Observed arrival · 2026-08-27
Commerce4 — Make Your Store Buyable by AI Agents
Commerce4 audits whether shopping agents can understand a Shopify catalog, discover products, preserve variant choices, and reach checkout.
Field notes
The published scoring model assigns points across catalog semantics, machine readability, retrieval, policies, inventory, checkout, and measurement rather than presenting a single unexplained grade. A sample Shopify Plus catalog receives 49/100, with measurement scoring only 3/10. The site also lists five read-only MCP tools at /mcp, while private merchant audits, delegated checkout, and automated audit jobs remain described as planned capabilities.
Observed signals
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Editorial observations of this landing page, not a rating.
One card from the complete issue