Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 32 out of 100
- Agent Ease of Use 10 out of 100
- Security & Trust 60 out of 100
- GEO, AIO and AEO 78 out of 100
- SEO 85 out of 100
- Performance and Accessibility 72 out of 100
What AI sees of your website
Cloud Computing, Security, Content Delivery (CDN) | Akamai
Akamai is the cybersecurity and cloud computing company that powers and protects business online.
Next step
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 32 | Priority fix | 6 | 17 | 0 | View details |
| Discoverability | 43 | Priority fix | 3 | 6 | 0 | View details |
| Content Readiness | 20 | Priority fix | 2 | 8 | 0 | View details |
| Bot Access Control | 33 | Priority fix | 1 | 3 | 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 | 7 | 2 | 11 | View details |
| GEO Readiness | 88 | Mostly ready | 3 | 0 | 3 | |
| AIO Readiness | 81 | Mostly ready | 3 | 1 | 3 | View details |
| AEO Readiness | 66 | Needs work | 1 | 1 | 5 | View details |
| SEO | 85 | Mostly ready | 9 | 2 | 0 | View details |
| SEO | 85 | Mostly ready | 9 | 2 | 0 | View details |
| Security & Trust | 60 | Needs work | 7 | 2 | 0 | View details |
| Security & Trust | 60 | Needs work | 3 | 2 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 72 | Needs work | 19 | 5 | 2 | View details |
| Performance | 60 | Needs work | 15 | 4 | 2 | View details |
| Accessibility | 95 | Strong | 4 | 1 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
48 items need attention
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": 403,
"contentType": "text/html"
},
"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": "<HTML><HEAD>\n<TITLE>Access Denied</TITLE>\n</HEAD><BODY>\n<H1>Access Denied</H1>\n \nYou don't have permission to access \"http://www.akamai.com/.well-known/api-catalog\" on this server.<P>\nReference #18.d6d70b17.1780928996.e894ab95\n<P>https://errors.edgesuite.net/18.d6d70b17.1780928996.e894ab95</P>\n</BODY>\n</HTML>\n"
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
50 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
}Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
50 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
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" 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" 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": 403,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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": "<HTML><HEAD>\n<TITLE>Access Denied</TITLE>\n</HEAD><BODY>\n<H1>Access Denied</H1>\n \nYou don't have permission to access \"http://www.akamai.com/openapi.json\" on this server.<P>\nReference #18.d4d70b17.1780928996.b1264249\n<P>https://errors.edgesuite.net/18.d4d70b17.1780928996.b1264249</P>\n</BODY>\n</HTML>\n"
},
{
"path": "/openapi.yaml",
"statusCode": 403,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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": "<HTML><HEAD>\n<TITLE>Access Denied</TITLE>\n</HEAD><BODY>\n<H1>Access Denied</H1>\n \nYou don't have permission to access \"http://www.akamai.com/openapi.yaml\" on this server.<P>\nReference #18.d6d70b17.1780928996.e894b129\n<P>https://errors.edgesuite.net/18.d6d70b17.1780928996.e894b129</P>\n</BODY>\n</HTML>\n"
},
{
"path": "/swagger.json",
"statusCode": 403,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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": "<HTML><HEAD>\n<TITLE>Access Denied</TITLE>\n</HEAD><BODY>\n<H1>Access Denied</H1>\n \nYou don't have permission to access \"http://www.akamai.com/swagger.json\" on this server.<P>\nReference #18.d4d70b17.1780928996.b1264783\n<P>https://errors.edgesuite.net/18.d4d70b17.1780928996.b1264783</P>\n</BODY>\n</HTML>\n"
},
{
"path": "/swagger.yaml",
"statusCode": 403,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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": "<HTML><HEAD>\n<TITLE>Access Denied</TITLE>\n</HEAD><BODY>\n<H1>Access Denied</H1>\n \nYou don't have permission to access \"http://www.akamai.com/swagger.yaml\" on this server.<P>\nReference #18.d6d70b17.1780928996.e894b35b\n<P>https://errors.edgesuite.net/18.d6d70b17.1780928996.e894b35b</P>\n</BODY>\n</HTML>\n"
},
{
"path": "/api/openapi.json",
"statusCode": 403,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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": "<HTML><HEAD>\n<TITLE>Access Denied</TITLE>\n</HEAD><BODY>\n<H1>Access Denied</H1>\n \nYou don't have permission to access \"http://www.akamai.com/api/openapi.json\" on this server.<P>\nReference #18.d6d70b17.1780928996.e894b412\n<P>https://errors.edgesuite.net/18.d6d70b17.1780928996.e894b412</P>\n</BODY>\n</HTML>\n"
},
{
"path": "/api/swagger.json",
"statusCode": 403,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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": "<HTML><HEAD>\n<TITLE>Access Denied</TITLE>\n</HEAD><BODY>\n<H1>Access Denied</H1>\n \nYou don't have permission to access \"http://www.akamai.com/api/swagger.json\" on this server.<P>\nReference #18.d4d70b17.1780928996.b1264aff\n<P>https://errors.edgesuite.net/18.d4d70b17.1780928996.b1264aff</P>\n</BODY>\n</HTML>\n"
},
{
"path": "/docs/openapi.json",
"statusCode": 403,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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": "<HTML><HEAD>\n<TITLE>Access Denied</TITLE>\n</HEAD><BODY>\n<H1>Access Denied</H1>\n \nYou don't have permission to access \"http://www.akamai.com/docs/openapi.json\" on this server.<P>\nReference #18.d6d70b17.1780928997.e894b615\n<P>https://errors.edgesuite.net/18.d6d70b17.1780928997.e894b615</P>\n</BODY>\n</HTML>\n"
}
]
},
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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."
}
]
}Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
50 Fail
Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
Needs attention
Referrer-Policy
Issue
Referrer-Policy is missing or incomplete.
Why it matters
Referrer-Policy controls how much URL context is sent to other origins, limiting accidental leakage of paths, queries, and identifiers.
Check name
Referrer-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Limit how much referrer data leaves the site.
Result
Referrer-Policy is missing or incomplete.
Evidence
{
"header": "referrer-policy",
"value": null
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
50 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": 403,
"contentType": "text/html",
"length": 437
}
]
},
"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 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": 403,
"contentType": "text/html",
"length": 424
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 403,
"contentType": "text/html",
"length": 425
},
{
"path": "/.well-known/mcp.json",
"statusCode": 403,
"contentType": "text/html",
"length": 404
}
]
},
"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": 403,
"contentType": "text/html",
"length": 380
},
{
"path": "/.well-known/mcp.json",
"statusCode": 403,
"contentType": "text/html",
"length": 404
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 403,
"contentType": "text/html",
"length": 424
}
]
},
"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."
}
]
}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": 403,
"contentType": "text/html",
"length": 407
},
{
"path": "/webmcp.json",
"statusCode": 403,
"contentType": "text/html",
"length": 383
},
{
"path": "/mcp.json",
"statusCode": 403,
"contentType": "text/html",
"length": 380
}
]
},
"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 ReadinessEstablished
Content freshness signals
Content freshness signals is missing or incomplete.
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is missing or incomplete.
Needs attention
Content freshness signals
Issue
Content freshness signals are incomplete: missing Last-Modified HTTP header; 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
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is missing or incomplete.
