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https://www.panoramaed.com/

SCANNED

Jun 12, 2026, 8:06 AM

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https://www.panoramaed.com/

SCANNED

Jun 12, 2026, 8:06:27 AMJun 12, 2026, 8:06 AM

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58/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents

CAPTURED SCREENSHOT

What AI sees of your website

Panorama Education | Top Educational Software for Schools

Discover how Panorama’s secure, AI-driven educational software for schools helps 2,000+ districts improve academics, MTSS, school climate, and student outcomes.

Next step

Turn this report into a fix workflow

24 failed checks are ready to move into MCP or CLI remediation. Generate a repair prompt, connect the scanner to your coding agent, or open the integration docs before your next rescan.

Detailed report scores grouped by capability area
Metric	Score	Status	Passed	Failed	Warning	Evidence
AI Discoverability	47	Priority fix	8	14	1	View details
Discoverability	67	Needs work	5	4	0	View details
Content Readiness	38	Priority fix	2	7	1	View details
Bot Access Control	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	6	2	12	View details
GEO Readiness	87	Mostly ready	2	0	4
AIO Readiness	78	Mostly ready	3	1	3	View details
AEO Readiness	67	Needs work	1	1	5	View details
SEO	92	Strong	10	1	0	View details
SEO	92	Strong	10	1	0	View details
Security & Trust	60	Needs work	7	2	0	View details
Security & Trust	60	Needs work	3	2	0	View details
AI Training Exposure	Not Applicable	Not Applicable	4	0	0
Performance and Accessibility	75	Mostly ready	17	8	1	View details
Performance	68	Needs work	8	6	1	View details
Accessibility	87	Mostly ready	9	2	0	View details

Prioritized recommendations

Issues ranked by score impact

47 items need attention

Agent Ease of UseAPIEstablished

API Catalog

API Catalog failed at "Fetch API catalog".

50 Fail

Needs attention

API Catalog

Failed check

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"
      },
      "issue": "The API catalog endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/api-catalog."
    },
    {
      "id": "validate",
      "title": "Validate RFC 9727 linkset",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!doctype html><html lang=\"en\" class=\"sr\"><head>\n    <meta charset=\"utf-8\">\n    <title></title>\n    <meta name=\"description\" content=\"\">\n\n    <link rel=\"shortcut icon\" href=\"https://www.panoramaed.com/hubfs/logos/favicon.ico\">\n \n\n\n\n    \n    \n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\n    \n    <meta property=\"og:description\" content=\"\">\n    <meta property=\"og:title\" content=\"\">\n    <meta name=\"twitter:description\" content=\"\">\n    <meta name=\"twitter:title\" content=\"\">\n\n    \n\n    \n\n    <style>\na.cta_button{-moz-box-sizing:content-box !important;-webkit-box-sizing:content-box !important;box-sizing:content-box !important;vertical-align:middle}.hs-breadcrumb-menu{list-style-type:none;margin:0px 0px 0px 0px;padding:0px 0px 0px 0px}.hs-breadcrumb-menu-item{float:lef"
      },
      "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

Needs attention

Content Signal

Failed check

Issue

No Content Signal found in robots.txt

Why it matters

Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.

Check name

Content Signal

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

Declare AI content usage preferences with Content Signal in robots.txt.

Result

Content Signal is missing or incomplete.

Evidence

{
  "signals": [],
  "ai-train": false,
  "search": false,
  "ai-input": false
}

Security & TrustSecurity & TrustEstablished

Content-Security-Policy

Content-Security-Policy is missing or incomplete.

50 Fail

Needs attention

Content-Security-Policy

Failed check

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": "upgrade-insecure-requests"
}

AI DiscoverabilityDiscoverabilityEstablished

High-value schema types

High-value schema types is missing or incomplete.

50 Fail

Needs attention

High-value schema types

Failed check

Issue

No high-value schema types (e.g. Article, Product, Service) were found.

Why it matters

High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.

Check name

High-value schema types

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Use schema types that describe the page's primary content or offering.

Result

High-value schema types is missing or incomplete.

Evidence

{
  "found": [],
  "expected": [
    "Article",
    "BlogPosting",
    "NewsArticle",
    "Product",
    "SoftwareApplication",
    "FAQPage",
    "LocalBusiness",
    "VideoObject",
    "HowTo",
    "Event",
    "Course",
    "Review",
    "Service"
  ],
  "allTypes": [
    "Organization"
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

50 Fail

Needs attention

Link headers

Failed check

Issue

No useful agent discovery Link headers were found.

Why it matters

Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.

