{"slug":"pipefy-d8s3mw","companyName":"Pipefy","domain":"pipefy.com","url":"https://pipefy.com","headline":"0 human and 2 agent dimensions measured from the pages checked; remaining dimensions are not scored.","compositeScore":53,"humanScore":null,"agentScore":53,"doorGap":null,"humanMeasured":0,"agentMeasured":2,"percentile":null,"humanPercentile":null,"agentPercentile":null,"isPartial":true,"depth":"free","siteClass":"b2b_saas","scannerVersion":49,"scannerRelease":"c49d1def936f56a5ab0871f38c5e6412433ec37a","scoringMethodologyVersion":1,"evidenceSchemaVersion":1,"benchmarkEdition":"methodology-1","scannedAt":"2026-09-10T20:42:22.182Z","unlocked":false,"mission":{"steps":[{"url":"https://www.pipefy.com","outcome":"ok","purpose":"reach the site at all"},{"url":"https://www.pipefy.com/robots.txt","outcome":"ok","purpose":"find out whether machines are welcome"},{"url":"https://www.pipefy.com","outcome":"ok","purpose":"ask whether the door opens for requests carrying the AI crawlers' names"},{"url":"https://www.pipefy.com/llms.txt","outcome":"ok","purpose":"read the site's own guide for language models"},{"url":"https://www.pipefy.com/sitemap_index.xml","outcome":"ok","purpose":"find out what pages exist"},{"url":"https://www.pipefy.com","outcome":"ok","purpose":"read the homepage as data rather than as a page"},{"url":"https://www.pipefy.com","outcome":"ok","purpose":"read the developer documentation"},{"url":"https://www.pipefy.com/pricing/","outcome":"missing","purpose":"read the prices without running JavaScript"}],"verdict":"The scanner recorded successful observations for 7 of 8 checks, but could not read the prices without running JavaScript. 7 checks could not be measured; see the report limitations."},"observations":[{"url":"https://www.pipefy.com/wp/signup/","step":1,"detail":"The linked signup destination presented our browser with an access challenge; its form was not measured.","moment":"Entry observation","verdict":"unmeasured"}],"dimensions":[{"key":"machine_discoverability","audience":"agent","score":94,"summary":"Robots.txt blocks 3 training crawlers, a choice about model weights rather than about buyers. On its first visit, our browser read the homepage. No user agent rule refused the tested retrieval crawler names. A sitemap listing 90 URLs.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":6}},{"key":"programmatic_onboarding","audience":"agent","score":null,"summary":"Not measured: robots.txt did not permit our scanner to read the required page.","measurement":{"reason":"robots_refusal","status":"unmeasured"},"evidence":{"locked":true,"count":0}},{"key":"pricing_legibility","audience":"agent","score":12,"summary":"No prices anywhere on the pricing page, and the copy routes to sales.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":1}},{"key":"agent_aware_instrumentation","audience":"agent","score":null,"summary":"Not measured: a network request failed before the required evidence was collected.","measurement":{"reason":"network_failure","status":"unmeasured"},"evidence":{"locked":true,"count":0}},{"key":"machine_fetchable_trust","audience":"agent","score":null,"summary":"Not measured: an access refusal or challenge prevented our scanner from reading the required page.","measurement":{"reason":"access_challenge","status":"unmeasured"},"evidence":{"locked":true,"count":0}},{"key":"commercial_rails","audience":"agent","score":null,"summary":"Not measured: an access refusal or challenge prevented our scanner from reading the required page.","measurement":{"reason":"access_challenge","status":"unmeasured"},"evidence":{"locked":true,"count":0}},{"key":"steps_to_first_value","audience":"human","score":null,"summary":"Not measured: an access refusal or challenge prevented our scanner from reading the required page.","measurement":{"reason":"access_challenge","status":"unmeasured"},"evidence":{"locked":true,"count":0}},{"key":"required_fields","audience":"human","score":null,"summary":"Not measured: an access refusal or challenge prevented our scanner from reading the required page.","measurement":{"reason":"access_challenge","status":"unmeasured"},"evidence":{"locked":true,"count":0}},{"key":"verification_walls","audience":"human","score":null,"summary":"Not measured: an access refusal or challenge prevented our scanner from reading the required page.","measurement":{"reason":"access_challenge","status":"unmeasured"},"evidence":{"locked":true,"count":0}},{"key":"error_recovery","audience":"human","score":null,"summary":"Not measured: an access refusal or challenge prevented our scanner from reading the required page.","measurement":{"reason":"access_challenge","status":"unmeasured"},"evidence":{"locked":true,"count":0}}],"issues":[],"fixArtifacts":{"locked":true,"count":1,"summaries":[{"id":"pricing_publish:pricing-md","kind":"pricing_publish","title":"A pricing page that states a price","path":"/pricing.md","effort":{"minutes":60,"role":"owner"},"outcome":{"dimension":"pricing_legibility","external":["The owner supplies an explicit starting price on the public pricing page."]}}]},"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"}]}}