Evidence
{
"lastModified": null,
"schemaDates": [],
"metaDateCount": 0,
"timeDateCount": 0
}AI DiscoverabilityDiscoverabilityEstablished
FAQPage schema
FAQPage schema is missing or incomplete.
25 Fail
AI DiscoverabilityDiscoverabilityEstablished
FAQPage schema
FAQPage schema is missing or incomplete.
Needs attention
FAQPage schema
Issue
FAQ content was detected but no FAQPage schema was found.
Why it matters
FAQPage schema lets agents extract visible question-and-answer content cleanly and avoid guessing which text is an answer.
Check name
FAQPage schema
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Expose question-and-answer content in FAQPage structured data when FAQs are present.
Result
FAQPage schema is missing or incomplete.
Evidence
{
"found": false,
"visibleFaq": true,
"allTypes": [
"Organization"
]
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
25 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"
]
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
25 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://assets.adobedtm.com",
"rel": "preconnect"
},
{
"url": "https://rum.hlx.page",
"rel": "preconnect"
},
{
"url": "https://munchkin.marketo.net",
"rel": "preconnect"
},
{
"url": "https://sc.lfeeder.com",
"rel": "preconnect"
},
{
"url": "https://www.everestjs.net",
"rel": "preconnect"
},
{
"url": "https://b.6sc.co",
"rel": "preconnect"
},
{
"url": "https://t.contentsquare.net",
"rel": "preconnect"
},
{
"url": "https://bat.bing.com",
"rel": "preconnect"
},
{
"url": "https://pixel.byspotify.com",
"rel": "preconnect"
},
{
"url": "https://akamai.demdex.net",
"rel": "preconnect"
},
{
"url": "https://static.ads-twitter.com",
"rel": "preconnect"
},
{
"url": "https://scripts.clarity.ms",
"rel": "preconnect"
},
{
"url": "https://fxgate.baidu.com",
"rel": "preconnect"
}
]
},
"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."
}
]
}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",
"length": 399
},
{
"path": "/llms-full.txt",
"statusCode": 404,
"contentType": "text/html",
"length": 399
}
]
},
"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" does not indicate Markdown when requested with Accept: text/markdown.
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
Markdown content type
Content-Type "text/html" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "(none)".
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": 403,
"contentType": "text/html"
},
"issue": "Content-Type \"text/html\" does not indicate Markdown when requested with Accept: text/markdown.",
"howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
},
{
"id": "vary-accept",
"title": "Vary: Accept header",
"status": "fail",
"evidence": {
"vary": ""
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"(none)\".",
"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": 45,
"excerpt": "<HTML><HEAD>\n<TITLE>Access Denied</TITLE>\n</HEAD><BODY>\n<H1>Access Denied</H1>\n \nYou don't have permission to access \"http://www.akamai.com/\" on this server.<P>\nReference #18.d6d70b17.1780928994.e",
"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: 1 links missing accessible names.
Details
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": true,
"nav": true,
"footer": true,
"meaningfulH1": true,
"headingOrder": true,
"accessibleLinks": false,
"accessibleButtons": true,
"imageAltCoverage": true,
"formAutocompleteCoverage": true,
"details": {
"inaccessibleLinks": [
"<a role=\"button\" class=\"cmp-social social-facebook\"><span class=\"at-icon-wrapper\"><svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" viewBox=\"0 0 32 32\" version=\"1.1\" role=\"img\" aria-labelledby=\"at-svg-facebook-5\" class=\"at-icon at-icon-facebook\" style=\"fill: rgb(255, 255, 255); width: 16px; height: 16px;\"><g><path d=\"M22 5.16c-.406-.054-1.806-.16-3.43-.16-3.4 0-5.733 1.825-5.733 5.17v2.882H9v3.913h3.837V27h4.604V16.965h3.823l.587-3.913h-4.41v-2.5c0-1.123.347-1.90"
],
"inaccessibleButtons": [],
"missingAutocompleteInputs": [],
"imagesMissingAlt": [],
"skippedHeadingLevels": []
},
"counts": {
"h1": 1,
"headings": 22,
"links": 206,
"inaccessibleLinks": 1,
"buttons": 20,
"inaccessibleButtons": 0,
"images": 16,
"imagesWithAlt": 16,
"autocompleteInputs": 0,
"inputsWithAutocomplete": 0,
"missingAutocompleteInputs": 0
}
}AI DiscoverabilityDiscoverabilityEstablished
Sitemap
Sitemap is missing or incomplete.
25 Fail
AI DiscoverabilityDiscoverabilityEstablished
Sitemap
Sitemap is missing or incomplete.
Needs attention
Sitemap
Issue
No valid XML sitemap found at checked locations: https://www.akamai.com/sitemap-index.xml, https://www.akamai.com/sitemap.xml, https://www.akamai.com/sitemap_index.xml, https://www.akamai.com/sitemap-index.xml.
Why it matters
Sitemaps help crawlers and agents discover canonical URLs, updated pages, and deeper content that may not be obvious from the homepage navigation.
Check name
Sitemap
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Publish a sitemap and reference it from robots.txt.
Result
Sitemap is missing or incomplete.
Evidence
{
"checked": [
"https://www.akamai.com/sitemap-index.xml",
"https://www.akamai.com/sitemap.xml",
"https://www.akamai.com/sitemap_index.xml",
"https://www.akamai.com/sitemap-index.xml"
]
}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": 403,
"contentType": "text/html",
"length": 415
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 403,
"contentType": "text/html",
"length": 423
},
{
"path": "/agent-card.json",
"statusCode": 403,
"contentType": "text/html",
"length": 391
}
]
},
"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": 403,
"contentType": "text/html",
"length": 427
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 403,
"contentType": "text/html",
"length": 417
}
]
},
"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": 403,
"contentType": "text/html",
"length": 406
},
{
"path": "/agent.json",
"statusCode": 403,
"contentType": "text/html",
"length": 382
}
]
},
"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": 403,
"contentType": "text/html",
"length": 407
},
{
"path": "/agents.json",
"statusCode": 403,
"contentType": "text/html",
"length": 383
}
]
},
"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."
