{"slug":"linear-xa4wqn","companyName":"Linear","domain":"linear.app","url":"https://linear.app","headline":"1 human and 5 agent dimensions measured from the pages checked; remaining dimensions are not scored.","compositeScore":75,"humanScore":80,"agentScore":69,"doorGap":11,"humanMeasured":1,"agentMeasured":5,"percentile":null,"humanPercentile":null,"agentPercentile":null,"isPartial":false,"depth":"free","siteClass":"b2b_saas","scannerVersion":49,"scannerRelease":"c49d1def936f56a5ab0871f38c5e6412433ec37a","scoringMethodologyVersion":1,"evidenceSchemaVersion":1,"benchmarkEdition":"methodology-1","scannedAt":"2026-09-10T20:02:13.497Z","unlocked":false,"mission":{"steps":[{"url":"https://linear.app","outcome":"ok","purpose":"reach the site at all"},{"url":"https://linear.app/robots.txt","outcome":"ok","purpose":"find out whether machines are welcome"},{"url":"https://linear.app","outcome":"ok","purpose":"ask whether the door opens for requests carrying the AI crawlers' names"},{"url":"https://linear.app/llms.txt","outcome":"ok","purpose":"read the site's own guide for language models"},{"url":"https://linear.app/sitemap.xml","outcome":"ok","purpose":"find out what pages exist"},{"url":"https://linear.app/.well-known/security.txt","outcome":"ok","purpose":"find a contact route for machines"},{"url":"https://linear.app","outcome":"missing","purpose":"find an MCP manifest at the standard paths checked"},{"url":"https://linear.app/.well-known/ai-plugin.json","outcome":"missing","purpose":"find an agent plugin manifest"},{"url":"https://linear.app","outcome":"missing","purpose":"find out whether verified agents are recognised"},{"url":"https://linear.app","outcome":"missing","purpose":"read the homepage as data rather than as a page"},{"url":"https://linear.app","outcome":"ok","purpose":"read the developer documentation"},{"url":"https://linear.app/pricing","outcome":"ok","purpose":"read the prices without running JavaScript"},{"url":"https://linear.app","outcome":"missing","purpose":"find a comparison page worth citing"},{"url":"https://linear.app/signup","outcome":"ok","purpose":"walk the way a visitor would, to a signup form or a product"}],"verdict":"The scanner recorded successful observations for 9 of 14 checks, but could not find an MCP manifest at the standard paths checked. It came up empty on 4 other checks too. 1 check could not be measured; see the report limitations."},"observations":[{"url":"https://linear.app/signup","step":1,"detail":"Primary entry is \"Sign up\". 2 steps from the homepage. no typed fields, sign in with a provider only. 2 sign in options: google, sso.","moment":"Entry observation","verdict":"observed"}],"dimensions":[{"key":"machine_discoverability","audience":"agent","score":92,"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":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":85,"summary":"7 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":2}},{"key":"agent_aware_instrumentation","audience":"agent","score":18,"summary":"No MCP manifest was identified at the discovery paths checked. Developer documentation describes an API, but only in prose.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":4}},{"key":"machine_fetchable_trust","audience":"agent","score":85,"summary":"Security.txt is published with a contact route. The homepage answers automated requests.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":2}},{"key":"commercial_rails","audience":"agent","score":65,"summary":"Prices are published in raw HTML. A self-serve signup entry was observed from the homepage.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":2}},{"key":"steps_to_first_value","audience":"human","score":80,"summary":"A signup page with provider options was reached in 2 steps from the homepage.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":1}},{"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: 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":[],"fixArtifacts":{"locked":true,"count":4,"summaries":[{"id":"comparison_page_brief:compare-linear-vs-competitor","kind":"comparison_page_brief","title":"A comparison page brief","path":"/compare/linear-vs-competitor","effort":{"minutes":180,"role":"owner"},"outcome":{"dimension":"machine_discoverability","external":["A server-rendered comparison page exists for an assistant to cite."]}},{"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."]}},{"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"}]}}