Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 53 out of 100
- Agent Ease of Use 8 out of 100
- Security & Trust 80 out of 100
- GEO, AIO and AEO 72 out of 100
- SEO 92 out of 100
- Performance and Accessibility 50 out of 100
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 53 | Needs work | 11 | 12 | 1 | View details |
| Discoverability | 83 | Mostly ready | 6 | 3 | 0 | View details |
| Content Readiness | 63 | Needs work | 5 | 5 | 1 | View details |
| Bot Access Control | 0 | Priority fix | 0 | 4 | 0 | View details |
| Agent Ease of Use | 8 | Priority fix | 6 | 24 | 0 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 4 | 0 | View details |
| MCP | 25 | Priority fix | 2 | 6 | 0 | View details |
| Skill Discovery | 0 | Priority fix | 0 | 8 | 0 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 72 | Needs work | 4 | 3 | 12 | View details |
| GEO Readiness | 85 | Mostly ready | 1 | 0 | 4 | |
| AIO Readiness | 68 | Needs work | 2 | 2 | 3 | View details |
| AEO Readiness | 62 | Needs work | 1 | 1 | 5 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| Security & Trust | 80 | Mostly ready | 8 | 1 | 0 | View details |
| Security & Trust | 80 | Mostly ready | 4 | 1 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 50 | Needs work | 19 | 4 | 0 | View details |
| Performance | 27 | Priority fix | 11 | 4 | 0 | View details |
| Accessibility | 94 | Strong | 8 | 0 | 0 |
Prioritized recommendations
Issues ranked by score impact
41 items need attention
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
100 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
Needs attention
Content-Security-Policy
Issue
Content-Security-Policy is missing or incomplete.
Why it matters
Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.
Check name
Content-Security-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Constrain script, style, frame, and resource loading with a Content-Security-Policy header.
Result
Content-Security-Policy is missing or incomplete.
Evidence
{
"header": "content-security-policy",
"value": "frame-ancestors 'self' *.dynatrace.org *.dynatrace.com *.dynatrace.cn"
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
100 Fail
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
Needs attention
Link headers
Issue
No useful agent discovery Link headers were found.
Why it matters
Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.
Check name
Link headers
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Include Link response headers for agent discovery using RFC 8288.
Result
Link headers failed at "Find useful Link headers".
Validation steps
Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.
Evidence
{
"failedStep": "presence",
"steps": [
{
"id": "presence",
"title": "Find useful Link headers",
"status": "fail",
"evidence": {
"links": []
},
"issue": "No useful agent discovery Link headers were found.",
"howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
},
{
"id": "target-validation",
"title": "Fetch same-origin Link header targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin Link header targets were available to fetch."
}
]
},
"issue": "Link headers did not expose any same-origin targets to validate.",
"howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
}
]
}Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
50 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
Needs attention
API Catalog
Issue
The API catalog endpoint did not return HTTP 2xx.
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Fetch API catalog".
Validation steps
Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "fail",
"evidence": {
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The API catalog endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/api-catalog."
},
{
"id": "validate",
"title": "Validate RFC 9727 linkset",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n <meta charset=\"utf-8\">\n <meta name=\"viewport\" content=\"width=device-width,initial-scale=1\">\n <link rel=\"preconnect\" href=\"https://dt-cdn.net\">\n <meta name=\"robots\" content=\"noindex, follow\">\n <script src=\"https://js-cdn.dynatrace.com/jstag/145e12d594f/bf25977vwq/EA7C4B59F27D43EB_complete.js\"\n crossOrigin=\"anonymous\"\n ></script>\n <script>\n !function (e, t, a, n, g) {\n e[n] = e[n] || [], e[n].push({\"gtm.start\": (new Date).getTime(), event: \"gtm.js\"});\n var m = t.getElementsByTagName(a)[0], r = t.createElement(a);\n r.async = !0, r.src = \"https://www.googletagmanager.com/gtm.js?id=GTM-PMFG6MV\", m.parentNode.insertBefore(r, m)\n }(window, document, \"script\", \"dataLayer\")\n </script>\n <title>404 | Dynatrace</title>\n <"
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
Needs attention
OpenAPI discovery
Issue
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery failed at "Find valid OpenAPI document".
Validation steps
Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Find valid OpenAPI document",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n <meta charset=\"utf-8\">\n <meta name=\"viewport\" content=\"width=device-width,initial-scale=1\">\n <link rel=\"preconnect\" href=\"https://dt-cdn.net\">\n <meta name=\"robots\" content=\"noindex, follow\">\n <script src=\"https://js-cdn.dynatrace.com/jstag/145e12d594f/bf25977vwq/EA7C4B59F27D43EB_complete.js\"\n crossOrigin=\"anonymous\"\n ></script>\n <script>\n !function (e, t, a, n, g) {\n e[n] = e[n] || [], e[n].push({\"gtm.start\": (new Date).getTime(), event: \"gtm.js\"});\n var m = t.getElementsByTagName(a)[0], r = t.createElement(a);\n r.async = !0, r.src = \"https://www.googletagmanager.com/gtm.js?id=GTM-PMFG6MV\", m.parentNode.insertBefore(r, m)\n }(window, document, \"script\", \"dataLayer\")\n </script>\n <title>404 | Dynatrace</title>\n <"
},
{
"path": "/openapi.yaml",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n <meta charset=\"utf-8\">\n <meta name=\"viewport\" content=\"width=device-width,initial-scale=1\">\n <link rel=\"preconnect\" href=\"https://dt-cdn.net\">\n <meta name=\"robots\" content=\"noindex, follow\">\n <script src=\"https://js-cdn.dynatrace.com/jstag/145e12d594f/bf25977vwq/EA7C4B59F27D43EB_complete.js\"\n crossOrigin=\"anonymous\"\n ></script>\n <script>\n !function (e, t, a, n, g) {\n e[n] = e[n] || [], e[n].push({\"gtm.start\": (new Date).getTime(), event: \"gtm.js\"});\n var m = t.getElementsByTagName(a)[0], r = t.createElement(a);\n r.async = !0, r.src = \"https://www.googletagmanager.com/gtm.js?id=GTM-PMFG6MV\", m.parentNode.insertBefore(r, m)\n }(window, document, \"script\", \"dataLayer\")\n </script>\n <title>404 | Dynatrace</title>\n <"
