Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 38 out of 100
- Agent Ease of Use 10 out of 100
- Security & Trust 100 out of 100
- GEO, AIO and AEO 77 out of 100
- SEO 100 out of 100
- Performance and Accessibility 92 out of 100
What AI sees of your website
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 38 | Priority fix | 7 | 15 | 1 | View details |
| Discoverability | 67 | Needs work | 5 | 4 | 0 | View details |
| Content Readiness | 38 | Priority fix | 2 | 7 | 1 | View details |
| Bot Access Control | 0 | Priority fix | 0 | 4 | 0 | View details |
| Agent Ease of Use | 10 | Priority fix | 6 | 29 | 1 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 7 | 0 | View details |
| MCP | 25 | Priority fix | 2 | 6 | 0 | View details |
| Skill Discovery | 5 | Priority fix | 0 | 10 | 1 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 77 | Mostly ready | 7 | 2 | 11 | View details |
| GEO Readiness | 84 | Mostly ready | 2 | 0 | 4 | |
| AIO Readiness | 83 | Mostly ready | 4 | 1 | 2 | View details |
| AEO Readiness | 66 | Needs work | 1 | 1 | 5 | View details |
| SEO | 100 | Strong | 11 | 0 | 0 | |
| SEO | 100 | Strong | 11 | 0 | 0 | |
| Security & Trust | 100 | Strong | 9 | 0 | 0 | |
| Security & Trust | 100 | Strong | 5 | 0 | 0 | |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 92 | Strong | 20 | 4 | 1 | View details |
| Performance | 90 | Strong | 14 | 3 | 1 | View details |
| Accessibility | 95 | Strong | 6 | 1 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
40 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": 404,
"contentType": "text/html; charset=UTF-8"
},
"issue": "The API catalog endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/api-catalog."
},
{
"id": "validate",
"title": "Validate RFC 9727 linkset",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "\n<!DOCTYPE html>\n<html lang=\"en-US\">\n<head>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=EDGE\"/>\n <meta charset=\"UTF-8\"/>\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n <link rel=\"profile\" href=\"http://gmpg.org/xfn/11\"/>\n <link rel=\"pingback\" href=\"https://www.hackreactor.com/xmlrpc.php\"/>\n \n <script async src='https://obseu.kingofbzcc.com/i/ff486bff70209f890f86b166e7aff55e.js' class='ct_clicktrue'></script>\n <script async src='https://www.clickcease.com/monitor/stat.js'>\n </script>\n <meta name='robots' content='noindex, follow' />\n\n<!-- Google Tag Manager for WordPress by gtm4wp.com -->\n<script data-cfasync=\"false\" data-pagespeed-no-defer>\n\tvar gtm4wp_datalayer_name = \"dataLayer\";\n\tvar dataLayer = d"
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
50 Fail
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
Needs attention
Link headers
Issue
No useful agent discovery Link headers were found.
Why it matters
Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.
Check name
Link headers
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Include Link response headers for agent discovery using RFC 8288.
Result
Link headers failed at "Find useful Link headers".
Validation steps
Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.
Evidence
{
"failedStep": "presence",
"steps": [
{
"id": "presence",
"title": "Find useful Link headers",
"status": "fail",
"evidence": {
"links": [
{
"url": "https://www.hackreactor.com/wp-json/",
"rel": "https://api.w.org/",
"type": "application/json"
}
]
},
"issue": "No useful agent discovery Link headers were found.",
"howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
},
{
"id": "target-validation",
"title": "Fetch same-origin Link header targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin Link header targets were available to fetch."
}
]
},
"issue": "Link headers did not expose any same-origin targets to validate.",
"howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
}
]
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
Needs attention
OpenAPI discovery
Issue
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=UTF-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery failed at "Find valid OpenAPI document".
Validation steps
Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=UTF-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Find valid OpenAPI document",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "\n<!DOCTYPE html>\n<html lang=\"en-US\">\n<head>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=EDGE\"/>\n <meta charset=\"UTF-8\"/>\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n <link rel=\"profile\" href=\"http://gmpg.org/xfn/11\"/>\n <link rel=\"pingback\" href=\"https://www.hackreactor.com/xmlrpc.php\"/>\n \n <script async src='https://obseu.kingofbzcc.com/i/ff486bff70209f890f86b166e7aff55e.js' class='ct_clicktrue'></script>\n <script async src='https://www.clickcease.com/monitor/stat.js'>\n </script>\n <meta name='robots' content='noindex, follow' />\n\n<!-- Google Tag Manager for WordPress by gtm4wp.com -->\n<script data-cfasync=\"false\" data-pagespeed-no-defer>\n\tvar gtm4wp_datalayer_name = \"dataLayer\";\n\tvar dataLayer = d"
},
{
"path": "/openapi.yaml",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "\n<!DOCTYPE html>\n<html lang=\"en-US\">\n<head>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=EDGE\"/>\n <meta charset=\"UTF-8\"/>\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n <link rel=\"profile\" href=\"http://gmpg.org/xfn/11\"/>\n <link rel=\"pingback\" href=\"https://www.hackreactor.com/xmlrpc.php\"/>\n \n <script async src='https://obseu.kingofbzcc.com/i/ff486bff70209f890f86b166e7aff55e.js' class='ct_clicktrue'></script>\n <script async src='https://www.clickcease.com/monitor/stat.js'>\n </script>\n <meta name='robots' content='noindex, follow' />\n\n<!-- Google Tag Manager for WordPress by gtm4wp.com -->\n<script data-cfasync=\"false\" data-pagespeed-no-defer>\n\tvar gtm4wp_datalayer_name = \"dataLayer\";\n\tvar dataLayer = d"
},
{
"path": "/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "\n<!DOCTYPE html>\n<html lang=\"en-US\">\n<head>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=EDGE\"/>\n <meta charset=\"UTF-8\"/>\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n <link rel=\"profile\" href=\"http://gmpg.org/xfn/11\"/>\n <link rel=\"pingback\" href=\"https://www.hackreactor.com/xmlrpc.php\"/>\n \n <script async src='https://obseu.kingofbzcc.com/i/ff486bff70209f890f86b166e7aff55e.js' class='ct_clicktrue'></script>\n <script async src='https://www.clickcease.com/monitor/stat.js'>\n </script>\n <meta name='robots' content='noindex, follow' />\n\n<!-- Google Tag Manager for WordPress by gtm4wp.com -->\n<script data-cfasync=\"false\" data-pagespeed-no-defer>\n\tvar gtm4wp_datalayer_name = \"dataLayer\";\n\tvar dataLayer = d"
},
{
"path": "/swagger.yaml",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "\n<!DOCTYPE html>\n<html lang=\"en-US\">\n<head>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=EDGE\"/>\n <meta charset=\"UTF-8\"/>\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n <link rel=\"profile\" href=\"http://gmpg.org/xfn/11\"/>\n <link rel=\"pingback\" href=\"https://www.hackreactor.com/xmlrpc.php\"/>\n \n <script async src='https://obseu.kingofbzcc.com/i/ff486bff70209f890f86b166e7aff55e.js' class='ct_clicktrue'></script>\n <script async src='https://www.clickcease.com/monitor/stat.js'>\n </script>\n <meta name='robots' content='noindex, follow' />\n\n<!-- Google Tag Manager for WordPress by gtm4wp.com -->\n<script data-cfasync=\"false\" data-pagespeed-no-defer>\n\tvar gtm4wp_datalayer_name = \"dataLayer\";\n\tvar dataLayer = d"
},
{
"path": "/api/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "\n<!DOCTYPE html>\n<html lang=\"en-US\">\n<head>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=EDGE\"/>\n <meta charset=\"UTF-8\"/>\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n <link rel=\"profile\" href=\"http://gmpg.org/xfn/11\"/>\n <link rel=\"pingback\" href=\"https://www.hackreactor.com/xmlrpc.php\"/>\n \n <script async src='https://obseu.kingofbzcc.com/i/ff486bff70209f890f86b166e7aff55e.js' class='ct_clicktrue'></script>\n <script async src='https://www.clickcease.com/monitor/stat.js'>\n </script>\n <meta name='robots' content='noindex, follow' />\n\n<!-- Google Tag Manager for WordPress by gtm4wp.com -->\n<script data-cfasync=\"false\" data-pagespeed-no-defer>\n\tvar gtm4wp_datalayer_name = \"dataLayer\";\n\tvar dataLayer = d"
},
{
"path": "/api/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "\n<!DOCTYPE html>\n<html lang=\"en-US\">\n<head>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=EDGE\"/>\n <meta charset=\"UTF-8\"/>\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n <link rel=\"profile\" href=\"http://gmpg.org/xfn/11\"/>\n <link rel=\"pingback\" href=\"https://www.hackreactor.com/xmlrpc.php\"/>\n \n <script async src='https://obseu.kingofbzcc.com/i/ff486bff70209f890f86b166e7aff55e.js' class='ct_clicktrue'></script>\n <script async src='https://www.clickcease.com/monitor/stat.js'>\n </script>\n <meta name='robots' content='noindex, follow' />\n\n<!-- Google Tag Manager for WordPress by gtm4wp.com -->\n<script data-cfasync=\"false\" data-pagespeed-no-defer>\n\tvar gtm4wp_datalayer_name = \"dataLayer\";\n\tvar dataLayer = d"
},
{
"path": "/docs/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "\n<!DOCTYPE html>\n<html lang=\"en-US\">\n<head>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=EDGE\"/>\n <meta charset=\"UTF-8\"/>\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n <link rel=\"profile\" href=\"http://gmpg.org/xfn/11\"/>\n <link rel=\"pingback\" href=\"https://www.hackreactor.com/xmlrpc.php\"/>\n \n <script async src='https://obseu.kingofbzcc.com/i/ff486bff70209f890f86b166e7aff55e.js' class='ct_clicktrue'></script>\n <script async src='https://www.clickcease.com/monitor/stat.js'>\n </script>\n <meta name='robots' content='noindex, follow' />\n\n<!-- Google Tag Manager for WordPress by gtm4wp.com -->\n<script data-cfasync=\"false\" data-pagespeed-no-defer>\n\tvar gtm4wp_datalayer_name = \"dataLayer\";\n\tvar dataLayer = d"
}
]
},
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
50 Fail
AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
Needs attention
Organization / WebSite schema
Issue
Neither Organization nor WebSite schema types were found in JSON-LD.
