Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 38 out of 100
- Agent Ease of Use 10 out of 100
- Security & Trust 80 out of 100
- GEO, AIO and AEO 78 out of 100
- SEO 92 out of 100
- Performance and Accessibility 94 out of 100
What AI sees of your website
Jamf Apple Device Management. Mac iPad iPhone TV Apple MDM
We help organizations succeed with Apple providing ability to manage Apple devices, connect users to resources and protect your business from cyber threats.
Next step
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 38 | Priority fix | 7 | 15 | 1 | View details |
| Discoverability | 67 | Needs work | 5 | 4 | 0 | View details |
| Content Readiness | 38 | Priority fix | 2 | 7 | 1 | View details |
| Bot Access Control | 0 | Priority fix | 0 | 4 | 0 | View details |
| Agent Ease of Use | 10 | Priority fix | 6 | 29 | 1 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 7 | 0 | View details |
| MCP | 25 | Priority fix | 2 | 6 | 0 | View details |
| Skill Discovery | 5 | Priority fix | 0 | 10 | 1 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 78 | Mostly ready | 8 | 2 | 10 | View details |
| GEO Readiness | 86 | Mostly ready | 3 | 0 | 3 | |
| AIO Readiness | 78 | Mostly ready | 3 | 1 | 3 | View details |
| AEO Readiness | 71 | Needs work | 2 | 1 | 4 | 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 | 94 | Strong | 20 | 5 | 1 | View details |
| Performance | 92 | Strong | 14 | 5 | 1 | View details |
| Accessibility | 97 | Strong | 6 | 0 | 0 |
Prioritized recommendations
Issues ranked by score impact
42 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": null
}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> <html class=\"page-en mod-no-js fonts-stage-1 fonts-stage-2\" lang=\"en\" data-http-status-code=\"404\" > <head data-config=\"{"buildVersion":"20260609141413","enable6Sense":true,"featureFlags":["animate","edit","experiments","nav_preview","v","zi_dev","zi_enabled"],"googleTagManagerContainerId":"GTM-MS7Q67","isSearch":false,"isCacheDisabled":false,"marketoIdentifyUrl":"https:\\/\\/www.jamf.com\\/?ACT=106","marketoFormPostUrl":"https:\\/\\/www.jamf.com\\/?ACT=107","isAdminSessionUrl":"https:\\/\\/www.jamf.com\\/?ACT=138","optimizeAssets":true,"pathLabel":"&qu"
},
"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."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
50 Fail
AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
Needs attention
High-value schema types
Issue
No high-value schema types (e.g. Article, Product, Service) were found.
Why it matters
High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.
Check name
High-value schema types
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Use schema types that describe the page's primary content or offering.
Result
High-value schema types is missing or incomplete.
Evidence
{
"found": [],
"expected": [
"Article",
"BlogPosting",
"NewsArticle",
"Product",
"SoftwareApplication",
"FAQPage",
"LocalBusiness",
"VideoObject",
"HowTo",
"Event",
"Course",
"Review",
"Service"
],
"allTypes": [
"Organization",
"WebPage",
"WebSite"
]
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
50 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": [
{
"url": "https://hello.myfonts.net",
"rel": "dns-prefetch"
},
{
"url": "https://media.jamf.com",
"rel": "dns-prefetch"
},
{
"url": "/css/main.css?v=20260609141413",
"rel": "preload"
},
{
"url": "/js/jamf-critical.min.js?v=20260609141413",
"rel": "preload"
},
{
"url": "https://media.jamf.com/type/inter-regular.woff2",
"rel": "preload",
"type": "font/woff2"
},
{
"url": "https://media.jamf.com/type/inter-bold.woff2",
"rel": "preload",
"type": "font/woff2"
}
]
},
"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
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> <html class=\"page-en mod-no-js fonts-stage-1 fonts-stage-2\" lang=\"en\" data-http-status-code=\"404\" > <head data-config=\"{"buildVersion":"20260609141413","enable6Sense":true,"featureFlags":["animate","edit","experiments","nav_preview","v","zi_dev","zi_enabled"],"googleTagManagerContainerId":"GTM-MS7Q67","isSearch":false,"isCacheDisabled":false,"marketoIdentifyUrl":"https:\\/\\/www.jamf.com\\/?ACT=106","marketoFormPostUrl":"https:\\/\\/www.jamf.com\\/?ACT=107","isAdminSessionUrl":"https:\\/\\/www.jamf.com\\/?ACT=138","optimizeAssets":true,"pathLabel":"&qu"
},
{
"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> <html class=\"page-en mod-no-js fonts-stage-1 fonts-stage-2\" lang=\"en\" data-http-status-code=\"404\" > <head data-config=\"{"buildVersion":"20260609141413","enable6Sense":true,"featureFlags":["animate","edit","experiments","nav_preview","v","zi_dev","zi_enabled"],"googleTagManagerContainerId":"GTM-MS7Q67","isSearch":false,"isCacheDisabled":false,"marketoIdentifyUrl":"https:\\/\\/www.jamf.com\\/?ACT=106","marketoFormPostUrl":"https:\\/\\/www.jamf.com\\/?ACT=107","isAdminSessionUrl":"https:\\/\\/www.jamf.com\\/?ACT=138","optimizeAssets":true,"pathLabel":"&qu"
},
{
"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> <html class=\"page-en mod-no-js fonts-stage-1 fonts-stage-2\" lang=\"en\" data-http-status-code=\"404\" > <head data-config=\"{"buildVersion":"20260609141413","enable6Sense":true,"featureFlags":["animate","edit","experiments","nav_preview","v","zi_dev","zi_enabled"],"googleTagManagerContainerId":"GTM-MS7Q67","isSearch":false,"isCacheDisabled":false,"marketoIdentifyUrl":"https:\\/\\/www.jamf.com\\/?ACT=106","marketoFormPostUrl":"https:\\/\\/www.jamf.com\\/?ACT=107","isAdminSessionUrl":"https:\\/\\/www.jamf.com\\/?ACT=138","optimizeAssets":true,"pathLabel":"&qu"
},
{
"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> <html class=\"page-en mod-no-js fonts-stage-1 fonts-stage-2\" lang=\"en\" data-http-status-code=\"404\" > <head data-config=\"{"buildVersion":"20260609141413","enable6Sense":true,"featureFlags":["animate","edit","experiments","nav_preview","v","zi_dev","zi_enabled"],"googleTagManagerContainerId":"GTM-MS7Q67","isSearch":false,"isCacheDisabled":false,"marketoIdentifyUrl":"https:\\/\\/www.jamf.com\\/?ACT=106","marketoFormPostUrl":"https:\\/\\/www.jamf.com\\/?ACT=107","isAdminSessionUrl":"https:\\/\\/www.jamf.com\\/?ACT=138","optimizeAssets":true,"pathLabel":"&qu"
},
{
"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> <html class=\"page-en mod-no-js fonts-stage-1 fonts-stage-2\" lang=\"en\" data-http-status-code=\"404\" > <head data-config=\"{"buildVersion":"20260609141413","enable6Sense":true,"featureFlags":["animate","edit","experiments","nav_preview","v","zi_dev","zi_enabled"],"googleTagManagerContainerId":"GTM-MS7Q67","isSearch":false,"isCacheDisabled":false,"marketoIdentifyUrl":"https:\\/\\/www.jamf.com\\/?ACT=106","marketoFormPostUrl":"https:\\/\\/www.jamf.com\\/?ACT=107","isAdminSessionUrl":"https:\\/\\/www.jamf.com\\/?ACT=138","optimizeAssets":true,"pathLabel":"&qu"
},
{
"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> <html class=\"page-en mod-no-js fonts-stage-1 fonts-stage-2\" lang=\"en\" data-http-status-code=\"404\" > <head data-config=\"{"buildVersion":"20260609141413","enable6Sense":true,"featureFlags":["animate","edit","experiments","nav_preview","v","zi_dev","zi_enabled"],"googleTagManagerContainerId":"GTM-MS7Q67","isSearch":false,"isCacheDisabled":false,"marketoIdentifyUrl":"https:\\/\\/www.jamf.com\\/?ACT=106","marketoFormPostUrl":"https:\\/\\/www.jamf.com\\/?ACT=107","isAdminSessionUrl":"https:\\/\\/www.jamf.com\\/?ACT=138","optimizeAssets":true,"pathLabel":"&qu"
},
{
"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 class=\"page-en mod-no-js fonts-stage-1 fonts-stage-2\" lang=\"en\" data-http-status-code=\"404\" > <head data-config=\"{"buildVersion":"20260609141413","enable6Sense":true,"featureFlags":["animate","edit","experiments","nav_preview","v","zi_dev","zi_enabled"],"googleTagManagerContainerId":"GTM-MS7Q67","isSearch":false,"isCacheDisabled":false,"marketoIdentifyUrl":"https:\\/\\/www.jamf.com\\/?ACT=106","marketoFormPostUrl":"https:\\/\\/www.jamf.com\\/?ACT=107","isAdminSessionUrl":"https:\\/\\/www.jamf.com\\/?ACT=138","optimizeAssets":true,"pathLabel":"&qu"
}
]
},
"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
}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": 127924
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 127924
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 127924
}
]
},
"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": 127924
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 127924
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 127924
}
]
},
"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 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": 127924
}
]
},
"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": 127924
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 127924
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 127924
}
]
},
"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."
