Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 49 out of 100
- Agent Ease of Use 10 out of 100
- Security & Trust 20 out of 100
- GEO, AIO and AEO 77 out of 100
- SEO 92 out of 100
- Performance and Accessibility 81 out of 100
What AI sees of your website
Juniper Square: The fund operating system built for the agentic era.
2,300+ private markets GPs rely on Juniper Square’s connected technology, unified data, fund administration expertise, and AI to raise capital more efficiently, streamline operations, and improve the LP experience.
Next step
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 49 | Priority fix | 8 | 14 | 1 | View details |
| Discoverability | 67 | Needs work | 5 | 4 | 0 | View details |
| Content Readiness | 42 | Priority fix | 2 | 7 | 1 | View details |
| Bot Access Control | 33 | Priority fix | 1 | 3 | 0 | View details |
| Agent Ease of Use | 10 | Priority fix | 6 | 29 | 1 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 7 | 0 | View details |
| MCP | 25 | Priority fix | 2 | 6 | 0 | View details |
| Skill Discovery | 5 | Priority fix | 0 | 10 | 1 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 77 | Mostly ready | 4 | 0 | 15 | |
| GEO Readiness | 87 | Mostly ready | 1 | 0 | 4 | |
| AIO Readiness | 76 | Mostly ready | 2 | 0 | 5 | |
| AEO Readiness | 68 | Needs work | 1 | 0 | 6 | |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| Security & Trust | 20 | Priority fix | 5 | 4 | 0 | View details |
| Security & Trust | 20 | Priority fix | 1 | 4 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 81 | Mostly ready | 21 | 5 | 1 | View details |
| Performance | 80 | Mostly ready | 15 | 4 | 1 | View details |
| Accessibility | 84 | Mostly ready | 6 | 1 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
48 items need attention
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
50 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
Needs attention
API Catalog
Issue
The API catalog endpoint did not return HTTP 2xx.
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Fetch API catalog".
Validation steps
Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "fail",
"evidence": {
"statusCode": 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\n\n\n\n<!DOCTYPE html>\n<html lang=\"en\" class=\"no-js antialiased scroll-smooth scroll-pt-20 md:scroll-pt-24\">\n<head>\n <meta charset=\"utf-8\">\n <meta name=\"viewport\" content=\"width=device-width\">\n <style>[x-cloak] { display: none !important; }</style>\n \n <link rel=\"preload\" href=\"/static/fonts/3349F7_2_0.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-light.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-medium.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"stylesheet\" href=\"https://www.junipersquare.com/dist/assets/app.52ef7bc0.css\">\n <link rel=\"icon\" type=\"image/x-icon"
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
50 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
Needs attention
Content Signal
Issue
No Content Signal found in robots.txt
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
50 Fail
AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
Needs attention
High-value schema types
Issue
No high-value schema types (e.g. Article, Product, Service) were found.
Why it matters
High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.
Check name
High-value schema types
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Use schema types that describe the page's primary content or offering.
Result
High-value schema types is missing or incomplete.
Evidence
{
"found": [],
"expected": [
"Article",
"BlogPosting",
"NewsArticle",
"Product",
"SoftwareApplication",
"FAQPage",
"LocalBusiness",
"VideoObject",
"HowTo",
"Event",
"Course",
"Review",
"Service"
],
"allTypes": [
"BreadcrumbList",
"Corporation",
"Organization",
"WebSite"
]
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
50 Fail
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
Needs attention
Link headers
Issue
No useful agent discovery Link headers were found.
Why it matters
Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.
Check name
Link headers
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Include Link response headers for agent discovery using RFC 8288.
Result
Link headers failed at "Find useful Link headers".
Validation steps
Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.
Evidence
{
"failedStep": "presence",
"steps": [
{
"id": "presence",
"title": "Find useful Link headers",
"status": "fail",
"evidence": {
"links": []
},
"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\n\n\n\n<!DOCTYPE html>\n<html lang=\"en\" class=\"no-js antialiased scroll-smooth scroll-pt-20 md:scroll-pt-24\">\n<head>\n <meta charset=\"utf-8\">\n <meta name=\"viewport\" content=\"width=device-width\">\n <style>[x-cloak] { display: none !important; }</style>\n \n <link rel=\"preload\" href=\"/static/fonts/3349F7_2_0.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-light.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-medium.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"stylesheet\" href=\"https://www.junipersquare.com/dist/assets/app.52ef7bc0.css\">\n <link rel=\"icon\" type=\"image/x-icon"
},
{
"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\n\n\n\n<!DOCTYPE html>\n<html lang=\"en\" class=\"no-js antialiased scroll-smooth scroll-pt-20 md:scroll-pt-24\">\n<head>\n <meta charset=\"utf-8\">\n <meta name=\"viewport\" content=\"width=device-width\">\n <style>[x-cloak] { display: none !important; }</style>\n \n <link rel=\"preload\" href=\"/static/fonts/3349F7_2_0.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-light.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-medium.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"stylesheet\" href=\"https://www.junipersquare.com/dist/assets/app.52ef7bc0.css\">\n <link rel=\"icon\" type=\"image/x-icon"
},
{
"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\n\n\n\n<!DOCTYPE html>\n<html lang=\"en\" class=\"no-js antialiased scroll-smooth scroll-pt-20 md:scroll-pt-24\">\n<head>\n <meta charset=\"utf-8\">\n <meta name=\"viewport\" content=\"width=device-width\">\n <style>[x-cloak] { display: none !important; }</style>\n \n <link rel=\"preload\" href=\"/static/fonts/3349F7_2_0.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-light.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-medium.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"stylesheet\" href=\"https://www.junipersquare.com/dist/assets/app.52ef7bc0.css\">\n <link rel=\"icon\" type=\"image/x-icon"
},
{
"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\n\n\n\n<!DOCTYPE html>\n<html lang=\"en\" class=\"no-js antialiased scroll-smooth scroll-pt-20 md:scroll-pt-24\">\n<head>\n <meta charset=\"utf-8\">\n <meta name=\"viewport\" content=\"width=device-width\">\n <style>[x-cloak] { display: none !important; }</style>\n \n <link rel=\"preload\" href=\"/static/fonts/3349F7_2_0.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-light.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-medium.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"stylesheet\" href=\"https://www.junipersquare.com/dist/assets/app.52ef7bc0.css\">\n <link rel=\"icon\" type=\"image/x-icon"
},
{
"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\n\n\n\n<!DOCTYPE html>\n<html lang=\"en\" class=\"no-js antialiased scroll-smooth scroll-pt-20 md:scroll-pt-24\">\n<head>\n <meta charset=\"utf-8\">\n <meta name=\"viewport\" content=\"width=device-width\">\n <style>[x-cloak] { display: none !important; }</style>\n \n <link rel=\"preload\" href=\"/static/fonts/3349F7_2_0.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-light.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-medium.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"stylesheet\" href=\"https://www.junipersquare.com/dist/assets/app.52ef7bc0.css\">\n <link rel=\"icon\" type=\"image/x-icon"
},
{
"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\n\n\n\n<!DOCTYPE html>\n<html lang=\"en\" class=\"no-js antialiased scroll-smooth scroll-pt-20 md:scroll-pt-24\">\n<head>\n <meta charset=\"utf-8\">\n <meta name=\"viewport\" content=\"width=device-width\">\n <style>[x-cloak] { display: none !important; }</style>\n \n <link rel=\"preload\" href=\"/static/fonts/3349F7_2_0.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-light.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-medium.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"stylesheet\" href=\"https://www.junipersquare.com/dist/assets/app.52ef7bc0.css\">\n <link rel=\"icon\" type=\"image/x-icon"
},
{
"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\n\n\n\n<!DOCTYPE html>\n<html lang=\"en\" class=\"no-js antialiased scroll-smooth scroll-pt-20 md:scroll-pt-24\">\n<head>\n <meta charset=\"utf-8\">\n <meta name=\"viewport\" content=\"width=device-width\">\n <style>[x-cloak] { display: none !important; }</style>\n \n <link rel=\"preload\" href=\"/static/fonts/3349F7_2_0.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-light.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-medium.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"stylesheet\" href=\"https://www.junipersquare.com/dist/assets/app.52ef7bc0.css\">\n <link rel=\"icon\" type=\"image/x-icon"
}
]
},
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
}
]
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
50 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
Needs attention
Web Bot Auth request signing
Issue
Web Bot Auth request signing was not found at the expected path.
Why it matters
Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.
Check name
Web Bot Auth request signing
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.
Result
Web Bot Auth request signing failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Web Bot Auth request signing was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/http-message-signatures-directory",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 114775
}
]
},
"issue": "Web Bot Auth request signing was not found at the expected path.",
"howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
}
]
}Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
33 Fail
Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
Needs attention
MCP Server Card
Issue
MCP Server Card was not found at the expected path.
Why it matters
MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.
Check name
MCP Server Card
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Publish an MCP Server Card for agent discovery.
Result
MCP Server Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
MCP Server Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 114775
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 114775
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 114775
}
]
},
"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": 114775
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 114775
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 114775
}
]
},
"issue": "mcp.json was not found at the expected path.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
33 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
Needs attention
WebMCP manifest
Issue
WebMCP manifest was not found at the expected path.
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
0/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Fetch to find resource".
Validation steps
Fetch to find resource
WebMCP manifest was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 114775
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 114775
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 114775
}
]
},
"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."
}
]
}Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
Needs attention
Content-Security-Policy
Issue
Content-Security-Policy is missing or incomplete.
Why it matters
Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.
Check name
Content-Security-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Constrain script, style, frame, and resource loading with a Content-Security-Policy header.
Result
Content-Security-Policy is missing or incomplete.
Evidence
{
"header": "content-security-policy",
"value": null
}Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
Needs attention
Frame protection
Issue
Frame protection is missing or incomplete.
Why it matters
Frame protection blocks hostile sites from embedding pages in deceptive frames, reducing clickjacking risk.
Check name
Frame protection
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Prevent unwanted framing with X-Frame-Options or CSP frame-ancestors.
Result
Frame protection is missing or incomplete.
Evidence
{
"xFrameOptions": null,
"validXFrame": false,
"contentSecurityPolicy": null,
"cspFrameAncestors": false
}Security & TrustSecurity & TrustEstablished
HSTS header
HSTS header is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
HSTS header
HSTS header is missing or incomplete.
Needs attention
HSTS header
Issue
HSTS header is missing or incomplete.
Why it matters
HSTS tells browsers to keep using HTTPS after the first secure visit, reducing downgrade and mixed-transport risk for repeat users.
Check name
HSTS header
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Require HTTPS for repeat visits with Strict-Transport-Security.
Result
HSTS header is missing or incomplete.
Evidence
{
"header": "strict-transport-security",
"value": "max-age=2592000"
}AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
25 Fail
AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
Needs attention
llms.txt
Issue
llms.txt was not found at the expected path.
Why it matters
llms.txt gives language-model clients a concise, curated summary of important site context and links before they crawl broadly.