},
{
"path": "/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n <meta charset=\"utf-8\">\n <meta name=\"viewport\" content=\"width=device-width,initial-scale=1\">\n <link rel=\"preconnect\" href=\"https://dt-cdn.net\">\n <meta name=\"robots\" content=\"noindex, follow\">\n <script src=\"https://js-cdn.dynatrace.com/jstag/145e12d594f/bf25977vwq/EA7C4B59F27D43EB_complete.js\"\n crossOrigin=\"anonymous\"\n ></script>\n <script>\n !function (e, t, a, n, g) {\n e[n] = e[n] || [], e[n].push({\"gtm.start\": (new Date).getTime(), event: \"gtm.js\"});\n var m = t.getElementsByTagName(a)[0], r = t.createElement(a);\n r.async = !0, r.src = \"https://www.googletagmanager.com/gtm.js?id=GTM-PMFG6MV\", m.parentNode.insertBefore(r, m)\n }(window, document, \"script\", \"dataLayer\")\n </script>\n <title>404 | Dynatrace</title>\n <"
},
{
"path": "/swagger.yaml",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n <meta charset=\"utf-8\">\n <meta name=\"viewport\" content=\"width=device-width,initial-scale=1\">\n <link rel=\"preconnect\" href=\"https://dt-cdn.net\">\n <meta name=\"robots\" content=\"noindex, follow\">\n <script src=\"https://js-cdn.dynatrace.com/jstag/145e12d594f/bf25977vwq/EA7C4B59F27D43EB_complete.js\"\n crossOrigin=\"anonymous\"\n ></script>\n <script>\n !function (e, t, a, n, g) {\n e[n] = e[n] || [], e[n].push({\"gtm.start\": (new Date).getTime(), event: \"gtm.js\"});\n var m = t.getElementsByTagName(a)[0], r = t.createElement(a);\n r.async = !0, r.src = \"https://www.googletagmanager.com/gtm.js?id=GTM-PMFG6MV\", m.parentNode.insertBefore(r, m)\n }(window, document, \"script\", \"dataLayer\")\n </script>\n <title>404 | Dynatrace</title>\n <"
},
{
"path": "/api/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n <meta charset=\"utf-8\">\n <meta name=\"viewport\" content=\"width=device-width,initial-scale=1\">\n <link rel=\"preconnect\" href=\"https://dt-cdn.net\">\n <meta name=\"robots\" content=\"noindex, follow\">\n <script src=\"https://js-cdn.dynatrace.com/jstag/145e12d594f/bf25977vwq/EA7C4B59F27D43EB_complete.js\"\n crossOrigin=\"anonymous\"\n ></script>\n <script>\n !function (e, t, a, n, g) {\n e[n] = e[n] || [], e[n].push({\"gtm.start\": (new Date).getTime(), event: \"gtm.js\"});\n var m = t.getElementsByTagName(a)[0], r = t.createElement(a);\n r.async = !0, r.src = \"https://www.googletagmanager.com/gtm.js?id=GTM-PMFG6MV\", m.parentNode.insertBefore(r, m)\n }(window, document, \"script\", \"dataLayer\")\n </script>\n <title>404 | Dynatrace</title>\n <"
},
{
"path": "/api/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n <meta charset=\"utf-8\">\n <meta name=\"viewport\" content=\"width=device-width,initial-scale=1\">\n <link rel=\"preconnect\" href=\"https://dt-cdn.net\">\n <meta name=\"robots\" content=\"noindex, follow\">\n <script src=\"https://js-cdn.dynatrace.com/jstag/145e12d594f/bf25977vwq/EA7C4B59F27D43EB_complete.js\"\n crossOrigin=\"anonymous\"\n ></script>\n <script>\n !function (e, t, a, n, g) {\n e[n] = e[n] || [], e[n].push({\"gtm.start\": (new Date).getTime(), event: \"gtm.js\"});\n var m = t.getElementsByTagName(a)[0], r = t.createElement(a);\n r.async = !0, r.src = \"https://www.googletagmanager.com/gtm.js?id=GTM-PMFG6MV\", m.parentNode.insertBefore(r, m)\n }(window, document, \"script\", \"dataLayer\")\n </script>\n <title>404 | Dynatrace</title>\n <"
},
{
"path": "/docs/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" data-scroll-behavior=\"smooth\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"image\" href=\"https://dt-cdn.net/images/document-something-missing-light-759cc146d7.svg\"/><link rel=\"stylesheet\" href=\"/static/0.341.0-2026-06-05-721111bdac/docs/_next/static/chunks/14-.km6dhjzg-.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/static/0.341.0-2026-06-05-721111bdac/docs/_next/static/chunks/165dbv~h4wpxf.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/static/0.341.0-2026-06-05-721111bdac/docs/_next/static/chunks/0c89rj35kyqty.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/static/0.341.0-2026-06-05-721111bdac/docs/_next/static/chunks/11plmh59hs5~5.css\" data-precede"
}
]
},
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
}
]
}AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
Needs attention
AI bot rules in robots.txt
Issue
No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.
Why it matters
Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.
Check name
AI bot rules in robots.txt
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.
Result
AI bot rules in robots.txt is missing or incomplete.
Evidence
{
"expectedBots": [
"GPTBot",
"ChatGPT-User",
"ClaudeBot",
"Claude-Web",
"Anthropic-AI",
"Google-Extended",
"PerplexityBot",
"CCBot",
"Applebot-Extended",
"Meta-ExternalAgent",
"Bytespider",
"Amazonbot",
"Cohere-AI"
],
"configuredBots": []
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
Needs attention
Content Signal
Issue
No Content Signal found in robots.txt
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
Needs attention
Markdown negotiation
Issue
Content-Type "text/html" does not indicate Markdown when requested with Accept: text/markdown.
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
Markdown content type
Content-Type "text/html" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "Accept-Encoding, Origin".
Structured Markdown body
Markdown response is missing a heading.
Evidence
{
"failedStep": "content-type",
"steps": [
{
"id": "content-type",
"title": "Markdown content type",
"status": "fail",
"evidence": {
"statusCode": 200,
"contentType": "text/html"
},
"issue": "Content-Type \"text/html\" does not indicate Markdown when requested with Accept: text/markdown.",
"howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
},
{
"id": "vary-accept",
"title": "Vary: Accept header",
"status": "fail",
"evidence": {
"vary": "Accept-Encoding, Origin"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"Accept-Encoding, Origin\".",
"howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
},
{
"id": "markdown-content",
"title": "Structured Markdown body",
"status": "fail",
"evidence": {
"valid": false,
"hasHeading": false,
"wordCount": 14892,
"excerpt": "<!doctype html>\n<html data-n-head-ssr dir=\"ltr\" lang=\"en\" data-n-head=\"%7B%22dir%22:%7B%22ssr%22:%22ltr%22%7D,%22lang%22:%7B%22ssr%22:%22en%22%7D%7D\">\n <head >\n <title>Dynatrace | Observability built for the age of AI</title><meta data-",
"issue": "Markdown response is missing a heading."
