{"slug":"vuoriclothing-ngh96t","companyName":"Vuori","domain":"vuoriclothing.com","url":"https://vuoriclothing.com","headline":"Vuori's product data is fully machine readable, but the two rails that would let an agent actually shop or check out here are switched off.","compositeScore":53,"humanScore":0,"agentScore":53,"doorGap":0,"humanMeasured":0,"agentMeasured":6,"percentile":null,"humanPercentile":null,"agentPercentile":null,"isPartial":true,"depth":"deep","siteClass":"unknown","scannerVersion":10,"scannedAt":"2026-09-04T01:48:31.750Z","unlocked":false,"mission":{"steps":[{"url":"https://vuoriclothing.com","outcome":"ok","purpose":"reach the site at all"},{"url":"https://vuoriclothing.com/robots.txt","outcome":"ok","purpose":"find out whether machines are welcome"},{"url":"https://vuoriclothing.com","outcome":"ok","purpose":"ask whether the door opens for requests carrying the AI crawlers' names"},{"url":"https://vuoriclothing.com/llms.txt","outcome":"ok","purpose":"read the site's own guide for language models"},{"url":"https://vuoriclothing.com/sitemap.xml","outcome":"ok","purpose":"find out what pages exist"},{"url":"https://vuoriclothing.com/.well-known/security.txt","outcome":"ok","purpose":"find a contact route for machines"},{"url":"https://vuoriclothing.com","outcome":"missing","purpose":"find a published agent interface"},{"url":"https://vuoriclothing.com/.well-known/ai-plugin.json","outcome":"missing","purpose":"find an agent plugin manifest"},{"url":"https://vuoriclothing.com","outcome":"missing","purpose":"find out whether verified agents are recognised"},{"url":"https://vuoriclothing.com","outcome":"ok","purpose":"read the homepage as data rather than as a page"},{"url":"https://vuoriclothing.com","outcome":"missing","purpose":"find a machine readable API spec"},{"url":"https://vuoriclothing.com","outcome":"missing","purpose":"read the developer documentation"},{"url":"https://vuoriclothing.com","outcome":"ok","purpose":"read the prices without running JavaScript"},{"url":"https://vuoriclothing.com","outcome":"ok","purpose":"read the product catalogue as data"},{"url":"https://vuoriclothing.com","outcome":"ok","purpose":"read a product page as data"},{"url":"https://vuoriclothing.com","outcome":"ok","purpose":"read the returns and shipping terms"},{"url":"https://vuoriclothing.com","outcome":"ok","purpose":"walk the way a visitor would, to a signup form or a product"}],"verdict":"The agent got through 12 of 17 requests, but could not find a published agent interface. It came up empty on 4 other checks too."},"observations":[{"url":"https://vuoriclothing.com/products/womens-vuori-alltheform-legging-bloom","step":1,"detail":"Homepage text is clear: Vuori sells men's and women's athletic apparel with prices, categories, sales. But a fresh screenshot rendered a blank white page for this automated visitor, meaning the homepage relies heavily on client side JavaScript to paint content.","moment":"Landing page load","verdict":"friction","screenshot":1}],"dimensions":[{"key":"machine_discoverability","audience":"agent","score":100,"summary":"No AI crawler is blocked, robots.txt names 14 assistant agents as allowed, and a sitemap lists 1120 URLs. llms.txt is published and the homepage carries 7 schema.org types.","evidence":{"locked":true,"count":4}},{"key":"programmatic_onboarding","audience":"agent","score":0,"summary":"No developer documentation is linked anywhere on the site, no OpenAPI spec exists at 6 standard paths, and no MCP manifest or ai-plugin.json was found. There is no machine onboarding path at all.","evidence":{"locked":true,"count":3}},{"key":"pricing_legibility","audience":"agent","score":90,"summary":"Prices sit in raw HTML: 24 on the homepage, 133 across the 3 product pages checked without running JavaScript. Product structured data carries price, currency, availability and an identifier.","evidence":{"locked":true,"count":2}},{"key":"agent_aware_instrumentation","audience":"agent","score":21,"summary":"Product markup has everything a merchant feed needs, but no MCP manifest is published and Shopify's agent checkout support sits unused. An agent can read a product but has no protocol to act on it.","evidence":{"locked":true,"count":4}},{"key":"machine_fetchable_trust","audience":"agent","score":85,"summary":"security.txt is published with a contact route and the returns policy reads as plain text at 200. The homepage answers automated requests cleanly, though shipping terms were not found at the paths checked.","evidence":{"locked":true,"count":3}},{"key":"commercial_rails","audience":"agent","score":20,"summary":"Shopify runs a standard self-serve checkout with published prices, but /products.json, the default machine-readable catalog feed, returns 404, and no agent checkout manifest (UCP, storefront MCP, ACP) is published despite the