Check name
llms.txt
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Emerging recommendation
Goal
Publish llms.txt to summarize agent-readable site guidance.
Result
llms.txt failed at "Fetch to find resource".
Validation steps
Fetch to find resource
llms.txt was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/llms.txt",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 114775
},
{
"path": "/llms-full.txt",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 114775
}
]
},
"issue": "llms.txt was not found at the expected path.",
"howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
Needs attention
Markdown negotiation
Issue
Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
Markdown content type
Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "accept-encoding".
Structured Markdown body
Markdown response is missing a heading.
Evidence
{
"failedStep": "content-type",
"steps": [
{
"id": "content-type",
"title": "Markdown content type",
"status": "fail",
"evidence": {
"statusCode": 200,
"contentType": "text/html; charset=UTF-8"
},
"issue": "Content-Type \"text/html; charset=UTF-8\" does not indicate Markdown when requested with Accept: text/markdown.",
"howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
},
{
"id": "vary-accept",
"title": "Vary: Accept header",
"status": "fail",
"evidence": {
"vary": "accept-encoding"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"accept-encoding\".",
"howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
},
{
"id": "markdown-content",
"title": "Structured Markdown body",
"status": "fail",
"evidence": {
"valid": false,
"hasHeading": false,
"wordCount": 15475,
"excerpt": "<!DOCTYPE html>\n<html lang=\"en\" class=\"no-js antialiased scroll-smooth scroll-pt-20 md:scroll-pt-24\">\n<head>\n <meta charset=\"utf-8\">\n <meta name=\"viewport\" content=\"width=device-width\">\n <style>[x-cloak] { display: none !important; }</st",
"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."
}
]
}Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
Needs attention
Referrer-Policy
Issue
Referrer-Policy is missing or incomplete.
Why it matters
Referrer-Policy controls how much URL context is sent to other origins, limiting accidental leakage of paths, queries, and identifiers.
Check name
Referrer-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Limit how much referrer data leaves the site.
Result
Referrer-Policy is missing or incomplete.
Evidence
{
"header": "referrer-policy",
"value": null
}AI 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: 2 links missing accessible names.
Details
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": true,
"nav": true,
"footer": true,
"meaningfulH1": true,
"headingOrder": true,
"accessibleLinks": false,
"accessibleButtons": true,
"imageAltCoverage": true,
"formAutocompleteCoverage": true,
"details": {
"inaccessibleLinks": [
"<a class=\"main-nav__entry block\" href> <h4 class=\"t-h-3xs text-black\"></h4> </a>",
"<a class=\"flex items-center font-normal t-link-hover-colors pb-[.5rem]\"> </a>"
],
"inaccessibleButtons": [],
"missingAutocompleteInputs": [],
"imagesMissingAlt": [
"<img :src=\"image.url\" :alt=\"image.alt || ''\" class=\"w-full h-auto hidden md:block\">"
],
"skippedHeadingLevels": []
},
"counts": {
"h1": 1,
"headings": 39,
"links": 126,
"inaccessibleLinks": 2,
"buttons": 9,
"inaccessibleButtons": 0,
"images": 19,
"imagesWithAlt": 18,
"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": 114775
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 114775
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 114775
}
]
},
"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": 114775
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 114775
}
]
},
"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": 114775
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 114775
}
]
},
"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": 114775
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 114775
}
]
},
"issue": "agents.json was not found at the expected path.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
15 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Needs attention
DNS-AID Agent Discovery
Issue
No DNS-AID entrypoint records were found under _agents.
Why it matters
DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.
Check name
DNS-AID Agent Discovery
Score
25/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.
Result
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Validation steps
Resolve DNS-AID SVCB/HTTPS records
No DNS-AID entrypoint records were found under _agents.
Validate alpn and endpoint parameters
Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.
Check DNSSEC material
DNSSEC material was not visible for the hostname or parent zone from this resolver.
Evidence
{
"failedStep": "svcb-https-records",
"steps": [
{
"id": "svcb-https-records",
"title": "Resolve DNS-AID SVCB/HTTPS records",
"status": "fail",
"evidence": {
"hostname": "www.junipersquare.com",
"probes": [
{
"name": "_index._agents.www.junipersquare.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.www.junipersquare.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.junipersquare.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
},
{
"name": "junipersquare.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."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
13 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 meta or <time> freshness tags.
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
50/100
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": [
"2026-06-02T15:24:44-07:00",
"2022-01-27T03:48:00-08:00"
],
"metaDateCount": 0,
"timeDateCount": 0
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 60/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 60/100 and needs improvement.
Needs attention
AIO: Source and trust signals
Issue
Missing AIO trust signals: author, publisher.
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
60/100
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: Source and trust signals scored 60/100 and needs improvement.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": true,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [
"2026-06-02T15:24:44-07:00",
"2022-01-27T03:48:00-08:00"
],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://www.junipersquare.com/company",
"text": "Company",
"html": "<a class=\" py-3 text-gray-700 t-link-hover-colors to-xl:hidden xl:py-6 xl:font-medium\" href=\"https://www.junipersquare.com/company\"> Company </a>"
},
{
"href": "https://www.junipersquare.com/company",
"text": "Meet Juniper Square",
"html": "<a class=\"btn flex-shrink-0 mb-4 btn--outlined mr-4 min-w-[9.5em]\" href=\"https://www.junipersquare.com/company\"> Meet Juniper Square </a>"
},
{
"href": "https://www.junipersquare.com/company",
"text": "About us",
"html": "<a class=\"flex items-center font-normal t-link-hover-colors pb-[.5rem]\" href=\"https://www.junipersquare.com/company\"> About us </a>"
},
{
"href": "https://www.junipersquare.com/company/press",
"text": "Press room",
"html": "<a class=\"flex items-center font-normal t-link-hover-colors pb-[.5rem]\" href=\"https://www.junipersquare.com/company/press\"> Press room </a>"
},
{
"href": "https://www.junipersquare.com/company/careers",
"text": "Careers",
"html": "<a class=\"flex items-center font-normal t-link-hover-colors pb-[.25rem]\" href=\"https://www.junipersquare.com/company/careers\"> Careers </a>"
},
{
"href": "https://www.junipersquare.com/company/careers/life-at-jsq",
"text": "Life at Juniper Square",
"html": "<a class=\"flex items-center font-normal t-link-hover-colors text-gray pl-5 pb-[.65rem]\" href=\"https://www.junipersquare.com/company/careers/life-at-jsq\"> Life at Juniper Square </a>"
},
{
"href": "https://www.linkedin.com/company/juniper-square",
"text": "Find us on LinkedIn (opens in a new tab)",
"html": "<a href=\"https://www.linkedin.com/company/juniper-square\" target=\"_blank\" class=\"hover:text-gray-400 focus:text-gray-400 active:text-gray-500\"> <span class=\"sr-only\">Find us on LinkedIn (opens in a new tab)</span> <svg class=\"svg-icon svg-fill h-6 w-auto\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" role=\"presentation\" aria-hidden=\"true\" focusable=\"false\"> <path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M9.0167 8.56043H12.5563V10.3087C12.9303 9.73..."
},
{
"href": "https://www.junipersquare.com/company",
"text": "About us",
"html": "<a class=\" hover:text-gray-400 focus:text-gray-400 active:text-gray-500\" href=\"https://www.junipersquare.com/company\"> About us </a>"
},
{
"href": "https://www.junipersquare.com/company/press",
"text": "Press room",
"html": "<a class=\" hover:text-gray-400 focus:text-gray-400 active:text-gray-500\" href=\"https://www.junipersquare.com/company/press\"> Press room </a>"
},
{
"href": "https://www.junipersquare.com/company/careers",
"text": "We're hiring",
"html": "<a class=\"btn btn--secondary btn--secondary-white hover:text-gray-400 focus:text-gray-400 active:text-gray-500\" href=\"https://www.junipersquare.com/company/careers\"> We're hiring </a>"
}
],
"contactLinks": [
{
"href": "https://www.junipersquare.com/clients/foxfield",
"text": "Foxfield LLC Besides providing fund administration services, Juniper Square has helped Foxfield scale and streamline the subscription process around a single platform designed to improve the investor experience.",
"html": "<a class=\"main-nav__entry block\" href=\"https://www.junipersquare.com/clients/foxfield\"> <div class=\"relative mb-4\"> <img loading=\"lazy\" width=\"500\" height=\"311\" class=\"block w-full\" src=\"https://assets.junipersquare.com/images/_500xAUTO_crop_center-center_none/512331/foxfield-2.webp?v=1779402331\" alt=\"Foxfield 2\"> </div> <h4 class=\"t-h-3xs text-black\">Foxfield LLC</h4> <p class=\"t-body-md mt-2 text-16p\">Besides providing fund administration services, Juniper Square has helped Foxfield scale a..."
},
{
"href": "https://www.junipersquare.com/learn-more",
"text": "Contact sales",
"html": "<a class=\" btn btn--outlined-white \" href=\"https://www.junipersquare.com/learn-more\" data-gtm-click=\"footer-cta-primary\"> Contact sales </a>"
}
],
"privacyLinks": [
{
"href": "https://www.junipersquare.com/privacy-policy",
"text": "Privacy Policy",
"html": "<a href=\"https://www.junipersquare.com/privacy-policy\" class=\"underline hover:text-gray-400 focus:text-gray-400 active:text-gray-500\">Privacy Policy</a>"
},
{
"href": "https://www.junipersquare.com/terms-of-use",
"text": "Terms of Use",
"html": "<a class=\"hover:text-gray-400 focus:text-gray-400 active:text-gray-500\" href=\"https://www.junipersquare.com/terms-of-use\"> Terms of Use </a>"
},
{
"href": "https://www.junipersquare.com/privacy-policy",
"text": "Privacy Policy",
"html": "<a class=\"hover:text-gray-400 focus:text-gray-400 active:text-gray-500\" href=\"https://www.junipersquare.com/privacy-policy\"> Privacy Policy </a>"
},
{
"href": "https://www.junipersquare.com/privacy-policy",
"text": "Cookie Settings",
"html": "<a class=\"hover:text-gray-400 focus:text-gray-400 active:text-gray-500 gtm-consent\" href=\"https://www.junipersquare.com/privacy-policy\"> Cookie Settings </a>"
},
{
"href": "https://preferences.junipersquare.com/",
"text": "Privacy Request Center",
"html": "<a href=\"https://preferences.junipersquare.com/\" class=\"hover:text-gray-400 focus:text-gray-400 active:text-gray-500\" style=\"display: flex; align-items: center; gap: .25rem;\"> <svg viewBox=\"0 0 551 264\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" style=\"height: .75rem;\" aria-hidden=\"true\" focusable=\"false\"> <path d=\"M418.84 0C490.533 0 550.906 58.4571 550.906 132C550.906 205.543 492.42 264 418.84 264H132.066C58.4865 264 0 205.543 0 132C2.02279e-06 58.4572 58.4865 0.000138403 132.066 0H418...."