}
]
}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.akamai.com",
"probes": [
{
"name": "_index._agents.www.akamai.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.www.akamai.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.akamai.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
},
{
"name": "akamai.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": "/company",
"text": "About Us",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/company\" target=\"_self\"> About Us </a>"
},
{
"href": "/company/company-history",
"text": "History",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/company/company-history\" target=\"_self\"> History </a>"
},
{
"href": "/company/leadership",
"text": "Leadership",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/company/leadership\" target=\"_self\"> Leadership </a>"
},
{
"href": "/company/our-awards",
"text": "Awards",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/company/our-awards\" target=\"_self\"> Awards </a>"
},
{
"href": "/company/leadership/board-of-directors",
"text": "Board of Directors",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/company/leadership/board-of-directors\" target=\"_self\"> Board of Directors </a>"
},
{
"href": "/company/corporate-responsibility",
"text": "Corporate Responsibility",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/company/corporate-responsibility\" target=\"_self\"> Corporate Responsibility </a>"
},
{
"href": "/company/ethics-and-compliance",
"text": "Ethics",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/company/ethics-and-compliance\" target=\"_self\"> Ethics </a>"
},
{
"href": "/company/locations",
"text": "Locations",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/company/locations\" target=\"_self\"> Locations </a>"
},
{
"href": "https://www.linkedin.com/company/akamai-technologies",
"text": "",
"html": "<a class=\"bcl-socialmedialinks__item-link\" data-item=\"list-item\" aria-label=\"LinkedIn\" href=\"https://www.linkedin.com/company/akamai-technologies\" target=\"true\"> <span class=\"bcl-socialmedialinks__item-title icon-linkedin2\" aria-hidden=\"true\"> </span> </a>"
}
],
"contactLinks": [
{
"href": "/why-akamai/contact-us/contact-sales",
"text": "Sales",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/why-akamai/contact-us/contact-sales\" target=\"_self\"> Sales </a>"
},
{
"href": "/global-services/support",
"text": "Support",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/global-services/support\" target=\"_self\"> Support </a>"
},
{
"href": "/why-akamai/contact-us/contact-sales",
"text": "Sales",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/why-akamai/contact-us/contact-sales\" target=\"_self\"> Sales </a>"
},
{
"href": "/global-services/support",
"text": "Support",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/global-services/support\" target=\"_self\"> Support </a>"
},
{
"href": "/why-akamai/contact-us/contact-sales",
"text": "Contact us",
"html": "<a class=\"bcl-button right bcl-button--primary \" href=\"/why-akamai/contact-us/contact-sales\" target=\"_self\" data-component=\"bcl-button\" data-cmp-is=\"bcl-button\" data-analytics-link=\"banner:Ready to get started or have questions?:Contact us\"> <span class=\"bcl-typography--button-md\"> Contact us </span> </a>"
},
{
"href": "/global-services/support/vulnerability-reporting",
"text": "Vulnerability Reporting",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/global-services/support/vulnerability-reporting\" target=\"_self\"> Vulnerability Reporting </a>"
},
{
"href": "/why-akamai/contact-us",
"text": "Contact Us",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/why-akamai/contact-us\" target=\"_self\"> Contact Us </a>"
}
],
"privacyLinks": [
{
"href": "https://trust.akamai.com/",
"text": "Privacy Trust Center",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"https://trust.akamai.com/\" target=\"_blank\"> Privacy Trust Center </a>"
},
{
"href": "/legal/privacy-statement",
"text": "Privacy Statement",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/legal/privacy-statement\" target=\"_self\"> Privacy Statement </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.
5 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Needs attention
AEO: Answer evidence and trust
Issue
Missing AIO trust signals: author, publisher, 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": "/company",
"text": "About Us",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/company\" target=\"_self\"> About Us </a>"
},
{
"href": "/company/company-history",
"text": "History",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/company/company-history\" target=\"_self\"> History </a>"
},
{
"href": "/company/leadership",
"text": "Leadership",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/company/leadership\" target=\"_self\"> Leadership </a>"
},
{
"href": "/company/our-awards",
"text": "Awards",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/company/our-awards\" target=\"_self\"> Awards </a>"
},
{
"href": "/company/leadership/board-of-directors",
"text": "Board of Directors",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/company/leadership/board-of-directors\" target=\"_self\"> Board of Directors </a>"
},
{
"href": "/company/corporate-responsibility",
"text": "Corporate Responsibility",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/company/corporate-responsibility\" target=\"_self\"> Corporate Responsibility </a>"
},
{
"href": "/company/ethics-and-compliance",
"text": "Ethics",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/company/ethics-and-compliance\" target=\"_self\"> Ethics </a>"
},
{
"href": "/company/locations",
"text": "Locations",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/company/locations\" target=\"_self\"> Locations </a>"
},
{
"href": "https://www.linkedin.com/company/akamai-technologies",
"text": "",
"html": "<a class=\"bcl-socialmedialinks__item-link\" data-item=\"list-item\" aria-label=\"LinkedIn\" href=\"https://www.linkedin.com/company/akamai-technologies\" target=\"true\"> <span class=\"bcl-socialmedialinks__item-title icon-linkedin2\" aria-hidden=\"true\"> </span> </a>"
}
],
"contactLinks": [
{
"href": "/why-akamai/contact-us/contact-sales",
"text": "Sales",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/why-akamai/contact-us/contact-sales\" target=\"_self\"> Sales </a>"
},
{
"href": "/global-services/support",
"text": "Support",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/global-services/support\" target=\"_self\"> Support </a>"
},
{
"href": "/why-akamai/contact-us/contact-sales",
"text": "Sales",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/why-akamai/contact-us/contact-sales\" target=\"_self\"> Sales </a>"
},
{
"href": "/global-services/support",
"text": "Support",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/global-services/support\" target=\"_self\"> Support </a>"
},
{
"href": "/why-akamai/contact-us/contact-sales",
"text": "Contact us",
"html": "<a class=\"bcl-button right bcl-button--primary \" href=\"/why-akamai/contact-us/contact-sales\" target=\"_self\" data-component=\"bcl-button\" data-cmp-is=\"bcl-button\" data-analytics-link=\"banner:Ready to get started or have questions?:Contact us\"> <span class=\"bcl-typography--button-md\"> Contact us </span> </a>"
},
{
"href": "/global-services/support/vulnerability-reporting",
"text": "Vulnerability Reporting",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/global-services/support/vulnerability-reporting\" target=\"_self\"> Vulnerability Reporting </a>"
},
{
"href": "/why-akamai/contact-us",
"text": "Contact Us",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/why-akamai/contact-us\" target=\"_self\"> Contact Us </a>"
}
],
"privacyLinks": [
{
"href": "https://trust.akamai.com/",
"text": "Privacy Trust Center",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"https://trust.akamai.com/\" target=\"_blank\"> Privacy Trust Center </a>"
},
{
"href": "/legal/privacy-statement",
"text": "Privacy Statement",
"html": "<a class=\"bcl-list__item-link bcl-typography--button-md \" data-item=\"list-item\" href=\"/legal/privacy-statement\" target=\"_self\"> Privacy Statement </a>"
}
],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 80/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 80/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: security, content, delivery, cdn, master, agentic, start, here.
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
80/100
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 80/100 and needs improvement.
Evidence
{
"title": "Cloud Computing, Security, Content Delivery (CDN) | Akamai",
"h1": "How to master agentic AI? Start here.",
"description": "Akamai is the cybersecurity and cloud computing company that powers and protects business online.",
"topicOverlap": 0.3333333333333333,
"topicTerms": [
"cloud",
"computing",
"security",
"content",
"delivery",
"cdn",
"akamai",
"master",
"agentic",
"start",
"here"
],
"descriptionTerms": [
"akamai",
"cybersecurity",
"cloud",
"computing",
"company",
"powers",
"protects",
"business",
"online"
],
"missingFromDescription": [
"security",
"content",
"delivery",
"cdn",
"master",
"agentic",
"start",
"here"
],
"score": 80,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
Needs attention
AEO: Answer-first sections
Issue
18 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": 18,
"passing": 0,
"failing": [
{
"heading": "Akamai Cloud",
"headingHtml": "<h2 class=\"bcl-card--product__title bcl-typography--heading-md-regular\"> <span class=\"bold\">Akamai</span> Cloud </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Akamai Security",
"headingHtml": "<h2 class=\"bcl-card--product__title bcl-typography--heading-md-regular\"> <span class=\"bold\">Akamai</span> Security </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Akamai to acquire LayerX to enforce AI usage control on any browser",
"headingHtml": "<h2 class=\"bcl-title__text bcl-title--align-left bcl-typography bcl-typography--heading-lg\" itemprop=\"headline\" data-context=\"bcl-title\"> Akamai to acquire LayerX to enforce AI usage control on any browser<br> </h2>",
"firstParagraph": "Akamai + LayerX can secure access to AI tools, agents, and applications, adding a new layer of enterprise protection. The new solution will protect organizations from data loss and insider threats across web applications and SaaS platforms.",
"paragraphHtml": "<p>Akamai + LayerX can secure access to AI tools, agents, and applications, adding a new layer of enterprise protection. The new solution will protect organizations from data loss and insider threats across web applications and SaaS platforms.<br> </p>",
"words": 36,
"direct": false,
"issue": "First paragraph is 36 words and does not look like a concise direct answer."
