{"slug":"livemomentous-ywv45n","companyName":"Best In Class Human Performance Products","domain":"livemomentous.com","url":"https://livemomentous.com","headline":"A Shopify storefront with open product data but no account-free checkout path and no agent instrumentation.","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":"2026-09-08T20:08:33.065Z","unlocked":false,"mission":{"steps":[{"url":"https://livemomentous.com","outcome":"ok","purpose":"reach the site at all"},{"url":"https://livemomentous.com/robots.txt","outcome":"ok","purpose":"find out whether machines are welcome"},{"url":"https://livemomentous.com","outcome":"ok","purpose":"ask whether the door opens for requests carrying the AI crawlers' names"},{"url":"https://livemomentous.com/llms.txt","outcome":"ok","purpose":"read the site's own guide for language models"},{"url":"https://www.livemomentous.com/sitemap.xml","outcome":"ok","purpose":"find out what pages exist"},{"url":"https://livemomentous.com/.well-known/security.txt","outcome":"missing","purpose":"find a contact route for machines"},{"url":"https://livemomentous.com","outcome":"missing","purpose":"find a published agent interface"},{"url":"https://livemomentous.com/.well-known/ai-plugin.json","outcome":"missing","purpose":"find an agent plugin manifest"},{"url":"https://livemomentous.com","outcome":"missing","purpose":"find out whether verified agents are recognised"},{"url":"https://livemomentous.com","outcome":"missing","purpose":"read the homepage as data rather than as a page"},{"url":"https://livemomentous.com","outcome":"missing","purpose":"find a machine readable API spec"},{"url":"https://livemomentous.com","outcome":"ok","purpose":"read the prices without running JavaScript"},{"url":"https://livemomentous.com","outcome":"ok","purpose":"read the product catalogue as data"},{"url":"https://livemomentous.com","outcome":"ok","purpose":"read a product page as data"}],"verdict":"The agent got through 8 of 14 requests, but could not find a contact route for machines. It came up empty on 5 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 81 URLs including product pages, and a /products.json feed listing 11 products with brand and identifier.","evidence":{"locked":true,"count":4}},{"key":"programmatic_onboarding","audience":"agent","score":10,"summary":"No API documentation, OpenAPI spec, or MCP manifest exists at any standard path. The /products.json feed is readable but requires no authentication, so an agent can fetch product data without registration.","evidence":{"locked":true,"count":1}},{"key":"pricing_legibility","audience":"agent","score":90,"summary":"Prices appear in raw HTML on the homepage (9 instances) and across 3 product pages checked (124 instances). Product structured data publishes price and currency on every offer. An agent can parse cost without JavaScript or scraping.","evidence":{"locked":true,"count":2}},{"key":"agent_aware_instrumentation","audience":"agent","score":22,"summary":"No MCP manifest, OpenAPI spec, or Web Bot Auth signals exist. The /products.json catalogue feed is machine-readable with brand and identifier on each product.","evidence":{"locked":true,"count":4}},{"key":"machine_fetchable_trust","audience":"agent","score":40,"summary":"No security.txt file exists at /.well-known/security.txt. The homepage and product pages are served to automated clients without blocking. The site publishes a robots.txt with 87 directives that explicitly allow major AI crawlers including.","evidence":{"locked":true,"count":2}},{"key":"commercial_rails","audience":"agent","score":78,"summary":"Product markup carries price, currency, identifier, brand, aggregate rating (4.5 stars over 531 reviews) and a 30-day return policy in schema. The /products.json feed includes brand and handle on each of 11 products.","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":0}},{"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":0}},{"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":0}},{"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":0}}],"issues":[{"rank":1,"title":"Product pages do not publish shipping policy in structured data, blocking agents from calculating total cost at purchase time.","dimensionKey":"commercial_rails","evidence":{"locked":true,"count":3},"fix":null},{"rank":2,"title":"No OpenAPI specification was found at the 6 standard paths checked, so a client must be written from prose instead of generated.","dimensionKey":"programmatic_onboarding","evidence":{"locked":true,"count":2},"fix":null},{"rank":3,"title":"Product feed lacks GTIN identifiers, preventing agents from matching products to external catalogues and price comparison services.","dimensionKey":"agent_aware_instrumentation","evidence":{"locked":true,"count":3},"fix":null}],"fixArtifacts":{"locked":true,"count":7,"summaries":[{"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 Okendo 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":"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":"commercial_rails","checkId":"product_pages","key":"issue:commercial_rails:product_pages"},{"type":"issue","dimensionKey":"programmatic_onboarding","checkId":"openapi","key":"issue:programmatic_onboarding:openapi"},{"type":"issue","dimensionKey":"agent_aware_instrumentation","checkId":null,"key":"issue:agent_aware_instrumentation:-"}]}}