{"slug":"vuoriclothing-xaaszu","companyName":"Vuori","domain":"vuoriclothing.com","url":"https://vuoriclothing.com","headline":"A Shopify storefront that welcomes AI crawlers but blocks browser automation, leaving agents unable to complete the shopping journey.","compositeScore":57,"humanScore":0,"agentScore":57,"doorGap":0,"humanMeasured":0,"agentMeasured":6,"percentile":null,"humanPercentile":null,"agentPercentile":null,"isPartial":true,"depth":"free","siteClass":"ecommerce","scannerVersion":16,"scannedAt":"2026-09-08T20:14:35.602Z","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":"missing","purpose":"walk the way a visitor would, to a signup form or a product"}],"verdict":"The agent got through 11 of 17 requests, but could not find a published agent interface. It came up empty on 5 other checks too."},"observations":null,"dimensions":[{"key":"machine_discoverability","audience":"agent","score":76,"summary":"No AI crawler is blocked by robots.txt; llms.txt is published; 7 schema.org types appear on the homepage; a sitemap lists 1119 URLs. A real browser is refused with an automated traffic challenge, which blocks assistant shopping.","evidence":{"locked":true,"count":4}},{"key":"programmatic_onboarding","audience":"agent","score":10,"summary":"No API documentation is linked from the homepage. No OpenAPI spec exists at any of the 6 standard paths. The Shopify platform supports agent checkout protocols, but no MCP manifest or agent checkout manifest is published.","evidence":{"locked":true,"count":3}},{"key":"pricing_legibility","audience":"agent","score":90,"summary":"24 prices appear in the homepage HTML without JavaScript. 90 prices across 3 product pages render in raw HTML. Product structured data carries price, currency, and availability.","evidence":{"locked":true,"count":2}},{"key":"agent_aware_instrumentation","audience":"agent","score":21,"summary":"No MCP manifest is published at any of the 3 standard paths. No AI plugin manifest exists. Shopify supports agent checkout protocols and the platform is ready, but the merchant has not published a manifest.","evidence":{"locked":true,"count":4}},{"key":"machine_fetchable_trust","audience":"agent","score":85,"summary":"security.txt is published with a contact route for machines. The returns policy reads as plain text at /returns. The homepage and product pages answer HTTP requests from automated clients.","evidence":{"locked":true,"count":3}},{"key":"commercial_rails","audience":"agent","score":58,"summary":"Product markup carries price, currency, identifier, brand, and aggregate rating. Shopify is the platform. The catalog feed at /products.json returns 404, so no syndication feed is available.","evidence":{"locked":true,"count":4}},{"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":"Reviews load from Yotpo by script, so a client that reads raw HTML sees the products without a single review.","dimensionKey":"pricing_legibility","evidence":{"locked":true,"count":1},"fix":null},{"rank":2,"title":"The product catalog feed is closed, forcing agents to scrape individual product pages instead of reading a bulk feed.","dimensionKey":"commercial_rails","evidence":{"locked":true,"count":3},"fix":null},{"rank":3,"title":"No agent checkout manifest is published, so agents cannot signal their intent to the payment system.","dimensionKey":"agent_aware_instrumentation","evidence":{"locked":true,"count":3},"fix":null}],"fixArtifacts":{"locked":true,"count":10,"summaries":[{"id":"bot_wall_guidance:notes","kind":"bot_wall_guidance","title":"Let verified assistants through","path":"notes","effort":{"minutes":60,"role":"developer"},"outcome":{"dimension":"machine_discoverability","external":["Assistant shopping and search crawlers reach the product, pricing and policy pages a buyer asks about."]}},{"id":"product_jsonld:products-womens-vuori-alltheform-legging-bloom","kind":"product_jsonld","title":"Product markup skeleton","path":"/products/womens-vuori-alltheform-legging-bloom","effort":{"minutes":30,"role":"developer"},"outcome":{"dimension":"pricing_legibility","external":["Assistants read price, availability and identifiers from every sampled product page."]}},{"id":"product_jsonld_liquid:snippets-seconddoor-product-jsonld-liquid","kind":"product_jsonld_liquid","title":"Product markup snippet for every product page","path":"snippets/seconddoor-product-jsonld.liquid","effort":{"minutes":30,"role":"developer"},"outcome":{"dimension":"pricing_legibility","external":["Every Shopify product page carries complete Product markup, not only the sampled ones."]}},{"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":"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":"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":"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."]}},{"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."]}}]},"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":"pricing_legibility","checkId":"product_pages","key":"issue:pricing_legibility:product_pages"},{"type":"issue","dimensionKey":"commercial_rails","checkId":null,"key":"issue:commercial_rails:-"},{"type":"issue","dimensionKey":"agent_aware_instrumentation","checkId":null,"key":"issue:agent_aware_instrumentation:-"}]}}