Why it matters
Organization and WebSite schema help agents identify the publisher, canonical site identity, logo, and related profiles for attribution.
Check name
Organization / WebSite schema
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Identify the site owner and website entity in structured data.
Result
Organization / WebSite schema is missing or incomplete.
Evidence
{
"found": [],
"allTypes": [
"LocalBusiness",
"SiteNavigationElement"
]
}AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
Needs attention
AI bot rules in robots.txt
Issue
No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.
Why it matters
Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.
Check name
AI bot rules in robots.txt
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.
Result
AI bot rules in robots.txt is missing or incomplete.
Evidence
{
"expectedBots": [
"GPTBot",
"ChatGPT-User",
"ClaudeBot",
"Claude-Web",
"Anthropic-AI",
"Google-Extended",
"PerplexityBot",
"CCBot",
"Applebot-Extended",
"Meta-ExternalAgent",
"Bytespider",
"Amazonbot",
"Cohere-AI"
],
"configuredBots": []
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
Needs attention
Content Signal
Issue
No Content Signal found in robots.txt
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
33 Fail
Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
Needs attention
MCP Server Card
Issue
MCP Server Card was not found at the expected path.
Why it matters
MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.
Check name
MCP Server Card
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Publish an MCP Server Card for agent discovery.
Result
MCP Server Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
MCP Server Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 115564
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 115564
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 115564
}
]
},
"issue": "MCP Server Card was not found at the expected path.",
"howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
}
]
}Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
33 Fail
Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
Needs attention
mcp.json
Issue
mcp.json was not found at the expected path.
Why it matters
MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.
Check name
mcp.json
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.
Result
mcp.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
mcp.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 116483
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 115564
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 115564
}
]
},
"issue": "mcp.json was not found at the expected path.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
33 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
Needs attention
Web Bot Auth request signing
Issue
Web Bot Auth request signing was not found at the expected path.
Why it matters
Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.
Check name
Web Bot Auth request signing
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.
Result
Web Bot Auth request signing failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Web Bot Auth request signing was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/http-message-signatures-directory",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 115564
}
]
},
"issue": "Web Bot Auth request signing was not found at the expected path.",
"howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
}
]
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
33 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
Needs attention
WebMCP manifest
Issue
WebMCP manifest was not found at the expected path.
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
0/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Fetch to find resource".
Validation steps
Fetch to find resource
WebMCP manifest was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 115564
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 116483
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 116483
}
]
},
"issue": "WebMCP manifest was not found at the expected path.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
25 Fail
AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
Needs attention
llms.txt
Issue
llms.txt was not found at the expected path.
Why it matters
llms.txt gives language-model clients a concise, curated summary of important site context and links before they crawl broadly.
Check name
llms.txt
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Emerging recommendation
Goal
Publish llms.txt to summarize agent-readable site guidance.
Result
llms.txt failed at "Fetch to find resource".
Validation steps
Fetch to find resource
llms.txt was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/llms.txt",
"statusCode": 404,
"contentType": "text/html",
"length": 146
},
{
"path": "/llms-full.txt",
"statusCode": 404,
"contentType": "text/html",
"length": 146
}
]
},
"issue": "llms.txt was not found at the expected path.",
"howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
Needs attention
Markdown negotiation
Issue
Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
Markdown content type
Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "Accept-Encoding, Accept-Encoding, Accept-Encoding, Accept-Encoding,Cookie".
Structured Markdown body
Markdown response is missing a heading.
Evidence
{
"failedStep": "content-type",
"steps": [
{
"id": "content-type",
"title": "Markdown content type",
"status": "fail",
"evidence": {
"statusCode": 200,
"contentType": "text/html; charset=UTF-8"
},
"issue": "Content-Type \"text/html; charset=UTF-8\" does not indicate Markdown when requested with Accept: text/markdown.",
"howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
},
{
"id": "vary-accept",
"title": "Vary: Accept header",
"status": "fail",
"evidence": {
"vary": "Accept-Encoding, Accept-Encoding, Accept-Encoding, Accept-Encoding,Cookie"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"Accept-Encoding, Accept-Encoding, Accept-Encoding, Accept-Encoding,Cookie\".",
"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": 20711,
"excerpt": "<!DOCTYPE html>\n<html lang=\"en-US\">\n<head><meta charset=\"UTF-8\"/><script>if(navigator.userAgent.match(/MSIE|Internet Explorer/i)||navigator.userAgent.match(/Trident\\/7\\..*?rv:11/i)){var href=document.location.href;if(!href.match(/[?&]nowpro",
"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: skipped heading levels.
Details
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": true,
"nav": true,
"footer": true,
"meaningfulH1": true,
"headingOrder": false,
"accessibleLinks": true,
"accessibleButtons": true,
"imageAltCoverage": true,
"formAutocompleteCoverage": true,
"details": {
"inaccessibleLinks": [],
"inaccessibleButtons": [],
"missingAutocompleteInputs": [],
"imagesMissingAlt": [],
"skippedHeadingLevels": [
"h1: Learn to Code for the AI-Powered Workforce",
"h4: Hack Reactor Coding Bootcamps teach the mindset and tools that the modern workforce demands, including AI for enhanced learning and productivity. Zero coding experience required; career coaching included.",
"h2: Coding Bootcamps that Leverage the Power of AI",
"h3: Embracing AI; Emphasizing Fundamentals",
"h3: Innovative Curriculum",
"h3: Career Coaching & Hiring Partners",
"h3: Supportive Community",
"h2: Find the Right Bootcamp for You",
"h3: Full-Time Beginner Bootcamp",
"h3: Part-Time Beginner Bootcamp",
"h3: Empower Your Future: Code with AI",
"h2: Coding Bootcamp Scholarships",
"h3: Represent Tech",
"h3: Merit Scholarships",
"h6: Alumni Success Stories",
"h2: How Our Graduates Are Excelling in New Careers",
"h2: Attend an Upcoming Coding Bootcamp Open House",
"h2: Beginner Full-Time Coding Bootcamp Info Sessions",
"h2: Become a Software Engineer, Transform Your Career!"
]
},
"counts": {
"h1": 1,
"headings": 19,
"links": 161,
"inaccessibleLinks": 0,
"buttons": 33,
"inaccessibleButtons": 0,
"images": 56,
"imagesWithAlt": 56,
"autocompleteInputs": 0,
"inputsWithAutocomplete": 0,
"missingAutocompleteInputs": 0
}
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
Needs attention
A2A Agent Card
Issue
A2A Agent Card was not found at the expected path.
Why it matters
A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.
Check name
A2A Agent Card
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent card so A2A-compatible clients can discover capabilities.
Result
A2A Agent Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
A2A Agent Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 115564
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 115564
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 116483
}
]
},
"issue": "A2A Agent Card was not found at the expected path.",
"howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
Needs attention
Agent Skills index
Issue
Agent Skills index was not found at the expected path.
Why it matters
An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.
Check name
Agent Skills index
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Agent Skills index was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 115564
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 115564
}
]
},
"issue": "Agent Skills index was not found at the expected path.",
"howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
Needs attention
agent.json
Issue
agent.json was not found at the expected path.
Why it matters
agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.
Check name
agent.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.
Result
agent.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agent.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 115564
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 116483
}
]
},
"issue": "agent.json was not found at the expected path.",
"howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
}
]
}Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
Needs attention
agents.json
Issue
agents.json was not found at the expected path.
Why it matters
agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.
Check name
agents.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Informational
Goal
Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.
Result
agents.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agents.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 115564
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 116483
}
]
},
"issue": "agents.json was not found at the expected path.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
19 Warning
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
Needs attention
Content freshness signals
Issue
Content freshness signals are incomplete: missing Last-Modified HTTP header; missing dateModified/datePublished in JSON-LD.