}
],
"score": 60,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 57/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 57/100 and needs improvement.
Needs attention
AIO: Visible structured data match
Issue
6 structured-data value(s) were not found in visible page text.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Visible structured data match
Score
57/100
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: Visible structured data match scored 57/100 and needs improvement.
Evidence
{
"schemaCount": 5,
"checkedFields": [
{
"path": "$[0].@graph[0].description",
"value": "2,300+ private markets GPs rely on Juniper Square’s connected technology, unified data, fund administration expertise, and AI to raise capital more efficiently, streamline operations, and improve the LP experience."
},
{
"path": "$[0].@graph[0].headline",
"value": "Juniper Square: The fund operating system built for the agentic era."
},
{
"path": "$[0].@graph[0].name",
"value": "Juniper Square"
},
{
"path": "$[0].@graph[1].name",
"value": "Juniper Square"
},
{
"path": "$[0].@graph[3].description",
"value": "Breadcrumbs list"
},
{
"path": "$[0].@graph[3].itemListElement[0].name",
"value": "Homepage"
},
{
"path": "$[0].@graph[3].name",
"value": "Breadcrumbs"
},
{
"path": "$[1].description",
"value": "2,300+ private markets GPs rely on Juniper Square’s connected technology, unified data, fund administration expertise, and AI to raise capital more efficiently, streamline operations, and improve the LP experience."
},
{
"path": "$[1].headline",
"value": "Juniper Square: The fund operating system built for the agentic era."
},
{
"path": "$[1].name",
"value": "Juniper Square"
},
{
"path": "$[2].name",
"value": "Juniper Square"
},
{
"path": "$[4].description",
"value": "Breadcrumbs list"
},
{
"path": "$[4].itemListElement[0].name",
"value": "Homepage"
},
{
"path": "$[4].name",
"value": "Breadcrumbs"
}
],
"mismatches": [
{
"path": "$[0].@graph[3].description",
"value": "Breadcrumbs list"
},
{
"path": "$[0].@graph[3].itemListElement[0].name",
"value": "Homepage"
},
{
"path": "$[0].@graph[3].name",
"value": "Breadcrumbs"
},
{
"path": "$[4].description",
"value": "Breadcrumbs list"
},
{
"path": "$[4].itemListElement[0].name",
"value": "Homepage"
},
{
"path": "$[4].name",
"value": "Breadcrumbs"
}
],
"score": 57,
"weight": 18
}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
29 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer-first sections
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer-first sections scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 31,
"passing": 2,
"failing": [
{
"heading": "Solutions",
"headingHtml": "<h3 class=\"t-h-sm mb-6 hidden xl:block\"> Solutions </h3>",
"firstParagraph": "Connected software and services for GPs to raise capital faster, reduce operational risk, and deliver a world-class LP experience.",
"paragraphHtml": "<p>Connected software and services for GPs to raise capital faster, reduce operational risk, and deliver a world-class LP experience.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Solutions",
"headingHtml": "<h3 class=\"t-label text-gray mb-4\">Solutions</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Who we serve",
"headingHtml": "<h3 class=\"t-label text-gray mb-4\">Who we serve</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Explore",
"headingHtml": "<h3 class=\"t-label text-gray mb-4\">Explore</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Platform",
"headingHtml": "<h3 class=\"t-h-sm mb-6 hidden xl:block\"> Platform </h3>",
"firstParagraph": "Purpose-built, integrated technologies help GPs centralize data, break down information silos, and deliver a best-in-class investor experience.",
"paragraphHtml": "<p>Purpose-built, integrated technologies help GPs centralize data, break down information silos, and deliver a best-in-class investor experience.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Platform",
"headingHtml": "<h3 class=\"t-label text-gray mb-4\">Platform</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Clients",
"headingHtml": "<h3 class=\"t-h-sm mb-6 hidden xl:block\"> Clients </h3>",
"firstParagraph": "Serving investment partners across all asset classes, with solutions for funds and firms of every type.",
"paragraphHtml": "<p>Serving investment partners across all asset classes, with solutions for funds and firms of every type.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Who we serve",
"headingHtml": "<h3 class=\"t-label text-gray mb-4\">Who we serve</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Featured Stories",
"headingHtml": "<h3 class=\"t-label text-gray mb-6 xl:mb-8\">Featured Stories</h3>",
"firstParagraph": "Avanath leveraged Juniper Square’s award-winning administration technology to better serve institutional LPs in its open-end fund.",
"paragraphHtml": "<p class=\"t-body-md mt-2 text-16p\">Avanath leveraged Juniper Square’s award-winning administration technology to better serve institutional LPs in its open-end fund.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Resources",
"headingHtml": "<h3 class=\"t-h-sm mb-6 hidden xl:block\"> Resources </h3>",
"firstParagraph": "Industry insights, content guides, and other capital market resources to support our customers and their investment partners.",
"paragraphHtml": "<p>Industry insights, content guides, and other capital market resources to support our customers and their investment partners.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Explore",
"headingHtml": "<h3 class=\"t-label text-gray mb-4\">Explore</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Featured Resources",
"headingHtml": "<h3 class=\"t-label text-gray mb-6 xl:mb-8\">Featured Resources</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Company",
"headingHtml": "<h3 class=\"t-h-sm mb-6 hidden xl:block\"> Company </h3>",
"firstParagraph": "Founded in 2014 to create radically expanded opportunities for investment and participation in all private markets.",
"paragraphHtml": "<p>Founded in 2014 to create radically expanded opportunities for investment and participation in all private markets.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Explore",
"headingHtml": "<h3 class=\"t-label text-gray mb-4\">Explore</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Featured Updates",
"headingHtml": "<h3 class=\"t-label text-gray mb-6 xl:mb-8\">Featured Updates</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Juniper Square goes headless—your fund data, now accessible to any AI tool. Learn more.",
"headingHtml": "<h3>Juniper Square goes headless—your fund data, now accessible to any AI tool. <a href=\"https://www.junipersquare.com/news/headless-gpx\">Learn more</a>.</h3>",
"firstParagraph": "Fund operations require connected technology, unified data, fund administration expertise—and AI that private markets GPs can actually trust—across every stage of the lifecycle, from first close to final distribution. More than 2,300 GPs run their funds on Juniper Square. Soon, their agents will too.",
"paragraphHtml": "<p class=\"t-b-lg mt-2 mb-8\">Fund operations require connected technology, unified data, fund administration expertise—and AI that private markets GPs can actually trust—across every stage of the lifecycle, from first close to final distribution. More than 2,300 GPs run their funds on Juniper Square. Soon, their agents will too.</p>",
"words": 47,
"direct": false,
"issue": "First paragraph is 47 words and does not look like a concise direct answer."
},
{
"heading": "The fund operating system built for the agentic era",
"headingHtml": "<h2 class=\"block--header header flow flex flex-col text-center items-center mt-5 md:mt-7 mb-5 md:mb-7\"> <span class=\"block max-w-full w-full t-h-md mt-4\" style=\"font-weight: 300;\"> The fund operating system built for the agentic era </span> </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "JunieAI",
"headingHtml": "<h2 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-xs mt-4\" style=\"font-weight: 500;\"> JunieAI </span> </h2>",
"firstParagraph": "Inside Juniper Square, JunieAI drives a family of GPX Agents: private-markets-native, compliant, and built into the workflows that already run your fund.",
"paragraphHtml": "<p>Inside Juniper Square, JunieAI drives a family of GPX Agents: private-markets-native, compliant, and built into the workflows that already run your fund.</p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Headless GPX",
"headingHtml": "<h2 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-xs mt-4\" style=\"font-weight: 500;\"> Headless GPX </span> </h2>",
"firstParagraph": "The same fund operating system, now available to Claude, Microsoft Copilot, ChatGPT, and any MCP-compatible client. Same data, same permissions, same audit trail—whichever AI your team chooses.",
"paragraphHtml": "<p>The same fund operating system, now available to Claude, Microsoft Copilot, ChatGPT, and any MCP-compatible client. Same data, same permissions, same audit trail—whichever AI your team chooses.</p>",
"words": 28,
"direct": false,
"issue": "First paragraph is 28 words and does not look like a concise direct answer."
},
{
"heading": "12 years of private markets operations, encoded.",
"headingHtml": "<h2 class=\"block--header header flow flex flex-col mt-5 md:mt-7 mb-5 md:mb-7\"> <span class=\"block max-w-full max-w-[780px] t-h-md mt-4\" style=\"font-weight: 300;\"> 12 years of private markets operations, encoded. </span> </h2>",
"firstParagraph": "The data model, relationship graph, and workflow library that 2,300+ GPs rely on. Every fund, asset, investor, and position—connected.",
"paragraphHtml": "<p>The data model, relationship graph, and workflow library that 2,300+ GPs rely on. Every fund, asset, investor, and position—connected. </p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Outcomes: Built for every team that runs a fund",
"headingHtml": "<h2 class=\"block--header header flow flex flex-col text-center items-center mt-5 md:mt-7 mb-5 md:mb-7\"> <strong class=\"t-label mb-3 mt-4 text-gray-700\"> Outcomes<span class=\"sr-only\">: </span> </strong> <span class=\"block max-w-full w-full t-h-md \" style=\"font-weight: 300;\"> Built for every team that runs a fund </span> </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "For Investor Relations teams",
"headingHtml": "<h2 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-xs mt-4\" style=\"font-weight: 500;\"> For Investor Relations teams </span> </h2>",
"firstParagraph": "LP context, fund data, and history connected—tear sheets, pipeline reports, and personalized investor updates generated on demand, all from the same system that runs fund accounting and compliance.",
"paragraphHtml": "<p>LP context, fund data, and history connected—tear sheets, pipeline reports, and personalized investor updates generated on demand, all from the same system that runs fund accounting and compliance.</p>",
"words": 29,
"direct": false,
"issue": "First paragraph is 29 words and does not look like a concise direct answer."
},
{
"heading": "For CFOs & Operations teams",
"headingHtml": "<h2 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-xs mt-4\" style=\"font-weight: 500;\"> For CFOs & Operations teams </span> </h2>",
"firstParagraph": "Fund data assembled in one place. Period-close accelerated, PCAPs generated, GL variances analyzed, compliance checks run continuously, and exceptions flagged before they're problems.",
"paragraphHtml": "<p>Fund data assembled in one place. Period-close accelerated, PCAPs generated, GL variances analyzed, compliance checks run continuously, and exceptions flagged before they're problems.</p>",
"words": 23,
"direct": false,
"issue": "First paragraph is 23 words and does not look like a concise direct answer."