},
"issue": "Markdown response is missing a heading.",
"howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
}
]
}Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
33 Fail
Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
Needs attention
MCP Server Card
Issue
MCP Server Card was not found at the expected path.
Why it matters
MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.
Check name
MCP Server Card
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Publish an MCP Server Card for agent discovery.
Result
MCP Server Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
MCP Server Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 2716
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 2716
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 2716
}
]
},
"issue": "MCP Server Card was not found at the expected path.",
"howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
}
]
}Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
33 Fail
Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
Needs attention
mcp.json
Issue
mcp.json was not found at the expected path.
Why it matters
MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.
Check name
mcp.json
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.
Result
mcp.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
mcp.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 2716
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 2716
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 2716
}
]
},
"issue": "mcp.json was not found at the expected path.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
Needs attention
Semantic HTML
Issue
Semantic HTML is incomplete: missing <nav> landmark; missing <footer> landmark; skipped heading levels.
Details
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": true,
"nav": false,
"footer": false,
"meaningfulH1": true,
"headingOrder": false,
"accessibleLinks": true,
"accessibleButtons": true,
"imageAltCoverage": true,
"formAutocompleteCoverage": true,
"details": {
"inaccessibleLinks": [],
"inaccessibleButtons": [],
"missingAutocompleteInputs": [],
"imagesMissingAlt": [],
"skippedHeadingLevels": [
"h1: Observability built for the age of AI",
"h4: Trusted by global leaders to drive growth and innovation",
"h2: Analyze, automate, and innovate with the power of AI",
"h5: AI Observability",
"h5: Application Observability",
"h5: Application Security",
"h5: Business Observability",
"h5: Digital Experience",
"h5: Infrastructure Observability",
"h5: Log Analytics",
"h5: Software Delivery",
"h5: Threat Observability",
"h2: The unified platform for all data, all teams, and all possibilities",
"h2: Leverage deterministic insights to take action in real-time",
"h2: Understand all your data in context",
"h2: Drive productivity and resilience with agentic operations",
"h2: Reduce costs with clear, simple pricing",
"h3: INTEGRATE SEAMLESSLY WITH THE CLOUDS AND TECHNOLOGIES YOU RELY ON",
"h2: The world’s top organizations deliver impact where it counts",
"h2: Our latest research and insights",
"h2: Get started with Dynatrace"
]
},
"counts": {
"h1": 1,
"headings": 21,
"links": 44,
"inaccessibleLinks": 0,
"buttons": 10,
"inaccessibleButtons": 0,
"images": 51,
"imagesWithAlt": 51,
"autocompleteInputs": 0,
"inputsWithAutocomplete": 0,
"missingAutocompleteInputs": 0
}
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
33 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
Needs attention
Web Bot Auth request signing
Issue
Web Bot Auth request signing was not found at the expected path.
Why it matters
Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.
Check name
Web Bot Auth request signing
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.
Result
Web Bot Auth request signing failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Web Bot Auth request signing was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/http-message-signatures-directory",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 2716
}
]
},
"issue": "Web Bot Auth request signing was not found at the expected path.",
"howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
}
]
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
33 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
Needs attention
WebMCP manifest
Issue
WebMCP manifest was not found at the expected path.
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
0/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Fetch to find resource".
Validation steps
Fetch to find resource
WebMCP manifest was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 2716
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 2716
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 2716
}
]
},
"issue": "WebMCP manifest was not found at the expected path.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
Needs attention
A2A Agent Card
Issue
A2A Agent Card was not found at the expected path.
Why it matters
A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.
Check name
A2A Agent Card
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent card so A2A-compatible clients can discover capabilities.
Result
A2A Agent Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
A2A Agent Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 2716
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 2716
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 2716
}
]
},
"issue": "A2A Agent Card was not found at the expected path.",
"howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
Needs attention
Agent Skills index
Issue
Agent Skills index was not found at the expected path.
Why it matters
An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.
Check name
Agent Skills index
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Agent Skills index was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 2716
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 2716
}
]
},
"issue": "Agent Skills index was not found at the expected path.",
"howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
Needs attention
agent.json
Issue
agent.json was not found at the expected path.
Why it matters
agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.
Check name
agent.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.
Result
agent.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agent.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 2716
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 2716
}
]
},
"issue": "agent.json was not found at the expected path.",
"howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
}
]
}Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
Needs attention
agents.json
Issue
agents.json was not found at the expected path.
Why it matters
agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.
Check name
agents.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Informational
Goal
Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.
Result
agents.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agents.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 2716
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 2716
}
]
},
"issue": "agents.json was not found at the expected path.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
8 Warning
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
Needs attention
Content freshness signals
Issue
Content freshness signals are incomplete: missing meta or <time> freshness tags.
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
75/100
Status
warning
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is partially implemented.
Evidence
{
"lastModified": "Mon, 08 Jun 2026 10:04:39 GMT",
"schemaDates": [
"2026-06-02T15:02:00+02:00",
"2026-06-02T15:02:00+02:00",
"2025-05-13T17:28:23.000Z"
],
"metaDateCount": 0,
"timeDateCount": 0
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
6 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
Needs attention
AIO: Source and trust signals
Issue
Missing AIO trust signals: author, publisher, policyLinks.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Source and trust signals
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Source and trust signals scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": true,
"aboutOrContact": true,
"policyLinks": false
},
"missing": [
"author",
"publisher",
"policyLinks"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [
"2026-06-02T15:02:00+02:00",
"2025-05-13T17:28:23.000Z"
],
"visibleDates": [],
"aboutLinks": [
{
"href": "/platform/grail/",
"text": "Learn about Grailâ„¢",
"html": "<a data-dt-name=\"Learn about Grail™\" data-dt-children-name=\"Learn about Grail™\" href=\"/platform/grail/\" hreflang=\"en\" class=\"a-linkit a-button a-button--primary a-button--theme-dark a-button--target-entry\" style=\"--button-underline-width:100%;--button-underline-left:0px;\"> <span class=\"a-button__text\"><span>Learn </span><span>about </span><!----> <span class=\"a-button__last-word\"><span class=\"a-button__last-word-content\">Grail™</span> <span rel=\"lastWordIcon\" class=\"a-but..."
