{"slug":"userbrain-xkragw","companyName":"Userbrain","domain":"userbrain.com","url":"https://userbrain.com","headline":"0 human and 2 agent dimensions measured from the pages checked; remaining dimensions are not scored.","compositeScore":93,"humanScore":null,"agentScore":93,"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":"2026-09-10T21:01:08.162Z","unlocked":false,"mission":{"steps":[{"url":"https://www.userbrain.com","outcome":"ok","purpose":"reach the site at all"},{"url":"https://www.userbrain.com/robots.txt","outcome":"ok","purpose":"find out whether machines are welcome"},{"url":"https://www.userbrain.com","outcome":"ok","purpose":"ask whether the door opens for requests carrying the AI crawlers' names"},{"url":"https://www.userbrain.com/llms.txt","outcome":"ok","purpose":"read the site's own guide for language models"},{"url":"https://www.userbrain.com/sitemap-index.xml","outcome":"ok","purpose":"find out what pages exist"},{"url":"https://www.userbrain.com","outcome":"missing","purpose":"find out whether verified agents are recognised"},{"url":"https://www.userbrain.com","outcome":"missing","purpose":"read the homepage as data rather than as a page"},{"url":"https://www.userbrain.com","outcome":"missing","purpose":"read the developer documentation"},{"url":"https://www.userbrain.com/en/pricing/","outcome":"ok","purpose":"read the prices without running JavaScript"},{"url":"https://www.userbrain.com","outcome":"ok","purpose":"find a comparison page worth citing"}],"verdict":"The scanner recorded successful observations for 7 of 10 checks, but could not find out whether verified agents are recognised. It came up empty on 2 other checks too. 5 checks could not be measured; see the report limitations."},"observations":[{"url":"https://dashboard.userbrain.com/register","step":1,"detail":"Primary entry is \"Start free trial\". 2 steps from the homepage. no signup form or sign-in options were identified on the rendered page; the signup requirements remain unmeasured.","moment":"Entry observation","verdict":"unmeasured"}],"dimensions":[{"key":"machine_discoverability","audience":"agent","score":100,"summary":"Robots.txt explicitly names 3 AI crawler tokens; policies differ by token. 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":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":"pricing_legibility","audience":"agent","score":85,"summary":"6 prices are readable without JavaScript. An enterprise tier routes to sales, which is standard practice and not counted against the score.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":1}},{"key":"agent_aware_instrumentation","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":"machine_fetchable_trust","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":"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":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: our scanner could not identify the required evidence on the pages checked.","measurement":{"reason":"unsupported_detection","status":"unmeasured"},"evidence":{"locked":true,"count":0}},{"key":"verification_walls","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":"error_recovery","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}}],"issues":[],"fixArtifacts":{"locked":true,"count":2,"summaries":[{"id":"pricing_md:pricing-md","kind":"pricing_md","title":"pricing.md","path":"/pricing.md","effort":{"minutes":20,"role":"owner"},"outcome":{"dimension":"agent_aware_instrumentation","external":["A plain-text price list is available at the published URL."]}},{"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."]}}]},"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"}]}}