},
{
"heading": "Our Clients: Serving the needs of all private markets managers",
"headingHtml": "<h2 class=\"block--header header flow flex flex-col text-center items-center mt-5 md:mt-7 mb-5 md:mb-7\"> <strong class=\"t-label mb-3 mt-4 text-gray-700\"> Our Clients<span class=\"sr-only\">: </span> </strong> <span class=\"block max-w-full w-full t-h-md \" style=\"font-weight: 300;\"> Serving the needs of all private markets managers </span> </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Beacon Capital",
"headingHtml": "<h3 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-2xs mt-4\" style=\"font-weight: 500;\"> Beacon Capital </span> </h3>",
"firstParagraph": "Office and life science investor creates a single source for all investor data, increasing team collaboration and LP satisfaction.",
"paragraphHtml": "<p>Office and life science investor creates a single source for all investor data, increasing team collaboration and LP satisfaction.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Felicis",
"headingHtml": "<h3 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-2xs mt-4\" style=\"font-weight: 500;\"> Felicis </span> </h3>",
"firstParagraph": "With Juniper Square, Felicis can leverage a best-in-class platform that streamlines communications, reporting, and fundraising efforts.",
"paragraphHtml": "<p>With Juniper Square, Felicis can leverage a best-in-class platform that streamlines communications, reporting, and fundraising efforts.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Satori Capital",
"headingHtml": "<h3 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-2xs mt-4\" style=\"font-weight: 500;\"> Satori Capital </span> </h3>",
"firstParagraph": "Juniper Square helped Satori scale and streamline operations while personalizing the experience for investors and teams.",
"paragraphHtml": "<p>Juniper Square helped Satori scale and streamline operations while personalizing the experience for investors and teams.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Greystar",
"headingHtml": "<h3 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-2xs mt-4\" style=\"font-weight: 500;\"> Greystar </span> </h3>",
"firstParagraph": "Global rental housing leader synchronizes fundraising activities with Juniper Square to increase transparency and efficiency.",
"paragraphHtml": "<p>Global rental housing leader synchronizes fundraising activities with Juniper Square to increase transparency and efficiency.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Private markets choose Juniper Square",
"headingHtml": "<h2 class=\"block--header header flow flex flex-col text-center items-center mt-5 md:mt-7 mb-5 md:mb-7\"> <span class=\"block max-w-full w-full t-h-md mt-4\" style=\"font-weight: 300;\"> Private markets choose Juniper Square </span> </h2>",
"firstParagraph": "2,300+ GPs",
"paragraphHtml": "<p role=\"heading\" class=\"mb-2 flex flex-col t-h-lg\"> <span class=\"block mx-auto mb-6 h-[2px] w-14 bg-green\" aria-hidden=\"true\"></span> <span class=\"text-green-700\">2,300+</span> <span class=\"t-b-lg \">GPs</span> </p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
Needs attention
AEO: Question-led structure
Issue
No question-led h2 sections or FAQ pattern was detected.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Question-led structure
Score
50/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Question-led structure scored 50/100 and needs improvement.
Evidence
{
"h2Count": 10,
"questionH2s": [],
"hasFaq": false,
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 60/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 60/100 and needs improvement.
Needs attention
AEO: Answer evidence and trust
Issue
Missing AIO trust signals: author, publisher.
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
60/100
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 evidence and trust scored 60/100 and needs improvement.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": true,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [
"2026-06-02T15:24:44-07:00",
"2022-01-27T03:48:00-08:00"
],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://www.junipersquare.com/company",
"text": "Company",
"html": "<a class=\" py-3 text-gray-700 t-link-hover-colors to-xl:hidden xl:py-6 xl:font-medium\" href=\"https://www.junipersquare.com/company\"> Company </a>"
},
{
"href": "https://www.junipersquare.com/company",
"text": "Meet Juniper Square",
"html": "<a class=\"btn flex-shrink-0 mb-4 btn--outlined mr-4 min-w-[9.5em]\" href=\"https://www.junipersquare.com/company\"> Meet Juniper Square </a>"
},
{
"href": "https://www.junipersquare.com/company",
"text": "About us",
"html": "<a class=\"flex items-center font-normal t-link-hover-colors pb-[.5rem]\" href=\"https://www.junipersquare.com/company\"> About us </a>"
},
{
"href": "https://www.junipersquare.com/company/press",
"text": "Press room",
"html": "<a class=\"flex items-center font-normal t-link-hover-colors pb-[.5rem]\" href=\"https://www.junipersquare.com/company/press\"> Press room </a>"
},
{
"href": "https://www.junipersquare.com/company/careers",
"text": "Careers",
"html": "<a class=\"flex items-center font-normal t-link-hover-colors pb-[.25rem]\" href=\"https://www.junipersquare.com/company/careers\"> Careers </a>"
},
{
"href": "https://www.junipersquare.com/company/careers/life-at-jsq",
"text": "Life at Juniper Square",
"html": "<a class=\"flex items-center font-normal t-link-hover-colors text-gray pl-5 pb-[.65rem]\" href=\"https://www.junipersquare.com/company/careers/life-at-jsq\"> Life at Juniper Square </a>"
},
{
"href": "https://www.linkedin.com/company/juniper-square",
"text": "Find us on LinkedIn (opens in a new tab)",
"html": "<a href=\"https://www.linkedin.com/company/juniper-square\" target=\"_blank\" class=\"hover:text-gray-400 focus:text-gray-400 active:text-gray-500\"> <span class=\"sr-only\">Find us on LinkedIn (opens in a new tab)</span> <svg class=\"svg-icon svg-fill h-6 w-auto\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" role=\"presentation\" aria-hidden=\"true\" focusable=\"false\"> <path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M9.0167 8.56043H12.5563V10.3087C12.9303 9.73..."
},
{
"href": "https://www.junipersquare.com/company",
"text": "About us",
"html": "<a class=\" hover:text-gray-400 focus:text-gray-400 active:text-gray-500\" href=\"https://www.junipersquare.com/company\"> About us </a>"
},
{
"href": "https://www.junipersquare.com/company/press",
"text": "Press room",
"html": "<a class=\" hover:text-gray-400 focus:text-gray-400 active:text-gray-500\" href=\"https://www.junipersquare.com/company/press\"> Press room </a>"
},
{
"href": "https://www.junipersquare.com/company/careers",
"text": "We're hiring",
"html": "<a class=\"btn btn--secondary btn--secondary-white hover:text-gray-400 focus:text-gray-400 active:text-gray-500\" href=\"https://www.junipersquare.com/company/careers\"> We're hiring </a>"
}
],
"contactLinks": [
{
"href": "https://www.junipersquare.com/clients/foxfield",
"text": "Foxfield LLC Besides providing fund administration services, Juniper Square has helped Foxfield scale and streamline the subscription process around a single platform designed to improve the investor experience.",
"html": "<a class=\"main-nav__entry block\" href=\"https://www.junipersquare.com/clients/foxfield\"> <div class=\"relative mb-4\"> <img loading=\"lazy\" width=\"500\" height=\"311\" class=\"block w-full\" src=\"https://assets.junipersquare.com/images/_500xAUTO_crop_center-center_none/512331/foxfield-2.webp?v=1779402331\" alt=\"Foxfield 2\"> </div> <h4 class=\"t-h-3xs text-black\">Foxfield LLC</h4> <p class=\"t-body-md mt-2 text-16p\">Besides providing fund administration services, Juniper Square has helped Foxfield scale a..."
},
{
"href": "https://www.junipersquare.com/learn-more",
"text": "Contact sales",
"html": "<a class=\" btn btn--outlined-white \" href=\"https://www.junipersquare.com/learn-more\" data-gtm-click=\"footer-cta-primary\"> Contact sales </a>"
}
],
"privacyLinks": [
{
"href": "https://www.junipersquare.com/privacy-policy",
"text": "Privacy Policy",
"html": "<a href=\"https://www.junipersquare.com/privacy-policy\" class=\"underline hover:text-gray-400 focus:text-gray-400 active:text-gray-500\">Privacy Policy</a>"
},
{
"href": "https://www.junipersquare.com/terms-of-use",
"text": "Terms of Use",
"html": "<a class=\"hover:text-gray-400 focus:text-gray-400 active:text-gray-500\" href=\"https://www.junipersquare.com/terms-of-use\"> Terms of Use </a>"
},
{
"href": "https://www.junipersquare.com/privacy-policy",
"text": "Privacy Policy",
"html": "<a class=\"hover:text-gray-400 focus:text-gray-400 active:text-gray-500\" href=\"https://www.junipersquare.com/privacy-policy\"> Privacy Policy </a>"
},
{
"href": "https://www.junipersquare.com/privacy-policy",
"text": "Cookie Settings",
"html": "<a class=\"hover:text-gray-400 focus:text-gray-400 active:text-gray-500 gtm-consent\" href=\"https://www.junipersquare.com/privacy-policy\"> Cookie Settings </a>"
},
{
"href": "https://preferences.junipersquare.com/",
"text": "Privacy Request Center",
"html": "<a href=\"https://preferences.junipersquare.com/\" class=\"hover:text-gray-400 focus:text-gray-400 active:text-gray-500\" style=\"display: flex; align-items: center; gap: .25rem;\"> <svg viewBox=\"0 0 551 264\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" style=\"height: .75rem;\" aria-hidden=\"true\" focusable=\"false\"> <path d=\"M418.84 0C490.533 0 550.906 58.4571 550.906 132C550.906 205.543 492.42 264 418.84 264H132.066C58.4865 264 0 205.543 0 132C2.02279e-06 58.4572 58.4865 0.000138403 132.066 0H418...."
}
],
"score": 60,
"weight": 22
}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
3 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": 3,
"citablePassages": 0,
"failingCandidateParagraphs": [
{
"index": 14,
"heading": "H1: The operations partner for private markets",
"text": "Fund operations require connected technology, unified data, fund administration expertise—and AI that private markets GPs can actually trust—across every stage of the lifecycle, from first close to final distribution. More than 2,300 GPs run their funds on Juniper Square. Soon, their agents will too.",
"words": 47,
"hasEvidence": true,
"reasons": [
"Too short for a citation-ready passage (47 words; target 80-220)."
],
"html": "<p class=\"t-b-lg mt-2 mb-8\">Fund operations require connected technology, unified data, fund administration expertise—and AI that private markets GPs can actually trust—across every stage of the lifecycle, from first close to final distribution. More than 2,300 GPs run their funds on Juniper Square. Soon, their agents will too.</p>"
},
{
"index": 21,
"heading": "H2: For CFOs & Operations teams",
"text": "We wanted our technology to match the quality that an investor expects from Tishman Speyer. It needed to be current, streamlined, and adaptable. We take our investor reporting and communications incredibly seriously. So, it matters to us that we get everything right. Juniper Square helps us ensure that result.",
"words": 49,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (49 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p>We wanted our technology to match the quality that an investor expects from Tishman Speyer. It needed to be current, streamlined, and adaptable. We take our investor reporting and communications incredibly seriously. So, it matters to us that we get everything right. Juniper Square helps us ensure that result.</p>"
},
{
"index": 35,
"heading": "H2: Built for today's fund operations. Ready for what AI makes possible.",
"text": "Private markets are more complex than ever. The firms doing it right aren't adding more tools; they're running on better infrastructure. That's what Juniper Square has been building for 12 years. And it's what we're extending into the agentic era—built into our platform, and available in yours.",
"words": 48,
"hasEvidence": true,
"reasons": [
"Too short for a citation-ready passage (48 words; target 80-220)."