}
],
"contactLinks": [
{
"href": "https://www.dynatrace.com/hub/",
"text": "See all supported technologies",
"html": "<a data-dt-name=\"See all supported technologies\" data-dt-children-name=\"See all supported technologies\" href=\"https://www.dynatrace.com/hub/\" class=\"a-linkit a-button a-button--secondary a-button--theme-light a-button--target-url\" style=\"--button-underline-width:100%;--button-underline-left:0px;align-self:center;\"> <span class=\"a-button__text\"><span>See </span><span>all </span><span>supported </span><!----> <span class=\"a-button__last-word\"><span class=\"a-button__last-word-content\">technologi..."
}
],
"privacyLinks": [],
"score": 40,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 42/100 and needs a fix.
6 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 42/100 and needs a fix.
Needs attention
AIO: Visible structured data match
Issue
7 structured-data value(s) were not found in visible page text.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Visible structured data match
Score
42/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Visible structured data match scored 42/100 and needs a fix.
Evidence
{
"schemaCount": 6,
"checkedFields": [
{
"path": "$[0].headline",
"value": "Observability built for the age of AI"
},
{
"path": "$[0].name",
"value": "Dynatrace"
},
{
"path": "$[1].alternateName",
"value": "NYSE:DT"
},
{
"path": "$[1].description",
"value": "Dynatrace is advancing observability for today’s digital businesses, helping to transform the complexity of modern digital ecosystems into powerful business assets. By leveraging AI-powered insights, Dynatrace enables organizations to analyze, automate, and innovate faster to drive their business forward."
},
{
"path": "$[1].name",
"value": "Dynatrace"
},
{
"path": "$[2].name",
"value": "Dynatrace"
},
{
"path": "$[3].description",
"value": "Breadcrumbs list"
},
{
"path": "$[3].name",
"value": "Breadcrumbs"
},
{
"path": "$[3].itemListElement[0].name",
"value": "__home__"
},
{
"path": "$[4].description",
"value": "Turn challenges into breakthroughs, obstacles into opportunities, and complexity into your greatest asset. \n\nTry the Dynatrace Platform for free at https://dynatr.ac/3G2D2q0 \n\n👉 ✅ Stay connected with us!\nFacebook → https://facebook.com/dynatrace\nInstagram → https://instagram.com/dynatrace\nLinkedIn → https://linkedin.com/company/dynatrace\nX → https://twitter.com/dynatrace\nTwitch → https://twitch.tv/dynatrace"
},
{
"path": "$[4].name",
"value": "Understand your business like never before with Dynatrace"
},
{
"path": "$[5].name",
"value": "Dynatrace"
}
],
"mismatches": [
{
"path": "$[1].alternateName",
"value": "NYSE:DT"
},
{
"path": "$[1].description",
"value": "Dynatrace is advancing observability for today’s digital businesses, helping to transform the complexity of modern digital ecosystems into powerful business assets. By leveraging AI-powered insights, Dynatrace enables organizations to analyze, automate, and innovate faster to drive their business forward."
},
{
"path": "$[3].description",
"value": "Breadcrumbs list"
},
{
"path": "$[3].name",
"value": "Breadcrumbs"
},
{
"path": "$[3].itemListElement[0].name",
"value": "__home__"
},
{
"path": "$[4].description",
"value": "Turn challenges into breakthroughs, obstacles into opportunities, and complexity into your greatest asset. \n\nTry the Dynatrace Platform for free at https://dynatr.ac/3G2D2q0 \n\n👉 ✅ Stay connected with us!\nFacebook → https://facebook.com/dynatrace\nInstagram → https://instagram.com/dynatrace\nLinkedIn → https://linkedin.com/company/dynatrace\nX → https://twitter.com/dynatrace\nTwitch → https://twitch.tv/dynatrace"
},
{
"path": "$[4].name",
"value": "Understand your business like never before with Dynatrace"
}
],
"score": 42,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
5 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Needs attention
AEO: Answer evidence and trust
Issue
Missing AIO trust signals: author, publisher, policyLinks.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer evidence and trust
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": true,
"aboutOrContact": true,
"policyLinks": false
},
"missing": [
"author",
"publisher",
"policyLinks"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [
"2026-06-02T15:02:00+02:00",
"2025-05-13T17:28:23.000Z"
],
"visibleDates": [],
"aboutLinks": [
{
"href": "/platform/grail/",
"text": "Learn about Grailâ„¢",
"html": "<a data-dt-name=\"Learn about Grail™\" data-dt-children-name=\"Learn about Grail™\" href=\"/platform/grail/\" hreflang=\"en\" class=\"a-linkit a-button a-button--primary a-button--theme-dark a-button--target-entry\" style=\"--button-underline-width:100%;--button-underline-left:0px;\"> <span class=\"a-button__text\"><span>Learn </span><span>about </span><!----> <span class=\"a-button__last-word\"><span class=\"a-button__last-word-content\">Grail™</span> <span rel=\"lastWordIcon\" class=\"a-but..."
}
],
"contactLinks": [
{
"href": "https://www.dynatrace.com/hub/",
"text": "See all supported technologies",
"html": "<a data-dt-name=\"See all supported technologies\" data-dt-children-name=\"See all supported technologies\" href=\"https://www.dynatrace.com/hub/\" class=\"a-linkit a-button a-button--secondary a-button--theme-light a-button--target-url\" style=\"--button-underline-width:100%;--button-underline-left:0px;align-self:center;\"> <span class=\"a-button__text\"><span>See </span><span>all </span><span>supported </span><!----> <span class=\"a-button__last-word\"><span class=\"a-button__last-word-content\">technologi..."
