{"slug":"livemomentous-5nmurg","companyName":"Best In Class Human Performance Products","domain":"livemomentous.com","url":"https://livemomentous.com","headline":"A Shopify storefront with agent checkout capability but no programmatic onboarding path for assistants to discover how to integrate.","compositeScore":70,"humanScore":0,"agentScore":70,"doorGap":0,"humanMeasured":0,"agentMeasured":6,"percentile":null,"humanPercentile":null,"agentPercentile":null,"isPartial":true,"depth":"free","siteClass":"ecommerce","scannerVersion":12,"scannedAt":"2026-09-08T14:42:38.926Z","unlocked":false,"mission":{"steps":[{"url":"https://www.livemomentous.com","outcome":"ok","purpose":"reach the site at all"},{"url":"https://www.livemomentous.com/robots.txt","outcome":"ok","purpose":"find out whether machines are welcome"},{"url":"https://www.livemomentous.com","outcome":"ok","purpose":"ask whether the door opens for requests carrying the AI crawlers' names"},{"url":"https://www.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://www.livemomentous.com/.well-known/security.txt","outcome":"missing","purpose":"find a contact route for machines"},{"url":"https://www.livemomentous.com","outcome":"missing","purpose":"find a published agent interface"},{"url":"https://www.livemomentous.com/.well-known/ai-plugin.json","outcome":"missing","purpose":"find an agent plugin manifest"},{"url":"https://www.livemomentous.com","outcome":"missing","purpose":"find out whether verified agents are recognised"},{"url":"https://www.livemomentous.com","outcome":"missing","purpose":"read the homepage as data rather than as a page"},{"url":"https://www.livemomentous.com","outcome":"missing","purpose":"find a machine readable API spec"},{"url":"https://www.livemomentous.com","outcome":"missing","purpose":"read the developer documentation"},{"url":"https://www.livemomentous.com","outcome":"ok","purpose":"read the prices without running JavaScript"},{"url":"https://www.livemomentous.com","outcome":"ok","purpose":"read the product catalogue as data"},{"url":"https://www.livemomentous.com","outcome":"ok","purpose":"read a product page as data"},{"url":"https://www.livemomentous.com","outcome":"ok","purpose":"read the returns and shipping terms"},{"url":"https://www.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. The site publishes llms.txt, a sitemap with 82 URLs including product pages, and a /products.json feed with 11 products.","evidence":{"locked":true,"count":4}},{"key":"programmatic_onboarding","audience":"agent","score":10,"summary":"No API documentation is linked from the homepage or published at standard paths. The site publishes a UCP manifest for checkout, but an assistant has no documented way to discover or authenticate against a programmatic integration layer.","evidence":{"locked":true,"count":3}},{"key":"pricing_legibility","audience":"agent","score":90,"summary":"Prices appear in raw HTML on the homepage (9 instances) and across 3 product pages checked (132 instances). Product structured data publishes price and currency on every offer. Availability is also in the markup.","evidence":{"locked":true,"count":2}},{"key":"agent_aware_instrumentation","audience":"agent","score":57,"summary":"A Universal Commerce Protocol manifest is published at version 2026-08-25, declaring 8 capabilities and 3 payment handlers, with a storefront MCP endpoint that agents can call. No MCP manifest exists at the 3 standard paths checked.","evidence":{"locked":true,"count":4}},{"key":"machine_fetchable_trust","audience":"agent","score":73,"summary":"The returns policy and shipping policy both read as text at their published URLs. The return policy is also in structured data on product pages, stating 30 days. No security.txt is published.","evidence":{"locked":true,"count":3}},{"key":"commercial_rails","audience":"agent","score":92,"summary":"Product markup carries price, currency, brand, identifier, availability and a 30-day return policy in structured data. The /products.json feed is open and includes brand on each product. A UCP manifest publishes how to transact.","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 Okendo 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":"No security.txt is published, so a machine has no documented route to report a problem.","dimensionKey":"machine_fetchable_trust","evidence":{"locked":true,"count":1},"fix":null},{"rank":3,"title":"Product structured data lacks shipping details, forcing agents to scrape the shipping policy page to understand delivery costs and timelines.","dimensionKey":"agent_aware_instrumentation","evidence":{"locked":true,"count":3},"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":"agent_aware_instrumentation","checkId":null,"key":"issue:agent_aware_instrumentation:-"}]}}