],
"html": "<p>Private markets are more complex than ever. The firms doing it right aren't adding more tools; they're running on better infrastructure. That's what Juniper Square has been building for 12 years. And it's what we're extending into the agentic era—built into our platform, and available in yours.</p>"
}
],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 85/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 85/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: operating, system, built, agentic, era, partner.
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
85/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Entity clarity scored 85/100 and needs improvement.
Evidence
{
"title": "Juniper Square: The fund operating system built for the agentic era.",
"h1": "The operations partner for private markets",
"description": "2,300+ private markets GPs rely on Juniper Square’s connected technology, unified data, fund administration expertise, and AI to raise capital more efficiently, streamline operations, and improve the LP experience.",
"topicOverlap": 0.5,
"topicTerms": [
"juniper",
"square",
"fund",
"operating",
"system",
"built",
"agentic",
"era",
"operations",
"partner",
"private",
"markets"
],
"descriptionTerms": [
"300",
"private",
"markets",
"gps",
"rely",
"juniper",
"square",
"connected",
"technology",
"unified",
"data",
"fund",
"administration",
"expertise",
"raise",
"capital",
"more",
"efficiently",
"streamline",
"operations"
],
"missingFromDescription": [
"operating",
"system",
"built",
"agentic",
"era",
"partner"
],
"score": 85,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
Needs attention
GEO: Extraction-friendly structure
Issue
Missing extraction signals: optional top summary / TL;DR / key takeaways block, table with <thead> only if the page already has tabular/comparative data, ordered list only if the page explains a workflow/process, optional visible FAQ or FAQPage schema.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Extraction-friendly structure
Score
85/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
Evidence
{
"hasSummary": false,
"tableCount": 0,
"tablesWithHead": 0,
"tablesMissingThead": [],
"orderedLists": 0,
"hasFaq": false,
"definitionPatterns": 3,
"schemaBlocks": 1,
"missingSignals": [
"optional top summary / TL;DR / key takeaways block",
"table with <thead> only if the page already has tabular/comparative data",
"ordered list only if the page explains a workflow/process",
"optional visible FAQ or FAQPage schema"
],
"score": 85,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
1 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
29 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Answer block readiness
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Answer block readiness scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 31,
"passing": 2,
"failing": [
{
"heading": "Solutions",
"headingHtml": "<h3 class=\"t-h-sm mb-6 hidden xl:block\"> Solutions </h3>",
"firstParagraph": "Connected software and services for GPs to raise capital faster, reduce operational risk, and deliver a world-class LP experience.",
"paragraphHtml": "<p>Connected software and services for GPs to raise capital faster, reduce operational risk, and deliver a world-class LP experience.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Solutions",
"headingHtml": "<h3 class=\"t-label text-gray mb-4\">Solutions</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Who we serve",
"headingHtml": "<h3 class=\"t-label text-gray mb-4\">Who we serve</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Explore",
"headingHtml": "<h3 class=\"t-label text-gray mb-4\">Explore</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Platform",
"headingHtml": "<h3 class=\"t-h-sm mb-6 hidden xl:block\"> Platform </h3>",
"firstParagraph": "Purpose-built, integrated technologies help GPs centralize data, break down information silos, and deliver a best-in-class investor experience.",
"paragraphHtml": "<p>Purpose-built, integrated technologies help GPs centralize data, break down information silos, and deliver a best-in-class investor experience.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Platform",
"headingHtml": "<h3 class=\"t-label text-gray mb-4\">Platform</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Clients",
"headingHtml": "<h3 class=\"t-h-sm mb-6 hidden xl:block\"> Clients </h3>",
"firstParagraph": "Serving investment partners across all asset classes, with solutions for funds and firms of every type.",
"paragraphHtml": "<p>Serving investment partners across all asset classes, with solutions for funds and firms of every type.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Who we serve",
"headingHtml": "<h3 class=\"t-label text-gray mb-4\">Who we serve</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Featured Stories",
"headingHtml": "<h3 class=\"t-label text-gray mb-6 xl:mb-8\">Featured Stories</h3>",
"firstParagraph": "Avanath leveraged Juniper Square’s award-winning administration technology to better serve institutional LPs in its open-end fund.",
"paragraphHtml": "<p class=\"t-body-md mt-2 text-16p\">Avanath leveraged Juniper Square’s award-winning administration technology to better serve institutional LPs in its open-end fund.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Resources",
"headingHtml": "<h3 class=\"t-h-sm mb-6 hidden xl:block\"> Resources </h3>",
"firstParagraph": "Industry insights, content guides, and other capital market resources to support our customers and their investment partners.",
"paragraphHtml": "<p>Industry insights, content guides, and other capital market resources to support our customers and their investment partners.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Explore",
"headingHtml": "<h3 class=\"t-label text-gray mb-4\">Explore</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Featured Resources",
"headingHtml": "<h3 class=\"t-label text-gray mb-6 xl:mb-8\">Featured Resources</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Company",
"headingHtml": "<h3 class=\"t-h-sm mb-6 hidden xl:block\"> Company </h3>",
"firstParagraph": "Founded in 2014 to create radically expanded opportunities for investment and participation in all private markets.",
"paragraphHtml": "<p>Founded in 2014 to create radically expanded opportunities for investment and participation in all private markets.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Explore",
"headingHtml": "<h3 class=\"t-label text-gray mb-4\">Explore</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Featured Updates",
"headingHtml": "<h3 class=\"t-label text-gray mb-6 xl:mb-8\">Featured Updates</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Juniper Square goes headless—your fund data, now accessible to any AI tool. Learn more.",
"headingHtml": "<h3>Juniper Square goes headless—your fund data, now accessible to any AI tool. <a href=\"https://www.junipersquare.com/news/headless-gpx\">Learn more</a>.</h3>",
"firstParagraph": "Fund operations require connected technology, unified data, fund administration expertise—and AI that private markets GPs can actually trust—across every stage of the lifecycle, from first close to final distribution. More than 2,300 GPs run their funds on Juniper Square. Soon, their agents will too.",
"paragraphHtml": "<p class=\"t-b-lg mt-2 mb-8\">Fund operations require connected technology, unified data, fund administration expertise—and AI that private markets GPs can actually trust—across every stage of the lifecycle, from first close to final distribution. More than 2,300 GPs run their funds on Juniper Square. Soon, their agents will too.</p>",
"words": 47,
"direct": false,
"issue": "First paragraph is 47 words and does not look like a concise direct answer."
},
{
"heading": "The fund operating system built for the agentic era",
"headingHtml": "<h2 class=\"block--header header flow flex flex-col text-center items-center mt-5 md:mt-7 mb-5 md:mb-7\"> <span class=\"block max-w-full w-full t-h-md mt-4\" style=\"font-weight: 300;\"> The fund operating system built for the agentic era </span> </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "JunieAI",
"headingHtml": "<h2 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-xs mt-4\" style=\"font-weight: 500;\"> JunieAI </span> </h2>",
"firstParagraph": "Inside Juniper Square, JunieAI drives a family of GPX Agents: private-markets-native, compliant, and built into the workflows that already run your fund.",
"paragraphHtml": "<p>Inside Juniper Square, JunieAI drives a family of GPX Agents: private-markets-native, compliant, and built into the workflows that already run your fund.</p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Headless GPX",
"headingHtml": "<h2 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-xs mt-4\" style=\"font-weight: 500;\"> Headless GPX </span> </h2>",
"firstParagraph": "The same fund operating system, now available to Claude, Microsoft Copilot, ChatGPT, and any MCP-compatible client. Same data, same permissions, same audit trail—whichever AI your team chooses.",
"paragraphHtml": "<p>The same fund operating system, now available to Claude, Microsoft Copilot, ChatGPT, and any MCP-compatible client. Same data, same permissions, same audit trail—whichever AI your team chooses.</p>",
"words": 28,
"direct": false,
"issue": "First paragraph is 28 words and does not look like a concise direct answer."
},
{
"heading": "12 years of private markets operations, encoded.",
"headingHtml": "<h2 class=\"block--header header flow flex flex-col mt-5 md:mt-7 mb-5 md:mb-7\"> <span class=\"block max-w-full max-w-[780px] t-h-md mt-4\" style=\"font-weight: 300;\"> 12 years of private markets operations, encoded. </span> </h2>",
"firstParagraph": "The data model, relationship graph, and workflow library that 2,300+ GPs rely on. Every fund, asset, investor, and position—connected.",
"paragraphHtml": "<p>The data model, relationship graph, and workflow library that 2,300+ GPs rely on. Every fund, asset, investor, and position—connected. </p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Outcomes: Built for every team that runs a fund",
"headingHtml": "<h2 class=\"block--header header flow flex flex-col text-center items-center mt-5 md:mt-7 mb-5 md:mb-7\"> <strong class=\"t-label mb-3 mt-4 text-gray-700\"> Outcomes<span class=\"sr-only\">: </span> </strong> <span class=\"block max-w-full w-full t-h-md \" style=\"font-weight: 300;\"> Built for every team that runs a fund </span> </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "For Investor Relations teams",
"headingHtml": "<h2 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-xs mt-4\" style=\"font-weight: 500;\"> For Investor Relations teams </span> </h2>",
"firstParagraph": "LP context, fund data, and history connected—tear sheets, pipeline reports, and personalized investor updates generated on demand, all from the same system that runs fund accounting and compliance.",
"paragraphHtml": "<p>LP context, fund data, and history connected—tear sheets, pipeline reports, and personalized investor updates generated on demand, all from the same system that runs fund accounting and compliance.</p>",
"words": 29,
"direct": false,
"issue": "First paragraph is 29 words and does not look like a concise direct answer."
},
{
"heading": "For CFOs & Operations teams",
"headingHtml": "<h2 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-xs mt-4\" style=\"font-weight: 500;\"> For CFOs & Operations teams </span> </h2>",
"firstParagraph": "Fund data assembled in one place. Period-close accelerated, PCAPs generated, GL variances analyzed, compliance checks run continuously, and exceptions flagged before they're problems.",
"paragraphHtml": "<p>Fund data assembled in one place. Period-close accelerated, PCAPs generated, GL variances analyzed, compliance checks run continuously, and exceptions flagged before they're problems.</p>",
"words": 23,
"direct": false,
"issue": "First paragraph is 23 words and does not look like a concise direct answer."