}
]
}AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
25 Fail
AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
Needs attention
llms.txt
Issue
llms.txt was not found at the expected path.
Why it matters
llms.txt gives language-model clients a concise, curated summary of important site context and links before they crawl broadly.
Check name
llms.txt
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Emerging recommendation
Goal
Publish llms.txt to summarize agent-readable site guidance.
Result
llms.txt failed at "Fetch to find resource".
Validation steps
Fetch to find resource
llms.txt was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/llms.txt",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 127924
},
{
"path": "/llms-full.txt",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 127924
}
]
},
"issue": "llms.txt was not found at the expected path.",
"howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
Needs attention
Markdown negotiation
Issue
Content-Type "text/html; charset=UTF-8" 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; charset=UTF-8" 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".
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; charset=UTF-8"
},
"issue": "Content-Type \"text/html; charset=UTF-8\" 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"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"Accept-Encoding\".",
"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": 20324,
"excerpt": "<!doctype html> <html class=\"page-en mod-no-js fonts-stage-1 fonts-stage-2\" lang=\"en\" data-http-status-code=\"200\" > <head data-config=\"{"buildVersion":"20260609141413","enable6Sense":true,"featureFlags&quo",
"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."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
Needs attention
Semantic HTML
Issue
Semantic HTML is incomplete: missing <main> landmark.
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": false,
"nav": true,
"footer": true,
"meaningfulH1": true,
"headingOrder": true,
"accessibleLinks": true,
"accessibleButtons": true,
"imageAltCoverage": true,
"formAutocompleteCoverage": true,
"details": {
"inaccessibleLinks": [],
"inaccessibleButtons": [],
"missingAutocompleteInputs": [],
"imagesMissingAlt": [
"<img src=\"https://d21y75miwcfqoq.cloudfront.net/a26e7c0f\" referrerpolicy=\"no-referrer-when-downgrade\" style=\"position: absolute;\">"
],
"skippedHeadingLevels": []
},
"counts": {
"h1": 1,
"headings": 32,
"links": 177,
"inaccessibleLinks": 0,
"buttons": 8,
"inaccessibleButtons": 0,
"images": 12,
"imagesWithAlt": 11,
"autocompleteInputs": 0,
"inputsWithAutocomplete": 0,
"missingAutocompleteInputs": 0
}
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
20 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": 127924
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 127924
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 127924
}
]
},
"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".
20 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": 127924
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 127924
}
]
},
"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".
20 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": 127924
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 127924
}
]
},
"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".
20 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": 127924
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 127924
}
]
},
"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.
19 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 dateModified/datePublished in JSON-LD; 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
25/100
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": "Wed, 10 Jun 2026 00:59:22 GMT",
"schemaDates": [],
"metaDateCount": 0,
"timeDateCount": 0
}Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
15 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Needs attention
DNS-AID Agent Discovery
Issue
No DNS-AID entrypoint records were found under _agents.
Why it matters
DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.
Check name
DNS-AID Agent Discovery
Score
25/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.
Result
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Validation steps
Resolve DNS-AID SVCB/HTTPS records
No DNS-AID entrypoint records were found under _agents.
Validate alpn and endpoint parameters
Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.
Check DNSSEC material
DNSSEC material was not visible for the hostname or parent zone from this resolver.
Evidence
{
"failedStep": "svcb-https-records",
"steps": [
{
"id": "svcb-https-records",
"title": "Resolve DNS-AID SVCB/HTTPS records",
"status": "fail",
"evidence": {
"hostname": "www.jamf.com",
"probes": [
{
"name": "_index._agents.www.jamf.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.www.jamf.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
}
]
},
"issue": "No DNS-AID entrypoint records were found under _agents.",
"howToFix": "Publish ServiceMode SVCB/HTTPS records such as _index._agents.example.com or _a2a._agents.example.com."
},
{
"id": "service-params",
"title": "Validate alpn and endpoint parameters",
"status": "informational",
"evidence": {
"discovered": []
},
"howToFix": "Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint."
},
{
"id": "dnssec",
"title": "Check DNSSEC material",
"status": "warning",
"evidence": {
"hasDnssecMaterial": false,
"checked": [
{
"name": "www.jamf.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
},
{
"name": "jamf.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
}
]
},
"issue": "DNSSEC material was not visible for the hostname or parent zone from this resolver.",
"howToFix": "Sign the public discovery zone with DNSSEC so validating resolvers can return authenticated data."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
9 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, freshnessDate.
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": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://www.jamf.com/resources/product-documentation/",
"text": "Product Documentation Learn more about our products and what they can do for your organization.",
"html": "<a href=\"https://www.jamf.com/resources/product-documentation/\"> Product Documentation <span class=\"text-subtext\"> Learn more about our products and what they can do for your organization. </span> </a>"
},
{
"href": "/about/",
"text": "Learn about Jamf",
"html": "<a href=\"/about/\">Learn about Jamf</a>"
},
{
"href": "https://www.jamf.com/about/",
"text": "About",
"html": "<a href=\"https://www.jamf.com/about/\"> About </a>"
},
{
"href": "https://www.jamf.com/about/leadership/",
"text": "Leadership",
"html": "<a href=\"https://www.jamf.com/about/leadership/\"> Leadership </a>"
},
{
"href": "https://www.jamf.com/about/news/",
"text": "News",
"html": "<a href=\"https://www.jamf.com/about/news/\"> News </a>"
},
{
"href": "https://www.jamf.com/about/press-releases/",
"text": "Press Releases",
"html": "<a href=\"https://www.jamf.com/about/press-releases/\"> Press Releases </a>"
},
{
"href": "https://www.jamf.com/about/careers/",
"text": "Careers",
"html": "<a href=\"https://www.jamf.com/about/careers/\"> Careers </a>"
},
{
"href": "https://www.jamf.com/about/media-kit/",
"text": "Media Kit",
"html": "<a href=\"https://www.jamf.com/about/media-kit/\"> Media Kit </a>"
},
{
"href": "https://www.jamf.com/about/jamf-ventures/",
"text": "Jamf Ventures",
"html": "<a href=\"https://www.jamf.com/about/jamf-ventures/\"> Jamf Ventures </a>"
},
{
"href": "https://www.linkedin.com/company/jamf-software/",
"text": "LinkedIn",
"html": "<a href=\"https://www.linkedin.com/company/jamf-software/\" class=\"jamf-button social-button ghost with-icon-only small\"> <svg role=\"presentation\" aria-hidden=\"true\"> <use href=\"#icon__linkedin\"/> </svg> <span class=\"sr-only\">LinkedIn</span> </a>"
}
],
"contactLinks": [
{
"href": "/contact/",
"text": "Contact",
"html": "<a href=\"/contact/\" class=\"jamf-button secondary\" id=\"contact-mobile\"> <span> Contact </span> </a>"
},
{
"href": "/contact/",
"text": "Contact",
"html": "<a href=\"/contact/\" class=\"navigation__cta navigation__cta-link\" id=\"contact-global\" style=\"display: none;\"> <span> Contact </span> </a>"
},
{
"href": "https://www.jamf.com/support/",
"text": "Learn more",
"html": "<a href=\"https://www.jamf.com/support/\"> Learn more </a>"
},
{
"href": "https://www.jamf.com/contact/",
"text": "Contact Us",
"html": "<a href=\"https://www.jamf.com/contact/\" class=\"animated--element secondary jamf-dotcom-button \"> Contact Us </a>"
},
{
"href": "https://www.jamf.com/support/",
"text": "Jamf Support",
"html": "<a href=\"https://www.jamf.com/support/\"> Jamf Support </a>"
},
{
"href": "https://www.jamf.com/support/premium/",
"text": "Premium Support",
"html": "<a href=\"https://www.jamf.com/support/premium/\"> Premium Support </a>"
},
{
"href": "https://www.jamf.com/support/jamf-technical-support-desk/",
"text": "Technical Support Desk",
"html": "<a href=\"https://www.jamf.com/support/jamf-technical-support-desk/\"> Technical Support Desk </a>"
},
{
"href": "https://www.jamf.com/contact/",
"text": "Contact",
"html": "<a href=\"https://www.jamf.com/contact/\"> Contact </a>"
}
],
"privacyLinks": [
{
"href": "/trust-center/privacy/",
"text": "Privacy",
"html": "<a href=\"/trust-center/privacy/\">Privacy</a>"
},
{
"href": "/terms-of-use/",
"text": "Terms of Use",
"html": "<a href=\"/terms-of-use/\">Terms of Use</a>"
}
],
"score": 40,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
6 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, freshnessDate.
