{"slug":"livestorm-drkh4q","companyName":"Livestorm","domain":"livestorm.co","url":"https://livestorm.co","headline":"2 human and 5 agent dimensions measured from the pages checked; remaining dimensions are not scored.","compositeScore":77,"humanScore":83,"agentScore":71,"doorGap":12,"humanMeasured":2,"agentMeasured":5,"percentile":null,"humanPercentile":null,"agentPercentile":null,"isPartial":false,"depth":"free","siteClass":"b2b_saas","scannerVersion":48,"scannerRelease":"827acc8","scoringMethodologyVersion":1,"evidenceSchemaVersion":1,"benchmarkEdition":"methodology-1","scannedAt":"2026-09-10T19:04:50.702Z","unlocked":false,"mission":{"steps":[{"url":"https://livestorm.co","outcome":"ok","purpose":"reach the site at all"},{"url":"https://livestorm.co/robots.txt","outcome":"ok","purpose":"find out whether machines are welcome"},{"url":"https://livestorm.co","outcome":"ok","purpose":"ask whether the door opens for requests carrying the AI crawlers' names"},{"url":"https://livestorm.co/llms.txt","outcome":"ok","purpose":"read the site's own guide for language models"},{"url":"https://livestorm.co/6b0d1c558c93b0e25f36d2f8bf8211a847f599ea2287c626d85fd9975e6c79f9.xml","outcome":"ok","purpose":"find out what pages exist"},{"url":"https://livestorm.co/.well-known/security.txt","outcome":"ok","purpose":"find a contact route for machines"},{"url":"https://livestorm.co","outcome":"missing","purpose":"find an MCP manifest at the standard paths checked"},{"url":"https://livestorm.co/.well-known/ai-plugin.json","outcome":"missing","purpose":"find an agent plugin manifest"},{"url":"https://livestorm.co","outcome":"missing","purpose":"find out whether verified agents are recognised"},{"url":"https://livestorm.co","outcome":"ok","purpose":"read the homepage as data rather than as a page"},{"url":"https://livestorm.co","outcome":"missing","purpose":"find a machine readable API spec"},{"url":"https://livestorm.co/pricing","outcome":"ok","purpose":"read the prices without running JavaScript"},{"url":"https://livestorm.co","outcome":"ok","purpose":"find a comparison page worth citing"},{"url":"https://app.livestorm.co/#/signup","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 14 checks, but could not find an MCP manifest at the standard paths checked. It came up empty on 3 other checks too. 1 check could not be measured; see the report limitations."},"observations":[{"url":"https://app.livestorm.co/","step":1,"detail":"Primary entry is \"Try it for free\". 2 steps from the homepage. 2 fields, 2 marked required in the visible form. 0 of 2 visible entry-form inputs carry validation attributes; submission was not tested.","moment":"Entry observation","verdict":"observed"}],"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":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":"pricing_legibility","audience":"agent","score":93,"summary":"1 prices are readable without JavaScript. An enterprise tier routes to sales, which is standard practice and not counted against the score. The plans are published as Offer structured data too.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":2}},{"key":"agent_aware_instrumentation","audience":"agent","score":8,"summary":"No MCP manifest was identified at the discovery paths checked.","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":70,"summary":"Prices are published in raw HTML. A self-serve signup entry was observed from the homepage. The plans are published as Offer structured data.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":2}},{"key":"steps_to_first_value","audience":"human","score":80,"summary":"A signup form was reached in 2 steps from the homepage.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":1}},{"key":"required_fields","audience":"human","score":85,"summary":"2 of 2 fields on the observed form are marked required.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":1}},{"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":3,"summaries":[{"id":"bot_wall_guidance:notes","kind":"bot_wall_guidance","title":"Let verified assistants through","path":"notes","effort":{"minutes":60,"role":"developer"},"outcome":{"dimension":"machine_discoverability","external":["The owner can investigate the recorded endpoint refusal and verify a specific response change."]}},{"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."]}}]},"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"}]}}