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
25/100
Status
warning
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is partially implemented.
Evidence
{
"lastModified": null,
"schemaDates": [],
"metaDateCount": 1,
"timeDateCount": 0
}Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
15 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Needs attention
DNS-AID Agent Discovery
Issue
No DNS-AID entrypoint records were found under _agents.
Why it matters
DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.
Check name
DNS-AID Agent Discovery
Score
25/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.
Result
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Validation steps
Resolve DNS-AID SVCB/HTTPS records
No DNS-AID entrypoint records were found under _agents.
Validate alpn and endpoint parameters
Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.
Check DNSSEC material
DNSSEC material was not visible for the hostname or parent zone from this resolver.
Evidence
{
"failedStep": "svcb-https-records",
"steps": [
{
"id": "svcb-https-records",
"title": "Resolve DNS-AID SVCB/HTTPS records",
"status": "fail",
"evidence": {
"hostname": "www.hackreactor.com",
"probes": [
{
"name": "_index._agents.www.hackreactor.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.www.hackreactor.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.hackreactor.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
},
{
"name": "hackreactor.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.
13 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
Needs attention
AIO: Source and trust signals
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Source and trust signals
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Source and trust signals scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://www.hackreactor.com/about/",
"text": "About",
"html": "<a class=\"mega-menu-link\" href=\"https://www.hackreactor.com/about/\">About</a>"
},
{
"href": "https://www.hackreactor.com/admissions-process/",
"text": "Admissions ProcessLearn more about the process to enroll at Hack Reactor.",
"html": "<a class=\"mega-menu-link\" href=\"https://www.hackreactor.com/admissions-process/\"><span class=\"mega-description-group\"><span class=\"mega-menu-title\">Admissions Process</span><span class=\"mega-menu-description\">Learn more about the process to enroll at Hack Reactor.</span></span></a>"
},
{
"href": "https://www.hackreactor.com/admissions-process/",
"text": "Admissions ProcessLearn more about the process to enroll at Hack Reactor.",
"html": "<a class=\"mega-menu-link\" href=\"https://www.hackreactor.com/admissions-process/\"><span class=\"mega-description-group\"><span class=\"mega-menu-title\">Admissions Process</span><span class=\"mega-menu-description\">Learn more about the process to enroll at Hack Reactor.</span></span></a>"
},
{
"href": "https://www.hackreactor.com/resources/navigating-the-software-engineering-career-path/",
"text": "Navigating the Software Engineering Career PathLearn more about what to expect for your career trajectory as a software developer.",
"html": "<a class=\"mega-menu-link\" href=\"https://www.hackreactor.com/resources/navigating-the-software-engineering-career-path/\"><span class=\"mega-description-group\"><span class=\"mega-menu-title\">Navigating the Software Engineering Career Path</span><span class=\"mega-menu-description\">Learn more about what to expect for your career trajectory as a software developer.</span></span></a>"
},
{
"href": "https://www.hackreactor.com/about/",
"text": "About",
"html": "<a title=\"About\" href=\"https://www.hackreactor.com/about/\" class=\"nav-link\">About</a>"
},
{
"href": "https://www.hackreactor.com/financing-options/coding-bootcamp-scholarships/",
"text": "Learn about our Scholarships",
"html": "<a class=\"btn-primary\" href=\"https://www.hackreactor.com/financing-options/coding-bootcamp-scholarships/\">Learn about our Scholarships</a>"
},
{
"href": "https://www.linkedin.com/company/hack-reactor",
"text": "Hack Reactor LinkedIn",
"html": "<a href=\"https://www.linkedin.com/company/hack-reactor\" target=\"_blank\" class=\"nav-link\"> <i class=\"fab fa-linkedin-in\" aria-hidden=\"true\"></i> <span class=\"sr-only\">Hack Reactor LinkedIn</span> </a>"
}
],
"contactLinks": [
{
"href": "https://www.hackreactor.com/resources/contact/",
"text": "Contact",
"html": "<a href=\"https://www.hackreactor.com/resources/contact/\">Contact</a>"
},
{
"href": "https://www.hackreactor.com/resources/contact/",
"text": "Contact",
"html": "<a href=\"https://www.hackreactor.com/resources/contact/\">Contact</a>"
}
],
"privacyLinks": [
{
"href": "https://www.galvanize.com/privacy/",
"text": "Privacy Policy",
"html": "<a href=\"https://www.galvanize.com/privacy/\">Privacy Policy</a>"
},
{
"href": "/terms-of-use/",
"text": "Terms of Use",
"html": "<a href=\"/terms-of-use/\">Terms of Use</a>"
},
{
"href": "https://www.galvanize.com/privacy/",
"text": "Privacy Policy",
"html": "<a href=\"https://www.galvanize.com/privacy/\">Privacy Policy</a>"
},
{
"href": "https://www.galvanize.com/terms-of-use/",
"text": "Terms of Use",
"html": "<a href=\"https://www.galvanize.com/terms-of-use/\">Terms of Use</a>"
}
],
"score": 40,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
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": "https://www.hackreactor.com/about/",
"text": "About",
"html": "<a class=\"mega-menu-link\" href=\"https://www.hackreactor.com/about/\">About</a>"
},
{
"href": "https://www.hackreactor.com/admissions-process/",
"text": "Admissions ProcessLearn more about the process to enroll at Hack Reactor.",
"html": "<a class=\"mega-menu-link\" href=\"https://www.hackreactor.com/admissions-process/\"><span class=\"mega-description-group\"><span class=\"mega-menu-title\">Admissions Process</span><span class=\"mega-menu-description\">Learn more about the process to enroll at Hack Reactor.</span></span></a>"
},
{
"href": "https://www.hackreactor.com/admissions-process/",
"text": "Admissions ProcessLearn more about the process to enroll at Hack Reactor.",
"html": "<a class=\"mega-menu-link\" href=\"https://www.hackreactor.com/admissions-process/\"><span class=\"mega-description-group\"><span class=\"mega-menu-title\">Admissions Process</span><span class=\"mega-menu-description\">Learn more about the process to enroll at Hack Reactor.</span></span></a>"
},
{
"href": "https://www.hackreactor.com/resources/navigating-the-software-engineering-career-path/",
"text": "Navigating the Software Engineering Career PathLearn more about what to expect for your career trajectory as a software developer.",
"html": "<a class=\"mega-menu-link\" href=\"https://www.hackreactor.com/resources/navigating-the-software-engineering-career-path/\"><span class=\"mega-description-group\"><span class=\"mega-menu-title\">Navigating the Software Engineering Career Path</span><span class=\"mega-menu-description\">Learn more about what to expect for your career trajectory as a software developer.</span></span></a>"
},
{
"href": "https://www.hackreactor.com/about/",
"text": "About",
"html": "<a title=\"About\" href=\"https://www.hackreactor.com/about/\" class=\"nav-link\">About</a>"
},
{
"href": "https://www.hackreactor.com/financing-options/coding-bootcamp-scholarships/",
"text": "Learn about our Scholarships",
"html": "<a class=\"btn-primary\" href=\"https://www.hackreactor.com/financing-options/coding-bootcamp-scholarships/\">Learn about our Scholarships</a>"
},
{
"href": "https://www.linkedin.com/company/hack-reactor",
"text": "Hack Reactor LinkedIn",
"html": "<a href=\"https://www.linkedin.com/company/hack-reactor\" target=\"_blank\" class=\"nav-link\"> <i class=\"fab fa-linkedin-in\" aria-hidden=\"true\"></i> <span class=\"sr-only\">Hack Reactor LinkedIn</span> </a>"
}
],
"contactLinks": [
{
"href": "https://www.hackreactor.com/resources/contact/",
"text": "Contact",
"html": "<a href=\"https://www.hackreactor.com/resources/contact/\">Contact</a>"
},
{
"href": "https://www.hackreactor.com/resources/contact/",
"text": "Contact",
"html": "<a href=\"https://www.hackreactor.com/resources/contact/\">Contact</a>"
}
],
"privacyLinks": [
{
"href": "https://www.galvanize.com/privacy/",
"text": "Privacy Policy",
"html": "<a href=\"https://www.galvanize.com/privacy/\">Privacy Policy</a>"
},
{
"href": "/terms-of-use/",
"text": "Terms of Use",
"html": "<a href=\"/terms-of-use/\">Terms of Use</a>"
},
{
"href": "https://www.galvanize.com/privacy/",
"text": "Privacy Policy",
"html": "<a href=\"https://www.galvanize.com/privacy/\">Privacy Policy</a>"
},
{
"href": "https://www.galvanize.com/terms-of-use/",
"text": "Terms of Use",
"html": "<a href=\"https://www.galvanize.com/terms-of-use/\">Terms of Use</a>"
}
],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
Needs attention
AEO: Answer-first sections
Issue
14 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": 16,
"passing": 2,
"failing": [
{
"heading": "Coding Bootcamps that Leverage the Power of AI",
"headingHtml": "<h2>Coding Bootcamps that Leverage the Power of AI</h2>",
"firstParagraph": "We’ve helped 14,000+ graduates launch software engineering careers using an evolving curriculum taught by industry-experienced instructors who know how to balance changing technologies, AI developments, and the all-important fundamentals. Students get 1:1 career coaching to prepare them for the workforce.",
"paragraphHtml": "<p class=\"intro-text\">We’ve helped 14,000+ graduates launch software engineering careers using an evolving curriculum taught by industry-experienced instructors who know how to balance changing technologies, AI developments, and the all-important fundamentals. Students get 1:1 career coaching to prepare them for the workforce.</p>",
"words": 43,
"direct": false,
"issue": "First paragraph is 43 words and does not look like a concise direct answer."