}
],
"privacyLinks": [],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
Needs attention
AEO: Answer-first sections
Issue
10 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer-first sections
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer-first sections scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 10,
"passing": 0,
"failing": [
{
"heading": "Analyze, automate, and innovate with the power of AI",
"headingHtml": "<h2 size=\"hero\" class=\"a-headline t-h2 t-bold\">Analyze, automate, and innovate with the power of AI</h2>",
"firstParagraph": "Prevent problems, automate workflows, and deliver better, more secure software faster.",
"paragraphHtml": "<p>Prevent problems, automate workflows, and deliver better, more secure software faster.</p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "The unified platform for all data, all teams, and all possibilities",
"headingHtml": "<h2 class=\"a-headline t-h2 t-bold\">The unified platform for all data, all teams, and all possibilities</h2>",
"firstParagraph": "See what Dynatrace empowers everyone in your enterprise to do.",
"paragraphHtml": "<p>See what Dynatrace empowers everyone in your enterprise to do.</p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "Leverage deterministic insights to take action in real-time",
"headingHtml": "<h2 class=\"a-headline t-h3 t-bold\">Leverage deterministic insights to take action in real-time</h2>",
"firstParagraph": "Foundational agents enable predictions, anomaly detection, and causal root cause to drive reliable agentic action.",
"paragraphHtml": "<p>Foundational agents enable predictions, anomaly detection, and causal root cause to drive reliable agentic action.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Understand all your data in context",
"headingHtml": "<h2 class=\"a-headline t-h3 t-bold\">Understand all your data in context</h2>",
"firstParagraph": "Unify and contextually analyze your data in the the industry’s most powerful data lakehouse.",
"paragraphHtml": "<p>Unify and contextually analyze your data in the the industry’s most powerful data lakehouse.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Drive productivity and resilience with agentic operations",
"headingHtml": "<h2 class=\"a-headline t-h3 t-bold\">Drive productivity and resilience with agentic operations</h2>",
"firstParagraph": "Empower teams to resolve issues faster, reduce security risks, and deliver better code with built-in and 3rd party agents.",
"paragraphHtml": "<p>Empower teams to resolve issues faster, reduce security risks, and deliver better code with built-in and 3rd party agents.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Reduce costs with clear, simple pricing",
"headingHtml": "<h2 class=\"a-headline t-h3 t-bold\">Reduce costs with clear, simple pricing</h2>",
"firstParagraph": "Drive innovation, speed, and agility with a flexible, scalable subscription made for the modern cloud.",
"paragraphHtml": "<p>Drive innovation, speed, and agility with a flexible, scalable subscription made for the modern cloud.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "INTEGRATE SEAMLESSLY WITH THE CLOUDS AND TECHNOLOGIES YOU RELY ON",
"headingHtml": "<h3 class=\"a-headline t-h5 t-bold\">INTEGRATE SEAMLESSLY WITH THE CLOUDS AND TECHNOLOGIES YOU RELY ON</h3>",
"firstParagraph": "See how we’re making this possible with the introduction of Dynatrace Intelligence at Perform 2026.",
"paragraphHtml": "<p>See how we’re making this possible with the introduction of Dynatrace Intelligence at Perform 2026.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "The world’s top organizations deliver impact where it counts",
"headingHtml": "<h2 class=\"a-headline t-h2 t-bold\">The world’s top organizations deliver impact where it counts</h2>",
"firstParagraph": "Meet the customers driving better business outcomes with Dynatrace.",
"paragraphHtml": "<p>Meet the customers driving better business outcomes with Dynatrace.</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Our latest research and insights",
"headingHtml": "<h2 class=\"a-headline t-h2 t-bold\">Our latest research and insights</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Get started with Dynatrace",
"headingHtml": "<h2 class=\"a-headline t-h2 t-bold\">Get started with Dynatrace</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
Needs attention
AEO: Question-led structure
Issue
No question-led h2 sections or FAQ pattern was detected.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Question-led structure
Score
50/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Question-led structure scored 50/100 and needs improvement.
Evidence
{
"h2Count": 9,
"questionH2s": [],
"hasFaq": false,
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 77/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 77/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: dynatrace, built, age.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Entity clarity
Score
77/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Entity clarity scored 77/100 and needs improvement.
Evidence
{
"title": "Dynatrace | Observability built for the age of AI",
"h1": "Observability built for the age of AI",
"description": "Innovate faster, operate more efficiently, and drive better business outcomes with observability, AI, automation, and application security in one platform.",
"topicOverlap": 0.25,
"topicTerms": [
"dynatrace",
"observability",
"built",
"age"
],
"descriptionTerms": [
"innovate",
"faster",
"operate",
"more",
"efficiently",
"drive",
"better",
"business",
"outcomes",
"observability",
"automation",
"application",
"security",
"one",
"platform"
],
"missingFromDescription": [
"dynatrace",
"built",
"age"
],
"score": 77,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
Needs attention
GEO: Explanatory content depth
Issue
No substantial explanatory paragraphs were found.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Explanatory content depth
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Explanatory content depth scored 75/100 and needs improvement.
Evidence
{
"candidatePassages": 1,
"citablePassages": 0,
"failingCandidateParagraphs": [],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
Needs attention
GEO: Extraction-friendly structure
Issue
Missing extraction signals: optional top summary / TL;DR / key takeaways block, table with <thead> only if the page already has tabular/comparative data, ordered list only if the page explains a workflow/process, optional visible FAQ or FAQPage schema.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Extraction-friendly structure
Score
85/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
Evidence
{
"hasSummary": false,
"tableCount": 0,
"tablesWithHead": 0,
"tablesMissingThead": [],
"orderedLists": 0,
"hasFaq": false,
"definitionPatterns": 3,
"schemaBlocks": 6,
"missingSignals": [
"optional top summary / TL;DR / key takeaways block",
"table with <thead> only if the page already has tabular/comparative data",
"ordered list only if the page explains a workflow/process",
"optional visible FAQ or FAQPage schema"
],
"score": 85,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
Needs attention
AIO: Answer block readiness
Issue
10 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Answer block readiness
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Answer block readiness scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 10,
"passing": 0,
"failing": [
{
"heading": "Analyze, automate, and innovate with the power of AI",
"headingHtml": "<h2 size=\"hero\" class=\"a-headline t-h2 t-bold\">Analyze, automate, and innovate with the power of AI</h2>",
"firstParagraph": "Prevent problems, automate workflows, and deliver better, more secure software faster.",
"paragraphHtml": "<p>Prevent problems, automate workflows, and deliver better, more secure software faster.</p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "The unified platform for all data, all teams, and all possibilities",
