{"slug":"mongodb-d4hwcp","companyName":"MongoDB","domain":"mongodb.com","url":"https://mongodb.com","headline":"2 human and 5 agent dimensions measured from the pages checked; remaining dimensions are not scored.","compositeScore":69,"humanScore":77,"agentScore":60,"doorGap":17,"humanMeasured":2,"agentMeasured":5,"percentile":null,"humanPercentile":null,"agentPercentile":null,"isPartial":true,"depth":"deep","siteClass":"b2b_saas","scannerVersion":29,"scannedAt":"2026-09-09T19:18:17.397Z","unlocked":false,"mission":{"steps":[{"url":"https://www.mongodb.com","outcome":"ok","purpose":"reach the site at all"},{"url":"https://www.mongodb.com/robots.txt","outcome":"ok","purpose":"find out whether machines are welcome"},{"url":"https://www.mongodb.com","outcome":"ok","purpose":"ask whether the door opens for requests carrying the AI crawlers' names"},{"url":"https://www.mongodb.com/llms.txt","outcome":"ok","purpose":"read the site's own guide for language models"},{"url":"https://www.mongodb.com/sitemap-index.xml","outcome":"ok","purpose":"find out what pages exist"},{"url":"https://www.mongodb.com","outcome":"missing","purpose":"find a published agent interface"},{"url":"https://www.mongodb.com/.well-known/ai-plugin.json","outcome":"missing","purpose":"find an agent plugin manifest"},{"url":"https://www.mongodb.com","outcome":"missing","purpose":"find out whether verified agents are recognised"},{"url":"https://www.mongodb.com","outcome":"ok","purpose":"read the homepage as data rather than as a page"},{"url":"https://www.mongodb.com","outcome":"missing","purpose":"find a machine readable API spec"},{"url":"https://www.mongodb.com","outcome":"missing","purpose":"read the developer documentation"},{"url":"https://www.mongodb.com/pricing","outcome":"ok","purpose":"read the prices without running JavaScript"},{"url":"https://www.mongodb.com","outcome":"ok","purpose":"find a comparison page worth citing"},{"url":"https://www.mongodb.com/cloud/atlas/register","outcome":"ok","purpose":"walk the way a visitor would, to a signup form or a product"},{"url":"https://www.mongodb.com/docs/atlas/configure-api-access/","outcome":"ok","purpose":"read this page during the extended scan"}],"verdict":"The scanner recorded successful observations for 10 of 15 checks, but could not find a published agent interface. It came up empty on 4 other checks too. 1 checks could not be measured; see the report limitations."},"observations":[{"url":"https://www.mongodb.com/","step":1,"detail":"Our browser observed 1 forms containing 0 visible input fields, with 0 marked required. No form was submitted.","moment":"Page observation","verdict":"smooth","screenshot":0},{"url":"https://www.mongodb.com/pricing","step":2,"detail":"Our browser observed 1 forms containing 0 visible input fields, with 0 marked required. No form was submitted.","moment":"Page observation","verdict":"smooth"},{"url":"https://www.mongodb.com/cloud/atlas/register","step":3,"detail":"Our browser observed 1 forms containing 6 visible input fields, with 4 marked required. No form was submitted.","moment":"Page observation","verdict":"smooth"}],"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":20,"summary":"No API interface was identified through the discovery paths and homepage links checked.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":3}},{"key":"pricing_legibility","audience":"agent","score":93,"summary":"218 prices are readable without JavaScript, with no tier sent to sales. the plans are published as Offer structured data too.","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. pricing.md publishes prices in a form an agent can read directly.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":4}},{"key":"machine_fetchable_trust","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":"commercial_rails","audience":"agent","score":70,"summary":"Prices are published in raw HTML. a self-serve signup entry was observed from the homepage. pricing.md is machine readable. 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":73,"summary":"4 of 6 fields on the observed form are marked required. 1 sign-in providers are displayed.","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":[{"rank":1,"title":"No OpenAPI specification was identified at the 6 standard paths checked.","dimensionKey":"programmatic_onboarding","evidence":{"locked":true,"count":3},"fix":null}],"fixArtifacts":{"locked":true,"count":3,"summaries":[{"id":"robots_search_bots:robots-txt","kind":"robots_search_bots","title":"robots.txt rules for AI crawlers","path":"/robots.txt","effort":{"minutes":10,"role":"owner"},"outcome":{"dimension":"machine_discoverability","external":["The named policy tokens are permitted by the proposed rules; successful fetching and citation remain separate checks."]}},{"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":"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"},{"type":"issue","dimensionKey":"programmatic_onboarding","checkId":"openapi","key":"issue:programmatic_onboarding:openapi"}]}}