platform.","evidence":{"locked":true,"count":3}},{"key":"steps_to_first_value","audience":"human","score":null,"summary":"Could not verify: this scan did not reach the pages that would show it.","evidence":{"locked":true,"count":1}},{"key":"required_fields","audience":"human","score":null,"summary":"Could not verify: this scan did not reach the pages that would show it.","evidence":{"locked":true,"count":1}},{"key":"verification_walls","audience":"human","score":null,"summary":"Could not verify: this scan did not reach the pages that would show it.","evidence":{"locked":true,"count":1}},{"key":"error_recovery","audience":"human","score":null,"summary":"Could not verify: this scan did not reach the pages that would show it.","evidence":{"locked":true,"count":1}}],"issues":[{"rank":1,"title":"Product review content only exists inside a third-party script, so non-JS clients get the rating number but never the text behind it.","dimensionKey":"machine_fetchable_trust","evidence":{"locked":true,"count":2},"fix":null},{"rank":2,"title":"The default Shopify product feed that shopping agents read is closed, and no replacement was published.","dimensionKey":"commercial_rails","evidence":{"locked":true,"count":3},"fix":null}],"fixArtifacts":{"locked":true,"count":7,"summaries":[{"id":"robots_search_bots:robots-txt","kind":"robots_search_bots","title":"robots.txt rules for AI crawlers","path":"/robots.txt","effort":{"minutes":10,"role":"owner"},"outcome":{"dimension":"machine_discoverability","external":["The assistants' search crawlers read and cite the site to buyers; training stays the owner's decision."]}},{"id":"review_schema_vendor:notes","kind":"review_schema_vendor","title":"Put Yotpo reviews in the page","path":"notes","effort":{"minutes":10,"role":"owner"},"outcome":{"dimension":"machine_discoverability","external":["Review text and ratings reach crawlers that do not run the review widget's script."]}},{"id":"merchant_policy_jsonld:product-page","kind":"merchant_policy_jsonld","title":"Return policy and shipping structured data","path":"product page","effort":{"minutes":30,"role":"developer"},"outcome":{"dimension":"machine_fetchable_trust","external":["Assistants read the return window and shipping terms from structured data."]}},{"id":"policy_pages_text:notes","kind":"policy_pages_text","title":"Link the policy pages from the product page","path":"notes","effort":{"minutes":30,"role":"owner"},"outcome":{"dimension":"machine_fetchable_trust","external":["Returns and shipping pages read as text and are linked from every product page."]}},{"id":"policy_pages_text:policies-shipping-policy","kind":"policy_pages_text","title":"Shipping and delivery page","path":"/policies/shipping-policy","effort":{"minutes":30,"role":"owner"},"outcome":{"dimension":"machine_fetchable_trust","external":["Returns and shipping pages read as text and are linked from every product page."]}},{"id":"interfaces_note:notes","kind":"interfaces_note","title":"Machine interfaces: where you stand","path":"notes","effort":{"minutes":10,"role":"owner"},"outcome":{"dimension":"agent_aware_instrumentation","external":["The developer surface is built in an order where every published pointer answers."]}},{"id":"agent_checkout_note:notes","kind":"agent_checkout_note","title":"Agent checkout: where you stand","path":"notes","effort":{"minutes":10,"role":"owner"},"outcome":{"dimension":"agent_aware_instrumentation","external":["The checkout rail question is settled with the platform and processor before any manifest is published."]}}]},"feedback":{"endpoint":"/api/feedback","mcpTool":"rate_fix","targets":[{"type":"report","key":"report"},{"type":"dimension","dimensionKey":"machine_discoverability","key":"dimension:machine_discoverability"},{"type":"dimension","dimensionKey":"programmatic_onboarding","key":"dimension:programmatic_onboarding"},{"type":"dimension","dimensionKey":"pricing_legibility","key":"dimension:pricing_legibility"},{"type":"dimension","dimensionKey":"agent_aware_instrumentation","key":"dimension:agent_aware_instrumentation"},{"type":"dimension","dimensionKey":"machine_fetchable_trust","key":"dimension:machine_fetchable_trust"},{"type":"dimension","dimensionKey":"commercial_rails","key":"dimension:commercial_rails"},{"type":"dimension","dimensionKey":"steps_to_first_value","key":"dimension:steps_to_first_value"},{"type":"dimension","dimensionKey":"required_fields","key":"dimension:required_fields"},{"type":"dimension","dimensionKey":"verification_walls","key":"dimension:verification_walls"},{"type":"dimension","dimensionKey":"error_recovery","key":"dimension:error_recovery"},{"type":"issue","dimensionKey":"machine_fetchable_trust","checkId":"store_policies","key":"issue:machine_fetchable_trust:store_policies"},{"type":"issue","dimensionKey":"commercial_rails","checkId":null,"key":"issue:commercial_rails:-"}]}}