Check name

Link headers

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Include Link response headers for agent discovery using RFC 8288.

Result

Link headers failed at "Find useful Link headers".

Validation steps

Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.

Evidence

{
  "failedStep": "presence",
  "steps": [
    {
      "id": "presence",
      "title": "Find useful Link headers",
      "status": "fail",
      "evidence": {
        "links": [
          {
            "url": "https://www.panoramaed.com/hubfs/hub_generated/template_assets/1/89564763947/1780965553100/template_main.min.css",
            "rel": "preload"
          },
          {
            "url": "https://cmp.osano.com/w9OluvOnoI/7153050d-081f-42b9-aee7-56b02b78fdd9/osano.js",
            "rel": "preload"
          }
        ]
      },
      "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

Needs attention

OpenAPI discovery

Failed check

Issue

OpenAPI YAML document did not match the expected shape. Content-Type "text/html" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.

Why it matters

OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.

Check name

OpenAPI discovery

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

Publish a valid OpenAPI or Swagger document for API discovery.

Result

OpenAPI discovery failed at "Find valid OpenAPI document".

Validation steps

Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. Content-Type "text/html" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Find valid OpenAPI document",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/openapi.json",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html><html lang=\"en\" class=\"sr\"><head>\n    <meta charset=\"utf-8\">\n    <title></title>\n    <meta name=\"description\" content=\"\">\n\n    <link rel=\"shortcut icon\" href=\"https://www.panoramaed.com/hubfs/logos/favicon.ico\">\n \n\n\n\n    \n    \n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\n    \n    <meta property=\"og:description\" content=\"\">\n    <meta property=\"og:title\" content=\"\">\n    <meta name=\"twitter:description\" content=\"\">\n    <meta name=\"twitter:title\" content=\"\">\n\n    \n\n    \n\n    <style>\na.cta_button{-moz-box-sizing:content-box !important;-webkit-box-sizing:content-box !important;box-sizing:content-box !important;vertical-align:middle}.hs-breadcrumb-menu{list-style-type:none;margin:0px 0px 0px 0px;padding:0px 0px 0px 0px}.hs-breadcrumb-menu-item{float:lef"
          },
          {
            "path": "/openapi.yaml",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html><html lang=\"en\" class=\"sr\"><head>\n    <meta charset=\"utf-8\">\n    <title></title>\n    <meta name=\"description\" content=\"\">\n\n    <link rel=\"shortcut icon\" href=\"https://www.panoramaed.com/hubfs/logos/favicon.ico\">\n \n\n\n\n    \n    \n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\n    \n    <meta property=\"og:description\" content=\"\">\n    <meta property=\"og:title\" content=\"\">\n    <meta name=\"twitter:description\" content=\"\">\n    <meta name=\"twitter:title\" content=\"\">\n\n    \n\n    \n\n    <style>\na.cta_button{-moz-box-sizing:content-box !important;-webkit-box-sizing:content-box !important;box-sizing:content-box !important;vertical-align:middle}.hs-breadcrumb-menu{list-style-type:none;margin:0px 0px 0px 0px;padding:0px 0px 0px 0px}.hs-breadcrumb-menu-item{float:lef"
          },
          {
            "path": "/swagger.json",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html><html lang=\"en\" class=\"sr\"><head>\n    <meta charset=\"utf-8\">\n    <title></title>\n    <meta name=\"description\" content=\"\">\n\n    <link rel=\"shortcut icon\" href=\"https://www.panoramaed.com/hubfs/logos/favicon.ico\">\n \n\n\n\n    \n    \n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\n    \n    <meta property=\"og:description\" content=\"\">\n    <meta property=\"og:title\" content=\"\">\n    <meta name=\"twitter:description\" content=\"\">\n    <meta name=\"twitter:title\" content=\"\">\n\n    \n\n    \n\n    <style>\na.cta_button{-moz-box-sizing:content-box !important;-webkit-box-sizing:content-box !important;box-sizing:content-box !important;vertical-align:middle}.hs-breadcrumb-menu{list-style-type:none;margin:0px 0px 0px 0px;padding:0px 0px 0px 0px}.hs-breadcrumb-menu-item{float:lef"
          },
          {