},
{
"heading": "Embracing AI; Emphasizing Fundamentals",
"headingHtml": "<h3 class=\"h4\">Embracing AI; Emphasizing Fundamentals</h3>",
"firstParagraph": "AI can accelerate your workflow, but it can’t replace human capabilities like critical thinking and creativity. That’s why our program emphasizes foundational knowledge, while helping you use AI to explore complex topics like algorithms, learning new frameworks, debugging strategies, exploring alternate solutions, a...",
"paragraphHtml": "<p>AI can accelerate your workflow, but it can’t replace human capabilities like critical thinking and creativity. That’s why our program emphasizes foundational knowledge, while helping you use AI to explore complex topics like algorithms, learning new frameworks, debugging strategies, exploring alternate solutions, and more. You’ll learn how to use prompts to unpack tough concepts, and then explain them in your own code. You’ll be building software alongside othe...",
"words": 84,
"direct": false,
"issue": "First paragraph is 84 words and does not look like a concise direct answer."
},
{
"heading": "Innovative Curriculum",
"headingHtml": "<h3 class=\"h4\">Innovative Curriculum</h3>",
"firstParagraph": "Through a curriculum that we adapt to the needs of the market, our Beginner Coding Bootcamp students learn in-demand tech, coding, and AI skills. They graduate ready to launch new careers in the tech sector, contributing to software engineering teams from day one.",
"paragraphHtml": "<p>Through a curriculum that we adapt to the needs of the market, our Beginner Coding Bootcamp students learn in-demand tech, coding, and AI skills. They graduate ready to launch new careers in the tech sector, contributing to software engineering teams from day one.</p>",
"words": 43,
"direct": false,
"issue": "First paragraph is 43 words and does not look like a concise direct answer."
},
{
"heading": "Supportive Community",
"headingHtml": "<h3 class=\"h4\">Supportive Community</h3>",
"firstParagraph": "You’ll have access to a supportive and passionate community of students, instructors, staff, and alumni.",
"paragraphHtml": "<p>You’ll have access to a supportive and passionate community of students, instructors, staff, and <a href=\"https://www.hackreactor.com/alumni-network/\">alumni</a>.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Full-Time Beginner Bootcamp",
"headingHtml": "<h3 class=\"h2\" style=\"text-align: center;\">Full-Time Beginner Bootcamp</h3>",
"firstParagraph": "16 weeks, live online. No coding experience needed.",
"paragraphHtml": "<p class=\"intro-text\" style=\"text-align: center;\">16 weeks, live online. No coding experience needed.</p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "Part-Time Beginner Bootcamp",
"headingHtml": "<h3 class=\"h2\" style=\"text-align: center;\">Part-Time Beginner Bootcamp</h3>",
"firstParagraph": "30 weeks, live online. No coding experience needed.",
"paragraphHtml": "<p class=\"intro-text\" style=\"text-align: center;\">30 weeks, live online. No coding experience needed.</p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "Empower Your Future: Code with AI",
"headingHtml": "<h3><span style=\"font-family: Poppins, sans-serif; font-size: 1.75rem; font-weight: 600; letter-spacing: -0.015625rem;\">Empower Your Future: Code with AI</span></h3>",
"firstParagraph": "In our full-time beginner coding bootcamp, you’ll learn how to use AI responsibly, confidently, and effectively. We’ll teach you practical techniques that employers expect, and the judgment to know when to rely on AI so you graduate ready for modern software engineering roles.",
"paragraphHtml": "<p><span style=\"font-size: 1rem; letter-spacing: -0.015625rem;\">In our </span><a style=\"font-size: 1rem; letter-spacing: -0.015625rem;\" href=\"https://www.hackreactor.com/online-coding-bootcamp/beginner-coding-bootcamp/\">full-time beginner coding bootcamp</a><span style=\"font-size: 1rem; letter-spacing: -0.015625rem;\">, you’ll learn how to use AI responsibly, confidently, and effectively. We’ll teach you practical techniques that employers expect, and the judgment to know when to...",
"words": 45,
"direct": false,
"issue": "First paragraph is 45 words and does not look like a concise direct answer."
},
{
"heading": "Coding Bootcamp Scholarships",
"headingHtml": "<h2>Coding Bootcamp Scholarships</h2>",
"firstParagraph": "We believe tech education should be accessible to all. Through our Merit and Represent Tech scholarships, we seek to transform careers.",
"paragraphHtml": "<p>We believe tech education should be accessible to all. Through our Merit and Represent Tech scholarships, we seek to transform careers.</p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Represent Tech",
"headingHtml": "<h3>Represent Tech</h3>",
"firstParagraph": "Through Represent Tech, we’re proud to offer full-tuition scholarships for our Beginner Coding Bootcamp.",
"paragraphHtml": "<p>Through Represent Tech, we’re proud to offer <a href=\"https://www.hackreactor.com/financing-options/coding-bootcamp-scholarships/\">full-tuition scholarships</a> for our Beginner Coding Bootcamp.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Merit Scholarships",
"headingHtml": "<h3>Merit Scholarships</h3>",
"firstParagraph": "Our Merit Scholarship is available to all Hack Reactor bootcamp applicants.",
"paragraphHtml": "<p>Our <a href=\"https://www.hackreactor.com/financing-options/coding-bootcamp-scholarships/\">Merit Scholarship</a> is available to all Hack Reactor bootcamp applicants.</p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "How Our Graduates Are Excelling in New Careers",
"headingHtml": "<h2>How Our Graduates Are Excelling in New Careers</h2>",
"firstParagraph": "Our 14,000+ alumni work at companies across industries and come from a wide variety of backgrounds. Read their inspiring stories.",
"paragraphHtml": "<p>Our 14,000+ alumni work at companies across industries and come from a wide variety of backgrounds. Read their inspiring stories.</p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Attend an Upcoming Coding Bootcamp Open House",
"headingHtml": "<h2>Attend an Upcoming Coding Bootcamp Open House</h2>",
"firstParagraph": "RSVP to learn what to expect from our 16-week beginner bootcamp.",
"paragraphHtml": "<p>RSVP to learn what to expect from our 16-week beginner bootcamp.</p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "Beginner Full-Time Coding Bootcamp Info Sessions",
"headingHtml": "<h2 class=\"h3\"><a href=\"https://www.eventbrite.com/e/19-week-software-engineering-immersive-info-session-tickets-204156436397?aff=ebdsoporgprofile\" target=\"_blank\" rel=\"noopener\">Beginner Full-Time Coding Bootcamp Info Sessions</a></h2>",
"firstParagraph": "Hosted Online Weekly",
"paragraphHtml": "<p><strong>Hosted Online Weekly </strong></p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Become a Software Engineer, Transform Your Career!",
"headingHtml": "<h2>Become a Software Engineer, Transform Your Career!</h2>",
"firstParagraph": "To learn more, sign up for an info session or schedule a 1:1 Q&A with an Enrollment Advisor to learn about our bootcamps.",
"paragraphHtml": "<p class=\"intro-text\">To learn more, sign up for an info session or schedule a 1:1 Q&A with an Enrollment Advisor to learn about our bootcamps.</p>",
"words": 25,
"direct": false,
"issue": "First paragraph is 25 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
3 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
14 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": 16,
"passing": 2,
"failing": [
{
"heading": "Coding Bootcamps that Leverage the Power of AI",
"headingHtml": "<h2>Coding Bootcamps that Leverage the Power of AI</h2>",
"firstParagraph": "We’ve helped 14,000+ graduates launch software engineering careers using an evolving curriculum taught by industry-experienced instructors who know how to balance changing technologies, AI developments, and the all-important fundamentals. Students get 1:1 career coaching to prepare them for the workforce.",
"paragraphHtml": "<p class=\"intro-text\">We’ve helped 14,000+ graduates launch software engineering careers using an evolving curriculum taught by industry-experienced instructors who know how to balance changing technologies, AI developments, and the all-important fundamentals. Students get 1:1 career coaching to prepare them for the workforce.</p>",
"words": 43,
"direct": false,
"issue": "First paragraph is 43 words and does not look like a concise direct answer."
