{"slug":"chameleon-2j2h7w","companyName":"Chameleon","domain":"chameleon.io","url":"https://chameleon.io","headline":"A product guidance platform with published pricing but no programmatic onboarding path for agents or self-serve API access.","compositeScore":34,"humanScore":0,"agentScore":34,"doorGap":0,"humanMeasured":0,"agentMeasured":4,"percentile":null,"humanPercentile":null,"agentPercentile":null,"isPartial":true,"depth":"free","siteClass":"b2b_saas","scannerVersion":15,"scannedAt":"2026-09-08T19:24:03.622Z","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"}],"verdict":"The agent got through 5 of 10 requests, but could not read the site's own guide for language models. It came up empty on 4 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":77,"summary":"Robots.txt allows all major AI crawlers including GPT, Claude, Gemini and Perplexity. A real browser is served the page normally. Sitemap lists 967 URLs and SoftwareApplication structured data is present.","evidence":{"locked":true,"count":4}},{"key":"programmatic_onboarding","audience":"agent","score":null,"summary":"Could not verify: this scan did not reach the pages that would show it.","evidence":{"locked":true,"count":0}},{"key":"pricing_legibility","audience":"agent","score":null,"summary":"Could not verify: this scan did not reach the pages that would show it.","evidence":{"locked":true,"count":0}},{"key":"agent_aware_instrumentation","audience":"agent","score":8,"summary":"No MCP manifest found at any of the 3 standard paths checked. No signals that the site publishes machine-readable instructions for agents to understand product capabilities, limits, or integration requirements.","evidence":{"locked":true,"count":4}},{"key":"machine_fetchable_trust","audience":"agent","score":40,"summary":"No security.txt file at /.well-known/security.txt. The homepage responds to automated requests with HTTP 200, but no published security contact, vulnerability disclosure policy, or trust signals are machine-readable.","evidence":{"locked":true,"count":2}},{"key":"commercial_rails","audience":"agent","score":10,"summary":"No API key endpoint, no self-serve credential issuance, and no documented path to obtain programmatic access without a sales conversation. The site publishes pricing but provides no mechanism for an agent to convert that pricing into a.","evidence":{"locked":true,"count":0}},{"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 MCP manifest was found at the 3 standard paths checked, so an agent has no published machine door to this site.","dimensionKey":"agent_aware_instrumentation","evidence":{"locked":true,"count":2},"fix":null},{"rank":2,"title":"No security.txt or vulnerability disclosure policy is published for security researchers and automated trust verification.","dimensionKey":"machine_fetchable_trust","evidence":{"locked":true,"count":3},"fix":null},{"rank":3,"title":"No llms.txt is published at the site root, so assistants get no curated map of what matters here.","dimensionKey":"machine_discoverability","evidence":{"locked":true,"count":1},"fix":null}],"fixArtifacts":{"locked":true,"count":4,"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":"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":["Search and assistant crawlers read the company entity from the homepage rather than inferring it."]}},{"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":"agent_aware_instrumentation","checkId":"mcp_manifest","key":"issue:agent_aware_instrumentation:mcp_manifest"},{"type":"issue","dimensionKey":"machine_fetchable_trust","checkId":"security_txt","key":"issue:machine_fetchable_trust:security_txt"},{"type":"issue","dimensionKey":"machine_discoverability","checkId":"llms_txt","key":"issue:machine_discoverability:llms_txt"}]}}