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Product data and content

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Catalogs, product information, attributes and feeds: the product data that AI agents and AI search read.

Tuesday November 3, 2026

  1. Shopify's AI-referred orders grew 3.3x, and it still won't disclose the base

    Q3 revenue rose 32% to $3.74 billion as Shopify pushed its Catalog and Shop Pay wallet into a growing list of third-party AI agents.

    Our takeShopify did not disclose the base behind its 3.3x AI order growth, so the more useful signal is Finkelstein's claim that Catalog-powered searches convert at twice the rate of general AI search.

    Constellation ResearchProduct data and contentRetailers pick sides on outside AI shopping agents

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