be enough to eliminate a store from recommendations, even if all other signals are positive.
That’s why it’s essential to start with the fundamentals (price, crawlability, schema) before optimizing secondary aspects.
How to Fix on Shopify
Most corrections are achievable in a few hours:
- Verify your theme’s JSON-LD schema (source code →
application/ld+json) - Configure your review app to inject AggregateRating
- Create/verify policy pages (shipping, returns) in HTML
- Open robots.txt to AI crawlers
- Enrich product descriptions
Related articles
- See also: AI Buyer Score: Would an AI Recommend Your Store?
- Understanding Your GEO Score: 9 Factors Explained
- Schema.org Product: Why and How on Shopify
- AggregateRating: Making Your Reviews AI-Readable
- Conversational Content: Writing for Humans AND AI
- robots.txt and AI Crawlers: Don’t Block Your Sales
Ready to check your store? Run a free GEO audit →