},
{
"heading": "Embracing AI; Emphasizing Fundamentals",
"headingHtml": "<h3 class=\"h4\">Embracing AI; Emphasizing Fundamentals</h3>",
"firstParagraph": "AI can accelerate your workflow, but it can’t replace human capabilities like critical thinking and creativity. That’s why our program emphasizes foundational knowledge, while helping you use AI to explore complex topics like algorithms, learning new frameworks, debugging strategies, exploring alternate solutions, a...",
"paragraphHtml": "<p>AI can accelerate your workflow, but it can’t replace human capabilities like critical thinking and creativity. That’s why our program emphasizes foundational knowledge, while helping you use AI to explore complex topics like algorithms, learning new frameworks, debugging strategies, exploring alternate solutions, and more. You’ll learn how to use prompts to unpack tough concepts, and then explain them in your own code. You’ll be building software alongside othe...",
"words": 84,
"direct": false,
"issue": "First paragraph is 84 words and does not look like a concise direct answer."
},
{
"heading": "Innovative Curriculum",
"headingHtml": "<h3 class=\"h4\">Innovative Curriculum</h3>",
"firstParagraph": "Through a curriculum that we adapt to the needs of the market, our Beginner Coding Bootcamp students learn in-demand tech, coding, and AI skills. They graduate ready to launch new careers in the tech sector, contributing to software engineering teams from day one.",
"paragraphHtml": "<p>Through a curriculum that we adapt to the needs of the market, our Beginner Coding Bootcamp students learn in-demand tech, coding, and AI skills. They graduate ready to launch new careers in the tech sector, contributing to software engineering teams from day one.</p>",
"words": 43,
"direct": false,
"issue": "First paragraph is 43 words and does not look like a concise direct answer."
},
{
"heading": "Supportive Community",
"headingHtml": "<h3 class=\"h4\">Supportive Community</h3>",
"firstParagraph": "You’ll have access to a supportive and passionate community of students, instructors, staff, and alumni.",
"paragraphHtml": "<p>You’ll have access to a supportive and passionate community of students, instructors, staff, and <a href=\"https://www.hackreactor.com/alumni-network/\">alumni</a>.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Full-Time Beginner Bootcamp",
"headingHtml": "<h3 class=\"h2\" style=\"text-align: center;\">Full-Time Beginner Bootcamp</h3>",
"firstParagraph": "16 weeks, live online. No coding experience needed.",
"paragraphHtml": "<p class=\"intro-text\" style=\"text-align: center;\">16 weeks, live online. No coding experience needed.</p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "Part-Time Beginner Bootcamp",
"headingHtml": "<h3 class=\"h2\" style=\"text-align: center;\">Part-Time Beginner Bootcamp</h3>",
"firstParagraph": "30 weeks, live online. No coding experience needed.",
"paragraphHtml": "<p class=\"intro-text\" style=\"text-align: center;\">30 weeks, live online. No coding experience needed.</p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "Empower Your Future: Code with AI",
"headingHtml": "<h3><span style=\"font-family: Poppins, sans-serif; font-size: 1.75rem; font-weight: 600; letter-spacing: -0.015625rem;\">Empower Your Future: Code with AI</span></h3>",
"firstParagraph": "In our full-time beginner coding bootcamp, you’ll learn how to use AI responsibly, confidently, and effectively. We’ll teach you practical techniques that employers expect, and the judgment to know when to rely on AI so you graduate ready for modern software engineering roles.",
"paragraphHtml": "<p><span style=\"font-size: 1rem; letter-spacing: -0.015625rem;\">In our </span><a style=\"font-size: 1rem; letter-spacing: -0.015625rem;\" href=\"https://www.hackreactor.com/online-coding-bootcamp/beginner-coding-bootcamp/\">full-time beginner coding bootcamp</a><span style=\"font-size: 1rem; letter-spacing: -0.015625rem;\">, you’ll learn how to use AI responsibly, confidently, and effectively. We’ll teach you practical techniques that employers expect, and the judgment to know when to...",
"words": 45,
"direct": false,
"issue": "First paragraph is 45 words and does not look like a concise direct answer."
},
{
"heading": "Coding Bootcamp Scholarships",
"headingHtml": "<h2>Coding Bootcamp Scholarships</h2>",
"firstParagraph": "We believe tech education should be accessible to all. Through our Merit and Represent Tech scholarships, we seek to transform careers.",
"paragraphHtml": "<p>We believe tech education should be accessible to all. Through our Merit and Represent Tech scholarships, we seek to transform careers.</p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Represent Tech",
"headingHtml": "<h3>Represent Tech</h3>",
"firstParagraph": "Through Represent Tech, we’re proud to offer full-tuition scholarships for our Beginner Coding Bootcamp.",
"paragraphHtml": "<p>Through Represent Tech, we’re proud to offer <a href=\"https://www.hackreactor.com/financing-options/coding-bootcamp-scholarships/\">full-tuition scholarships</a> for our Beginner Coding Bootcamp.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Merit Scholarships",
"headingHtml": "<h3>Merit Scholarships</h3>",
"firstParagraph": "Our Merit Scholarship is available to all Hack Reactor bootcamp applicants.",
"paragraphHtml": "<p>Our <a href=\"https://www.hackreactor.com/financing-options/coding-bootcamp-scholarships/\">Merit Scholarship</a> is available to all Hack Reactor bootcamp applicants.</p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "How Our Graduates Are Excelling in New Careers",
"headingHtml": "<h2>How Our Graduates Are Excelling in New Careers</h2>",
"firstParagraph": "Our 14,000+ alumni work at companies across industries and come from a wide variety of backgrounds. Read their inspiring stories.",
"paragraphHtml": "<p>Our 14,000+ alumni work at companies across industries and come from a wide variety of backgrounds. Read their inspiring stories.</p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Attend an Upcoming Coding Bootcamp Open House",
"headingHtml": "<h2>Attend an Upcoming Coding Bootcamp Open House</h2>",
"firstParagraph": "RSVP to learn what to expect from our 16-week beginner bootcamp.",
"paragraphHtml": "<p>RSVP to learn what to expect from our 16-week beginner bootcamp.</p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "Beginner Full-Time Coding Bootcamp Info Sessions",
"headingHtml": "<h2 class=\"h3\"><a href=\"https://www.eventbrite.com/e/19-week-software-engineering-immersive-info-session-tickets-204156436397?aff=ebdsoporgprofile\" target=\"_blank\" rel=\"noopener\">Beginner Full-Time Coding Bootcamp Info Sessions</a></h2>",
"firstParagraph": "Hosted Online Weekly",
"paragraphHtml": "<p><strong>Hosted Online Weekly </strong></p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Become a Software Engineer, Transform Your Career!",
"headingHtml": "<h2>Become a Software Engineer, Transform Your Career!</h2>",
"firstParagraph": "To learn more, sign up for an info session or schedule a 1:1 Q&A with an Enrollment Advisor to learn about our bootcamps.",
"paragraphHtml": "<p class=\"intro-text\">To learn more, sign up for an info session or schedule a 1:1 Q&A with an Enrollment Advisor to learn about our bootcamps.</p>",
"words": 25,
"direct": false,
"issue": "First paragraph is 25 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 75/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 75/100 and needs improvement.
Needs attention
GEO: Extraction-friendly structure
Issue
Missing extraction signals: optional top summary / TL;DR / key takeaways block, table with <thead> only if the page already has tabular/comparative data, ordered list only if the page explains a workflow/process, optional visible FAQ or FAQPage schema.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Extraction-friendly structure
Score
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: Extraction-friendly structure scored 75/100 and needs improvement.
Evidence
{
"hasSummary": false,
"tableCount": 3,
"tablesWithHead": 0,
"tablesMissingThead": [
"<table style=\"border-collapse: collapse; width: 100%; height: 144px;\"> <tbody> <tr style=\"height: 144px;\"> <td style=\"width: 42.6893%; height: 144px;\"><img decoding=\"async\" class src=\"https://assets-global.website-files.com/5dcc7f8c449e597ed83356b8/647660d5c9b4aae9b0cbaf98_CareerKarmaBadge-2023.webp\" alt=\"Software Engineering Coding Bootcamp - App Academy\" width=\"164\" height=\"131\"></td> <td style=\"width: 57.3107%; height: 144px;\"><img decoding=\"async\" class=\"alignnone wp-image-414603\" src=\"ht...",
"<table style=\"border-collapse: collapse; width: 100%; height: 144px;\"> <tbody> <tr style=\"height: 144px;\"> <td style=\"width: 34.8117%; height: 144px;\"><img decoding=\"async\" class src=\"https://d92mrp7hetgfk.cloudfront.net/images/sites/SU/2023_SU_OG_badges_BestBootcamps_V2-01/original.png?1679592267\" alt=\"2023 Best Coding Bootcamps in NYC | Switchup\" width=\"134\" height=\"146\"></td> <td style=\"width: 65.1883%; height: 144px;\"><img decoding=\"async\" class=\"alignnone wp-image-414603\" src=\"https://ww...",
"<table style=\"border-collapse: collapse; width: 100%; height: 148px;\"> <tbody> <tr style=\"height: 148px;\"> <td style=\"width: 45.903%; height: 148px;\"><img decoding=\"async\" class=\"alignnone size-medium wp-image-422957\" src=\"https://www.hackreactor.com/wp-content/uploads/2025/01/Course-Report-Best-Coding-Bootcamps-Badge-2025-768x476.png\" alt=\"Course Report Best Coding Bootcamps Badge 2025\" width=\"300\" height=\"186\" srcset=\"https://www.hackreactor.com/wp-content/uploads/2025/01/Course-Report-Best..."
