{"slug":"burton-yz3d42","companyName":"Burton Snowboards","domain":"burton.com","url":"https://burton.com","headline":"A Shopify storefront with strong machine discoverability but no API surface for programmatic integration.","compositeScore":68,"humanScore":74,"agentScore":62,"doorGap":12,"humanMeasured":4,"agentMeasured":6,"percentile":null,"humanPercentile":null,"agentPercentile":null,"isPartial":false,"depth":"free","siteClass":"ecommerce","scannerVersion":9,"scannedAt":"2026-09-03T19:31:13.115Z","unlocked":false,"mission":{"steps":[{"url":"https://www.burton.com","outcome":"ok","purpose":"reach the site at all"},{"url":"https://www.burton.com/robots.txt","outcome":"ok","purpose":"find out whether machines are welcome"},{"url":"https://www.burton.com","outcome":"ok","purpose":"ask whether the door opens for requests carrying the AI crawlers' names"},{"url":"https://www.burton.com/llms.txt","outcome":"ok","purpose":"read the site's own guide for language models"},{"url":"https://www.burton.com/sitemap.xml","outcome":"ok","purpose":"find out what pages exist"},{"url":"https://www.burton.com/.well-known/security.txt","outcome":"missing","purpose":"find a contact route for machines"},{"url":"https://www.burton.com","outcome":"missing","purpose":"find a published agent interface"},{"url":"https://www.burton.com/.well-known/ai-plugin.json","outcome":"missing","purpose":"find an agent plugin manifest"},{"url":"https://www.burton.com","outcome":"missing","purpose":"find out whether verified agents are recognised"},{"url":"https://www.burton.com","outcome":"missing","purpose":"read the homepage as data rather than as a page"},{"url":"https://www.burton.com","outcome":"missing","purpose":"find a machine readable API spec"},{"url":"https://www.burton.com","outcome":"missing","purpose":"read the developer documentation"},{"url":"https://www.burton.com","outcome":"ok","purpose":"read the prices without running JavaScript"},{"url":"https://www.burton.com","outcome":"ok","purpose":"read the product catalogue as data"},{"url":"https://www.burton.com","outcome":"ok","purpose":"read a product page as data"},{"url":"https://www.burton.com","outcome":"ok","purpose":"read the returns and shipping terms"},{"url":"https://www.burton.com","outcome":"ok","purpose":"walk the way a visitor would, to a signup form or a product"}],"verdict":"The agent got through 10 of 17 requests, but could not find a contact route for machines. It came up empty on 6 other checks too."},"observations":null,"dimensions":[{"key":"machine_discoverability","audience":"agent","score":100,"summary":"No AI crawler is blocked by robots.txt or user agent rules. The site publishes llms.txt, a sitemap with 477 URLs including product pages, and serves all key pages to automated clients without JavaScript requirements.","evidence":{"locked":true,"count":4}},{"key":"programmatic_onboarding","audience":"agent","score":10,"summary":"No API documentation is linked from the homepage or discoverable in the site structure. The site publishes a UCP manifest for checkout but offers no developer surface for catalog queries, product lookups, or order management beyond what a.","evidence":{"locked":true,"count":3}},{"key":"pricing_legibility","audience":"agent","score":73,"summary":"Prices appear in raw HTML on all 3 product pages checked and in Product structured data with currency. An agent can parse cost without scraping. However, the visible price ($100) differs from the structured price ($9.95) on one product.","evidence":{"locked":true,"count":2}},{"key":"agent_aware_instrumentation","audience":"agent","score":42,"summary":"A UCP manifest at version 2026-08-25 declares 8 capabilities and 3 payment handlers, allowing agents to discover checkout flows. The catalogue answers as data at /products.json with brand on each product.","evidence":{"locked":true,"count":4}},{"key":"machine_fetchable_trust","audience":"agent","score":65,"summary":"No security.txt file is published. Returns and shipping policies read as plain text on dedicated pages linked from product pages, though neither policy appears in structured data on the products themselves.","evidence":{"locked":true,"count":3}},{"key":"commercial_rails","audience":"agent","score":81,"summary":"Product markup carries price, currency, GTIN and brand. The catalogue at /products.json is open and includes vendor data. A UCP manifest publishes transaction capabilities. Returns and shipping policies are readable as text.","evidence":{"locked":true,"count":4}},{"key":"steps_to_first_value","audience":"human","score":95,"summary":"A product with visible price ($100) and an add-to-cart control is reachable in 2 steps from the homepage. No variant selection is required on the product checked. A shopper or agent can proceed to payment immediately.","evidence":{"locked":true,"count":1}},{"key":"required_fields","audience":"human","score":80,"summary":"The product page does not demand an account before purchase. Two express wallets (Shop Pay and PayPal) are available, allowing checkout without filling any form.","evidence":{"locked":true,"count":1}},{"key":"verification_walls","audience":"human","score":75,"summary":"No sign-in requirement blocks access to the product page or the add-to-cart flow. Express payment options skip form entry entirely. Email or account verification does not appear as a gate before purchase can begin.","evidence":{"locked":true,"count":1}},{"key":"error_recovery","audience":"human","score":44,"summary":"Only 1 of 5 inputs on the product page carries validation rules or constraints. The page includes 3 inline error containers and 2 live regions, suggesting some error handling exists, but most form fields lack validation attributes to guide.","evidence":{"locked":true,"count":1}}],"issues":[{"rank":1,"title":"Return and shipping policies are not published in structured data on product pages, forcing agents to fetch separate policy pages to understand fulfillment terms.","dimensionKey":"machine_fetchable_trust","evidence":{"locked":true,"count":3},"fix":null},{"rank":2,"title":"Visible and structured prices conflict on product pages, creating ambiguity about the actual cost to buyers and agents.","dimensionKey":"pricing_legibility","evidence":{"locked":true,"count":3},"fix":null},{"rank":3,"title":"No API documentation or developer surface exists for programmatic catalog queries, limiting agent integration to web scraping.","dimensionKey":"programmatic_onboarding","evidence":{"locked":true,"count":3},"fix":null}],"fixArtifacts":{"locked":true,"count":7,"summaries":[{"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":"catalog_identifiers:catalog-identifiers-csv","kind":"catalog_identifiers","title":"Variants missing a GTIN or a brand","path":"catalog-identifiers.csv","effort":{"minutes":5,"role":"owner"},"outcome":{"dimension":"machine_discoverability","external":["Feed listings stop being rejected for a missing brand or GTIN."]}},{"id":"organization_jsonld:homepage","kind":"organization_jsonld","title":"Organization structured data","path":"homepage","effort":{"minutes":15,"role":"developer"},"outcome":{"dimension":"machine_discoverability","external":["Search and assistant crawlers read the company entity from the homepage rather than inferring it."]}},{"id":"security_txt:well-known-security-txt","kind":"security_txt","title":"security.txt","path":"/.well-known/security.txt","effort":{"minutes":10,"role":"owner"},"outcome":{"dimension":"machine_fetchable_trust","external":["Researchers and automated scanners find a disclosure address instead of guessing one."]}},{"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":"machine_fetchable_trust","checkId":"security_txt","key":"issue:machine_fetchable_trust:security_txt"},{"type":"issue","dimensionKey":"pricing_legibility","checkId":null,"key":"issue:pricing_legibility:-"},{"type":"issue","dimensionKey":"programmatic_onboarding","checkId":null,"key":"issue:programmatic_onboarding:-"}]}}