{"slug":"livemomentous-97hgza","companyName":"Best In Class Human Performance Products","domain":"livemomentous.com","url":"https://livemomentous.com","headline":"A Shopify storefront with agent checkout capability but no API documentation for programmatic access.","compositeScore":78,"humanScore":85,"agentScore":70,"doorGap":15,"humanMeasured":4,"agentMeasured":6,"percentile":null,"humanPercentile":null,"agentPercentile":null,"isPartial":false,"depth":"free","siteClass":"ecommerce","scannerVersion":15,"scannedAt":"2026-09-08T19:34:42.429Z","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":"missing","purpose":"read the developer documentation"},{"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"},{"url":"https://livemomentous.com","outcome":"ok","purpose":"read the returns and shipping terms"},{"url":"https://livemomentous.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; llms.txt is published; the sitemap lists 81 URLs including products; product pages carry Product markup with price, currency, availability and identifier; the catalogue answers as.","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 raw HTML. The site publishes a UCP manifest for agent checkout but provides no developer guide for programmatic catalog access or order management beyond the checkout.","evidence":{"locked":true,"count":3}},{"key":"pricing_legibility","audience":"agent","score":83,"summary":"Prices appear in raw HTML on the homepage (9 instances) and across 3 product pages checked (122 instances). Product structured data publishes price and currency for each variant. Availability is also published.","evidence":{"locked":true,"count":2}},{"key":"agent_aware_instrumentation","audience":"agent","score":57,"summary":"No MCP manifest at the 3 standard paths checked. A Universal Commerce Protocol manifest is published at version 2026-08-25 with 8 capabilities and 3 payment handlers, and a storefront MCP endpoint answers agent calls.","evidence":{"locked":true,"count":4}},{"key":"machine_fetchable_trust","audience":"agent","score":73,"summary":"No security.txt is published. The returns policy and shipping policy both read as plain text at their policy URLs. The return policy is also in structured data (30 days).","evidence":{"locked":true,"count":3}},{"key":"commercial_rails","audience":"agent","score":94,"summary":"Product markup carries price, currency, identifier and brand. The catalogue answers as data at /products.json. A UCP manifest publishes how to transact, declaring checkout, cart, order and fulfillment capabilities.","evidence":{"locked":true,"count":4}},{"key":"steps_to_first_value","audience":"human","score":95,"summary":"A product with visible price ($99) and an add-to-cart control is reached in 2 steps from the homepage. The product page renders with price and purchase option immediately available.","evidence":{"locked":true,"count":1}},{"key":"required_fields","audience":"human","score":80,"summary":"The product page does not require an account before adding to cart. Two express wallets (Shop Pay, PayPal) are available, allowing checkout without filling a form.","evidence":{"locked":true,"count":1}},{"key":"verification_walls","audience":"human","score":75,"summary":"No sign-in requirement appears on the product page before purchase. Guest checkout is available. The entry path walk found 22 live regions and 2 inline error containers, indicating validation occurs but does not block progression.","evidence":{"locked":true,"count":1}},{"key":"error_recovery","audience":"human","score":90,"summary":"The product page offers 9 size or colour choosers, allowing a shopper to correct variant selection before committing to purchase. No hard stops prevent changing choices.","evidence":{"locked":true,"count":1}}],"issues":[{"rank":1,"title":"The visible product price on the page does not match the structured data price, creating confusion for agents and shoppers comparing offers.","dimensionKey":"pricing_legibility","evidence":{"locked":true,"count":3},"fix":null},{"rank":2,"title":"Shipping details are not included in product structured data, preventing agents from calculating total cost or fulfillment time before checkout.","dimensionKey":"machine_fetchable_trust","evidence":{"locked":true,"count":3},"fix":null},{"rank":3,"title":"No developer documentation is linked from the homepage, in raw HTML or the rendered page, so integration starts with a search engine.","dimensionKey":"programmatic_onboarding","evidence":{"locked":true,"count":1},"fix":null}],"fixArtifacts":{"locked":true,"count":8,"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":"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":"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":"pricing_legibility","checkId":"product_pages","key":"issue:pricing_legibility:product_pages"},{"type":"issue","dimensionKey":"machine_fetchable_trust","checkId":"security_txt","key":"issue:machine_fetchable_trust:security_txt"},{"type":"issue","dimensionKey":"programmatic_onboarding","checkId":"api_surface","key":"issue:programmatic_onboarding:api_surface"}]}}