},
{
"heading": "Our Clients: Serving the needs of all private markets managers",
"headingHtml": "<h2 class=\"block--header header flow flex flex-col text-center items-center mt-5 md:mt-7 mb-5 md:mb-7\"> <strong class=\"t-label mb-3 mt-4 text-gray-700\"> Our Clients<span class=\"sr-only\">: </span> </strong> <span class=\"block max-w-full w-full t-h-md \" style=\"font-weight: 300;\"> Serving the needs of all private markets managers </span> </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Beacon Capital",
"headingHtml": "<h3 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-2xs mt-4\" style=\"font-weight: 500;\"> Beacon Capital </span> </h3>",
"firstParagraph": "Office and life science investor creates a single source for all investor data, increasing team collaboration and LP satisfaction.",
"paragraphHtml": "<p>Office and life science investor creates a single source for all investor data, increasing team collaboration and LP satisfaction.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Felicis",
"headingHtml": "<h3 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-2xs mt-4\" style=\"font-weight: 500;\"> Felicis </span> </h3>",
"firstParagraph": "With Juniper Square, Felicis can leverage a best-in-class platform that streamlines communications, reporting, and fundraising efforts.",
"paragraphHtml": "<p>With Juniper Square, Felicis can leverage a best-in-class platform that streamlines communications, reporting, and fundraising efforts.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Satori Capital",
"headingHtml": "<h3 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-2xs mt-4\" style=\"font-weight: 500;\"> Satori Capital </span> </h3>",
"firstParagraph": "Juniper Square helped Satori scale and streamline operations while personalizing the experience for investors and teams.",
"paragraphHtml": "<p>Juniper Square helped Satori scale and streamline operations while personalizing the experience for investors and teams.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Greystar",
"headingHtml": "<h3 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-2xs mt-4\" style=\"font-weight: 500;\"> Greystar </span> </h3>",
"firstParagraph": "Global rental housing leader synchronizes fundraising activities with Juniper Square to increase transparency and efficiency.",
"paragraphHtml": "<p>Global rental housing leader synchronizes fundraising activities with Juniper Square to increase transparency and efficiency.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Private markets choose Juniper Square",
"headingHtml": "<h2 class=\"block--header header flow flex flex-col text-center items-center mt-5 md:mt-7 mb-5 md:mb-7\"> <span class=\"block max-w-full w-full t-h-md mt-4\" style=\"font-weight: 300;\"> Private markets choose Juniper Square </span> </h2>",
"firstParagraph": "2,300+ GPs",
"paragraphHtml": "<p role=\"heading\" class=\"mb-2 flex flex-col t-h-lg\"> <span class=\"block mx-auto mb-6 h-[2px] w-14 bg-green\" aria-hidden=\"true\"></span> <span class=\"text-green-700\">2,300+</span> <span class=\"t-b-lg \">GPs</span> </p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: AI preview controls
AIO: AI preview controls scored 80/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: AI preview controls
AIO: AI preview controls scored 80/100 and needs improvement.
Needs attention
AIO: AI preview controls
Issue
2 data-nosnippet element(s) found.
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: AI preview controls
Score
80/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: AI preview controls scored 80/100 and needs improvement.
Evidence
{
"restrictiveDirectives": [],
"dataNoSnippetElements": [
"<header data-nosnippet data-gtm-header class=\"sticky top-0 z-50 py-4 bg-white transition-shadow md:py-5 xl:pt-2 xl:pb-0 xl:h-[84.26]\" :class=\"isSticky ? 'shadow-md' : ''\" x-data=\"{ mainNavIsOpen: false, isSticky: false, activePanel: null, highestPanelHeight: 0, handleScroll() { let main = document.getElementById('main'); this.isSticky = main.getBoundingClientRect().top < 60 ? true : false; }, toggleMainNav() { this.mainNavIsOpen = !this.mainNavIsOpen; this.act...",
"<footer data-nosnippet data-gtm-footer class=\"bg-gray-800 text-white\"> <div class=\" container relative flex flex-col py-8 md:py-10 lg:pt-20 xl:layout-grid xl:pb-0 \"> <div class=\"hidden xl:block absolute top-0 bottom-0 border-l border-gray-700\" style=\"left: calc(63.25% - 1.5rem)\" aria-hidden=\"true\"> </div> <div class=\" order-1 gap-y-6 text-16p pb-10 border-b border-gray-700 to-xl:layout-grid xl:col-span-3 xl:border-0 xl:pb-14\"> <div class=\" col-span-4 sm:col-span-3 lg:col-span-4\"> <a class=\"bl..."
],
"score": 80,
"weight": 12
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
Needs attention
AEO: Answer intent coverage
Issue
Missing likely AI Overview intent sections: how, benefits, cost, compare.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "The fund operating system built for the agentic era",
"html": "<h2 class=\"block--header header flow flex flex-col text-center items-center mt-5 md:mt-7 mb-5 md:mb-7\"> <span class=\"block max-w-full w-full t-h-md mt-4\" style=\"font-weight: 300;\"> The fund operating system built for the agentic era </span> </h2>"
},
{
"text": "JunieAI",
"html": "<h2 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-xs mt-4\" style=\"font-weight: 500;\"> JunieAI </span> </h2>"
},
{
"text": "Headless GPX",
"html": "<h2 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-xs mt-4\" style=\"font-weight: 500;\"> Headless GPX </span> </h2>"
},
{
"text": "12 years of private markets operations, encoded.",
"html": "<h2 class=\"block--header header flow flex flex-col mt-5 md:mt-7 mb-5 md:mb-7\"> <span class=\"block max-w-full max-w-[780px] t-h-md mt-4\" style=\"font-weight: 300;\"> 12 years of private markets operations, encoded. </span> </h2>"
},
{
"text": "Outcomes: Built for every team that runs a fund",
"html": "<h2 class=\"block--header header flow flex flex-col text-center items-center mt-5 md:mt-7 mb-5 md:mb-7\"> <strong class=\"t-label mb-3 mt-4 text-gray-700\"> Outcomes<span class=\"sr-only\">: </span> </strong> <span class=\"block max-w-full w-full t-h-md \" style=\"font-weight: 300;\"> Built for every team that runs a fund </span> </h2>"
},
{
"text": "For Investor Relations teams",
"html": "<h2 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-xs mt-4\" style=\"font-weight: 500;\"> For Investor Relations teams </span> </h2>"
},
{
"text": "For CFOs & Operations teams",
"html": "<h2 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-xs mt-4\" style=\"font-weight: 500;\"> For CFOs & Operations teams </span> </h2>"
},
{
"text": "Our Clients: Serving the needs of all private markets managers",
"html": "<h2 class=\"block--header header flow flex flex-col text-center items-center mt-5 md:mt-7 mb-5 md:mb-7\"> <strong class=\"t-label mb-3 mt-4 text-gray-700\"> Our Clients<span class=\"sr-only\">: </span> </strong> <span class=\"block max-w-full w-full t-h-md \" style=\"font-weight: 300;\"> Serving the needs of all private markets managers </span> </h2>"
},
{
"text": "Private markets choose Juniper Square",
"html": "<h2 class=\"block--header header flow flex flex-col text-center items-center mt-5 md:mt-7 mb-5 md:mb-7\"> <span class=\"block max-w-full w-full t-h-md mt-4\" style=\"font-weight: 300;\"> Private markets choose Juniper Square </span> </h2>"
},
{
"text": "Built for today's fund operations. Ready for what AI makes possible.",
"html": "<h2 class=\"block--header header flow flex flex-col text-center items-center mt-5 md:mt-7 mb-5 md:mb-7\"> <span class=\"block max-w-full max-w-[780px] t-h-md mt-4\" style=\"font-weight: 300;\"> Built for today's fund operations. Ready for what AI makes possible. </span> </h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Juniper Square: The fund operating system bui...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Juniper Square: The fund operating system bui... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Juniper Square: The fund operating system bui...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Juniper Square: The fund operating system bui... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Juniper Square: The fund operating system bui... compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "how",
"label": "How does Juniper Square: The fund operating system bui... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Juniper Square: The fund operating system bui...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Juniper Square: The fund operating system bui... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Juniper Square: The fund operating system bui... compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 88/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 88/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: operating, system, built, agentic, era, partner.
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
88/100
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 88/100 and needs improvement.
Evidence
{
"title": "Juniper Square: The fund operating system built for the agentic era.",
"h1": "The operations partner for private markets",
"description": "2,300+ private markets GPs rely on Juniper Square’s connected technology, unified data, fund administration expertise, and AI to raise capital more efficiently, streamline operations, and improve the LP experience.",
"topicOverlap": 0.5,
"definitionCount": 3,
"topicTerms": [
"juniper",
"square",
"fund",
"operating",
"system",
"built",
"agentic",
"era",
"operations",
"partner",
"private",
"markets"
],
"descriptionTerms": [
"300",
"private",
"markets",
"gps",
"rely",
"juniper",
"square",
"connected",
"technology",
"unified",
"data",
"fund",
"administration",
"expertise",
"raise",
"capital",
"more",
"efficiently",
"streamline",
"operations"
],
"missingFromDescription": [
"operating",
"system",
"built",
"agentic",
"era",
"partner"
],
"score": 88,
"weight": 18
}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": 114775
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 114775
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 114775
}
]
},
"issue": "AI context endpoint was not found at the expected path.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Needs attention
AIO: Query intent coverage
Issue
Missing likely AI Overview intent sections: how, benefits, cost, compare.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [
{
"text": "The fund operating system built for the agentic era",
"html": "<h2 class=\"block--header header flow flex flex-col text-center items-center mt-5 md:mt-7 mb-5 md:mb-7\"> <span class=\"block max-w-full w-full t-h-md mt-4\" style=\"font-weight: 300;\"> The fund operating system built for the agentic era </span> </h2>"
},
{
"text": "JunieAI",
"html": "<h2 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-xs mt-4\" style=\"font-weight: 500;\"> JunieAI </span> </h2>"
},
{
"text": "Headless GPX",
"html": "<h2 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-xs mt-4\" style=\"font-weight: 500;\"> Headless GPX </span> </h2>"
},
{
"text": "12 years of private markets operations, encoded.",
"html": "<h2 class=\"block--header header flow flex flex-col mt-5 md:mt-7 mb-5 md:mb-7\"> <span class=\"block max-w-full max-w-[780px] t-h-md mt-4\" style=\"font-weight: 300;\"> 12 years of private markets operations, encoded. </span> </h2>"
},
{
"text": "Outcomes: Built for every team that runs a fund",
"html": "<h2 class=\"block--header header flow flex flex-col text-center items-center mt-5 md:mt-7 mb-5 md:mb-7\"> <strong class=\"t-label mb-3 mt-4 text-gray-700\"> Outcomes<span class=\"sr-only\">: </span> </strong> <span class=\"block max-w-full w-full t-h-md \" style=\"font-weight: 300;\"> Built for every team that runs a fund </span> </h2>"
},
{
"text": "For Investor Relations teams",
"html": "<h2 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-xs mt-4\" style=\"font-weight: 500;\"> For Investor Relations teams </span> </h2>"
},
{
"text": "For CFOs & Operations teams",
"html": "<h2 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-xs mt-4\" style=\"font-weight: 500;\"> For CFOs & Operations teams </span> </h2>"
},
{
"text": "Our Clients: Serving the needs of all private markets managers",
"html": "<h2 class=\"block--header header flow flex flex-col text-center items-center mt-5 md:mt-7 mb-5 md:mb-7\"> <strong class=\"t-label mb-3 mt-4 text-gray-700\"> Our Clients<span class=\"sr-only\">: </span> </strong> <span class=\"block max-w-full w-full t-h-md \" style=\"font-weight: 300;\"> Serving the needs of all private markets managers </span> </h2>"
},
{
"text": "Private markets choose Juniper Square",
"html": "<h2 class=\"block--header header flow flex flex-col text-center items-center mt-5 md:mt-7 mb-5 md:mb-7\"> <span class=\"block max-w-full w-full t-h-md mt-4\" style=\"font-weight: 300;\"> Private markets choose Juniper Square </span> </h2>"
},
{
"text": "Built for today's fund operations. Ready for what AI makes possible.",
"html": "<h2 class=\"block--header header flow flex flex-col text-center items-center mt-5 md:mt-7 mb-5 md:mb-7\"> <span class=\"block max-w-full max-w-[780px] t-h-md mt-4\" style=\"font-weight: 300;\"> Built for today's fund operations. Ready for what AI makes possible. </span> </h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Juniper Square: The fund operating system bui...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Juniper Square: The fund operating system bui... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Juniper Square: The fund operating system bui...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Juniper Square: The fund operating system bui... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Juniper Square: The fund operating system bui... compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "how",
"label": "How does Juniper Square: The fund operating system bui... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Juniper Square: The fund operating system bui...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Juniper Square: The fund operating system bui... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Juniper Square: The fund operating system bui... compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Needs attention
Auth.md Agent Registration
Issue
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=UTF-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link.