},
{
"heading": "Akamai to acquire LayerX to enforce AI usage control on any browser",
"headingHtml": "<h2 class=\"bcl-title__text bcl-title--align-left bcl-typography bcl-typography--heading-lg\" itemprop=\"headline\" data-context=\"bcl-title\"> Akamai to acquire LayerX to enforce AI usage control on any browser<br> </h2>",
"firstParagraph": "Akamai + LayerX can secure access to AI tools, agents, and applications, adding a new layer of enterprise protection. The new solution will protect organizations from data loss and insider threats across web applications and SaaS platforms.",
"paragraphHtml": "<p>Akamai + LayerX can secure access to AI tools, agents, and applications, adding a new layer of enterprise protection. The new solution will protect organizations from data loss and insider threats across web applications and SaaS platforms.<br> </p>",
"words": 36,
"direct": false,
"issue": "First paragraph is 36 words and does not look like a concise direct answer."
},
{
"heading": "The State of AI Inference",
"headingHtml": "<h2 class=\"bcl-title__text bcl-title--align-left bcl-typography bcl-typography--heading-xl\" itemprop=\"headline\" data-context=\"bcl-title\"> The State of AI Inference<br> </h2>",
"firstParagraph": "See why the gap between real-time AI requirements and centralized infrastructure is pushing teams toward distributed inference.",
"paragraphHtml": "<p>See why the gap between real-time AI requirements and centralized infrastructure is pushing teams toward distributed inference.<br> </p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "What’s new",
"headingHtml": "<h2 class=\"bcl-title__text bcl-title--align-left bcl-typography bcl-typography--heading-md-semibold\" itemprop=\"headline\" data-context=\"bcl-title\"> What’s new </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "2026 API Security Impact Study",
"headingHtml": "<h3 class=\"bcl-card__title h3\" title=\"2026 API Security Impact Study\"> <span class=\"bcl-card__title-link\" data-context=\"title\">2026 API Security Impact Study</span> </h3>",
"firstParagraph": "A new study of 1,840 security leaders shows 87% suffered API incidents, and 42% cited attacks on APIs linked to AI apps, agents, and LLMs.",
"paragraphHtml": "<p>A new study of 1,840 security leaders shows 87% suffered API incidents, and 42% cited attacks on APIs linked to AI apps, agents, and LLMs.</p>",
"words": 26,
"direct": false,
"issue": "First paragraph is 26 words and does not look like a concise direct answer."
},
{
"heading": "IDC Link: The Dawn of Distributed AI",
"headingHtml": "<h3 class=\"bcl-card__title h3\" title=\"IDC Link: The Dawn of Distributed AI\"> <span class=\"bcl-card__title-link\" data-context=\"title\">IDC Link: The Dawn of Distributed AI</span> </h3>",
"firstParagraph": "Learn how Akamai Inference Cloud decentralizes AI to optimize latency, cost, and resource availability for production workloads.",
"paragraphHtml": "<p>Learn how Akamai Inference Cloud decentralizes AI to optimize latency, cost, and resource availability for production workloads.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "2026 Report: AI Botnets & API Risks in Finance",
"headingHtml": "<h3 class=\"bcl-card__title h3\" title=\"2026 Report: AI Botnets &amp; API Risks in Finance\"> <span class=\"bcl-card__title-link\" data-context=\"title\">2026 Report: AI Botnets & API Risks in Finance</span> </h3>",
"firstParagraph": "Banking absorbed 83% of API attacks in 2025. See how AI-empowered botnets exploit visibility gaps in our exclusive report.",
"paragraphHtml": "<p>Banking absorbed 83% of API attacks in 2025. See how AI-empowered botnets exploit visibility gaps in our exclusive report.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Akamai AI Brand Presence Optimizes Content for AI Search",
"headingHtml": "<h3 class=\"bcl-card__title h3\" title=\"Akamai AI Brand Presence Optimizes Content for AI Search\"> <span class=\"bcl-card__title-link\" data-context=\"title\">Akamai AI Brand Presence Optimizes Content for AI Search</span> </h3>",
"firstParagraph": "AI Brand Presence automatically translates your content for machine comprehension, boosting citations and raising brand visibility in AI-generated results.",
"paragraphHtml": "<p>AI Brand Presence automatically translates your content for machine comprehension, boosting citations and raising brand visibility in AI-generated results.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Maintaining Business Continuity During Global Turmoil",
"headingHtml": "<h3 class=\"bcl-card__title h3\" title=\"Maintaining Business Continuity During Global Turmoil\"> <span class=\"bcl-card__title-link\" data-context=\"title\">Maintaining Business Continuity During Global Turmoil</span> </h3>",
"firstParagraph": "Akamai’s analysis of global traffic reveals a spike in geopolitical cyberattacks since the start of the Iran conflict.",
"paragraphHtml": "<p>Akamai’s analysis of global traffic reveals a spike in geopolitical cyberattacks since the start of the Iran conflict.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Harmonic Moves Cloud Video Workflows to Akamai for Lower Latency and Cost",
"headingHtml": "<h3 class=\"bcl-card__title h3\" title=\"Harmonic Moves Cloud Video Workflows to Akamai for Lower Latency and Cost\"> <span class=\"bcl-card__title-link\" data-context=\"title\">Harmonic Moves Cloud Video Workflows to Akamai for Lower Latency and Cost</span> </h3>",
"firstParagraph": "With VOS®360 on Akamai Cloud, Harmonic gives its customers more control over their workflows, streamlined viewing experiences, and lower operational costs.",
"paragraphHtml": "<p>With VOS<sup>®</sup>360 on Akamai Cloud, Harmonic gives its customers more control over their workflows, streamlined viewing experiences, and lower operational costs.</p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Everywhere you do business, Akamai is there",
"headingHtml": "<h2 class=\"bcl-banner__title bcl-typography--heading-md-semibold\"> Everywhere you do business, Akamai is there </h2>",
"firstParagraph": "Get the performance, reliability, and security your business demands with the world’s most distributed cloud computing platform and edge network.",