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": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://www.jamf.com/resources/product-documentation/",
"text": "Product Documentation Learn more about our products and what they can do for your organization.",
"html": "<a href=\"https://www.jamf.com/resources/product-documentation/\"> Product Documentation <span class=\"text-subtext\"> Learn more about our products and what they can do for your organization. </span> </a>"
},
{
"href": "/about/",
"text": "Learn about Jamf",
"html": "<a href=\"/about/\">Learn about Jamf</a>"
},
{
"href": "https://www.jamf.com/about/",
"text": "About",
"html": "<a href=\"https://www.jamf.com/about/\"> About </a>"
},
{
"href": "https://www.jamf.com/about/leadership/",
"text": "Leadership",
"html": "<a href=\"https://www.jamf.com/about/leadership/\"> Leadership </a>"
},
{
"href": "https://www.jamf.com/about/news/",
"text": "News",
"html": "<a href=\"https://www.jamf.com/about/news/\"> News </a>"
},
{
"href": "https://www.jamf.com/about/press-releases/",
"text": "Press Releases",
"html": "<a href=\"https://www.jamf.com/about/press-releases/\"> Press Releases </a>"
},
{
"href": "https://www.jamf.com/about/careers/",
"text": "Careers",
"html": "<a href=\"https://www.jamf.com/about/careers/\"> Careers </a>"
},
{
"href": "https://www.jamf.com/about/media-kit/",
"text": "Media Kit",
"html": "<a href=\"https://www.jamf.com/about/media-kit/\"> Media Kit </a>"
},
{
"href": "https://www.jamf.com/about/jamf-ventures/",
"text": "Jamf Ventures",
"html": "<a href=\"https://www.jamf.com/about/jamf-ventures/\"> Jamf Ventures </a>"
},
{
"href": "https://www.linkedin.com/company/jamf-software/",
"text": "LinkedIn",
"html": "<a href=\"https://www.linkedin.com/company/jamf-software/\" class=\"jamf-button social-button ghost with-icon-only small\"> <svg role=\"presentation\" aria-hidden=\"true\"> <use href=\"#icon__linkedin\"/> </svg> <span class=\"sr-only\">LinkedIn</span> </a>"
}
],
"contactLinks": [
{
"href": "/contact/",
"text": "Contact",
"html": "<a href=\"/contact/\" class=\"jamf-button secondary\" id=\"contact-mobile\"> <span> Contact </span> </a>"
},
{
"href": "/contact/",
"text": "Contact",
"html": "<a href=\"/contact/\" class=\"navigation__cta navigation__cta-link\" id=\"contact-global\" style=\"display: none;\"> <span> Contact </span> </a>"
},
{
"href": "https://www.jamf.com/support/",
"text": "Learn more",
"html": "<a href=\"https://www.jamf.com/support/\"> Learn more </a>"
},
{
"href": "https://www.jamf.com/contact/",
"text": "Contact Us",
"html": "<a href=\"https://www.jamf.com/contact/\" class=\"animated--element secondary jamf-dotcom-button \"> Contact Us </a>"
},
{
"href": "https://www.jamf.com/support/",
"text": "Jamf Support",
"html": "<a href=\"https://www.jamf.com/support/\"> Jamf Support </a>"
},
{
"href": "https://www.jamf.com/support/premium/",
"text": "Premium Support",
"html": "<a href=\"https://www.jamf.com/support/premium/\"> Premium Support </a>"
},
{
"href": "https://www.jamf.com/support/jamf-technical-support-desk/",
"text": "Technical Support Desk",
"html": "<a href=\"https://www.jamf.com/support/jamf-technical-support-desk/\"> Technical Support Desk </a>"
},
{
"href": "https://www.jamf.com/contact/",
"text": "Contact",
"html": "<a href=\"https://www.jamf.com/contact/\"> Contact </a>"
}
],
"privacyLinks": [
{
"href": "/trust-center/privacy/",
"text": "Privacy",
"html": "<a href=\"/trust-center/privacy/\">Privacy</a>"
},
{
"href": "/terms-of-use/",
"text": "Terms of Use",
"html": "<a href=\"/terms-of-use/\">Terms of Use</a>"
}
],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 73/100 and needs improvement.
6 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 73/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: jamf, device, management, mac, ipad, iphone, mdm, amplify, enterprise.
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
73/100
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 73/100 and needs improvement.
Evidence
{
"title": "Jamf Apple Device Management. Mac iPad iPhone TV Apple MDM",
"h1": "Amplify Apple in the enterprise.",
"description": "We help organizations succeed with Apple providing ability to manage Apple devices, connect users to resources and protect your business from cyber threats.",
"topicOverlap": 0.1,
"topicTerms": [
"jamf",
"apple",
"device",
"management",
"mac",
"ipad",
"iphone",
"mdm",
"amplify",
"enterprise"
],
"descriptionTerms": [
"help",
"organizations",
"succeed",
"apple",
"providing",
"ability",
"manage",
"devices",
"connect",
"users",
"resources",
"protect",
"business",
"cyber",
"threats"
],
"missingFromDescription": [
"jamf",
"device",
"management",
"mac",
"ipad",
"iphone",
"mdm",
"amplify",
"enterprise"
],
"score": 73,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
5 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
30 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": 31,
"passing": 1,
"failing": [
{
"heading": "We help organizations succeed with Apple at scale.",
"headingHtml": "<h2 class> We help organizations <em class=\"accent accent--teal\">succeed with Apple</em> at scale. </h2>",
"firstParagraph": "Whether you have a handful of Mac, iPhone, iPad, Apple Watch, Vision Pro or Apple TV devices—or tens of thousands—Jamf delivers enterprise Apple management and security designed for today’s workplace.",
"paragraphHtml": "<p>Whether you have a handful of Mac, iPhone, iPad, Apple Watch, Vision Pro or Apple TV devices—or tens of thousands—Jamf delivers enterprise Apple management and security designed for today’s workplace.</p>",
"words": 33,
"direct": false,
"issue": "First paragraph is 33 words and does not look like a concise direct answer."
