{"slug":"chameleon-9b6q6y","companyName":"Chameleon","domain":"chameleon.io","url":"https://chameleon.io","headline":"A product guidance platform with published pricing but no API documentation or agent integration points.","compositeScore":49,"humanScore":0,"agentScore":49,"doorGap":0,"humanMeasured":0,"agentMeasured":6,"percentile":null,"humanPercentile":null,"agentPercentile":null,"isPartial":true,"depth":"free","siteClass":"unknown","scannerVersion":12,"scannedAt":"2026-09-08T14:00:11.667Z","unlocked":false,"mission":{"steps":[{"url":"https://chameleon.io","outcome":"ok","purpose":"reach the site at all"},{"url":"https://chameleon.io/robots.txt","outcome":"ok","purpose":"find out whether machines are welcome"},{"url":"https://chameleon.io","outcome":"ok","purpose":"ask whether the door opens for requests carrying the AI crawlers' names"},{"url":"https://chameleon.io/llms.txt","outcome":"missing","purpose":"read the site's own guide for language models"},{"url":"https://www.chameleon.io/sitemap.xml","outcome":"ok","purpose":"find out what pages exist"},{"url":"https://chameleon.io/.well-known/security.txt","outcome":"missing","purpose":"find a contact route for machines"},{"url":"https://chameleon.io","outcome":"missing","purpose":"find a published agent interface"},{"url":"https://chameleon.io/.well-known/ai-plugin.json","outcome":"missing","purpose":"find an agent plugin manifest"},{"url":"https://chameleon.io","outcome":"missing","purpose":"find out whether verified agents are recognised"},{"url":"https://chameleon.io","outcome":"ok","purpose":"read the homepage as data rather than as a page"},{"url":"https://chameleon.io","outcome":"missing","purpose":"find a machine readable API spec"},{"url":"https://chameleon.io","outcome":"missing","purpose":"read the developer documentation"},{"url":"https://www.chameleon.io/plans","outcome":"ok","purpose":"read the prices without running JavaScript"},{"url":"https://chameleon.io","outcome":"ok","purpose":"find a comparison page worth citing"}],"verdict":"The agent got through 7 of 14 requests, but could not read the site's own guide for language models. It came up empty on 6 other checks too. That is enough missing for a machine to give up before it reaches a purchase."},"observations":null,"dimensions":[{"key":"machine_discoverability","audience":"agent","score":100,"summary":"No AI crawler is blocked by robots.txt, a real browser is served the page normally, and key pages render without JavaScript. The sitemap lists 967 URLs and comparison pages are server-rendered and readable.","evidence":{"locked":true,"count":4}},{"key":"programmatic_onboarding","audience":"agent","score":10,"summary":"No API documentation is linked from the homepage or discoverable in raw HTML. No OpenAPI spec exists at any of the 6 standard paths checked. An agent cannot find a way to integrate with or access the product programmatically.","evidence":{"locked":true,"count":2}},{"key":"pricing_legibility","audience":"agent","score":93,"summary":"15 prices are readable without JavaScript on the pricing page at /plans, with no tier gated behind a sales contact. Prices range from $3 to $3,000 and are published as Offer structured data.","evidence":{"locked":true,"count":1}},{"key":"agent_aware_instrumentation","audience":"agent","score":8,"summary":"No MCP manifest is published at either standard path checked (/.well-known/mcp.json or /.well-known/mcp). An agent cannot discover or use any machine control protocol integration.","evidence":{"locked":true,"count":4}},{"key":"machine_fetchable_trust","audience":"agent","score":40,"summary":"No security.txt file is published at /.well-known/security.txt. The homepage responds to automated requests with HTTP 200 and serves content normally, but no trust signals or security contact information are machine-readable.","evidence":{"locked":true,"count":2}},{"key":"commercial_rails","audience":"agent","score":40,"summary":"Prices are published in raw HTML, the plans are published as Offer structured data.","evidence":{"locked":true,"count":1}},{"key":"steps_to_first_value","audience":"human","score":null,"summary":"Could not verify: this scan did not reach the pages that would show it.","evidence":{"locked":true,"count":0}},{"key":"required_fields","audience":"human","score":null,"summary":"Could not verify: this scan did not reach the pages that would show it.","evidence":{"locked":true,"count":0}},{"key":"verification_walls","audience":"human","score":null,"summary":"Could not verify: this scan did not reach the pages that would show it.","evidence":{"locked":true,"count":0}},{"key":"error_recovery","audience":"human","score":null,"summary":"Could not verify: this scan did not reach the pages that would show it.","evidence":{"locked":true,"count":0}}],"issues":[{"rank":1,"title":"No security.txt file is published, leaving no machine-readable security contact or vulnerability disclosure path.","dimensionKey":"machine_fetchable_trust","evidence":{"locked":true,"count":3},"fix":null},{"rank":2,"title":"No API documentation is published or linked, blocking programmatic access to the product.","dimensionKey":"programmatic_onboarding","evidence":{"locked":true,"count":3},"fix":null},{"rank":3,"title":"No MCP manifest is published, preventing agents from discovering or using machine control protocol integration.","dimensionKey":"agent_aware_instrumentation","evidence":{"locked":true,"count":3},"fix":null}],"fixArtifacts":{"locked":true,"count":5,"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 assistants' search crawlers read and cite the site to buyers; training stays the owner's decision."]}},{"id":"organization_jsonld:homepage","kind":"organization_jsonld","title":"Organization structured data","path":"homepage","effort":{"minutes":15,"role":"developer"},"outcome":{"dimension":"machine_discoverability","external":["Search and assistant crawlers read the company entity from the homepage rather than inferring it."]}},{"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":["Agents read the price list directly instead of rendering the pricing page."]}},{"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_fetchable_trust","checkId":"security_txt","key":"issue:machine_fetchable_trust:security_txt"},{"type":"issue","dimensionKey":"programmatic_onboarding","checkId":null,"key":"issue:programmatic_onboarding:-"},{"type":"issue","dimensionKey":"agent_aware_instrumentation","checkId":null,"key":"issue:agent_aware_instrumentation:-"}]}}