"paragraphHtml": "<p>Get the performance, reliability, and security your business demands with the world’s most distributed cloud computing platform and edge network.</p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Build applications anywhere. Secure and scale them everywhere.",
"headingHtml": "<h2 class=\"bcl-title__text bcl-title--align-left bcl-typography bcl-typography--heading-md-semibold\" itemprop=\"headline\" data-context=\"bcl-title\"> Build applications anywhere. Secure and scale them everywhere. </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Cloud computing",
"headingHtml": "<h3 class=\"bcl-card__title h3\" title=\"Cloud computing\"> <span class=\"bcl-card__title-link\" data-context=\"title\">Cloud computing</span> </h3>",
"firstParagraph": "Build powerful applications with flexible and affordable full-stack compute services.",
"paragraphHtml": "<p>Build powerful applications with flexible and affordable full-stack compute services.</p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "Security",
"headingHtml": "<h3 class=\"bcl-card__title h3\" title=\"Security\"> <span class=\"bcl-card__title-link\" data-context=\"title\">Security</span> </h3>",
"firstParagraph": "Secure your applications and data at every touchpoint, without compromising performance.",
"paragraphHtml": "<p>Secure your applications and data at every touchpoint, without compromising performance.</p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "Content delivery",
"headingHtml": "<h3 class=\"bcl-card__title h3\" title=\"Content delivery\"> <span class=\"bcl-card__title-link\" data-context=\"title\">Content delivery</span> </h3>",
"firstParagraph": "Flawlessly deliver apps and experiences closer to your customers, wherever they connect.",
"paragraphHtml": "<p>Flawlessly deliver apps and experiences closer to your customers, wherever they connect.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Ready to get started or have questions?",
"headingHtml": "<h2 class=\"bcl-banner__title bcl-typography--heading-md-semibold\"> Ready to get started or have questions? </h2>",
"firstParagraph": "Contact a sales consultant to learn more.",
"paragraphHtml": "<p>Contact a sales consultant to learn more.</p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
}
],
"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
18 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": 18,
"passing": 0,
"failing": [
{
"heading": "Akamai Cloud",
"headingHtml": "<h2 class=\"bcl-card--product__title bcl-typography--heading-md-regular\"> <span class=\"bold\">Akamai</span> Cloud </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Akamai Security",
"headingHtml": "<h2 class=\"bcl-card--product__title bcl-typography--heading-md-regular\"> <span class=\"bold\">Akamai</span> Security </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Akamai to acquire LayerX to enforce AI usage control on any browser",
"headingHtml": "<h2 class=\"bcl-title__text bcl-title--align-left bcl-typography bcl-typography--heading-lg\" itemprop=\"headline\" data-context=\"bcl-title\"> Akamai to acquire LayerX to enforce AI usage control on any browser<br> </h2>",
"firstParagraph": "Akamai + LayerX can secure access to AI tools, agents, and applications, adding a new layer of enterprise protection. The new solution will protect organizations from data loss and insider threats across web applications and SaaS platforms.",
"paragraphHtml": "<p>Akamai + LayerX can secure access to AI tools, agents, and applications, adding a new layer of enterprise protection. The new solution will protect organizations from data loss and insider threats across web applications and SaaS platforms.<br> </p>",
"words": 36,
"direct": false,
"issue": "First paragraph is 36 words and does not look like a concise direct answer."
},
{
"heading": "Akamai to acquire LayerX to enforce AI usage control on any browser",
"headingHtml": "<h2 class=\"bcl-title__text bcl-title--align-left bcl-typography bcl-typography--heading-lg\" itemprop=\"headline\" data-context=\"bcl-title\"> Akamai to acquire LayerX to enforce AI usage control on any browser<br> </h2>",
"firstParagraph": "Akamai + LayerX can secure access to AI tools, agents, and applications, adding a new layer of enterprise protection. The new solution will protect organizations from data loss and insider threats across web applications and SaaS platforms.",
"paragraphHtml": "<p>Akamai + LayerX can secure access to AI tools, agents, and applications, adding a new layer of enterprise protection. The new solution will protect organizations from data loss and insider threats across web applications and SaaS platforms.<br> </p>",
"words": 36,
"direct": false,
"issue": "First paragraph is 36 words and does not look like a concise direct answer."
},
{
"heading": "The State of AI Inference",
"headingHtml": "<h2 class=\"bcl-title__text bcl-title--align-left bcl-typography bcl-typography--heading-xl\" itemprop=\"headline\" data-context=\"bcl-title\"> The State of AI Inference<br> </h2>",
"firstParagraph": "See why the gap between real-time AI requirements and centralized infrastructure is pushing teams toward distributed inference.",
"paragraphHtml": "<p>See why the gap between real-time AI requirements and centralized infrastructure is pushing teams toward distributed inference.<br> </p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "What’s new",
"headingHtml": "<h2 class=\"bcl-title__text bcl-title--align-left bcl-typography bcl-typography--heading-md-semibold\" itemprop=\"headline\" data-context=\"bcl-title\"> What’s new </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "2026 API Security Impact Study",
"headingHtml": "<h3 class=\"bcl-card__title h3\" title=\"2026 API Security Impact Study\"> <span class=\"bcl-card__title-link\" data-context=\"title\">2026 API Security Impact Study</span> </h3>",
"firstParagraph": "A new study of 1,840 security leaders shows 87% suffered API incidents, and 42% cited attacks on APIs linked to AI apps, agents, and LLMs.",
"paragraphHtml": "<p>A new study of 1,840 security leaders shows 87% suffered API incidents, and 42% cited attacks on APIs linked to AI apps, agents, and LLMs.</p>",
"words": 26,
"direct": false,
"issue": "First paragraph is 26 words and does not look like a concise direct answer."