},
{
"heading": "Apple device management and security for all your devices.",
"headingHtml": "<h2 class=\"animated--element\"> <em class=\"accent accent--mint\">Apple device management</em> and security for all your devices. </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Jamf for Mobile",
"headingHtml": "<h3 class> Jamf for Mobile </h3>",
"firstParagraph": "Transform employee productivity with a mobile-first solution that secures devices and data with an exceptional user experience.",
"paragraphHtml": "<p>Transform employee productivity with a mobile-first solution that secures devices and data with an exceptional user experience.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Jamf for K-12",
"headingHtml": "<h3 class> Jamf for K-12 </h3>",
"firstParagraph": "Support student success and empower learning with purpose-built Apple device management and security for schools.",
"paragraphHtml": "<p>Support student success and empower learning with purpose-built Apple device management and security for schools.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Jamf for Small Business",
"headingHtml": "<h3 class> Jamf for Small Business </h3>",
"firstParagraph": "Choose the small business solution with big business power to quickly and easily set up, manage and secure your Mac and mobile devices.",
"paragraphHtml": "<p>Choose the small business solution with big business power to quickly and easily set up, manage and secure your Mac and mobile devices.</p>",
"words": 23,
"direct": false,
"issue": "First paragraph is 23 words and does not look like a concise direct answer."
},
{
"heading": "Who uses Jamf?",
"headingHtml": "<h2 class=\"animated--element\"> Who uses <em class=\"accent accent--indigo\">Jamf?</em> </h2>",
"firstParagraph": "Technology companies as ranked by Fortune",
"paragraphHtml": "<p>Technology companies as ranked by Fortune</p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "Security and management. Done better.",
"headingHtml": "<h2><em class=\"accent accent--purple\">Security and management.</em> Done better. </h2>",
"firstParagraph": "Jamf delivers the most complete Apple management and security platform, with unmatched support, the largest Apple IT community, and hundreds of integrations.",
"paragraphHtml": "<p>Jamf delivers the most complete Apple management and security platform, with unmatched support, the largest Apple IT community, and hundreds of integrations.</p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Jamf Marketplace",
"headingHtml": "<h3><strong>Jamf Marketplace</strong></h3>",
"firstParagraph": "Hundreds of integrations and partners to expand your tech stack.",
"paragraphHtml": "<p>Hundreds of integrations and partners to expand your tech stack. </p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "Jamf Nation",
"headingHtml": "<h3><strong>Jamf Nation</strong></h3>",
"firstParagraph": "Created by Jamf. Grew into the largest peer-led community of Apple IT, security and education professionals.",
"paragraphHtml": "<p>Created by Jamf. Grew into the largest peer-led community of Apple IT, security and education professionals.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Jamf Support",
"headingHtml": "<h3><strong>Jamf Support</strong></h3>",
"firstParagraph": "Services and support to learn and implement Jamf best practices.",
"paragraphHtml": "<p>Services and support to learn and implement Jamf best practices. </p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "The most trusted Apple management and security platform.",
"headingHtml": "<h3> The most <em class=\"accent accent--teal\">trusted</em> Apple management and security platform. </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Research and recognition",
"headingHtml": "<h2><em class=\"accent accent--mint\">Research</em> and <em class=\"accent accent--mint\">recognition</em></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Leader in Endpoint Management Tools",
"headingHtml": "<h3><strong>Leader in Endpoint Management Tools</strong></h3>",
"firstParagraph": "Jamf positioned as a Leader in the 2026 Gartner® Magic Quadrant™ for Endpoint Management Tools",
"paragraphHtml": "<p>Jamf positioned as a Leader in the 2026 Gartner® Magic Quadrant™ for Endpoint Management Tools</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Leader in Endpoint Management Software",
"headingHtml": "<h3><strong>Leader in Endpoint Management Software</strong></h3>",
"firstParagraph": "IDC MarketScape has positioned Jamf in the Leaders Category for Worldwide Unified Endpoint Management Software for Apple Devices 2025–2026 Vendor Assessment",
"paragraphHtml": "<p>IDC MarketScape has positioned Jamf in the Leaders Category for Worldwide Unified Endpoint Management Software for Apple Devices 2025–2026 Vendor Assessment</p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Leader in Digital Workspace Platforms",
"headingHtml": "<h3><strong>Leader in Digital Workspace Platforms</strong></h3>",
"firstParagraph": "2024 Omdia Universe on Digital Workspace Management Platforms",
"paragraphHtml": "<p>2024 Omdia Universe on Digital Workspace Management Platforms</p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "Get started with Jamf.",
"headingHtml": "<h2 class=\"animated--element\"> <em class=\"accent accent--indigo\">Get started</em> with Jamf. </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Business",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/business/\"> Business </a> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Education",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/education/\"> Education </a> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Healthcare",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/healthcare/\"> Healthcare </a> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "The Jamf platform",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/solutions/\"> The Jamf platform </a> <span class=\"indicator\"> <svg> <use href=\"#icon__chevronSmall\"/> </svg> </span> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Business pricing",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/pricing/\"> Business pricing </a> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Education pricing",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/pricing/education-pricing/\"> Education pricing </a> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Jamf Support",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/support/\"> Jamf Support </a> <span class=\"indicator\"> <svg> <use href=\"#icon__chevronSmall\"/> </svg> </span> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Professional Services",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/services/\"> Professional Services </a> <span class=\"indicator\"> <svg> <use href=\"#icon__chevronSmall\"/> </svg> </span> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Training",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/training/\"> Training </a> <span class=\"indicator\"> <svg> <use href=\"#icon__chevronSmall\"/> </svg> </span> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Resources",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/resources/\"> Resources </a> <span class=\"indicator\"> <svg> <use href=\"#icon__chevronSmall\"/> </svg> </span> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Partners",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/partners/\"> Partners </a> <span class=\"indicator\"> <svg> <use href=\"#icon__chevronSmall\"/> </svg> </span> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Products",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/products/\"> Products </a> <span class=\"indicator\"> <svg> <use href=\"#icon__chevronSmall\"/> </svg> </span> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Integrations",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/integrations/\"> Integrations </a> <span class=\"indicator\"> <svg> <use href=\"#icon__chevronSmall\"/> </svg> </span> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "About",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/about/\"> About </a> <span class=\"indicator\"> <svg> <use href=\"#icon__chevronSmall\"/> </svg> </span> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
3 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
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
30 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": 31,
"passing": 1,
"failing": [
{
"heading": "We help organizations succeed with Apple at scale.",
"headingHtml": "<h2 class> We help organizations <em class=\"accent accent--teal\">succeed with Apple</em> at scale. </h2>",
"firstParagraph": "Whether you have a handful of Mac, iPhone, iPad, Apple Watch, Vision Pro or Apple TV devices—or tens of thousands—Jamf delivers enterprise Apple management and security designed for today’s workplace.",
"paragraphHtml": "<p>Whether you have a handful of Mac, iPhone, iPad, Apple Watch, Vision Pro or Apple TV devices—or tens of thousands—Jamf delivers enterprise Apple management and security designed for today’s workplace.</p>",
"words": 33,
"direct": false,
"issue": "First paragraph is 33 words and does not look like a concise direct answer."
},
{
"heading": "Apple device management and security for all your devices.",
"headingHtml": "<h2 class=\"animated--element\"> <em class=\"accent accent--mint\">Apple device management</em> and security for all your devices. </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Jamf for Mobile",
"headingHtml": "<h3 class> Jamf for Mobile </h3>",
"firstParagraph": "Transform employee productivity with a mobile-first solution that secures devices and data with an exceptional user experience.",
"paragraphHtml": "<p>Transform employee productivity with a mobile-first solution that secures devices and data with an exceptional user experience.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Jamf for K-12",
"headingHtml": "<h3 class> Jamf for K-12 </h3>",
"firstParagraph": "Support student success and empower learning with purpose-built Apple device management and security for schools.",
"paragraphHtml": "<p>Support student success and empower learning with purpose-built Apple device management and security for schools.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Jamf for Small Business",
"headingHtml": "<h3 class> Jamf for Small Business </h3>",
"firstParagraph": "Choose the small business solution with big business power to quickly and easily set up, manage and secure your Mac and mobile devices.",
"paragraphHtml": "<p>Choose the small business solution with big business power to quickly and easily set up, manage and secure your Mac and mobile devices.</p>",
"words": 23,
"direct": false,
"issue": "First paragraph is 23 words and does not look like a concise direct answer."