],
"orderedLists": 0,
"hasFaq": false,
"definitionPatterns": 5,
"schemaBlocks": 2,
"missingSignals": [
"optional top summary / TL;DR / key takeaways block",
"table with <thead> only if the page already has tabular/comparative data",
"ordered list only if the page explains a workflow/process",
"optional visible FAQ or FAQPage schema"
],
"score": 75,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 81/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 81/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: hack, reactor, code, powered, workforce.
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
81/100
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 81/100 and needs improvement.
Evidence
{
"title": "Hack Reactor Coding Bootcamps",
"h1": "Learn to Code for the AI-Powered Workforce",
"description": "In our software engineer coding bootcamps, you’ll learn from experienced instructors and graduate into an active, global alumni community that spans the globe.",
"topicOverlap": 0.375,
"topicTerms": [
"hack",
"reactor",
"coding",
"bootcamps",
"learn",
"code",
"powered",
"workforce"
],
"descriptionTerms": [
"software",
"engineer",
"coding",
"bootcamps",
"learn",
"experienced",
"instructors",
"graduate",
"into",
"active",
"global",
"alumni",
"community",
"spans",
"globe"
],
"missingFromDescription": [
"hack",
"reactor",
"code",
"powered",
"workforce"
],
"score": 81,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
Needs attention
GEO: Explanatory content depth
Issue
5 explanatory paragraph(s) could be stronger for citation or AI extraction.
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": 5,
"citablePassages": 0,
"failingCandidateParagraphs": [
{
"index": 18,
"heading": "H2: Coding Bootcamps that Leverage the Power of AI",
"text": "We’ve helped 14,000+ graduates launch software engineering careers using an evolving curriculum taught by industry-experienced instructors who know how to balance changing technologies, AI developments, and the all-important fundamentals. Students get 1:1 career coaching to prepare them for the workforce.",
"words": 43,
"hasEvidence": true,
"reasons": [
"Too short for a citation-ready passage (43 words; target 80-220)."
],
"html": "<p class=\"intro-text\">We’ve helped 14,000+ graduates launch software engineering careers using an evolving curriculum taught by industry-experienced instructors who know how to balance changing technologies, AI developments, and the all-important fundamentals. Students get 1:1 career coaching to prepare them for the workforce.</p>"
},
{
"index": 20,
"heading": "H3: Embracing AI; Emphasizing Fundamentals",
"text": "AI can accelerate your workflow, but it can’t replace human capabilities like critical thinking and creativity. That’s why our program emphasizes foundational knowledge, while helping you use AI to explore complex topics like algorithms, learning new frameworks, debugging strategies, exploring alternate solutions, and more. You’ll learn how to use prompts to unpack tough concepts, and then explain them in your own...",
"words": 84,
"hasEvidence": false,
"reasons": [
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p>AI can accelerate your workflow, but it can’t replace human capabilities like critical thinking and creativity. That’s why our program emphasizes foundational knowledge, while helping you use AI to explore complex topics like algorithms, learning new frameworks, debugging strategies, exploring alternate solutions, and more. You’ll learn how to use prompts to unpack tough concepts, and then explain them in your own code. You’ll be building software alongside othe..."
},
{
"index": 21,
"heading": "H3: Innovative Curriculum",
"text": "Through a curriculum that we adapt to the needs of the market, our Beginner Coding Bootcamp students learn in-demand tech, coding, and AI skills. They graduate ready to launch new careers in the tech sector, contributing to software engineering teams from day one.",
"words": 43,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (43 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p>Through a curriculum that we adapt to the needs of the market, our Beginner Coding Bootcamp students learn in-demand tech, coding, and AI skills. They graduate ready to launch new careers in the tech sector, contributing to software engineering teams from day one.</p>"
},
{
"index": 27,
"heading": "H3: Empower Your Future: Code with AI",
"text": "In our full-time beginner coding bootcamp, you’ll learn how to use AI responsibly, confidently, and effectively. We’ll teach you practical techniques that employers expect, and the judgment to know when to rely on AI so you graduate ready for modern software engineering roles.",
"words": 45,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (45 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p><span style=\"font-size: 1rem; letter-spacing: -0.015625rem;\">In our </span><a style=\"font-size: 1rem; letter-spacing: -0.015625rem;\" href=\"https://www.hackreactor.com/online-coding-bootcamp/beginner-coding-bootcamp/\">full-time beginner coding bootcamp</a><span style=\"font-size: 1rem; letter-spacing: -0.015625rem;\">, you’ll learn how to use AI responsibly, confidently, and effectively. We’ll teach you practical techniques that employers expect, and the judgment to know when to..."
},
{
"index": 38,
"heading": "H2: Beginner Full-Time Coding Bootcamp Info Sessions",
"text": "Learn what to expect from our 16-week coding bootcamp for those with zero to beginner-level coding skills. The beginner curriculum is jam-packed to help you become a full-stack expert in JavaScript, Python, SQL, CSS and HTML. You’ll also leave with a competitive advantage in AI proficiency, specifically with GitHub Copilot.",
"words": 51,
"hasEvidence": true,
"reasons": [
"Too short for a citation-ready passage (51 words; target 80-220)."
],
"html": "<p>Learn what to expect from our 16-week coding bootcamp for those with zero to beginner-level coding skills. The beginner curriculum is jam-packed to help you become a full-stack expert in JavaScript, Python, SQL, CSS and HTML. You’ll also leave with a competitive advantage in AI proficiency, specifically with GitHub Copilot.</p>"
}
],
"citableParagraphs": [],
"score": 75,
"weight": 18
}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
14 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": 7,
"questionH2s": [
{
"index": 4,
"text": "How Our Graduates Are Excelling in New Careers",
"isQuestion": true,
"html": "<h2>How Our Graduates Are Excelling in New Careers</h2>"
}
],
"hasFaq": false,
"score": 70,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 84/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 84/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: hack, reactor, code, powered, workforce.
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
84/100
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 84/100 and needs improvement.
Evidence
{
"title": "Hack Reactor Coding Bootcamps",
"h1": "Learn to Code for the AI-Powered Workforce",
"description": "In our software engineer coding bootcamps, you’ll learn from experienced instructors and graduate into an active, global alumni community that spans the globe.",
"topicOverlap": 0.375,
"definitionCount": 5,
"topicTerms": [
"hack",
"reactor",
"coding",
"bootcamps",
"learn",
"code",
"powered",
"workforce"
],
"descriptionTerms": [
"software",
"engineer",
"coding",
"bootcamps",
"learn",
"experienced",
"instructors",
"graduate",
"into",
"active",
"global",
"alumni",
"community",
"spans",
"globe"
],
"missingFromDescription": [
"hack",
"reactor",
"code",
"powered",
"workforce"
],
"score": 84,
"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: what, 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": "Coding Bootcamps that Leverage the Power of AI",
"html": "<h2>Coding Bootcamps that Leverage the Power of AI</h2>"
},
{
"text": "Find the Right Bootcamp for You",
"html": "<h2>Find the Right Bootcamp for You</h2>"
},
{
"text": "Coding Bootcamp Scholarships",
"html": "<h2>Coding Bootcamp Scholarships</h2>"
},
{
"text": "How Our Graduates Are Excelling in New Careers",
"html": "<h2>How Our Graduates Are Excelling in New Careers</h2>"
},
{
"text": "Attend an Upcoming Coding Bootcamp Open House",
"html": "<h2>Attend an Upcoming Coding Bootcamp Open House</h2>"
},
{
"text": "Beginner Full-Time Coding Bootcamp Info Sessions",
"html": "<h2 class=\"h3\"><a href=\"https://www.eventbrite.com/e/19-week-software-engineering-immersive-info-session-tickets-204156436397?aff=ebdsoporgprofile\" target=\"_blank\" rel=\"noopener\">Beginner Full-Time Coding Bootcamp Info Sessions</a></h2>"
},
{
"text": "Become a Software Engineer, Transform Your Career!",
"html": "<h2>Become a Software Engineer, Transform Your Career!</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Hack Reactor Coding Bootcamps?",
"pattern": {}
},
{
"id": "how",
"label": "How does Hack Reactor Coding Bootcamps work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Hack Reactor Coding Bootcamps?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Hack Reactor Coding Bootcamps free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Hack Reactor Coding Bootcamps compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Hack Reactor Coding Bootcamps?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Hack Reactor Coding Bootcamps free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Hack Reactor Coding Bootcamps compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Informational
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Needs attention
AI context endpoint
Issue
AI context endpoint is informational for this page.