"headingHtml": "<h2 class=\"a-headline t-h2 t-bold\">The unified platform for all data, all teams, and all possibilities</h2>",
"firstParagraph": "See what Dynatrace empowers everyone in your enterprise to do.",
"paragraphHtml": "<p>See what Dynatrace empowers everyone in your enterprise to do.</p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "Leverage deterministic insights to take action in real-time",
"headingHtml": "<h2 class=\"a-headline t-h3 t-bold\">Leverage deterministic insights to take action in real-time</h2>",
"firstParagraph": "Foundational agents enable predictions, anomaly detection, and causal root cause to drive reliable agentic action.",
"paragraphHtml": "<p>Foundational agents enable predictions, anomaly detection, and causal root cause to drive reliable agentic action.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Understand all your data in context",
"headingHtml": "<h2 class=\"a-headline t-h3 t-bold\">Understand all your data in context</h2>",
"firstParagraph": "Unify and contextually analyze your data in the the industry’s most powerful data lakehouse.",
"paragraphHtml": "<p>Unify and contextually analyze your data in the the industry’s most powerful data lakehouse.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Drive productivity and resilience with agentic operations",
"headingHtml": "<h2 class=\"a-headline t-h3 t-bold\">Drive productivity and resilience with agentic operations</h2>",
"firstParagraph": "Empower teams to resolve issues faster, reduce security risks, and deliver better code with built-in and 3rd party agents.",
"paragraphHtml": "<p>Empower teams to resolve issues faster, reduce security risks, and deliver better code with built-in and 3rd party agents.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Reduce costs with clear, simple pricing",
"headingHtml": "<h2 class=\"a-headline t-h3 t-bold\">Reduce costs with clear, simple pricing</h2>",
"firstParagraph": "Drive innovation, speed, and agility with a flexible, scalable subscription made for the modern cloud.",
"paragraphHtml": "<p>Drive innovation, speed, and agility with a flexible, scalable subscription made for the modern cloud.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "INTEGRATE SEAMLESSLY WITH THE CLOUDS AND TECHNOLOGIES YOU RELY ON",
"headingHtml": "<h3 class=\"a-headline t-h5 t-bold\">INTEGRATE SEAMLESSLY WITH THE CLOUDS AND TECHNOLOGIES YOU RELY ON</h3>",
"firstParagraph": "See how we’re making this possible with the introduction of Dynatrace Intelligence at Perform 2026.",
"paragraphHtml": "<p>See how we’re making this possible with the introduction of Dynatrace Intelligence at Perform 2026.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "The world’s top organizations deliver impact where it counts",
"headingHtml": "<h2 class=\"a-headline t-h2 t-bold\">The world’s top organizations deliver impact where it counts</h2>",
"firstParagraph": "Meet the customers driving better business outcomes with Dynatrace.",
"paragraphHtml": "<p>Meet the customers driving better business outcomes with Dynatrace.</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Our latest research and insights",
"headingHtml": "<h2 class=\"a-headline t-h2 t-bold\">Our latest research and insights</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Get started with Dynatrace",
"headingHtml": "<h2 class=\"a-headline t-h2 t-bold\">Get started with Dynatrace</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 81/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 81/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: dynatrace, built, age.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Entity and definition clarity
Score
81/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Entity and definition clarity scored 81/100 and needs improvement.
Evidence
{
"title": "Dynatrace | Observability built for the age of AI",
"h1": "Observability built for the age of AI",
"description": "Innovate faster, operate more efficiently, and drive better business outcomes with observability, AI, automation, and application security in one platform.",
"topicOverlap": 0.25,
"definitionCount": 3,
"topicTerms": [
"dynatrace",
"observability",
"built",
"age"
],
"descriptionTerms": [
"innovate",
"faster",
"operate",
"more",
"efficiently",
"drive",
"better",
"business",
"outcomes",
"observability",
"automation",
"application",
"security",
"one",
"platform"
],
"missingFromDescription": [
"dynatrace",
"built",
"age"
],
"score": 81,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
Needs attention
AIO: Page experience for AIO
Issue
12 image(s) are missing width/height attributes.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
80/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Page experience for AIO scored 80/100 and needs improvement.
Evidence
{
"viewportContent": "width=device-width, initial-scale=1",
"visibleWords": 693,
"htmlBytes": 148535,
"imagesMissingDimensions": [
{
"src": "https://cdn.hub.central.dynatrace.com/hub/alicloud.png",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img class=\"a-image\" loading=\"lazy\" alt=\"Alibaba Cloud\" src=\"https://cdn.hub.central.dynatrace.com/hub/alicloud.png\">"
},
{
"src": "https://dt-cdn.net/hub/anthropic-icon-logo-png_seeklogo-515014-icon.png",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img class=\"a-image\" loading=\"lazy\" alt=\"Anthropic\" src=\"https://dt-cdn.net/hub/anthropic-icon-logo-png_seeklogo-515014-icon.png\">"
},
{
"src": "https://dt-cdn.net/hub/logos/oracle-http-server.png",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img class=\"a-image\" loading=\"lazy\" alt=\"Oracle HTTP Server\" src=\"https://dt-cdn.net/hub/logos/oracle-http-server.png\">"
},
{
"src": "https://dt-cdn.net/hub/azure-logo-icon.png",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img class=\"a-image\" loading=\"lazy\" alt=\"Microsoft Azure\" src=\"https://dt-cdn.net/hub/azure-logo-icon.png\">"
},
{
"src": "https://dt-cdn.net/hub/logos/google-cloud-apis.png",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img class=\"a-image\" loading=\"lazy\" alt=\"Google Cloud APIs\" src=\"https://dt-cdn.net/hub/logos/google-cloud-apis.png\">"
},
{
"src": "https://dt-cdn.net/hub/logos/aws.png",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img class=\"a-image\" loading=\"lazy\" alt=\"AWS\" src=\"https://dt-cdn.net/hub/logos/aws.png\">"
},
{
"src": "https://dt-cdn.net/hub/logos/kubernetes-monitoring-statistics.png",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img class=\"a-image\" loading=\"lazy\" alt=\"Kubernetes Monitoring Statistics\" src=\"https://dt-cdn.net/hub/logos/kubernetes-monitoring-statistics.png\">"
},
{
"src": "https://dt-cdn.net/hub/logos/red-hat-enterprise-linux.png",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img class=\"a-image\" loading=\"lazy\" alt=\"Red Hat Enterprise Linux\" src=\"https://dt-cdn.net/hub/logos/red-hat-enterprise-linux.png\">"
},
{
"src": "https://dt-cdn.net/hub/logos/opentelemetry.png",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img class=\"a-image\" loading=\"lazy\" alt=\"OpenTelemetry\" src=\"https://dt-cdn.net/hub/logos/opentelemetry.png\">"
},
{
"src": "https://cdn.hub.central.dynatrace.com/hub/github-mark-icon_ytTQfaE.png",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img class=\"a-image\" loading=\"lazy\" alt=\"GitHub Advanced Security\" src=\"https://cdn.hub.central.dynatrace.com/hub/github-mark-icon_ytTQfaE.png\">"
},
{
"src": "https://dt-cdn.net/hub/logos/prometheus-1.png",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img class=\"a-image\" loading=\"lazy\" alt=\"Prometheus\" src=\"https://dt-cdn.net/hub/logos/prometheus-1.png\">"
},
{
"src": "https://dt-cdn.net/hub/logos/docker.png",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img class=\"a-image\" loading=\"lazy\" alt=\"Docker\" src=\"https://dt-cdn.net/hub/logos/docker.png\">"
}
],
"possibleDialogs": [],
"score": 80,
"weight": 10
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
Needs attention
AEO: Answer intent coverage
Issue