},
{
"heading": "Who uses Jamf?",
"headingHtml": "<h2 class=\"animated--element\"> Who uses <em class=\"accent accent--indigo\">Jamf?</em> </h2>",
"firstParagraph": "Technology companies as ranked by Fortune",
"paragraphHtml": "<p>Technology companies as ranked by Fortune</p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "Security and management. Done better.",
"headingHtml": "<h2><em class=\"accent accent--purple\">Security and management.</em> Done better. </h2>",
"firstParagraph": "Jamf delivers the most complete Apple management and security platform, with unmatched support, the largest Apple IT community, and hundreds of integrations.",
"paragraphHtml": "<p>Jamf delivers the most complete Apple management and security platform, with unmatched support, the largest Apple IT community, and hundreds of integrations.</p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Jamf Marketplace",
"headingHtml": "<h3><strong>Jamf Marketplace</strong></h3>",
"firstParagraph": "Hundreds of integrations and partners to expand your tech stack.",
"paragraphHtml": "<p>Hundreds of integrations and partners to expand your tech stack. </p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "Jamf Nation",
"headingHtml": "<h3><strong>Jamf Nation</strong></h3>",
"firstParagraph": "Created by Jamf. Grew into the largest peer-led community of Apple IT, security and education professionals.",
"paragraphHtml": "<p>Created by Jamf. Grew into the largest peer-led community of Apple IT, security and education professionals.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Jamf Support",
"headingHtml": "<h3><strong>Jamf Support</strong></h3>",
"firstParagraph": "Services and support to learn and implement Jamf best practices.",
"paragraphHtml": "<p>Services and support to learn and implement Jamf best practices. </p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "The most trusted Apple management and security platform.",
"headingHtml": "<h3> The most <em class=\"accent accent--teal\">trusted</em> Apple management and security platform. </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Research and recognition",
"headingHtml": "<h2><em class=\"accent accent--mint\">Research</em> and <em class=\"accent accent--mint\">recognition</em></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Leader in Endpoint Management Tools",
"headingHtml": "<h3><strong>Leader in Endpoint Management Tools</strong></h3>",
"firstParagraph": "Jamf positioned as a Leader in the 2026 Gartner® Magic Quadrant™ for Endpoint Management Tools",
"paragraphHtml": "<p>Jamf positioned as a Leader in the 2026 Gartner® Magic Quadrant™ for Endpoint Management Tools</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Leader in Endpoint Management Software",
"headingHtml": "<h3><strong>Leader in Endpoint Management Software</strong></h3>",
"firstParagraph": "IDC MarketScape has positioned Jamf in the Leaders Category for Worldwide Unified Endpoint Management Software for Apple Devices 2025–2026 Vendor Assessment",
"paragraphHtml": "<p>IDC MarketScape has positioned Jamf in the Leaders Category for Worldwide Unified Endpoint Management Software for Apple Devices 2025–2026 Vendor Assessment</p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Leader in Digital Workspace Platforms",
"headingHtml": "<h3><strong>Leader in Digital Workspace Platforms</strong></h3>",
"firstParagraph": "2024 Omdia Universe on Digital Workspace Management Platforms",
"paragraphHtml": "<p>2024 Omdia Universe on Digital Workspace Management Platforms</p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "Get started with Jamf.",
"headingHtml": "<h2 class=\"animated--element\"> <em class=\"accent accent--indigo\">Get started</em> with Jamf. </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Business",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/business/\"> Business </a> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Education",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/education/\"> Education </a> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Healthcare",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/healthcare/\"> Healthcare </a> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "The Jamf platform",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/solutions/\"> The Jamf platform </a> <span class=\"indicator\"> <svg> <use href=\"#icon__chevronSmall\"/> </svg> </span> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Business pricing",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/pricing/\"> Business pricing </a> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Education pricing",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/pricing/education-pricing/\"> Education pricing </a> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Jamf Support",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/support/\"> Jamf Support </a> <span class=\"indicator\"> <svg> <use href=\"#icon__chevronSmall\"/> </svg> </span> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Professional Services",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/services/\"> Professional Services </a> <span class=\"indicator\"> <svg> <use href=\"#icon__chevronSmall\"/> </svg> </span> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Training",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/training/\"> Training </a> <span class=\"indicator\"> <svg> <use href=\"#icon__chevronSmall\"/> </svg> </span> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Resources",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/resources/\"> Resources </a> <span class=\"indicator\"> <svg> <use href=\"#icon__chevronSmall\"/> </svg> </span> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Partners",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/partners/\"> Partners </a> <span class=\"indicator\"> <svg> <use href=\"#icon__chevronSmall\"/> </svg> </span> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Products",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/products/\"> Products </a> <span class=\"indicator\"> <svg> <use href=\"#icon__chevronSmall\"/> </svg> </span> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Integrations",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/integrations/\"> Integrations </a> <span class=\"indicator\"> <svg> <use href=\"#icon__chevronSmall\"/> </svg> </span> </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "About",
"headingHtml": "<h3> <a href=\"https://www.jamf.com/about/\"> About </a> <span class=\"indicator\"> <svg> <use href=\"#icon__chevronSmall\"/> </svg> </span> </h3>",
"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 78/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 78/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: jamf, device, management, mac, ipad, iphone, mdm, amplify, enterprise.
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
78/100
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 78/100 and needs improvement.
Evidence
{
"title": "Jamf Apple Device Management. Mac iPad iPhone TV Apple MDM",
"h1": "Amplify Apple in the enterprise.",
"description": "We help organizations succeed with Apple providing ability to manage Apple devices, connect users to resources and protect your business from cyber threats.",
"topicOverlap": 0.1,
"definitionCount": 2,
"topicTerms": [
"jamf",
"apple",
"device",
"management",
"mac",
"ipad",
"iphone",
"mdm",
"amplify",
"enterprise"
],
"descriptionTerms": [
"help",
"organizations",
"succeed",
"apple",
"providing",
"ability",
"manage",
"devices",
"connect",
"users",
"resources",
"protect",
"business",
"cyber",
"threats"
],
"missingFromDescription": [
"jamf",
"device",
"management",
"mac",
"ipad",
"iphone",
"mdm",
"amplify",
"enterprise"
],
"score": 78,
"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.
2 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
2 image(s) are missing width/height attributes. 21 possible modal/interstitial element(s) detected.