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
100/100
Status
informational
Category
API
Maturity
Emerging recommendation
Goal
Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.
Result
AI context endpoint is informational for this page.
Validation steps
Fetch to find resource
AI context endpoint was not found at the expected path.
Evidence
{
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/ai/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 116483
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 116483
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 116483
}
]
},
"issue": "AI context endpoint was not found at the expected path.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Needs attention
AIO: Query intent coverage
Issue
Missing likely AI Overview intent sections: what, 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": "Coding Bootcamps that Leverage the Power of AI",
"html": "<h2>Coding Bootcamps that Leverage the Power of AI</h2>"
},
{
"text": "Find the Right Bootcamp for You",
"html": "<h2>Find the Right Bootcamp for You</h2>"
},
{
"text": "Coding Bootcamp Scholarships",
"html": "<h2>Coding Bootcamp Scholarships</h2>"
},
{
"text": "How Our Graduates Are Excelling in New Careers",
"html": "<h2>How Our Graduates Are Excelling in New Careers</h2>"
},
{
"text": "Attend an Upcoming Coding Bootcamp Open House",
"html": "<h2>Attend an Upcoming Coding Bootcamp Open House</h2>"
},
{
"text": "Beginner Full-Time Coding Bootcamp Info Sessions",
"html": "<h2 class=\"h3\"><a href=\"https://www.eventbrite.com/e/19-week-software-engineering-immersive-info-session-tickets-204156436397?aff=ebdsoporgprofile\" target=\"_blank\" rel=\"noopener\">Beginner Full-Time Coding Bootcamp Info Sessions</a></h2>"
},
{
"text": "Become a Software Engineer, Transform Your Career!",
"html": "<h2>Become a Software Engineer, Transform Your Career!</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Hack Reactor Coding Bootcamps?",
"pattern": {}
},
{
"id": "how",
"label": "How does Hack Reactor Coding Bootcamps work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Hack Reactor Coding Bootcamps?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Hack Reactor Coding Bootcamps free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Hack Reactor Coding Bootcamps compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Hack Reactor Coding Bootcamps?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Hack Reactor Coding Bootcamps free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Hack Reactor Coding Bootcamps compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Needs attention
Auth.md Agent Registration
Issue
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=UTF-8" is not Markdown or text/plain; missing 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; charset=UTF-8" 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": 404,
"contentType": "text/html; charset=UTF-8",
"length": 116483,
"validation": {
"valid": false,
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing 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": 108313,
"hasRegisterInstructions": false,
"hasProtectedResourceLink": false,
"hasAuthorizationServerLink": false,
"mentionsIdentity": false,
"mentionsCredential": false,
"links": [
"http://gmpg.org/xfn/11\"/>",
"https://www.hackreactor.com/xmlrpc.php\"/>",
"https://obseu.kingofbzcc.com/i/ff486bff70209f890f86b166e7aff55e.js'",
"/script",
"https://www.clickcease.com/monitor/stat.js'>",
"/script",
"/script",
"https://yoast.com/product/yoast-seo-wordpress/",
"/title",
"//cdn.jsdelivr.net'"
],
"rawExcerpt": "\n<!DOCTYPE html>\n<html lang=\"en-US\">\n<head>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=EDGE\"/>\n <meta charset=\"UTF-8\"/>\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n <link rel=\"profile\" href=\"http://gmpg.org/xfn/11\"/>\n <link rel=\"pingback\" href=\"https://www.hackreactor.com/xmlrpc.php\"/>\n \n <script async src='https://obseu.kingofbzcc.com/i/ff486bff70209f890f86b166e7aff55e.js' class='ct_clicktrue'></script>\n <script async src='https://www.clickcease.com/monitor/stat.js'>\n </script>\n <meta name='robots' content='noindex, follow' />\n\n<!-- Google Tag Manager for WordPress by gtm4wp.com -->\n<script data-cfasync=\"false\" data-pagespeed-no-defer>\n\tvar gtm4wp_datalayer_name = \"dataLayer\";\n\tvar dataLayer = d"
}
},
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing 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": 404,
"contentType": "text/html; charset=UTF-8",
"length": 115564,
"text": "\n<!DOCTYPE html>\n<html lang=\"en-US\">\n<head>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=EDGE\"/>\n <meta charset=\"UTF-8\"/>\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n <link rel=\"profile\" href=\"http://gmpg.org/xfn/11\"/>\n <link rel=\"pingback\" href=\"https://www.hackreactor.com/xmlrpc.php\"/>\n \n <script async src='https://obseu.kingofbzcc.com/i/ff486bff70209f890f86b166e7aff55e.js' class='ct_clicktrue'></script>\n <script async src='https://www.clickcease.com/monitor/stat.js'>\n </script>\n <meta name='robots' content='noindex, follow' />\n\n<!-- Google Tag Manager for WordPress by gtm4wp.com -->\n<script data-cfasync=\"false\" data-pagespeed-no-defer>\n\tvar gtm4wp_datalayer_name = \"dataLayer\";\n\tvar dataLayer = dataLayer || [];\n</script>\n<!-- End Google Tag Manager for WordPress by gtm4wp.com -->\n\t<!-- This site is optimized with the Yoast SEO plugin v27.8 - https://yoast.com/product/yoast-seo-wordpress/ -->\n\t<title>Page not found | Hack Reactor</title>\n\t<meta property=\"og:locale\" content=\"en_US\" />\n\t<meta property=\"og:title\" content=\"Page not found | Hack Reactor\" />\n\t<meta property=\"og:site_name\" content=\"Hack Reactor\" />\n\t<!-- / Yoast SEO plugin. -->\n\n\n<link rel='dns-prefetch' href='//cdn.jsdelivr.net' />\n<link rel='dns-prefetch' href='//use.fontawesome.com' />\n<link rel='dns-prefetch' href='//fonts.googleapis.com' />\n<link href='https://fonts.gstatic.com' crossorigin rel='preconnect' />\n<link rel=\"alternate\" type=\"application/rss+xml\" title=\"Hack Reactor » Feed\" href=\"https://www.hackreactor.com/feed/\" />\n<link rel=\"alternate\" type=\"application/rss+xml\" title=\"Hack Reactor » Comments Feed\" href=\"https://www.hackreactor.com/comments/feed/\" />\n<style id='wp-img-auto-sizes-contain-inline-css' type='text/css'>\nimg:is([sizes=auto i],[sizes^=\"auto,\" i]){contain-intrinsic-size:3000px 1500px}\n/*# sourceURL=wp-img-auto-sizes-contain-inline-css */\n</style>\n<style id='wp-emoji-styles-inline-css' type='text/css'>\n\n\timg.wp-smiley, img.emoji {\n\t\tdisplay: inline !important;\n\t\tborder: none !important;\n\t\tbox-shadow: none !important;\n\t\theight: 1em !important;\n\t\twidth: 1em !important;\n\t\tmargin: 0 0.07em !important;\n\t\tvertical-align: -0.1em !important;\n\t\tbackground: none !important;\n\t\tpadding: 0 !important;\n\t}\n/*# sourceURL=wp-emoji-styles-inline-css */\n</style>\n<style id='classic-theme-styles-inline-css' type='text/css'>\n/*! This file is auto-generated */\n.wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none}\n/*# sourceURL=/wp-includes/css/classic-themes.min.css */\n</style>\n<style id='global-styles-inline-css' type='text/css'>\n:root{--wp--preset--aspect-ratio--square: 1;--wp--preset--aspect-ratio--4-3: 4/3;--wp--preset--aspect-ratio--3-4: 3/4;--wp--preset--aspect-ratio--3-2: 3/2;--wp--preset--aspect-ratio--2-3: 2/3;--wp--preset--aspect-ratio--16-9: 16/9;--wp--preset--aspect-ratio--9-16: 9/16;--wp--preset--color--black: #000000;--wp--preset--color--cyan-bluish-gray: #abb8c3;--wp--preset--color--white: #ffffff;--wp--preset--color--pale-pink: #f78da7;--wp--preset--color--vivid-red: #cf2e2e;--wp--preset--color--luminous-vivid-orange: #ff6900;--wp--preset--color--luminous-vivid-amber: #fcb900;--wp--preset--color--light-green-cyan: #7bdcb5;--wp--preset--color--vivid-green-cyan: #00d084;--wp--preset--color--pale-cyan-blue: #8ed1fc;--wp--preset--color--vivid-cyan-blue: #0693e3;--wp--preset--color--vivid-purple: #9b51e0;--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple: linear-gradient(135deg,rgb(6,147,227) 0%,rgb(155,81,224) 100%);--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan: linear-gradient(135deg,rgb(122,220,180) 0%,rgb(0,208,130) 100%);--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange: linear-gradient(135deg,rgb(252,18"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
},
{
"id": "agent-auth-block",
"title": "Validate agent_auth authorization metadata",
"status": "fail",
"evidence": {
"valid": false,
"issue": "OAuth authorization server metadata could not be fetched.",
"fetch": {
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 115564,