},
{
"heading": "IDC Link: The Dawn of Distributed AI",
"headingHtml": "<h3 class=\"bcl-card__title h3\" title=\"IDC Link: The Dawn of Distributed AI\"> <span class=\"bcl-card__title-link\" data-context=\"title\">IDC Link: The Dawn of Distributed AI</span> </h3>",
"firstParagraph": "Learn how Akamai Inference Cloud decentralizes AI to optimize latency, cost, and resource availability for production workloads.",
"paragraphHtml": "<p>Learn how Akamai Inference Cloud decentralizes AI to optimize latency, cost, and resource availability for production workloads.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "2026 Report: AI Botnets & API Risks in Finance",
"headingHtml": "<h3 class=\"bcl-card__title h3\" title=\"2026 Report: AI Botnets &amp; API Risks in Finance\"> <span class=\"bcl-card__title-link\" data-context=\"title\">2026 Report: AI Botnets & API Risks in Finance</span> </h3>",
"firstParagraph": "Banking absorbed 83% of API attacks in 2025. See how AI-empowered botnets exploit visibility gaps in our exclusive report.",
"paragraphHtml": "<p>Banking absorbed 83% of API attacks in 2025. See how AI-empowered botnets exploit visibility gaps in our exclusive report.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Akamai AI Brand Presence Optimizes Content for AI Search",
"headingHtml": "<h3 class=\"bcl-card__title h3\" title=\"Akamai AI Brand Presence Optimizes Content for AI Search\"> <span class=\"bcl-card__title-link\" data-context=\"title\">Akamai AI Brand Presence Optimizes Content for AI Search</span> </h3>",
"firstParagraph": "AI Brand Presence automatically translates your content for machine comprehension, boosting citations and raising brand visibility in AI-generated results.",
"paragraphHtml": "<p>AI Brand Presence automatically translates your content for machine comprehension, boosting citations and raising brand visibility in AI-generated results.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Maintaining Business Continuity During Global Turmoil",
"headingHtml": "<h3 class=\"bcl-card__title h3\" title=\"Maintaining Business Continuity During Global Turmoil\"> <span class=\"bcl-card__title-link\" data-context=\"title\">Maintaining Business Continuity During Global Turmoil</span> </h3>",
"firstParagraph": "Akamai’s analysis of global traffic reveals a spike in geopolitical cyberattacks since the start of the Iran conflict.",
"paragraphHtml": "<p>Akamai’s analysis of global traffic reveals a spike in geopolitical cyberattacks since the start of the Iran conflict.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Harmonic Moves Cloud Video Workflows to Akamai for Lower Latency and Cost",
"headingHtml": "<h3 class=\"bcl-card__title h3\" title=\"Harmonic Moves Cloud Video Workflows to Akamai for Lower Latency and Cost\"> <span class=\"bcl-card__title-link\" data-context=\"title\">Harmonic Moves Cloud Video Workflows to Akamai for Lower Latency and Cost</span> </h3>",
"firstParagraph": "With VOS®360 on Akamai Cloud, Harmonic gives its customers more control over their workflows, streamlined viewing experiences, and lower operational costs.",
"paragraphHtml": "<p>With VOS<sup>®</sup>360 on Akamai Cloud, Harmonic gives its customers more control over their workflows, streamlined viewing experiences, and lower operational costs.</p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Everywhere you do business, Akamai is there",
"headingHtml": "<h2 class=\"bcl-banner__title bcl-typography--heading-md-semibold\"> Everywhere you do business, Akamai is there </h2>",
"firstParagraph": "Get the performance, reliability, and security your business demands with the world’s most distributed cloud computing platform and edge network.",
"paragraphHtml": "<p>Get the performance, reliability, and security your business demands with the world’s most distributed cloud computing platform and edge network.</p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Build applications anywhere. Secure and scale them everywhere.",
"headingHtml": "<h2 class=\"bcl-title__text bcl-title--align-left bcl-typography bcl-typography--heading-md-semibold\" itemprop=\"headline\" data-context=\"bcl-title\"> Build applications anywhere. Secure and scale them everywhere. </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Cloud computing",
"headingHtml": "<h3 class=\"bcl-card__title h3\" title=\"Cloud computing\"> <span class=\"bcl-card__title-link\" data-context=\"title\">Cloud computing</span> </h3>",
"firstParagraph": "Build powerful applications with flexible and affordable full-stack compute services.",
"paragraphHtml": "<p>Build powerful applications with flexible and affordable full-stack compute services.</p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "Security",
"headingHtml": "<h3 class=\"bcl-card__title h3\" title=\"Security\"> <span class=\"bcl-card__title-link\" data-context=\"title\">Security</span> </h3>",
"firstParagraph": "Secure your applications and data at every touchpoint, without compromising performance.",
"paragraphHtml": "<p>Secure your applications and data at every touchpoint, without compromising performance.</p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "Content delivery",
"headingHtml": "<h3 class=\"bcl-card__title h3\" title=\"Content delivery\"> <span class=\"bcl-card__title-link\" data-context=\"title\">Content delivery</span> </h3>",
"firstParagraph": "Flawlessly deliver apps and experiences closer to your customers, wherever they connect.",
"paragraphHtml": "<p>Flawlessly deliver apps and experiences closer to your customers, wherever they connect.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Ready to get started or have questions?",
"headingHtml": "<h2 class=\"bcl-banner__title bcl-typography--heading-md-semibold\"> Ready to get started or have questions? </h2>",
"firstParagraph": "Contact a sales consultant to learn more.",
"paragraphHtml": "<p>Contact a sales consultant to learn more.</p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 70/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 70/100 and needs improvement.
Needs attention
AEO: Question-led structure
Issue
18 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Question-led structure
Score
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: Question-led structure scored 70/100 and needs improvement.
Evidence
{
"h2Count": 9,
"questionH2s": [
{
"index": 6,
"text": "What’s new",
"isQuestion": true,
"html": "<h2 class=\"bcl-title__text bcl-title--align-left bcl-typography bcl-typography--heading-md-semibold\" itemprop=\"headline\" data-context=\"bcl-title\"> What’s new </h2>"
},
{
"index": 9,
"text": "Ready to get started or have questions?",
"isQuestion": true,
"html": "<h2 class=\"bcl-banner__title bcl-typography--heading-md-semibold\"> Ready to get started or have questions? </h2>"
}
],
"hasFaq": false,
"score": 70,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 85/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 85/100 and needs improvement.
Needs attention
AIO: Page experience for AIO
Issue
1 image(s) are missing width/height attributes. 5 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
85/100
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 85/100 and needs improvement.
Evidence
{
"viewportContent": "width=device-width, initial-scale=1, minimum-scale=1",
"visibleWords": 1034,
"htmlBytes": 182742,
"imagesMissingDimensions": [
{
"src": "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mP8/x8AAwMCAO+ip1sAAAAASUVORK5CYII=",
"width": "",
"height": "",
"loading": "",
"html": "<img alt src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mP8/x8AAwMCAO+ip1sAAAAASUVORK5CYII=\">"
}
],
"possibleDialogs": [
"<div class=\"amp-video-modal\"> <div class=\"modal-background\"></div> <div class=\"modal\" tabindex=\"0\"> <div class=\"amp-video-wrapper modal-trigger\"> <div class=\"image-wrapper\"> <img alt src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mP8/x8AAwMCAO+ip1sAAAAASUVORK5CYII=\"> </div> <a href=\"javascript:void(0);\" aria-label=\"Play video\" class=\"play-btn\"> <span class=\"play-btn-inner\"></span> </a> </div> <button class=\"video-close-button\"><span class=\"akam-visually-hi...",
"<div class=\"modal-background\"></div>",
"<div class=\"modal\" tabindex=\"0\"> <div class=\"amp-video-wrapper modal-trigger\"> <div class=\"image-wrapper\"> <img alt src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mP8/x8AAwMCAO+ip1sAAAAASUVORK5CYII=\"> </div> <a href=\"javascript:void(0);\" aria-label=\"Play video\" class=\"play-btn\"> <span class=\"play-btn-inner\"></span> </a> </div> <button class=\"video-close-button\"><span class=\"akam-visually-hidden\">Close</span></button> <div class=\"amp-video-player\"></div> </...",
"<div class=\"amp-video-wrapper modal-trigger\"> <div class=\"image-wrapper\"> <img alt src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mP8/x8AAwMCAO+ip1sAAAAASUVORK5CYII=\"> </div> <a href=\"javascript:void(0);\" aria-label=\"Play video\" class=\"play-btn\"> <span class=\"play-btn-inner\"></span> </a> </div>",
"<div class=\"video-modal-main\" style=\"height:0; width:0\"> </div>"
],
"score": 85,
"weight": 10
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 83/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 83/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: security, content, delivery, cdn, master, agentic, start, here.
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
83/100
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 83/100 and needs improvement.