            "path": "/swagger.yaml",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html><html lang=\"en\" class=\"sr\"><head>\n    <meta charset=\"utf-8\">\n    <title></title>\n    <meta name=\"description\" content=\"\">\n\n    <link rel=\"shortcut icon\" href=\"https://www.panoramaed.com/hubfs/logos/favicon.ico\">\n \n\n\n\n    \n    \n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\n    \n    <meta property=\"og:description\" content=\"\">\n    <meta property=\"og:title\" content=\"\">\n    <meta name=\"twitter:description\" content=\"\">\n    <meta name=\"twitter:title\" content=\"\">\n\n    \n\n    \n\n    <style>\na.cta_button{-moz-box-sizing:content-box !important;-webkit-box-sizing:content-box !important;box-sizing:content-box !important;vertical-align:middle}.hs-breadcrumb-menu{list-style-type:none;margin:0px 0px 0px 0px;padding:0px 0px 0px 0px}.hs-breadcrumb-menu-item{float:lef"
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html><html lang=\"en\" class=\"sr\"><head>\n    <meta charset=\"utf-8\">\n    <title></title>\n    <meta name=\"description\" content=\"\">\n\n    <link rel=\"shortcut icon\" href=\"https://www.panoramaed.com/hubfs/logos/favicon.ico\">\n \n\n\n\n    \n    \n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\n    \n    <meta property=\"og:description\" content=\"\">\n    <meta property=\"og:title\" content=\"\">\n    <meta name=\"twitter:description\" content=\"\">\n    <meta name=\"twitter:title\" content=\"\">\n\n    \n\n    \n\n    <style>\na.cta_button{-moz-box-sizing:content-box !important;-webkit-box-sizing:content-box !important;box-sizing:content-box !important;vertical-align:middle}.hs-breadcrumb-menu{list-style-type:none;margin:0px 0px 0px 0px;padding:0px 0px 0px 0px}.hs-breadcrumb-menu-item{float:lef"
          },
          {
            "path": "/api/swagger.json",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html><html lang=\"en\" class=\"sr\"><head>\n    <meta charset=\"utf-8\">\n    <title></title>\n    <meta name=\"description\" content=\"\">\n\n    <link rel=\"shortcut icon\" href=\"https://www.panoramaed.com/hubfs/logos/favicon.ico\">\n \n\n\n\n    \n    \n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\n    \n    <meta property=\"og:description\" content=\"\">\n    <meta property=\"og:title\" content=\"\">\n    <meta name=\"twitter:description\" content=\"\">\n    <meta name=\"twitter:title\" content=\"\">\n\n    \n\n    \n\n    <style>\na.cta_button{-moz-box-sizing:content-box !important;-webkit-box-sizing:content-box !important;box-sizing:content-box !important;vertical-align:middle}.hs-breadcrumb-menu{list-style-type:none;margin:0px 0px 0px 0px;padding:0px 0px 0px 0px}.hs-breadcrumb-menu-item{float:lef"
          },
          {
            "path": "/docs/openapi.json",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html><html lang=\"en\" class=\"sr\"><head>\n    <meta charset=\"utf-8\">\n    <title></title>\n    <meta name=\"description\" content=\"\">\n\n    <link rel=\"shortcut icon\" href=\"https://www.panoramaed.com/hubfs/logos/favicon.ico\">\n \n\n\n\n    \n    \n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\n    \n    <meta property=\"og:description\" content=\"\">\n    <meta property=\"og:title\" content=\"\">\n    <meta name=\"twitter:description\" content=\"\">\n    <meta name=\"twitter:title\" content=\"\">\n\n    \n\n    \n\n    <style>\na.cta_button{-moz-box-sizing:content-box !important;-webkit-box-sizing:content-box !important;box-sizing:content-box !important;vertical-align:middle}.hs-breadcrumb-menu{list-style-type:none;margin:0px 0px 0px 0px;padding:0px 0px 0px 0px}.hs-breadcrumb-menu-item{float:lef"
          }
        ]
      },
      "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
      "howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
    }
  ]
}

AI DiscoverabilityBot Access ControlInformational

Web Bot Auth request signing

Web Bot Auth request signing failed at "Fetch to find resource".

50 Fail

Needs attention

Web Bot Auth request signing

Failed check

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",
            "length": 68357
          }
        ]
      },
      "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."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

X-Content-Type-Options

X-Content-Type-Options is missing or incomplete.

50 Fail

Needs attention

X-Content-Type-Options

Failed check

Issue

X-Content-Type-Options is missing or incomplete.

Why it matters

X-Content-Type-Options prevents browsers from treating mislabeled files as executable content, reducing content-sniffing attacks.

Check name

X-Content-Type-Options

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Prevent MIME sniffing for browser-loaded resources.

Result

X-Content-Type-Options is missing or incomplete.

Evidence

{
  "header": "x-content-type-options",
  "value": null
}

Agent Ease of UseMCPEmerging recommendation

MCP Server Card

MCP Server Card failed at "Fetch to find resource".

