{"slug":"lacolombe-fehzkn","companyName":"La Colombe Coffee Workshop","domain":"lacolombe.com","url":"https://lacolombe.com","headline":"0 human and 6 agent dimensions measured from the pages checked; remaining dimensions are not scored.","compositeScore":65,"humanScore":null,"agentScore":65,"doorGap":null,"humanMeasured":0,"agentMeasured":6,"percentile":null,"humanPercentile":null,"agentPercentile":null,"isPartial":true,"depth":"free","siteClass":"ecommerce","scannerVersion":54,"scannerRelease":"2cdef4a","scoringMethodologyVersion":1,"evidenceSchemaVersion":1,"benchmarkEdition":"methodology-1","scannedAt":"2026-09-11T01:01:27.330Z","unlocked":false,"mission":{"steps":[{"url":"https://www.lacolombe.com","outcome":"ok","purpose":"reach the site at all"},{"url":"https://www.lacolombe.com/robots.txt","outcome":"ok","purpose":"find out whether machines are welcome"},{"url":"https://www.lacolombe.com","outcome":"ok","purpose":"ask whether the door opens for requests carrying the AI crawlers' names"},{"url":"https://www.lacolombe.com/llms.txt","outcome":"ok","purpose":"read the site's own guide for language models"},{"url":"https://www.lacolombe.com/sitemap.xml","outcome":"ok","purpose":"find out what pages exist"},{"url":"https://www.lacolombe.com/.well-known/security.txt","outcome":"missing","purpose":"find a contact route for machines"},{"url":"https://www.lacolombe.com","outcome":"missing","purpose":"find an MCP manifest at the standard paths checked"},{"url":"https://www.lacolombe.com/.well-known/ai-plugin.json","outcome":"missing","purpose":"find an agent plugin manifest"},{"url":"https://www.lacolombe.com","outcome":"missing","purpose":"find out whether verified agents are recognised"},{"url":"https://www.lacolombe.com","outcome":"missing","purpose":"read the homepage as data rather than as a page"},{"url":"https://www.lacolombe.com","outcome":"missing","purpose":"find a machine readable API spec"},{"url":"https://www.lacolombe.com","outcome":"missing","purpose":"read the developer documentation"},{"url":"https://www.lacolombe.com","outcome":"ok","purpose":"read the prices without running JavaScript"},{"url":"https://www.lacolombe.com","outcome":"ok","purpose":"read the product catalogue as data"},{"url":"https://www.lacolombe.com","outcome":"ok","purpose":"read a product page as data"},{"url":"https://www.lacolombe.com","outcome":"missing","purpose":"read the returns and shipping terms"},{"url":"https://www.lacolombe.com","outcome":"ok","purpose":"discover storefront agent checkout rails"},{"url":"https://www.lacolombe.com/products/timeless-double-walled-mug","outcome":"missing","purpose":"walk the way a visitor would, to a signup form or a product"}],"verdict":"The scanner recorded successful observations for 9 of 18 checks, but could not find a contact route for machines. It came up empty on 8 other checks too."},"observations":null,"dimensions":[{"key":"machine_discoverability","audience":"agent","score":100,"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.","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":83,"summary":"Product-associated price evidence was identified in the HTTP responses from the 3 product pages checked. Product structured data publishes price and currency, so an agent can parse cost without scraping. Availability is published too.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":3}},{"key":"agent_aware_instrumentation","audience":"agent","score":57,"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":40,"summary":"No security.txt was identified at the checked path. The homepage answers automated requests.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":3}},{"key":"commercial_rails","audience":"agent","score":78,"summary":"Product markup carries price and currency. Products carry an identifier. The catalogue answers as data, which a feed can be built from. A Shopify storefront; product identifier and brand coverage were checked.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":6}},{"key":"steps_to_first_value","audience":"human","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":"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 review text was identified in the server HTML of the product pages checked.","dimensionKey":"pricing_legibility","evidence":["No review text in the server HTML of /products/timeless-double-walled-mug, /products/pumpkin-spice-draft-latte, /products/sunspot-mug; the Okendo widget is loaded by script.","Checked URL: https://www.lacolombe.com"],"fix":"Check Okendo's supported server-rendering or structured-data options, then verify review text in a product-page response."},{"rank":2,"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":"product_jsonld_liquid:snippets-seconddoor-product-jsonld-liquid","kind":"product_jsonld_liquid","title":"Complete the merchant fields in product markup","path":"snippets/seconddoor-product-jsonld.liquid","effort":{"minutes":30,"role":"developer"},"outcome":{"dimension":"pricing_legibility","external":["The shared product template emits markup; verify representative products and variants after deployment."]}},{"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":"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":"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"}]}}