Evidence
{
"title": "Cloud Computing, Security, Content Delivery (CDN) | Akamai",
"h1": "How to master agentic AI? Start here.",
"description": "Akamai is the cybersecurity and cloud computing company that powers and protects business online.",
"topicOverlap": 0.3333333333333333,
"definitionCount": 1,
"topicTerms": [
"cloud",
"computing",
"security",
"content",
"delivery",
"cdn",
"akamai",
"master",
"agentic",
"start",
"here"
],
"descriptionTerms": [
"akamai",
"cybersecurity",
"cloud",
"computing",
"company",
"powers",
"protects",
"business",
"online"
],
"missingFromDescription": [
"security",
"content",
"delivery",
"cdn",
"master",
"agentic",
"start",
"here"
],
"score": 83,
"weight": 18
}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: how, benefits, 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": "Akamai Cloud",
"html": "<h2 class=\"bcl-card--product__title bcl-typography--heading-md-regular\"> <span class=\"bold\">Akamai</span> Cloud </h2>"
},
{
"text": "Akamai Security",
"html": "<h2 class=\"bcl-card--product__title bcl-typography--heading-md-regular\"> <span class=\"bold\">Akamai</span> Security </h2>"
},
{
"text": "Akamai to acquire LayerX to enforce AI usage control on any browser",
"html": "<h2 class=\"bcl-title__text bcl-title--align-left bcl-typography bcl-typography--heading-lg\" itemprop=\"headline\" data-context=\"bcl-title\"> Akamai to acquire LayerX to enforce AI usage control on any browser<br> </h2>"
},
{
"text": "Akamai to acquire LayerX to enforce AI usage control on any browser",
"html": "<h2 class=\"bcl-title__text bcl-title--align-left bcl-typography bcl-typography--heading-lg\" itemprop=\"headline\" data-context=\"bcl-title\"> Akamai to acquire LayerX to enforce AI usage control on any browser<br> </h2>"
},
{
"text": "The State of AI Inference",
"html": "<h2 class=\"bcl-title__text bcl-title--align-left bcl-typography bcl-typography--heading-xl\" itemprop=\"headline\" data-context=\"bcl-title\"> The State of AI Inference<br> </h2>"
},
{
"text": "What’s new",
"html": "<h2 class=\"bcl-title__text bcl-title--align-left bcl-typography bcl-typography--heading-md-semibold\" itemprop=\"headline\" data-context=\"bcl-title\"> What’s new </h2>"
},
{
"text": "Everywhere you do business, Akamai is there",
"html": "<h2 class=\"bcl-banner__title bcl-typography--heading-md-semibold\"> Everywhere you do business, Akamai is there </h2>"
},
{
"text": "Build applications anywhere. Secure and scale them everywhere.",
"html": "<h2 class=\"bcl-title__text bcl-title--align-left bcl-typography bcl-typography--heading-md-semibold\" itemprop=\"headline\" data-context=\"bcl-title\"> Build applications anywhere. Secure and scale them everywhere. </h2>"
},
{
"text": "Ready to get started or have questions?",
"html": "<h2 class=\"bcl-banner__title bcl-typography--heading-md-semibold\"> Ready to get started or have questions? </h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Cloud Computing, Security, Content Delivery (...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Cloud Computing, Security, Content Delivery (... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Cloud Computing, Security, Content Delivery (...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Cloud Computing, Security, Content Delivery (... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Cloud Computing, Security, Content Delivery (... compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "how",
"label": "How does Cloud Computing, Security, Content Delivery (... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Cloud Computing, Security, Content Delivery (...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Cloud Computing, Security, Content Delivery (... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Cloud Computing, Security, Content Delivery (... 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": 403,
"contentType": "text/html",
"length": 390
},
{
"path": "/api/context",
"statusCode": 403,
"contentType": "text/html",
"length": 383
},
{
"path": "/context",
"statusCode": 403,
"contentType": "text/html",
"length": 375
}
]
},
"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: how, benefits, 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": "Akamai Cloud",
"html": "<h2 class=\"bcl-card--product__title bcl-typography--heading-md-regular\"> <span class=\"bold\">Akamai</span> Cloud </h2>"
},
{
"text": "Akamai Security",
"html": "<h2 class=\"bcl-card--product__title bcl-typography--heading-md-regular\"> <span class=\"bold\">Akamai</span> Security </h2>"
},
{
"text": "Akamai to acquire LayerX to enforce AI usage control on any browser",
"html": "<h2 class=\"bcl-title__text bcl-title--align-left bcl-typography bcl-typography--heading-lg\" itemprop=\"headline\" data-context=\"bcl-title\"> Akamai to acquire LayerX to enforce AI usage control on any browser<br> </h2>"
},
{
"text": "Akamai to acquire LayerX to enforce AI usage control on any browser",
"html": "<h2 class=\"bcl-title__text bcl-title--align-left bcl-typography bcl-typography--heading-lg\" itemprop=\"headline\" data-context=\"bcl-title\"> Akamai to acquire LayerX to enforce AI usage control on any browser<br> </h2>"
},
{
"text": "The State of AI Inference",
"html": "<h2 class=\"bcl-title__text bcl-title--align-left bcl-typography bcl-typography--heading-xl\" itemprop=\"headline\" data-context=\"bcl-title\"> The State of AI Inference<br> </h2>"
},
{
"text": "What’s new",
"html": "<h2 class=\"bcl-title__text bcl-title--align-left bcl-typography bcl-typography--heading-md-semibold\" itemprop=\"headline\" data-context=\"bcl-title\"> What’s new </h2>"
},
{
"text": "Everywhere you do business, Akamai is there",
"html": "<h2 class=\"bcl-banner__title bcl-typography--heading-md-semibold\"> Everywhere you do business, Akamai is there </h2>"
},
{
"text": "Build applications anywhere. Secure and scale them everywhere.",
"html": "<h2 class=\"bcl-title__text bcl-title--align-left bcl-typography bcl-typography--heading-md-semibold\" itemprop=\"headline\" data-context=\"bcl-title\"> Build applications anywhere. Secure and scale them everywhere. </h2>"
},
{
"text": "Ready to get started or have questions?",
"html": "<h2 class=\"bcl-banner__title bcl-typography--heading-md-semibold\"> Ready to get started or have questions? </h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Cloud Computing, Security, Content Delivery (...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Cloud Computing, Security, Content Delivery (... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Cloud Computing, Security, Content Delivery (...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Cloud Computing, Security, Content Delivery (... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Cloud Computing, Security, Content Delivery (... compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "how",
"label": "How does Cloud Computing, Security, Content Delivery (... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Cloud Computing, Security, Content Delivery (...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Cloud Computing, Security, Content Delivery (... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Cloud Computing, Security, Content Delivery (... 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" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; 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" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; 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": 403,
"contentType": "text/html",
"length": 379,
"validation": {
"valid": false,
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
"compatibleContentType": false,
"contentLength": 368,
"hasRegisterInstructions": false,
"hasProtectedResourceLink": false,
"hasAuthorizationServerLink": false,
"mentionsIdentity": false,
"mentionsCredential": false,
"links": [
"/TITLE",
"/HEAD",
"/H1",
"/P",
"/BODY",
"/HTML"
],
"rawExcerpt": "<HTML><HEAD>\n<TITLE>Access Denied</TITLE>\n</HEAD><BODY>\n<H1>Access Denied</H1>\n \nYou don't have permission to access \"http://www.akamai.com/auth.md\" on this server.<P>\nReference #18.d4d70b17.1780928997.b1265a19\n<P>https://errors.edgesuite.net/18.d4d70b17.1780928997.b1265a19</P>\n</BODY>\n</HTML>\n"
}
},
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; 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": 403,
"contentType": "text/html",
"length": 424,
