The State of AI Shopping Readiness 2026 Q3 — readiness dataset (Goppa Research)

Technical AI-readiness measurements of 127 online businesses that rank on page one of Google. We attempted 176 businesses. The 127 that returned data to an identified research crawler are the rows of this file. Each row gives the platform, market, category, source and site type, an overall readiness score, and the results of 17 technical checks: ai_crawlers_allowed, responds_to_ai_agent, readable_without_js, product_or_service_schema, schema_richness, business_identity, open_graph, ucp_manifest, mcp_server, llms_txt, sitemap, product_page_findable, catalogue_at_scale, reachable_by_index, https, policies_visible, contact_channel. The file contains no domains, URLs, business names or personal data. It does not contain AI-mention results; those are published only in aggregate at https://trygoppa.com/study/categories. Method and findings: https://trygoppa.com/study