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=1.0",
"visibleWords": 1082,
"htmlBytes": 504251,
"imagesMissingDimensions": [
{
"src": "https://media.jamf.com/images/logos/jamf-one-color-dark-for-print-css.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://media.jamf.com/images/logos/jamf-one-color-dark-for-print-css.svg\" alt>"
},
{
"src": "https://d21y75miwcfqoq.cloudfront.net/a26e7c0f",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://d21y75miwcfqoq.cloudfront.net/a26e7c0f\" referrerpolicy=\"no-referrer-when-downgrade\" style=\"position: absolute;\">"
}
],
"possibleDialogs": [
"<div class=\"interstitial interstitial--align-center animated animated--fade-up\"> <div class=\"interstitial__media interstitial__media--large animated--element\" style=\"max-width: 1300px !important;\"> <video autoplay muted playsinline> <source src=\"https://media.jamf.com/videos/animations/homepage-animation-20250702.mp4\" type=\"video/mp4\"> </video> </div> </div>",
"<div class=\"interstitial__media interstitial__media--large animated--element\" style=\"max-width: 1300px !important;\"> <video autoplay muted playsinline> <source src=\"https://media.jamf.com/videos/animations/homepage-animation-20250702.mp4\" type=\"video/mp4\"> </video> </div>",
"<div class=\" interstitial interstitial--align-center interstitial--standalone-heading j-container--compact animated animated--fade-up \"> <div class=\"interstitial__content\"> <div class=\" headline interstitial__headline interstitial__headline-h2 \"> <h2 class=\"animated--element\"> <em class=\"accent accent--mint\">Apple device management</em> and security for all your devices. </h2> </div> </div> </div>",
"<div class=\"interstitial__content\"> <div class=\" headline interstitial__headline interstitial__headline-h2 \"> <h2 class=\"animated--element\"> <em class=\"accent accent--mint\">Apple device management</em> and security for all your devices. </h2> </div> </div>",
"<div class=\" headline interstitial__headline interstitial__headline-h2 \"> <h2 class=\"animated--element\"> <em class=\"accent accent--mint\">Apple device management</em> and security for all your devices. </h2> </div>",
"<div class=\"interstitial statistics j-container--compact animated animated--fade-up\"> <div class=\" headline interstitial__headline interstitial__headline-h2 \"> <h2 class=\"animated--element\"> Who uses <em class=\"accent accent--indigo\">Jamf?</em> </h2> </div> <div class=\"statistics__wrapper\"> <div class=\"stat--v2 animated--element\"> <div class=\"stat__figure--v2 animated--element\"> <div class=\"stat--v2__proof\">7 of the Top 10</div> <div class=\"stat--v2__caption\"></div> <div class=\"stat--v2__foot...",
"<div class=\" headline interstitial__headline interstitial__headline-h2 \"> <h2 class=\"animated--element\"> Who uses <em class=\"accent accent--indigo\">Jamf?</em> </h2> </div>",
"<div class=\" interstitial interstitial--align-center interstitial__cards j-container--compact interstitial__cards--standard interstitial__cards--3up-grid animated animated--fade-up \"> <div class=\"interstitial__content interstitial__content--cards\"> <div class=\"headline animated--element\"> <h2><em class=\"accent accent--purple\">Security and management.</em> Done better. </h2> </div> <div class=\"animated--element\"><p>Jamf delivers the most complete Apple management and security platform, wi...",
"<div class=\"interstitial__content interstitial__content--cards\"> <div class=\"headline animated--element\"> <h2><em class=\"accent accent--purple\">Security and management.</em> Done better. </h2> </div> <div class=\"animated--element\"><p>Jamf delivers the most complete Apple management and security platform, with unmatched support, the largest Apple IT community, and hundreds of integrations.</p></div> </div>",
"<div class=\"interstitial__cards--container\"> <div class=\"interstitial__cards--wrapper\"> <div class=\"card-link card card-transparent animated--element\"> <div class=\"card-link__content\"> <h3><strong>Jamf Marketplace</strong></h3> <p>Hundreds of integrations and partners to expand your tech stack. </p> </div> <div class=\"actions-group card-link__actions-group\"> <a href=\"https://marketplace.jamf.com/\"> Learn more </a> </div> </div> <div class=\"card-link card card-transparent animated--element\"> <...",
"<div class=\"interstitial__cards--wrapper\"> <div class=\"card-link card card-transparent animated--element\"> <div class=\"card-link__content\"> <h3><strong>Jamf Marketplace</strong></h3> <p>Hundreds of integrations and partners to expand your tech stack. </p> </div> <div class=\"actions-group card-link__actions-group\"> <a href=\"https://marketplace.jamf.com/\"> Learn more </a> </div> </div> <div class=\"card-link card card-transparent animated--element\"> <div class=\"card-link__content\"> <h3><strong>J...",
"<div class=\"interstitial\"> <div class=\"interstitial__logos logos animated animated--fade-up \"> <div class=\"logos__headline\"> <div class=\"headline animated--element\"> <h3> The most <em class=\"accent accent--teal\">trusted</em> Apple management and security platform. </h3> </div> </div> <div class=\"logos__wrapper\"> <div class=\"logos__logo animated--element\"> <svg aria-hidden=\"true\" role=\"presentation\" class=\"center-block lazy\" width=\"165\" id=\"Layer_1\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xli...",
"<div class=\"interstitial__logos logos animated animated--fade-up \"> <div class=\"logos__headline\"> <div class=\"headline animated--element\"> <h3> The most <em class=\"accent accent--teal\">trusted</em> Apple management and security platform. </h3> </div> </div> <div class=\"logos__wrapper\"> <div class=\"logos__logo animated--element\"> <svg aria-hidden=\"true\" role=\"presentation\" class=\"center-block lazy\" width=\"165\" id=\"Layer_1\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/...",
"<div class=\" interstitial interstitial--align-center interstitial__cards j-container--compact interstitial__cards--standard interstitial__cards--3up-grid animated animated--fade-up \"> <div class=\"interstitial__content interstitial__content--cards\"> <div class=\"headline animated--element\"> <h2><em class=\"accent accent--mint\">Research</em> and <em class=\"accent accent--mint\">recognition</em></h2> </div> <div class=\"animated--element\"></div> </div> <div class=\"interstitial__cards--container\"> <d...",
"<div class=\"interstitial__content interstitial__content--cards\"> <div class=\"headline animated--element\"> <h2><em class=\"accent accent--mint\">Research</em> and <em class=\"accent accent--mint\">recognition</em></h2> </div> <div class=\"animated--element\"></div> </div>",
"<div class=\"interstitial__cards--container\"> <div class=\"interstitial__cards--wrapper\"> <div class=\"card-link card card-transparent animated--element\"> <div class=\"card-link__content\"> <h3><strong>Leader in Endpoint Management Tools</strong></h3> <p>Jamf positioned as a Leader in the 2026 Gartner® Magic Quadrant™ for Endpoint Management Tools</p> </div> <div class=\"actions-group card-link__actions-group\"> <a href=\"https://www.jamf.com/resources/white-papers/gartner-magic-quadrant-...",
"<div class=\"interstitial__cards--wrapper\"> <div class=\"card-link card card-transparent animated--element\"> <div class=\"card-link__content\"> <h3><strong>Leader in Endpoint Management Tools</strong></h3> <p>Jamf positioned as a Leader in the 2026 Gartner® Magic Quadrant™ for Endpoint Management Tools</p> </div> <div class=\"actions-group card-link__actions-group\"> <a href=\"https://www.jamf.com/resources/white-papers/gartner-magic-quadrant-endpoint-management-tools/\"> Read report </a>...",
"<div class=\" interstitial interstitial--align-center interstitial--cta j-container--compact animated animated--fade-up \"> <div class=\"interstitial__content animated--element\"> <div class=\" headline interstitial__headline interstitial__headline-h2 \"> <h2 class=\"animated--element\"> <em class=\"accent accent--indigo\">Get started</em> with Jamf. </h2> </div> <div class=\"interstitial__actions-group actions-group\"> <a href=\"https://www.jamf.com/request-trial/\" class=\"animated--element primary jamf-d...",
"<div class=\"interstitial__content animated--element\"> <div class=\" headline interstitial__headline interstitial__headline-h2 \"> <h2 class=\"animated--element\"> <em class=\"accent accent--indigo\">Get started</em> with Jamf. </h2> </div> <div class=\"interstitial__actions-group actions-group\"> <a href=\"https://www.jamf.com/request-trial/\" class=\"animated--element primary jamf-dotcom-button \"> Start Trial </a> <a href=\"https://www.jamf.com/contact/\" class=\"animated--element secondary jamf-dotcom-bu...",
"<div class=\" headline interstitial__headline interstitial__headline-h2 \"> <h2 class=\"animated--element\"> <em class=\"accent accent--indigo\">Get started</em> with Jamf. </h2> </div>",
