{"slug":"brooklinen-b3mccz","companyName":"Brooklinen","domain":"brooklinen.com","url":"https://brooklinen.com","headline":"1 human and 4 agent dimensions measured from the pages checked; remaining dimensions are not scored.","compositeScore":76,"humanScore":95,"agentScore":56,"doorGap":39,"humanMeasured":1,"agentMeasured":4,"percentile":null,"humanPercentile":null,"agentPercentile":null,"isPartial":false,"depth":"free","siteClass":"ecommerce","scannerVersion":49,"scannerRelease":"c49d1def936f56a5ab0871f38c5e6412433ec37a","scoringMethodologyVersion":1,"evidenceSchemaVersion":1,"benchmarkEdition":"methodology-1","scannedAt":"2026-09-10T20:01:52.942Z","unlocked":false,"mission":{"steps":[{"url":"https://www.brooklinen.com","outcome":"ok","purpose":"reach the site at all"},{"url":"https://www.brooklinen.com/robots.txt","outcome":"ok","purpose":"find out whether machines are welcome"},{"url":"https://www.brooklinen.com","outcome":"ok","purpose":"ask whether the door opens for requests carrying the AI crawlers' names"},{"url":"https://www.brooklinen.com/llms.txt","outcome":"ok","purpose":"read the site's own guide for language models"},{"url":"https://www.brooklinen.com/sitemap.xml","outcome":"ok","purpose":"find out what pages exist"},{"url":"https://www.brooklinen.com/.well-known/security.txt","outcome":"missing","purpose":"find a contact route for machines"},{"url":"https://www.brooklinen.com","outcome":"missing","purpose":"find an MCP manifest at the standard paths checked"},{"url":"https://www.brooklinen.com/.well-known/ai-plugin.json","outcome":"missing","purpose":"find an agent plugin manifest"},{"url":"https://www.brooklinen.com","outcome":"missing","purpose":"find out whether verified agents are recognised"},{"url":"https://www.brooklinen.com","outcome":"missing","purpose":"read the homepage as data rather than as a page"},{"url":"https://www.brooklinen.com","outcome":"missing","purpose":"find a machine readable API spec"},{"url":"https://www.brooklinen.com","outcome":"missing","purpose":"read the developer documentation"},{"url":"https://www.brooklinen.com","outcome":"ok","purpose":"read the product catalogue as data"},{"url":"https://www.brooklinen.com","outcome":"ok","purpose":"read a product page as data"},{"url":"https://www.brooklinen.com","outcome":"ok","purpose":"read the returns and shipping terms"},{"url":"https://www.brooklinen.com","outcome":"ok","purpose":"discover storefront agent checkout rails"},{"url":"https://www.brooklinen.com/products/organic-pillowcases-last-call","outcome":"ok","purpose":"walk the way a visitor would, to a signup form or a product"}],"verdict":"The scanner recorded successful observations for 10 of 17 checks, but could not find a contact route for machines. It came up empty on 6 other checks too. 1 check could not be measured; see the report limitations."},"observations":null,"dimensions":[{"key":"machine_discoverability","audience":"agent","score":79,"summary":"No restriction on the tested crawler names was found in robots.txt. On its first visit, our browser read the homepage. No user agent rule refused the tested retrieval crawler names. A sitemap listing 252 URLs.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":7}},{"key":"programmatic_onboarding","audience":"agent","score":30,"summary":"No general API documentation or OpenAPI specification was identified through the paths checked. A storefront MCP endpoint answered the tested tools/list discovery request; authentication and use were not tested.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":4}},{"key":"pricing_legibility","audience":"agent","score":null,"summary":"Not measured: our scanner could not identify the required evidence on the pages checked.","measurement":{"reason":"unsupported_detection","status":"unmeasured"},"evidence":{"locked":true,"count":0}},{"key":"agent_aware_instrumentation","audience":"agent","score":49,"summary":"No MCP manifest was identified at the discovery paths checked. A Universal Commerce Protocol manifest is published. A storefront MCP endpoint answered the tested tools/list request. The catalogue answers as data at /products.json.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":6}},{"key":"machine_fetchable_trust","audience":"agent","score":65,"summary":"No security.txt was identified at the checked path. The returns policy reads as text. The shipping policy reads as text. The homepage answers automated requests.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":3}},{"key":"commercial_rails","audience":"agent","score":null,"summary":"Not measured: our scanner could not identify the required evidence on the pages checked.","measurement":{"reason":"unsupported_detection","status":"unmeasured"},"evidence":{"locked":true,"count":0}},{"key":"steps_to_first_value","audience":"human","score":95,"summary":"A product priced at $85 was reached in 2 steps; a purchase control was visible.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":1}},{"key":"required_fields","audience":"human","score":null,"summary":"Not measured: this scan did not reach the page or action needed to verify it.","measurement":{"reason":"not_reached","status":"unmeasured"},"evidence":{"locked":true,"count":0}},{"key":"verification_walls","audience":"human","score":null,"summary":"Not measured: this read-only scan did not submit the form or perform the action needed to test this behavior.","measurement":{"reason":"action_not_tested","status":"unmeasured"},"evidence":{"locked":true,"count":0}},{"key":"error_recovery","audience":"human","score":null,"summary":"Not measured: this read-only scan did not submit the form or perform the action needed to test this behavior.","measurement":{"reason":"action_not_tested","status":"unmeasured"},"evidence":{"locked":true,"count":0}}],"issues":[{"rank":1,"title":"No valid security.txt was identified at /.well-known/security.txt.","dimensionKey":"machine_fetchable_trust","evidence":{"locked":true,"count":2},"fix":null}],"fixArtifacts":{"locked":true,"count":5,"summaries":[{"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":["The owner-reviewed policy fields are published as 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":"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":["Sampled identifier gaps are documented for review against the chosen feed requirements."]}},{"id":"organization_jsonld:homepage","kind":"organization_jsonld","title":"Organization structured data","path":"homepage","effort":{"minutes":15,"role":"developer"},"outcome":{"dimension":"machine_discoverability","external":["The homepage publishes the reviewed company entity as structured data."]}},{"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."]}}]},"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"}]}}