{"slug":"whatagraph-4pbpd3","companyName":"Whatagraph","domain":"whatagraph.com","url":"https://whatagraph.com","headline":"0 human and 6 agent dimensions measured from the pages checked; remaining dimensions are not scored.","compositeScore":40,"humanScore":null,"agentScore":40,"doorGap":null,"humanMeasured":0,"agentMeasured":6,"percentile":null,"humanPercentile":null,"agentPercentile":null,"isPartial":true,"depth":"free","siteClass":"b2b_saas","scannerVersion":48,"scannerRelease":"827acc8","scoringMethodologyVersion":1,"evidenceSchemaVersion":1,"benchmarkEdition":"methodology-1","scannedAt":"2026-09-10T19:04:37.695Z","unlocked":false,"mission":{"steps":[{"url":"https://whatagraph.com","outcome":"ok","purpose":"reach the site at all"},{"url":"https://whatagraph.com/robots.txt","outcome":"ok","purpose":"find out whether machines are welcome"},{"url":"https://whatagraph.com","outcome":"ok","purpose":"ask whether the door opens for requests carrying the AI crawlers' names"},{"url":"https://whatagraph.com/llms.txt","outcome":"ok","purpose":"read the site's own guide for language models"},{"url":"https://whatagraph.com/sitemap.xml","outcome":"ok","purpose":"find out what pages exist"},{"url":"https://whatagraph.com/.well-known/security.txt","outcome":"missing","purpose":"find a contact route for machines"},{"url":"https://whatagraph.com","outcome":"missing","purpose":"find an MCP manifest at the standard paths checked"},{"url":"https://whatagraph.com/.well-known/ai-plugin.json","outcome":"missing","purpose":"find an agent plugin manifest"},{"url":"https://whatagraph.com","outcome":"missing","purpose":"find out whether verified agents are recognised"},{"url":"https://whatagraph.com","outcome":"ok","purpose":"read the homepage as data rather than as a page"},{"url":"https://whatagraph.com/openapi.json","outcome":"ok","purpose":"find a machine readable API spec"},{"url":"https://whatagraph.com","outcome":"ok","purpose":"read the developer documentation"},{"url":"https://whatagraph.com/pricing","outcome":"missing","purpose":"read the prices without running JavaScript"},{"url":"https://whatagraph.com","outcome":"ok","purpose":"find a comparison page worth citing"},{"url":"https://whatagraph.com/book-a-call","outcome":"missing","purpose":"walk the way a visitor would, to a signup form or a product"}],"verdict":"The scanner recorded successful observations for 9 of 15 checks, but could not find a contact route for machines. It came up empty on 5 other checks too."},"observations":[{"url":"https://whatagraph.com/book-a-call","step":1,"detail":"Primary entry is \"Get a demo\", a sales route. 2 steps from the homepage.","moment":"Entry observation","verdict":"observed"}],"dimensions":[{"key":"machine_discoverability","audience":"agent","score":82,"summary":"Robots.txt explicitly names 6 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":35,"summary":"A machine readable API spec is published. The observed entry link leads to a sales page.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":3}},{"key":"pricing_legibility","audience":"agent","score":30,"summary":"2 prices appear only after JavaScript runs. A client that does not render pages sees no price at all.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":2}},{"key":"agent_aware_instrumentation","audience":"agent","score":40,"summary":"No MCP manifest was identified at the discovery paths checked. Robots.txt explicitly names 6 AI crawler tokens; policies differ by token. A machine readable API spec is published.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":4}},{"key":"machine_fetchable_trust","audience":"agent","score":40,"summary":"No security.txt was identified at the checked path. The homepage answers automated requests.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":2}},{"key":"commercial_rails","audience":"agent","score":15,"summary":"The entry point is a sales conversation. The plans are published as Offer structured data.","measurement":{"status":"observed"},"evidence":{"locked":true,"count":2}},{"key":"steps_to_first_value","audience":"human","score":null,"summary":"Not measured: this scan did not reach the page or action needed to verify it.","measurement":{"reason":"not_reached","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: this scan did not reach the page or action needed to verify it.","measurement":{"reason":"not_reached","status":"unmeasured"},"evidence":{"locked":true,"count":0}},{"key":"error_recovery","audience":"human","score":null,"summary":"Not measured: this scan did not reach the page or action needed to verify it.","measurement":{"reason":"not_reached","status":"unmeasured"},"evidence":{"locked":true,"count":0}}],"issues":[{"rank":1,"title":"The checked comparison response contained limited text in its initial HTML.","dimensionKey":"machine_discoverability","evidence":{"locked":true,"count":2},"fix":null},{"rank":2,"title":"No valid security.txt was identified at /.well-known/security.txt.","dimensionKey":"machine_fetchable_trust","evidence":{"locked":true,"count":2},"fix":null}],"fixArtifacts":{"locked":true,"count":4,"summaries":[{"id":"pricing_ssr_fallback:pricing-page","kind":"pricing_ssr_fallback","title":"Prices in the HTML, not only after JavaScript","path":"pricing page","effort":{"minutes":60,"role":"developer"},"outcome":{"dimension":"pricing_legibility","external":["A client that reads raw HTML sees the plans and prices."]}},{"id":"comparison_page_brief:compare-whatagraph-vs-competitor","kind":"comparison_page_brief","title":"A comparison page brief","path":"/compare/whatagraph-vs-competitor","effort":{"minutes":180,"role":"owner"},"outcome":{"dimension":"machine_discoverability","external":["A server-rendered comparison page exists for an assistant to cite."]}},{"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":"security_txt:well-known-security-txt","kind":"security_txt","title":"security.txt","path":"/.well-known/security.txt","effort":{"minutes":10,"role":"owner"},"outcome":{"dimension":"machine_fetchable_trust","external":["Researchers and automated scanners find a disclosure address instead of guessing one."]}}]},"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":"machine_discoverability","checkId":"comparison_pages","key":"issue:machine_discoverability:comparison_pages"},{"type":"issue","dimensionKey":"machine_fetchable_trust","checkId":"security_txt","key":"issue:machine_fetchable_trust:security_txt"}]}}