"<div class=\"interstitial__actions-group actions-group\"> <a href=\"https://www.jamf.com/request-trial/\" class=\"animated--element primary jamf-dotcom-button \"> Start Trial </a> <a href=\"https://www.jamf.com/contact/\" class=\"animated--element secondary jamf-dotcom-button \"> Contact Us </a> </div>"
],
"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, cost, 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": "We help organizations succeed with Apple at scale.",
"html": "<h2 class> We help organizations <em class=\"accent accent--teal\">succeed with Apple</em> at scale. </h2>"
},
{
"text": "Apple device management and security for all your devices.",
"html": "<h2 class=\"animated--element\"> <em class=\"accent accent--mint\">Apple device management</em> and security for all your devices. </h2>"
},
{
"text": "Who uses Jamf?",
"html": "<h2 class=\"animated--element\"> Who uses <em class=\"accent accent--indigo\">Jamf?</em> </h2>"
},
{
"text": "Security and management. Done better.",
"html": "<h2><em class=\"accent accent--purple\">Security and management.</em> Done better. </h2>"
},
{
"text": "Research and recognition",
"html": "<h2><em class=\"accent accent--mint\">Research</em> and <em class=\"accent accent--mint\">recognition</em></h2>"
},
{
"text": "Get started with Jamf.",
"html": "<h2 class=\"animated--element\"> <em class=\"accent accent--indigo\">Get started</em> with Jamf. </h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Jamf Apple Device Management. Mac iPad iPhone...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Jamf Apple Device Management. Mac iPad iPhone... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Jamf Apple Device Management. Mac iPad iPhone...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Jamf Apple Device Management. Mac iPad iPhone... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Jamf Apple Device Management. Mac iPad iPhone... compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Jamf Apple Device Management. Mac iPad iPhone...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Jamf Apple Device Management. Mac iPad iPhone... work?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Jamf Apple Device Management. Mac iPad iPhone... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Jamf Apple Device Management. Mac iPad iPhone... 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": 127924
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 127924
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 127924
}
]
},
"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, cost, 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": "We help organizations succeed with Apple at scale.",
"html": "<h2 class> We help organizations <em class=\"accent accent--teal\">succeed with Apple</em> at scale. </h2>"
},
{
"text": "Apple device management and security for all your devices.",
"html": "<h2 class=\"animated--element\"> <em class=\"accent accent--mint\">Apple device management</em> and security for all your devices. </h2>"
},
{
"text": "Who uses Jamf?",
"html": "<h2 class=\"animated--element\"> Who uses <em class=\"accent accent--indigo\">Jamf?</em> </h2>"
},
{
"text": "Security and management. Done better.",
"html": "<h2><em class=\"accent accent--purple\">Security and management.</em> Done better. </h2>"
},
{
"text": "Research and recognition",
"html": "<h2><em class=\"accent accent--mint\">Research</em> and <em class=\"accent accent--mint\">recognition</em></h2>"
},
{
"text": "Get started with Jamf.",
"html": "<h2 class=\"animated--element\"> <em class=\"accent accent--indigo\">Get started</em> with Jamf. </h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Jamf Apple Device Management. Mac iPad iPhone...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Jamf Apple Device Management. Mac iPad iPhone... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Jamf Apple Device Management. Mac iPad iPhone...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Jamf Apple Device Management. Mac iPad iPhone... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Jamf Apple Device Management. Mac iPad iPhone... compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Jamf Apple Device Management. Mac iPad iPhone...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Jamf Apple Device Management. Mac iPad iPhone... work?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Jamf Apple Device Management. Mac iPad iPhone... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Jamf Apple Device Management. Mac iPad iPhone... compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Needs attention
Auth.md Agent Registration
Issue
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=UTF-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.
Why it matters
Agent registration metadata lets automated clients find the registration path, supported identity types, credential types, and related claim or revocation endpoints without scraping human docs.
Check name
Auth.md Agent Registration
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish Auth.md and agent_auth metadata so agents can discover registration and credential requirements.
Result
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Validation steps
Fetch and validate /auth.md
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=UTF-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.
Publish protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate agent_auth authorization metadata
OAuth authorization server metadata could not be fetched.
Evidence
{
"failedStep": "auth-md",
"steps": [
{
"id": "auth-md",
"title": "Fetch and validate /auth.md",
"status": "fail",
"evidence": {
"path": "/auth.md",
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 127924,
"validation": {
"valid": false,
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.",
"compatibleContentType": false,
"contentLength": 125834,
"hasRegisterInstructions": true,
"hasProtectedResourceLink": false,
"hasAuthorizationServerLink": false,
"mentionsIdentity": true,
"mentionsCredential": false,
"links": [
"/www.jamf.com",
"/www.jamf.com",
"/www.jamf.com",
"/www.jamf.com",
"/","rootUrlWithLanguage":"https:",
"/www.jamf.com",
"/","onetrustKey":"04476c69-b922-4867-acbd-5a218f8ceb7e","cookieVersion":"2","domainName":"www.jamf.com","languageCode":"en","locale":"en_US","schoolFormIds":",
"https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f",
"/script",
"/*"
],
"rawExcerpt": "<!doctype html> <html class=\"page-en mod-no-js fonts-stage-1 fonts-stage-2\" lang=\"en\" data-http-status-code=\"404\" > <head data-config=\"{"buildVersion":"20260609141413","enable6Sense":true,"featureFlags":["animate","edit","experiments","nav_preview","v","zi_dev","zi_enabled"],"googleTagManagerContainerId":"GTM-MS7Q67","isSearch":false,"isCacheDisabled":false,"marketoIdentifyUrl":"https:\\/\\/www.jamf.com\\/?ACT=106","marketoFormPostUrl":"https:\\/\\/www.jamf.com\\/?ACT=107","isAdminSessionUrl":"https:\\/\\/www.jamf.com\\/?ACT=138","optimizeAssets":true,"pathLabel":"&qu"
}
},
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.",
"howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
},
{
"id": "oauth-protected-resource",
"title": "Publish protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 127924,
"text": "<!doctype html> <html class=\"page-en mod-no-js fonts-stage-1 fonts-stage-2\" lang=\"en\" data-http-status-code=\"404\" > <head data-config=\"{"buildVersion":"20260609141413","enable6Sense":true,"featureFlags":["animate","edit","experiments","nav_preview","v","zi_dev","zi_enabled"],"googleTagManagerContainerId":"GTM-MS7Q67","isSearch":false,"isCacheDisabled":false,"marketoIdentifyUrl":"https:\\/\\/www.jamf.com\\/?ACT=106","marketoFormPostUrl":"https:\\/\\/www.jamf.com\\/?ACT=107","isAdminSessionUrl":"https:\\/\\/www.jamf.com\\/?ACT=138","optimizeAssets":true,"pathLabel":"","phrases":{"close":"Close","required":"Required"},"feature:animate":true,"feature:edit":false,"feature:dark_mode":false,"feature:zi_dev":false,"feature:zi_enabled":true,"prefillAllowlist":"[2990,1158,1454]","rootUrl":"https:\\/\\/www.jamf.com\\/","rootUrlWithLanguage":"https:\\/\\/www.jamf.com\\/","onetrustKey":"04476c69-b922-4867-acbd-5a218f8ceb7e","cookieVersion":"2","domainName":"www.jamf.com","languageCode":"en","locale":"en_US","schoolFormIds":[1124],"actionsForSpecificForms":{"1108":"%s Jamf Pro Request Trial Form","1137":"%s Jamf Pro Automated Request Trial Form","1131":"%s Jamf General Request Trial Form","1124":"%s Jamf School Request Trial Form","1103":"%s Jamf Connect Request Trial Form","1116":"%s Jamf Protect Request Trial Form","1160":"%s Jamf Pricing Plan Request Form","1139":"%s Security Request Trial Form","1141":"%s Jamf Safe Internet Request Trial Form","1381":"%s Jamf for Mac Request Trial Form","1383":"%s Jamf for K-12 Request Trial Form","1384":"%s Jamf for Small Business Request Trial Form","1385":"%s Jamf for Mobile Request Trial Form"},"amerCountries":["Argentina","Brazil","Canada","Chile","Colombia","Costa Rica","Dominican Republic","Ecuador","El Salvador","French Guiana","Guadeloupe","Guatemala","Guyana","Haiti","Honduras","Martinique","Mexico","Nicaragua","Panama","Paraguay","Peru","Puerto Rico","Saint Barth\\u00e9lemy","Saint Martin (French part)","Suriname","United States","Uruguay","Venezuela, Bolivarian Republic of"],"emeiaCountries":["Afghanistan","Albania","Algeria","Angola","Armenia","Austria","Azerbaijan","Bahrain","Bangladesh","Belarus","Belgium","Benin","Bosnia and Herzegovina","Botswana","Bulgaria","Burkina Faso","Burundi","Cameroon","Cape Verde","Central African Republic","Chad","Comoros","Congo","Congo, the Democratic Republic of the","Cote d'Ivoire","Croatia","Cyprus","Czech Republic","Denmark","Djibouti","Egypt","Equatorial Guinea","Eritrea","Estonia","Ethiopia","Finland","France","French Southern Territori"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