Why it matters
Agent registration metadata lets automated clients find the registration path, supported identity types, credential types, and related claim or revocation endpoints without scraping human docs.
Check name
Auth.md Agent Registration
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish Auth.md and agent_auth metadata so agents can discover registration and credential requirements.
Result
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Validation steps
Fetch and validate /auth.md
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=UTF-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link.
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": 114775,
"validation": {
"valid": false,
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link.",
"compatibleContentType": false,
"contentLength": 86263,
"hasRegisterInstructions": true,
"hasProtectedResourceLink": false,
"hasAuthorizationServerLink": false,
"mentionsIdentity": true,
"mentionsCredential": true,
"links": [
"/style",
"/static/fonts/3349F7_2_0.woff2",
"/woff2",
"/static/fonts/moderat-light.woff2",
"/woff2",
"/static/fonts/moderat-regular.woff2",
"/woff2",
"/static/fonts/moderat-medium.woff2",
"/woff2",
"https://www.junipersquare.com/dist/assets/app.52ef7bc0.css\">"
],
"rawExcerpt": "\n\n\n\n\n<!DOCTYPE html>\n<html lang=\"en\" class=\"no-js antialiased scroll-smooth scroll-pt-20 md:scroll-pt-24\">\n<head>\n <meta charset=\"utf-8\">\n <meta name=\"viewport\" content=\"width=device-width\">\n <style>[x-cloak] { display: none !important; }</style>\n \n <link rel=\"preload\" href=\"/static/fonts/3349F7_2_0.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-light.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-medium.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"stylesheet\" href=\"https://www.junipersquare.com/dist/assets/app.52ef7bc0.css\">\n <link rel=\"icon\" type=\"image/x-icon"
}
},
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link.",
"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": 114775,
"text": "\n\n\n\n\n<!DOCTYPE html>\n<html lang=\"en\" class=\"no-js antialiased scroll-smooth scroll-pt-20 md:scroll-pt-24\">\n<head>\n <meta charset=\"utf-8\">\n <meta name=\"viewport\" content=\"width=device-width\">\n <style>[x-cloak] { display: none !important; }</style>\n \n <link rel=\"preload\" href=\"/static/fonts/3349F7_2_0.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-light.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-medium.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"stylesheet\" href=\"https://www.junipersquare.com/dist/assets/app.52ef7bc0.css\">\n <link rel=\"icon\" type=\"image/x-icon\" href=\"/favicon.ico\">\n\n <script defer src=\"//pages.junipersquare.com/js/forms2/js/forms2.min.js\"></script>\n\n <script defer src=\"/static/js/htmx.min.js\"></script>\n\n\n \n \n \n \n \n <script>\n (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.defer=true;\n j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl+'>m_auth=TMZPxOYmt2aTkrrbpaftiA>m_preview=env-126>m_cookies_win=x';\n f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','GTM-W6KZN4F');\n </script>\n \n\n <link rel=\"alternate\" type=\"application/rss+xml\" href=\"/blog/feed.rss\">\n<title>Juniper Square</title><meta name=\"referrer\" content=\"no-referrer-when-downgrade\">\n<meta name=\"robots\" content=\"none\">\n<meta content=\"en_US\" property=\"og:locale\">\n<meta content=\"Juniper Square\" property=\"og:site_name\">\n<meta content=\"website\" property=\"og:type\">\n<meta content=\"https://assets.junipersquare.com/images/_1200x630_crop_center-center_82_none/share.png?v=1779402326\" property=\"og:image\">\n<meta content=\"1200\" property=\"og:image:width\">\n<meta content=\"630\" property=\"og:image:height\">\n<meta name=\"twitter:card\" content=\"summary_large_image\">\n<meta name=\"twitter:site\" content=\"@juniper_square\">\n<meta name=\"twitter:creator\" content=\"@juniper_square\">\n<meta name=\"twitter:image\" content=\"https://assets.junipersquare.com/images/_800x418_crop_center-center_82_none/share.png?v=1779402326\">\n<meta name=\"twitter:image:width\" content=\"800\">\n<meta name=\"twitter:image:height\" content=\"418\">\n<link href=\"https://www.junipersquare.com/\" rel=\"home\">\n<style> .skip-link {\n position: absolute;\n top: 8px;\n left: 8px;\n width: 1px;\n height: 1px;\n padding: 0;\n margin: -1px;\n border: 0;\n clip: rect(0 0 0 0);\n clip-path: inset(50%);\n overflow: hidden;\n white-space: nowrap;\n }\n\n .skip-link:focus,\n .skip-link:active {\n display: block;\n z-index: 90;\n width: auto;\n height: auto;\n padding: 0.75em 1em;\n clip: unset;\n clip-path: none;\n background-color: #FEDB31;\n color: black;\n white-space: normal;\n }\n</style>\n<style> .ie-notice {\n display: none;\n position: fixed;\n bottom: 0;\n z-index: 99999;\n width: 100%;\n padding: 2rem;\n background: #FFFF99;\n text-align: center;\n }\n\n @media screen and (-ms-high-contrast: active), screen and (-ms-high-contrast: none) { \n .ie-notice {\n display: block;\n }\n }\n\n .ie-notice p {\n font-weight: 700;\n margin-bottom: 1rem;\n }\n</style></head>\n\n<body\n x-data=\"{}\"\n class=\"\"\n id=\"top\"\n :class=\"$store.data.preventBodyScroll ? 'overflow-hidden' : ''\">\n\n <div id=\"app\" class=\"t-b-md text-gray-800 flex flex-col min-h-screen\">\n\n <a class=\"skip-link\" href=\"#main\">Skip to main content</a>\n\n <div class=\"ie-notice\">\n <div class=\"container\">\n <p>\n Your web browser is out of date. Update your browser for more security, speed and the best experience on this site.\n </p>\n <a class=\"btn\" href=\"http://outdatedbrowser.com\">Update your browser</a>\n </div>\n</div>\n\n\n "
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
},
{
"id": "agent-auth-block",
"title": "Validate agent_auth authorization metadata",
"status": "fail",
"evidence": {
"valid": false,
"issue": "OAuth authorization server metadata could not be fetched.",
"fetch": {
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 114775,
"text": "\n\n\n\n\n<!DOCTYPE html>\n<html lang=\"en\" class=\"no-js antialiased scroll-smooth scroll-pt-20 md:scroll-pt-24\">\n<head>\n <meta charset=\"utf-8\">\n <meta name=\"viewport\" content=\"width=device-width\">\n <style>[x-cloak] { display: none !important; }</style>\n \n <link rel=\"preload\" href=\"/static/fonts/3349F7_2_0.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-light.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-medium.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"stylesheet\" href=\"https://www.junipersquare.com/dist/assets/app.52ef7bc0.css\">\n <link rel=\"icon\" type=\"image/x-icon\" href=\"/favicon.ico\">\n\n <script defer src=\"//pages.junipersquare.com/js/forms2/js/forms2.min.js\"></script>\n\n <script defer src=\"/static/js/htmx.min.js\"></script>\n\n\n \n \n \n \n \n <script>\n (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':\n new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],\n j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.defer=true;\n j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl+'>m_auth=TMZPxOYmt2aTkrrbpaftiA>m_preview=env-126>m_cookies_win=x';\n f.parentNode.insertBefore(j,f);\n })(window,document,'script','dataLayer','GTM-W6KZN4F');\n </script>\n \n\n <link rel=\"alternate\" type=\"application/rss+xml\" href=\"/blog/feed.rss\">\n<title>Juniper Square</title><meta name=\"referrer\" content=\"no-referrer-when-downgrade\">\n<meta name=\"robots\" content=\"none\">\n<meta content=\"en_US\" property=\"og:locale\">\n<meta content=\"Juniper Square\" property=\"og:site_name\">\n<meta content=\"website\" property=\"og:type\">\n<meta content=\"https://assets.junipersquare.com/images/_1200x630_crop_center-center_82_none/share.png?v=1779402326\" property=\"og:image\">\n<meta content=\"1200\" property=\"og:image:width\">\n<meta content=\"630\" property=\"og:image:height\">\n<meta name=\"twitter:card\" content=\"summary_large_image\">\n<meta name=\"twitter:site\" content=\"@juniper_square\">\n<meta name=\"twitter:creator\" content=\"@juniper_square\">\n<meta name=\"twitter:image\" content=\"https://assets.junipersquare.com/images/_800x418_crop_center-center_82_none/share.png?v=1779402326\">\n<meta name=\"twitter:image:width\" content=\"800\">\n<meta name=\"twitter:image:height\" content=\"418\">\n<link href=\"https://www.junipersquare.com/\" rel=\"home\">\n<style> .skip-link {\n position: absolute;\n top: 8px;\n left: 8px;\n width: 1px;\n height: 1px;\n padding: 0;\n margin: -1px;\n border: 0;\n clip: rect(0 0 0 0);\n clip-path: inset(50%);\n overflow: hidden;\n white-space: nowrap;\n }\n\n .skip-link:focus,\n .skip-link:active {\n display: block;\n z-index: 90;\n width: auto;\n height: auto;\n padding: 0.75em 1em;\n clip: unset;\n clip-path: none;\n background-color: #FEDB31;\n color: black;\n white-space: normal;\n }\n</style>\n<style> .ie-notice {\n display: none;\n position: fixed;\n bottom: 0;\n z-index: 99999;\n width: 100%;\n padding: 2rem;\n background: #FFFF99;\n text-align: center;\n }\n\n @media screen and (-ms-high-contrast: active), screen and (-ms-high-contrast: none) { \n .ie-notice {\n display: block;\n }\n }\n\n .ie-notice p {\n font-weight: 700;\n margin-bottom: 1rem;\n }\n</style></head>\n\n<body\n x-data=\"{}\"\n class=\"\"\n id=\"top\"\n :class=\"$store.data.preventBodyScroll ? 'overflow-hidden' : ''\">\n\n <div id=\"app\" class=\"t-b-md text-gray-800 flex flex-col min-h-screen\">\n\n <a class=\"skip-link\" href=\"#main\">Skip to main content</a>\n\n <div class=\"ie-notice\">\n <div class=\"container\">\n <p>\n Your web browser is out of date. Update your browser for more security, speed and the best experience on this site.\n </p>\n <a class=\"btn\" href=\"http://outdatedbrowser.com\">Update your browser</a>\n </div>\n</div>\n\n\n "
}
},
"issue": "OAuth authorization server metadata could not be fetched.",
"howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "button:attribute",
"weight": 3,
"match": "auth control annotation"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
}
]
},
"resourceFetchSucceeded": false
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Q&A and FAQ opportunities
GEO: Q&A and FAQ opportunities is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Q&A and FAQ opportunities
GEO: Q&A and FAQ opportunities is informational for this page.