Missing likely AI Overview intent sections: what, how, benefits, compare.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "Analyze, automate, and innovate with the power of AI",
"html": "<h2 size=\"hero\" class=\"a-headline t-h2 t-bold\">Analyze, automate, and innovate with the power of AI</h2>"
},
{
"text": "The unified platform for all data, all teams, and all possibilities",
"html": "<h2 class=\"a-headline t-h2 t-bold\">The unified platform for all data, all teams, and all possibilities</h2>"
},
{
"text": "Leverage deterministic insights to take action in real-time",
"html": "<h2 class=\"a-headline t-h3 t-bold\">Leverage deterministic insights to take action in real-time</h2>"
},
{
"text": "Understand all your data in context",
"html": "<h2 class=\"a-headline t-h3 t-bold\">Understand all your data in context</h2>"
},
{
"text": "Drive productivity and resilience with agentic operations",
"html": "<h2 class=\"a-headline t-h3 t-bold\">Drive productivity and resilience with agentic operations</h2>"
},
{
"text": "Reduce costs with clear, simple pricing",
"html": "<h2 class=\"a-headline t-h3 t-bold\">Reduce costs with clear, simple pricing</h2>"
},
{
"text": "The world’s top organizations deliver impact where it counts",
"html": "<h2 class=\"a-headline t-h2 t-bold\">The world’s top organizations deliver impact where it counts</h2>"
},
{
"text": "Our latest research and insights",
"html": "<h2 class=\"a-headline t-h2 t-bold\">Our latest research and insights</h2>"
},
{
"text": "Get started with Dynatrace",
"html": "<h2 class=\"a-headline t-h2 t-bold\">Get started with Dynatrace</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Dynatrace?",
"pattern": {}
},
{
"id": "how",
"label": "How does Dynatrace work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Dynatrace?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Dynatrace free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Dynatrace compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Dynatrace?",
"pattern": {}
},
{
"id": "how",
"label": "How does Dynatrace work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Dynatrace?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Dynatrace compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Informational
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Needs attention
AI context endpoint
Issue
AI context endpoint is informational for this page.
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
100/100
Status
informational
Category
API
Maturity
Emerging recommendation
Goal
Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.
Result
AI context endpoint is informational for this page.
Validation steps
Fetch to find resource
AI context endpoint was not found at the expected path.
Evidence
{
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/ai/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 2716
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 2716
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 2716
}
]
},
"issue": "AI context endpoint was not found at the expected path.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Needs attention
AIO: Query intent coverage
Issue
Missing likely AI Overview intent sections: what, how, benefits, compare.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [
{
"text": "Analyze, automate, and innovate with the power of AI",
"html": "<h2 size=\"hero\" class=\"a-headline t-h2 t-bold\">Analyze, automate, and innovate with the power of AI</h2>"
},
{
"text": "The unified platform for all data, all teams, and all possibilities",
"html": "<h2 class=\"a-headline t-h2 t-bold\">The unified platform for all data, all teams, and all possibilities</h2>"
},
{
"text": "Leverage deterministic insights to take action in real-time",
"html": "<h2 class=\"a-headline t-h3 t-bold\">Leverage deterministic insights to take action in real-time</h2>"
},
{
"text": "Understand all your data in context",
"html": "<h2 class=\"a-headline t-h3 t-bold\">Understand all your data in context</h2>"
},
{
"text": "Drive productivity and resilience with agentic operations",
"html": "<h2 class=\"a-headline t-h3 t-bold\">Drive productivity and resilience with agentic operations</h2>"
},
{
"text": "Reduce costs with clear, simple pricing",
"html": "<h2 class=\"a-headline t-h3 t-bold\">Reduce costs with clear, simple pricing</h2>"
},
{
"text": "The world’s top organizations deliver impact where it counts",
"html": "<h2 class=\"a-headline t-h2 t-bold\">The world’s top organizations deliver impact where it counts</h2>"
},
{
"text": "Our latest research and insights",
"html": "<h2 class=\"a-headline t-h2 t-bold\">Our latest research and insights</h2>"
},
{
"text": "Get started with Dynatrace",
"html": "<h2 class=\"a-headline t-h2 t-bold\">Get started with Dynatrace</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Dynatrace?",
"pattern": {}
},
{
"id": "how",
"label": "How does Dynatrace work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Dynatrace?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Dynatrace free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Dynatrace compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Dynatrace?",
"pattern": {}
},
{
"id": "how",
"label": "How does Dynatrace work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Dynatrace?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Dynatrace compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Q&A and FAQ opportunities
GEO: Q&A and FAQ opportunities is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Q&A and FAQ opportunities
GEO: Q&A and FAQ opportunities is informational for this page.
Needs attention
GEO: Q&A and FAQ opportunities
Issue
9 h2 heading(s) are not phrased as questions; this is optional and only useful where Q&A wording is natural. No visible FAQ or FAQPage schema was detected; this is optional unless the page answers common questions.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Q&A and FAQ opportunities
Score
75/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Q&A and FAQ opportunities is informational for this page.
Evidence
{
"h2Count": 9,
"questionH2s": 0,
"hasFaq": false,
"nonQuestionH2s": [
{
"index": 1,
"text": "Analyze, automate, and innovate with the power of AI",
"isQuestion": false,
"html": "<h2 size=\"hero\" class=\"a-headline t-h2 t-bold\">Analyze, automate, and innovate with the power of AI</h2>"
},
{
"index": 2,
"text": "The unified platform for all data, all teams, and all possibilities",
"isQuestion": false,
"html": "<h2 class=\"a-headline t-h2 t-bold\">The unified platform for all data, all teams, and all possibilities</h2>"
},
{
"index": 3,
"text": "Leverage deterministic insights to take action in real-time",
"isQuestion": false,
"html": "<h2 class=\"a-headline t-h3 t-bold\">Leverage deterministic insights to take action in real-time</h2>"
},
{
"index": 4,
"text": "Understand all your data in context",
"isQuestion": false,
"html": "<h2 class=\"a-headline t-h3 t-bold\">Understand all your data in context</h2>"
},
{
"index": 5,
"text": "Drive productivity and resilience with agentic operations",
"isQuestion": false,
"html": "<h2 class=\"a-headline t-h3 t-bold\">Drive productivity and resilience with agentic operations</h2>"
},
{
"index": 6,
"text": "Reduce costs with clear, simple pricing",
"isQuestion": false,
"html": "<h2 class=\"a-headline t-h3 t-bold\">Reduce costs with clear, simple pricing</h2>"
},
{
"index": 7,
"text": "The world’s top organizations deliver impact where it counts",
"isQuestion": false,
"html": "<h2 class=\"a-headline t-h2 t-bold\">The world’s top organizations deliver impact where it counts</h2>"
},
{
"index": 8,
"text": "Our latest research and insights",
"isQuestion": false,
"html": "<h2 class=\"a-headline t-h2 t-bold\">Our latest research and insights</h2>"
},
{
"index": 9,
"text": "Get started with Dynatrace",
"isQuestion": false,
"html": "<h2 class=\"a-headline t-h2 t-bold\">Get started with Dynatrace</h2>"
}
],
"score": 75,
"weight": 4
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Needs attention
IndexNow key
Issue
IndexNow key is informational for this page.