},
{
"id": "agent-auth-block",
"title": "Validate agent_auth authorization metadata",
"status": "fail",
"evidence": {
"valid": false,
"issue": "OAuth authorization server metadata could not be fetched.",
"fetch": {
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 127924,
"text": "<!doctype html> <html class=\"page-en mod-no-js fonts-stage-1 fonts-stage-2\" lang=\"en\" data-http-status-code=\"404\" > <head data-config=\"{"buildVersion":"20260609141413","enable6Sense":true,"featureFlags":["animate","edit","experiments","nav_preview","v","zi_dev","zi_enabled"],"googleTagManagerContainerId":"GTM-MS7Q67","isSearch":false,"isCacheDisabled":false,"marketoIdentifyUrl":"https:\\/\\/www.jamf.com\\/?ACT=106","marketoFormPostUrl":"https:\\/\\/www.jamf.com\\/?ACT=107","isAdminSessionUrl":"https:\\/\\/www.jamf.com\\/?ACT=138","optimizeAssets":true,"pathLabel":"","phrases":{"close":"Close","required":"Required"},"feature:animate":true,"feature:edit":false,"feature:dark_mode":false,"feature:zi_dev":false,"feature:zi_enabled":true,"prefillAllowlist":"[2990,1158,1454]","rootUrl":"https:\\/\\/www.jamf.com\\/","rootUrlWithLanguage":"https:\\/\\/www.jamf.com\\/","onetrustKey":"04476c69-b922-4867-acbd-5a218f8ceb7e","cookieVersion":"2","domainName":"www.jamf.com","languageCode":"en","locale":"en_US","schoolFormIds":[1124],"actionsForSpecificForms":{"1108":"%s Jamf Pro Request Trial Form","1137":"%s Jamf Pro Automated Request Trial Form","1131":"%s Jamf General Request Trial Form","1124":"%s Jamf School Request Trial Form","1103":"%s Jamf Connect Request Trial Form","1116":"%s Jamf Protect Request Trial Form","1160":"%s Jamf Pricing Plan Request Form","1139":"%s Security Request Trial Form","1141":"%s Jamf Safe Internet Request Trial Form","1381":"%s Jamf for Mac Request Trial Form","1383":"%s Jamf for K-12 Request Trial Form","1384":"%s Jamf for Small Business Request Trial Form","1385":"%s Jamf for Mobile Request Trial Form"},"amerCountries":["Argentina","Brazil","Canada","Chile","Colombia","Costa Rica","Dominican Republic","Ecuador","El Salvador","French Guiana","Guadeloupe","Guatemala","Guyana","Haiti","Honduras","Martinique","Mexico","Nicaragua","Panama","Paraguay","Peru","Puerto Rico","Saint Barth\\u00e9lemy","Saint Martin (French part)","Suriname","United States","Uruguay","Venezuela, Bolivarian Republic of"],"emeiaCountries":["Afghanistan","Albania","Algeria","Angola","Armenia","Austria","Azerbaijan","Bahrain","Bangladesh","Belarus","Belgium","Benin","Bosnia and Herzegovina","Botswana","Bulgaria","Burkina Faso","Burundi","Cameroon","Cape Verde","Central African Republic","Chad","Comoros","Congo","Congo, the Democratic Republic of the","Cote d'Ivoire","Croatia","Cyprus","Czech Republic","Denmark","Djibouti","Egypt","Equatorial Guinea","Eritrea","Estonia","Ethiopia","Finland","France","French Southern Territori"
}
},
"issue": "OAuth authorization server metadata could not be fetched.",
"howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "login"
},
{
"source": "visible-text",
"weight": 3,
"match": "register"
}
]
},
"resourceFetchSucceeded": false
}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": 127924
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 127924
}
]
},
"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": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "login"
},
{
"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> <html class=\"page-en mod-no-js fonts-stage-1 fonts-stage-2\" lang=\"en\" data-http-status-code=\"404\" > <head data-config=\"{"buildVersion":"20260609141413","enable6Sense":true,"featureFlags":["animate","edit","experiments","nav_preview","v","zi_dev","zi_enabled"],"googleTagManagerContainerId":"GTM-MS7Q67","isSearch":false,"isCacheDisabled":false,"marketoIdentifyUrl":"https:\\/\\/www.jamf.com\\/?ACT=106","marketoFormPostUrl":"https:\\/\\/www.jamf.com\\/?ACT=107","isAdminSessionUrl":"https:\\/\\/www.jamf.com\\/?ACT=138","optimizeAssets":true,"pathLabel":"&qu"
},
"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.jamf.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.jamf.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.jamf.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.jamf.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": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "login"
},
{
"source": "visible-text",
"weight": 3,
"match": "register"
}
]
},
"resourceFetchSucceeded": false
}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
12 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": "12 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
Font display
17 Fail
Performance and AccessibilityPerformanceBrowser audit
Font display
Check name
Font display
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 440 ms
Fix guidance
Consider setting [font-display](https://developer.chrome.com/docs/performance/insights/font-display) to swap or optional to ensure text is consistently visible. swap can be further optimized to mitigate layout shifts with [font metric overrides](https://developer.chrome.com/blog/font-fallbacks).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 440 ms",
"description": "Consider setting [font-display](https://developer.chrome.com/docs/performance/insights/font-display) to swap or optional to ensure text is consistently visible. swap can be further optimized to mitigate layout shifts with [font metric overrides](https://developer.chrome.com/blog/font-fallbacks)."
}Performance and AccessibilityPerformanceBrowser audit
Forced reflow
17 Fail
Performance and AccessibilityPerformanceBrowser audit
Forced reflow
Check name
Forced reflow
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
A forced reflow occurs when JavaScript queries geometric properties (such as offsetWidth) after styles have been invalidated by a change to the DOM state. This can result in poor performance. Learn more about [forced reflows](https://developer.chrome.com/docs/performance/insights/forced-reflow) and possible mitigations.
References
https://web.dev/learn/performance/Evidence
{
"description": "A forced reflow occurs when JavaScript queries geometric properties (such as offsetWidth) after styles have been invalidated by a change to the DOM state. This can result in poor performance. Learn more about [forced reflows](https://developer.chrome.com/docs/performance/insights/forced-reflow) and possible mitigations."
}Performance and AccessibilityPerformanceBrowser audit
Reduce unused CSS
17 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce unused CSS
Check name
Reduce unused CSS
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 148 KiB
Fix guidance
Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 148 KiB",
"description": "Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).",
"numericValue": 180
}Performance and AccessibilityPerformanceBrowser audit
Reduce unused JavaScript
17 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce unused JavaScript
Check name
Reduce unused JavaScript
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 220 KiB
Fix guidance
Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 220 KiB",
"description": "Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).",
"numericValue": 40
}Performance and AccessibilityPerformanceBrowser audit
Use efficient cache lifetimes
17 Fail
Performance and AccessibilityPerformanceBrowser audit
Use efficient cache lifetimes
Check name
Use efficient cache lifetimes
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 2,264 KiB
Fix guidance
A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 2,264 KiB",
"description": "A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache)."
}Performance and AccessibilityPerformanceBrowser audit
Avoid enormous network payloads
8 Warning
Performance and AccessibilityPerformanceBrowser audit
Avoid enormous network payloads
Check name
Avoid enormous network payloads
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Total size was 3,411 KiB
Fix guidance
Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Total size was 3,411 KiB",
"description": "Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).",
"numericValue": 3493201
}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 |
|---|---|---|---|
| 65/100 | Level 3, Bot-Aware | Current report |