"text": "\n<!DOCTYPE html>\n<html lang=\"en-US\">\n<head>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=EDGE\"/>\n <meta charset=\"UTF-8\"/>\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n <link rel=\"profile\" href=\"http://gmpg.org/xfn/11\"/>\n <link rel=\"pingback\" href=\"https://www.hackreactor.com/xmlrpc.php\"/>\n \n <script async src='https://obseu.kingofbzcc.com/i/ff486bff70209f890f86b166e7aff55e.js' class='ct_clicktrue'></script>\n <script async src='https://www.clickcease.com/monitor/stat.js'>\n </script>\n <meta name='robots' content='noindex, follow' />\n\n<!-- Google Tag Manager for WordPress by gtm4wp.com -->\n<script data-cfasync=\"false\" data-pagespeed-no-defer>\n\tvar gtm4wp_datalayer_name = \"dataLayer\";\n\tvar dataLayer = dataLayer || [];\n</script>\n<!-- End Google Tag Manager for WordPress by gtm4wp.com -->\n\t<!-- This site is optimized with the Yoast SEO plugin v27.8 - https://yoast.com/product/yoast-seo-wordpress/ -->\n\t<title>Page not found | Hack Reactor</title>\n\t<meta property=\"og:locale\" content=\"en_US\" />\n\t<meta property=\"og:title\" content=\"Page not found | Hack Reactor\" />\n\t<meta property=\"og:site_name\" content=\"Hack Reactor\" />\n\t<!-- / Yoast SEO plugin. -->\n\n\n<link rel='dns-prefetch' href='//cdn.jsdelivr.net' />\n<link rel='dns-prefetch' href='//use.fontawesome.com' />\n<link rel='dns-prefetch' href='//fonts.googleapis.com' />\n<link href='https://fonts.gstatic.com' crossorigin rel='preconnect' />\n<link rel=\"alternate\" type=\"application/rss+xml\" title=\"Hack Reactor » Feed\" href=\"https://www.hackreactor.com/feed/\" />\n<link rel=\"alternate\" type=\"application/rss+xml\" title=\"Hack Reactor » Comments Feed\" href=\"https://www.hackreactor.com/comments/feed/\" />\n<style id='wp-img-auto-sizes-contain-inline-css' type='text/css'>\nimg:is([sizes=auto i],[sizes^=\"auto,\" i]){contain-intrinsic-size:3000px 1500px}\n/*# sourceURL=wp-img-auto-sizes-contain-inline-css */\n</style>\n<style id='wp-emoji-styles-inline-css' type='text/css'>\n\n\timg.wp-smiley, img.emoji {\n\t\tdisplay: inline !important;\n\t\tborder: none !important;\n\t\tbox-shadow: none !important;\n\t\theight: 1em !important;\n\t\twidth: 1em !important;\n\t\tmargin: 0 0.07em !important;\n\t\tvertical-align: -0.1em !important;\n\t\tbackground: none !important;\n\t\tpadding: 0 !important;\n\t}\n/*# sourceURL=wp-emoji-styles-inline-css */\n</style>\n<style id='classic-theme-styles-inline-css' type='text/css'>\n/*! This file is auto-generated */\n.wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none}\n/*# sourceURL=/wp-includes/css/classic-themes.min.css */\n</style>\n<style id='global-styles-inline-css' type='text/css'>\n:root{--wp--preset--aspect-ratio--square: 1;--wp--preset--aspect-ratio--4-3: 4/3;--wp--preset--aspect-ratio--3-4: 3/4;--wp--preset--aspect-ratio--3-2: 3/2;--wp--preset--aspect-ratio--2-3: 2/3;--wp--preset--aspect-ratio--16-9: 16/9;--wp--preset--aspect-ratio--9-16: 9/16;--wp--preset--color--black: #000000;--wp--preset--color--cyan-bluish-gray: #abb8c3;--wp--preset--color--white: #ffffff;--wp--preset--color--pale-pink: #f78da7;--wp--preset--color--vivid-red: #cf2e2e;--wp--preset--color--luminous-vivid-orange: #ff6900;--wp--preset--color--luminous-vivid-amber: #fcb900;--wp--preset--color--light-green-cyan: #7bdcb5;--wp--preset--color--vivid-green-cyan: #00d084;--wp--preset--color--pale-cyan-blue: #8ed1fc;--wp--preset--color--vivid-cyan-blue: #0693e3;--wp--preset--color--vivid-purple: #9b51e0;--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple: linear-gradient(135deg,rgb(6,147,227) 0%,rgb(155,81,224) 100%);--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan: linear-gradient(135deg,rgb(122,220,180) 0%,rgb(0,208,130) 100%);--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange: linear-gradient(135deg,rgb(252,18"
}
},
"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": 12,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "login"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign up"
},
{
"source": "visible-text",
"weight": 3,
"match": "signup"
}
]
},
"resourceFetchSucceeded": false
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Needs attention
IndexNow key
Issue
IndexNow key is informational for this page.
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Needs attention
OAuth / OIDC discovery
Issue
OAuth / OIDC discovery was not found at the expected path.
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/openid-configuration",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 115564
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 115564
}
]
},
"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": 12,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "login"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign up"
},
{
"source": "visible-text",
"weight": 3,
"match": "signup"
}
]
},
"resourceFetchSucceeded": false
}Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Needs attention
OAuth Protected Resource
Issue
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Why it matters
Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.
Check name
OAuth Protected Resource
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.
Result
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Validation steps
Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource JSON."
},
{
"id": "metadata",
"title": "Validate protected resource metadata",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "\n<!DOCTYPE html>\n<html lang=\"en-US\">\n<head>\n <meta http-equiv=\"X-UA-Compatible\" content=\"IE=EDGE\"/>\n <meta charset=\"UTF-8\"/>\n <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n <link rel=\"profile\" href=\"http://gmpg.org/xfn/11\"/>\n <link rel=\"pingback\" href=\"https://www.hackreactor.com/xmlrpc.php\"/>\n \n <script async src='https://obseu.kingofbzcc.com/i/ff486bff70209f890f86b166e7aff55e.js' class='ct_clicktrue'></script>\n <script async src='https://www.clickcease.com/monitor/stat.js'>\n </script>\n <meta name='robots' content='noindex, follow' />\n\n<!-- Google Tag Manager for WordPress by gtm4wp.com -->\n<script data-cfasync=\"false\" data-pagespeed-no-defer>\n\tvar gtm4wp_datalayer_name = \"dataLayer\";\n\tvar dataLayer = d"
},
"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.hackreactor.com"
},
"issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
"howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
},
{
"id": "protected-route-challenge",
"title": "Probe protected API Bearer challenge",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/admin/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.hackreactor.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.hackreactor.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.hackreactor.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": 12,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "login"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign up"
},
{
"source": "visible-text",
"weight": 3,
"match": "signup"
}
]
},
"resourceFetchSucceeded": false
}Performance and AccessibilityAccessibilityBrowser audit
Elements with visible text labels do not have matching accessible names.
100 Fail
Performance and AccessibilityAccessibilityBrowser audit
Elements with visible text labels do not have matching accessible names.
Check name
Elements with visible text labels do not have matching accessible names.
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Visible text labels that do not match the accessible name can result in a confusing experience for screen reader users. [Learn more about accessible names](https://dequeuniversity.com/rules/axe/4.11/label-content-name-mismatch).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Visible text labels that do not match the accessible name can result in a confusing experience for screen reader users. [Learn more about accessible names](https://dequeuniversity.com/rules/axe/4.11/label-content-name-mismatch)."
}Performance and AccessibilityPerformanceBrowser audit
Reduce unused CSS
25 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce unused CSS
Check name
Reduce unused CSS
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 176Â KiB
Fix guidance
Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 176Â KiB",
"description": "Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).",
"numericValue": 180
}Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
25 Fail
Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
Check name
Render-blocking requests
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 290Â ms
Fix guidance
Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path.
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 290Â ms",
"description": "Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path."
}Performance and AccessibilityPerformanceBrowser audit
Touch targets do not have sufficient size or spacing.
25 Fail
Performance and AccessibilityPerformanceBrowser audit
Touch targets do not have sufficient size or spacing.
Check name
Touch targets do not have sufficient size or spacing.
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Touch targets with sufficient size and spacing help users who may have difficulty targeting small controls to activate the targets. [Learn more about touch targets](https://dequeuniversity.com/rules/axe/4.11/target-size).
References
https://web.dev/learn/performance/Evidence
{
"description": "Touch targets with sufficient size and spacing help users who may have difficulty targeting small controls to activate the targets. [Learn more about touch targets](https://dequeuniversity.com/rules/axe/4.11/target-size)."
}Performance and AccessibilityPerformanceBrowser audit
Reduce unused JavaScript
13 Warning
Performance and AccessibilityPerformanceBrowser audit
Reduce unused JavaScript
Check name
Reduce unused JavaScript
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 142Â KiB
Fix guidance
Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 142Â KiB",
"description": "Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).",
"numericValue": 20
}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 |
|---|---|---|---|
| 66/100 | Level 3, Bot-Aware | Current report |