Needs attention
GEO: Q&A and FAQ opportunities
Issue
10 h2 heading(s) are not phrased as questions; this is optional and only useful where Q&A wording is natural. No visible FAQ or FAQPage schema was detected; this is optional unless the page answers common questions.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Q&A and FAQ opportunities
Score
75/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Q&A and FAQ opportunities is informational for this page.
Evidence
{
"h2Count": 10,
"questionH2s": 0,
"hasFaq": false,
"nonQuestionH2s": [
{
"index": 1,
"text": "The fund operating system built for the agentic era",
"isQuestion": false,
"html": "<h2 class=\"block--header header flow flex flex-col text-center items-center mt-5 md:mt-7 mb-5 md:mb-7\"> <span class=\"block max-w-full w-full t-h-md mt-4\" style=\"font-weight: 300;\"> The fund operating system built for the agentic era </span> </h2>"
},
{
"index": 2,
"text": "JunieAI",
"isQuestion": false,
"html": "<h2 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-xs mt-4\" style=\"font-weight: 500;\"> JunieAI </span> </h2>"
},
{
"index": 3,
"text": "Headless GPX",
"isQuestion": false,
"html": "<h2 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-xs mt-4\" style=\"font-weight: 500;\"> Headless GPX </span> </h2>"
},
{
"index": 4,
"text": "12 years of private markets operations, encoded.",
"isQuestion": false,
"html": "<h2 class=\"block--header header flow flex flex-col mt-5 md:mt-7 mb-5 md:mb-7\"> <span class=\"block max-w-full max-w-[780px] t-h-md mt-4\" style=\"font-weight: 300;\"> 12 years of private markets operations, encoded. </span> </h2>"
},
{
"index": 5,
"text": "Outcomes: Built for every team that runs a fund",
"isQuestion": false,
"html": "<h2 class=\"block--header header flow flex flex-col text-center items-center mt-5 md:mt-7 mb-5 md:mb-7\"> <strong class=\"t-label mb-3 mt-4 text-gray-700\"> Outcomes<span class=\"sr-only\">: </span> </strong> <span class=\"block max-w-full w-full t-h-md \" style=\"font-weight: 300;\"> Built for every team that runs a fund </span> </h2>"
},
{
"index": 6,
"text": "For Investor Relations teams",
"isQuestion": false,
"html": "<h2 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-xs mt-4\" style=\"font-weight: 500;\"> For Investor Relations teams </span> </h2>"
},
{
"index": 7,
"text": "For CFOs & Operations teams",
"isQuestion": false,
"html": "<h2 class=\"block--header header flow flex flex-col mt-4 mb-4\"> <span class=\"block max-w-full max-w-[548px] t-h-xs mt-4\" style=\"font-weight: 500;\"> For CFOs & Operations teams </span> </h2>"
},
{
"index": 8,
"text": "Our Clients: Serving the needs of all private markets managers",
"isQuestion": false,
"html": "<h2 class=\"block--header header flow flex flex-col text-center items-center mt-5 md:mt-7 mb-5 md:mb-7\"> <strong class=\"t-label mb-3 mt-4 text-gray-700\"> Our Clients<span class=\"sr-only\">: </span> </strong> <span class=\"block max-w-full w-full t-h-md \" style=\"font-weight: 300;\"> Serving the needs of all private markets managers </span> </h2>"
},
{
"index": 9,
"text": "Private markets choose Juniper Square",
"isQuestion": false,
"html": "<h2 class=\"block--header header flow flex flex-col text-center items-center mt-5 md:mt-7 mb-5 md:mb-7\"> <span class=\"block max-w-full w-full t-h-md mt-4\" style=\"font-weight: 300;\"> Private markets choose Juniper Square </span> </h2>"
},
{
"index": 10,
"text": "Built for today's fund operations. Ready for what AI makes possible.",
"isQuestion": false,
"html": "<h2 class=\"block--header header flow flex flex-col text-center items-center mt-5 md:mt-7 mb-5 md:mb-7\"> <span class=\"block max-w-full max-w-[780px] t-h-md mt-4\" style=\"font-weight: 300;\"> Built for today's fund operations. Ready for what AI makes possible. </span> </h2>"
}
],
"score": 75,
"weight": 4
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Needs attention
IndexNow key
Issue
IndexNow key is informational for this page.
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Needs attention
OAuth / OIDC discovery
Issue
OAuth / OIDC discovery was not found at the expected path.
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/openid-configuration",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 114775
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 114775
}
]
},
"issue": "OAuth / OIDC discovery was not found at the expected path.",
"howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "button:attribute",
"weight": 3,
"match": "auth control annotation"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
}
]
},
"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\n\n\n\n<!DOCTYPE html>\n<html lang=\"en\" class=\"no-js antialiased scroll-smooth scroll-pt-20 md:scroll-pt-24\">\n<head>\n <meta charset=\"utf-8\">\n <meta name=\"viewport\" content=\"width=device-width\">\n <style>[x-cloak] { display: none !important; }</style>\n \n <link rel=\"preload\" href=\"/static/fonts/3349F7_2_0.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-light.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-regular.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"preload\" href=\"/static/fonts/moderat-medium.woff2\" as=\"font\" type=\"font/woff2\" crossorigin>\n <link rel=\"stylesheet\" href=\"https://www.junipersquare.com/dist/assets/app.52ef7bc0.css\">\n <link rel=\"icon\" type=\"image/x-icon"
},
"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.junipersquare.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.junipersquare.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.junipersquare.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.junipersquare.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
}
]
},
"issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
"howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "button:attribute",
"weight": 3,
"match": "auth control annotation"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
}
]
},
"resourceFetchSucceeded": false
}Performance and AccessibilityAccessibilityBrowser audit
`[aria-hidden="true"]` elements contain focusable descendents
100 Fail
Performance and AccessibilityAccessibilityBrowser audit
`[aria-hidden="true"]` elements contain focusable descendents
Check name
`[aria-hidden="true"]` elements contain focusable descendents
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Focusable descendents within an `[aria-hidden="true"]` element prevent those interactive elements from being available to users of assistive technologies like screen readers. [Learn how `aria-hidden` affects focusable elements](https://dequeuniversity.com/rules/axe/4.11/aria-hidden-focus).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Focusable descendents within an `[aria-hidden=\"true\"]` element prevent those interactive elements from being available to users of assistive technologies like screen readers. [Learn how `aria-hidden` affects focusable elements](https://dequeuniversity.com/rules/axe/4.11/aria-hidden-focus)."
}SEOSEOBrowser audit
Links do not have descriptive text
100 Fail
SEOSEOBrowser audit
Links do not have descriptive text
Check name
Links do not have descriptive text
Score
0/100
Status
fail
Device
desktop
Category
SEO
Estimated savings
2 links found
Fix guidance
Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/).
Evidence
{
"displayValue": "2 links found",
"description": "Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/)."
}Performance and AccessibilityPerformanceBrowser audit
Forced reflow
20 Fail
Performance and AccessibilityPerformanceBrowser audit
Forced reflow
Check name
Forced reflow
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
A forced reflow occurs when JavaScript queries geometric properties (such as offsetWidth) after styles have been invalidated by a change to the DOM state. This can result in poor performance. Learn more about [forced reflows](https://developer.chrome.com/docs/performance/insights/forced-reflow) and possible mitigations.
References
https://web.dev/learn/performance/Evidence
{
"description": "A forced reflow occurs when JavaScript queries geometric properties (such as offsetWidth) after styles have been invalidated by a change to the DOM state. This can result in poor performance. Learn more about [forced reflows](https://developer.chrome.com/docs/performance/insights/forced-reflow) and possible mitigations."
}Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
20 Fail
Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
Check name
Improve image delivery
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 732Â KiB
Fix guidance
Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 732Â KiB",
"description": "Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)"
}Performance and AccessibilityPerformanceBrowser audit
Reduce unused JavaScript
20 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce unused JavaScript
Check name
Reduce unused JavaScript
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 346Â 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 346Â 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": 440
}Performance and AccessibilityPerformanceBrowser audit
Reduce unused CSS
10 Warning
Performance and AccessibilityPerformanceBrowser audit
Reduce unused CSS
Check name
Reduce unused CSS
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 23Â 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 23Â 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": 0
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
3 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
87/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Review the grouped loading performance checks and improve the failing sub-checks listed in evidence.
References
https://web.dev/learn/performance/Evidence
{
"checks": [
{
"id": "interactive",
"title": "Time to Interactive",
"score": 92,
"displayValue": "2.3Â s",
"numericValue": 2298.6032279867673
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 100,
"displayValue": "0.4Â s",
"numericValue": 362.0636336344767
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "0Â ms",
"numericValue": 1.9618200000000001
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 90,
"displayValue": "1.3Â s",
"numericValue": 1305.6206935230243
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 70,
"displayValue": "240Â ms",
"numericValue": 243.49999999999977
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 30Â ms",
"numericValue": 26
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 60,
"displayValue": "2.1Â s",
"numericValue": 2078.0420262880334
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 80,
"displayValue": "160Â ms",
"numericValue": 162
}
]
}Fix with MCP or CLI
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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 |
|---|---|---|---|
| 58/100 | Level 3, Bot-Aware | Current report |