"text": "<HTML><HEAD>\n<TITLE>Access Denied</TITLE>\n</HEAD><BODY>\n<H1>Access Denied</H1>\n \nYou don't have permission to access \"http://www.akamai.com/.well-known/oauth-protected-resource\" on this server.<P>\nReference #18.d4d70b17.1780928997.b1265b44\n<P>https://errors.edgesuite.net/18.d4d70b17.1780928997.b1265b44</P>\n</BODY>\n</HTML>\n"
},
"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": 403,
"contentType": "text/html",
"length": 426,
"text": "<HTML><HEAD>\n<TITLE>Access Denied</TITLE>\n</HEAD><BODY>\n<H1>Access Denied</H1>\n \nYou don't have permission to access \"http://www.akamai.com/.well-known/oauth-authorization-server\" on this server.<P>\nReference #18.d6d70b17.1780928997.e894c31f\n<P>https://errors.edgesuite.net/18.d6d70b17.1780928997.e894c31f</P>\n</BODY>\n</HTML>\n"
}
},
"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": 6,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "login"
}
]
},
"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": 403,
"contentType": "text/html",
"length": 416
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 403,
"contentType": "text/html",
"length": 426
}
]
},
"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": 6,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "login"
}
]
},
"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": 403,
"contentType": "text/html"
},
"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": "<HTML><HEAD>\n<TITLE>Access Denied</TITLE>\n</HEAD><BODY>\n<H1>Access Denied</H1>\n \nYou don't have permission to access \"http://www.akamai.com/.well-known/oauth-protected-resource\" on this server.<P>\nReference #18.d6d70b17.1780928997.e894b928\n<P>https://errors.edgesuite.net/18.d6d70b17.1780928997.e894b928</P>\n</BODY>\n</HTML>\n"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish resource and authorization_servers as absolute URLs."
},
{
"id": "resource-identity",
"title": "Validate protected resource identity",
"status": "fail",
"evidence": {
"expectedResource": "https://www.akamai.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": 403,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.akamai.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 403,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.akamai.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 403,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.akamai.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": 6,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "login"
}
]
},
"resourceFetchSucceeded": false
}Performance and AccessibilityAccessibilityBrowser audit
Image elements do not have `[alt]` attributes
100 Fail
Performance and AccessibilityAccessibilityBrowser audit
Image elements do not have `[alt]` attributes
Check name
Image elements do not have `[alt]` attributes
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.11/image-alt).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.11/image-alt)."
}Performance and AccessibilityBest PracticesBrowser audit
Issues were logged in the `Issues` panel in Chrome Devtools
100 Fail
Performance and AccessibilityBest PracticesBrowser audit
Issues were logged in the `Issues` panel in Chrome Devtools
Check name
Issues were logged in the `Issues` panel in Chrome Devtools
Score
0/100
Status
fail
Device
desktop
Category
Best Practices
Fix guidance
Issues logged to the `Issues` panel in Chrome Devtools indicate unresolved problems. They can come from network request failures, insufficient security controls, and other browser concerns. Open up the Issues panel in Chrome DevTools for more details on each issue.
Evidence
{
"description": "Issues logged to the `Issues` panel in Chrome Devtools indicate unresolved problems. They can come from network request failures, insufficient security controls, and other browser concerns. Open up the Issues panel in Chrome DevTools for more details on each issue."
}SEOSEOBrowser audit
Image elements do not have `[alt]` attributes
50 Fail
SEOSEOBrowser audit
Image elements do not have `[alt]` attributes
Check name
Image elements do not have `[alt]` attributes
Score
0/100
Status
fail
Device
desktop
Category
SEO
Fix guidance
Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.11/image-alt).
Evidence
{
"description": "Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.11/image-alt)."
}SEOSEOBrowser audit
Links are not crawlable
50 Fail
SEOSEOBrowser audit
Links are not crawlable
Check name
Links are not crawlable
Score
0/100
Status
fail
Device
desktop
Category
SEO
Fix guidance
Search engines may use `href` attributes on links to crawl websites. Ensure that the `href` attribute of anchor elements links to an appropriate destination, so more pages of the site can be discovered. [Learn how to make links crawlable](https://support.google.com/webmasters/answer/9112205)
Evidence
{
"description": "Search engines may use `href` attributes on links to crawl websites. Ensure that the `href` attribute of anchor elements links to an appropriate destination, so more pages of the site can be discovered. [Learn how to make links crawlable](https://support.google.com/webmasters/answer/9112205)"
}Performance and AccessibilityPerformanceBrowser audit
LCP breakdown
17 Fail
Performance and AccessibilityPerformanceBrowser audit
LCP breakdown
Check name
LCP breakdown
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Each [subpart has specific improvement strategies](https://developer.chrome.com/docs/performance/insights/lcp-breakdown). Ideally, most of the LCP time should be spent on loading the resources, not within delays.
References
https://web.dev/learn/performance/Evidence
{
"description": "Each [subpart has specific improvement strategies](https://developer.chrome.com/docs/performance/insights/lcp-breakdown). Ideally, most of the LCP time should be spent on loading the resources, not within delays."
}Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
17 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
Check name
Reduce JavaScript execution time
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
2.5 s
Fix guidance
Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "2.5 s",
"description": "Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).",
"numericValue": 2450.440999999987
}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 797 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 797 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 2,723 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 2,723 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": 2788432
}Performance and AccessibilityPerformanceBrowser audit
Minify CSS
8 Warning
Performance and AccessibilityPerformanceBrowser audit
Minify CSS
Check name
Minify CSS
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 5 KiB
Fix guidance
Minifying CSS files can reduce network payload sizes. [Learn how to minify CSS](https://developer.chrome.com/docs/lighthouse/performance/unminified-css/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 5 KiB",
"description": "Minifying CSS files can reduce network payload sizes. [Learn how to minify CSS](https://developer.chrome.com/docs/lighthouse/performance/unminified-css/).",
"numericValue": 0
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
7 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
61/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Review the grouped loading performance checks and improve the failing sub-checks listed in evidence.
References
https://web.dev/learn/performance/Evidence
{
"checks": [
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 76,
"displayValue": "1.6 s",
"numericValue": 1633.7581449163154
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 41,
"displayValue": "280 ms",
"numericValue": 279.0000000000002
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 32,
"displayValue": "5.5 s",
"numericValue": 5542.220183597752
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 100,
"displayValue": "0.4 s",
"numericValue": 444.0129522478751
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "40 ms",
"numericValue": 40.44617999999999
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 170 ms",
"numericValue": 173
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 10,
"displayValue": "800 ms",
"numericValue": 799.5000000000007
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 27,
"displayValue": "3.0 s",
"numericValue": 3000.179178117137
}
]
}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 |
|---|---|---|---|
| 52/100 | Level 3, Bot-Aware | Current report |