shopify.com
Last scored: 17 May 2026Overall rank #8
You're understood, but not recommended.
Your structured data gives agents enough to read your catalogue. But missing differentiation signals, weak entity consistency, and limited AI visibility mean agents hedge â they might mention you, but they won't champion you. Human buyers are often unsatisfied with vague recommendations.
Human approval gate
Estimated agent purchase approval rate
Agent action
Agents understand your products but won't commit to a recommendation without stronger proof signals.
Overall score
Confidence: medium
Dimension breakdown
Top 3 improvements needed
Publish /AGENTS.md and document your agent purchase workflow
Without governance docs, agents treat your site as unready for autonomous transactions.
Add a clear differentiator statement, a comparison page, and AggregateRating schema
Agents need to justify recommending you over rivals — without proof signals and differentiation, they won't.
Publish /llms.txt, add PotentialAction schema, and expose a cart/checkout API
Agents need explicit action pathways. Without them they can read your products but can't buy.
Score history
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