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Needs attention
OAuth / OIDC discovery
Issue
OAuth / OIDC discovery was not found at the expected path.
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/openid-configuration",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 2716
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 2716
}
]
},
"issue": "OAuth / OIDC discovery was not found at the expected path.",
"howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 3,
"signals": [
{
"source": "visible-text",
"weight": 3,
"match": "register"
}
]
},
"resourceFetchSucceeded": false
}Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Needs attention
OAuth Protected Resource
Issue
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Why it matters
Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.
Check name
OAuth Protected Resource
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.
Result
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Validation steps
Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource JSON."
},
{
"id": "metadata",
"title": "Validate protected resource metadata",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n <meta charset=\"utf-8\">\n <meta name=\"viewport\" content=\"width=device-width,initial-scale=1\">\n <link rel=\"preconnect\" href=\"https://dt-cdn.net\">\n <meta name=\"robots\" content=\"noindex, follow\">\n <script src=\"https://js-cdn.dynatrace.com/jstag/145e12d594f/bf25977vwq/EA7C4B59F27D43EB_complete.js\"\n crossOrigin=\"anonymous\"\n ></script>\n <script>\n !function (e, t, a, n, g) {\n e[n] = e[n] || [], e[n].push({\"gtm.start\": (new Date).getTime(), event: \"gtm.js\"});\n var m = t.getElementsByTagName(a)[0], r = t.createElement(a);\n r.async = !0, r.src = \"https://www.googletagmanager.com/gtm.js?id=GTM-PMFG6MV\", m.parentNode.insertBefore(r, m)\n }(window, document, \"script\", \"dataLayer\")\n </script>\n <title>404 | Dynatrace</title>\n <"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish resource and authorization_servers as absolute URLs."
},
{
"id": "resource-identity",
"title": "Validate protected resource identity",
"status": "fail",
"evidence": {
"expectedResource": "https://www.dynatrace.com"
},
"issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
"howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
},
{
"id": "protected-route-challenge",
"title": "Probe protected API Bearer challenge",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/admin/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.dynatrace.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.dynatrace.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.dynatrace.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
}
]
},
"issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
"howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 3,
"signals": [
{
"source": "visible-text",
"weight": 3,
"match": "register"
}
]
},
"resourceFetchSucceeded": false
}Performance and AccessibilityBest PracticesBrowser audit
Issues were logged in the `Issues` panel in Chrome Devtools
100 Fail
Performance and AccessibilityBest PracticesBrowser audit
Issues were logged in the `Issues` panel in Chrome Devtools
Check name
Issues were logged in the `Issues` panel in Chrome Devtools
Score
0/100
Status
fail
Device
desktop
Category
Best Practices
Fix guidance
Issues logged to the `Issues` panel in Chrome Devtools indicate unresolved problems. They can come from network request failures, insufficient security controls, and other browser concerns. Open up the Issues panel in Chrome DevTools for more details on each issue.
Evidence
{
"description": "Issues logged to the `Issues` panel in Chrome Devtools indicate unresolved problems. They can come from network request failures, insufficient security controls, and other browser concerns. Open up the Issues panel in Chrome DevTools for more details on each issue."
}SEOSEOBrowser audit
Links do not have descriptive text
100 Fail
SEOSEOBrowser audit
Links do not have descriptive text
Check name
Links do not have descriptive text
Score
0/100
Status
fail
Device
desktop
Category
SEO
Estimated savings
14 links found
Fix guidance
Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/).
Evidence
{
"displayValue": "14 links found",
"description": "Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/)."
}Performance and AccessibilityPerformanceBrowser audit
LCP request discovery
25 Fail
Performance and AccessibilityPerformanceBrowser audit
LCP request discovery
Check name
LCP request discovery
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
[Optimize LCP](https://developer.chrome.com/docs/performance/insights/lcp-discovery) by making the LCP image discoverable from the HTML immediately, and avoiding lazy-loading
References
https://web.dev/learn/performance/Evidence
{
"description": "[Optimize LCP](https://developer.chrome.com/docs/performance/insights/lcp-discovery) by making the LCP image discoverable from the HTML immediately, and avoiding lazy-loading"
}Performance and AccessibilityPerformanceBrowser audit
Legacy JavaScript
25 Fail
Performance and AccessibilityPerformanceBrowser audit
Legacy JavaScript
Check name
Legacy JavaScript
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 153Â KiB
Fix guidance
Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 153Â KiB",
"description": "Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)"
}Performance and AccessibilityPerformanceBrowser audit
Links do not have a discernible name
25 Fail
Performance and AccessibilityPerformanceBrowser audit
Links do not have a discernible name
Check name
Links do not have a discernible name
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name).
References
https://web.dev/learn/performance/Evidence
{
"description": "Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name)."
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
17 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
31/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Review the grouped loading performance checks and improve the failing sub-checks listed in evidence.
References
https://web.dev/learn/performance/Evidence
{
"checks": [
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 26,
"displayValue": "340Â ms",
"numericValue": 342
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 4,
"displayValue": "9.8Â s",
"numericValue": 9763.154827024448
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 3,
"displayValue": "3.5Â s",
"numericValue": 3482.5015141561726
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 10Â ms",
"numericValue": 8
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "30Â ms",
"numericValue": 31.509675
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 1,
"displayValue": "7.3Â s",
"numericValue": 7293.1328717986
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 4,
"displayValue": "1,050Â ms",
"numericValue": 1054.9999999999982
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 7,
"displayValue": "4.3Â s",
"numericValue": 4302.915444020406
}
]
}Fix with MCP or CLI
Use this report as the handoff into remediation. Generate a coding-agent prompt with the failing checks attached, or jump to the MCP and CLI setup docs before your next rescan.
Score history
Public scan score over time
Public reports for this website origin. Select any point or report link to open that canonical report.
| Scan date | Score | Readiness | Report |
|---|---|---|---|
| 51/100 | Level 3, Bot-Aware | Current report |