33 Fail

Needs attention

MCP Server Card

Failed check

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",
            "length": 68357
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 68357
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 68357
          }
        ]
      },
      "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

Needs attention

mcp.json

Failed check

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",
            "length": 68357
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 68357
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 68357
          }
        ]
      },
      "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

Needs attention

WebMCP manifest

Failed check

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",
            "length": 68357
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 68357
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 68357
          }
        ]
      },
      "issue": "WebMCP manifest was not found at the expected path.",
      "howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
    }
  ]
}

AI DiscoverabilityContent ReadinessEmerging recommendation

llms.txt

llms.txt failed at "Fetch to find resource".

25 Fail

Needs attention

llms.txt

Failed check

Issue

llms.txt was not found at the expected path.

Why it matters

llms.txt gives language-model clients a concise, curated summary of important site context and links before they crawl broadly.

Check name

llms.txt

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Emerging recommendation

Goal

Publish llms.txt to summarize agent-readable site guidance.

Result

llms.txt failed at "Fetch to find resource".

Validation steps

Fetch to find resource
llms.txt was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/llms.txt",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 68357
          },
          {
            "path": "/llms-full.txt",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 68357
          }
        ]
      },
      "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

Needs attention

Markdown negotiation

Failed check

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": 19734,
        "excerpt": "<!doctype html><html lang=\"en\" class=\"sr\"><head>\n    <meta charset=\"utf-8\">\n    <title>Panorama Education | Top Educational Software for Schools</title>\n    <meta name=\"description\" content=\"Discover how Panorama’s secure, AI-driven educati",
        "issue": "Markdown response is missing a heading."
      },
      "issue": "Markdown response is missing a heading.",
      "howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Semantic HTML

Semantic HTML is missing or incomplete.

25 Fail

Needs attention

Semantic HTML

Failed check

Issue

Semantic HTML is incomplete: missing <nav> landmark; 2 links missing accessible names; 1 buttons 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": false,
  "footer": true,
  "meaningfulH1": true,
  "headingOrder": true,
  "accessibleLinks": false,
  "accessibleButtons": false,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": true,
  "details": {
    "inaccessibleLinks": [
      "<a class=\"no-stroke no-fill\" href=\"https://www.panoramaed.com/\"> <svg width=\"380\" height=\"72\" viewBox=\"0 0 380 72\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path d=\"M82 72H96V69.589H84.395V62.1466H96V59.766H84.395V52.3826H96V50H82V72Z\" fill=\"#161242\"/> <path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M111.573 50.8437C112.917 51.4049 114.064 52.1795 115.008 53.1635L115.01 53.1655C115.954 54.1495 116.687 55.3104 117.212 56.6462C117.737 57.9819 118 59.4355 118 61.001C118 62.5665 117.728 64.0",
      "<a class=\"no-stroke no-fill\" href=\"https://www.panoramaed.com/\"> <svg width=\"380\" height=\"72\" viewBox=\"0 0 380 72\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"> <path d=\"M82 72H96V69.589H84.395V62.1466H96V59.766H84.395V52.3826H96V50H82V72Z\" fill=\"#161242\"/> <path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M111.573 50.8437C112.917 51.4049 114.064 52.1795 115.008 53.1635L115.01 53.1655C115.954 54.1495 116.687 55.3104 117.212 56.6462C117.737 57.9819 118 59.4355 118 61.001C118 62.5665 117.728 64.0"
    ],
    "inaccessibleButtons": [
      "<button class=\"mainnav-mobile-trigger hamburger hamburger--squeeze\" type=\"button\"><span class=\"hamburger-box\"><span class=\"hamburger-inner\"></span></span></button>"
    ],
    "missingAutocompleteInputs": [],
    "imagesMissingAlt": [],
    "skippedHeadingLevels": []
  },
  "counts": {
    "h1": 1,
    "headings": 12,
    "links": 109,
    "inaccessibleLinks": 2,
    "buttons": 18,
    "inaccessibleButtons": 1,
    "images": 78,
    "imagesWithAlt": 78,
    "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

Needs attention

A2A Agent Card

Failed check

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",
            "length": 68357
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 68357
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 68357
          }
        ]
      },
      "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

Needs attention

Agent Skills index

Failed check

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",
            "length": 68357
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 68357
          }
        ]
      },
      "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

Needs attention

agent.json

Failed check

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",
            "length": 68357
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 68357
          }
        ]
      },
      "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

Needs attention

agents.json

Failed check

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",
            "length": 68357
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 68357
          }
        ]
      },
      "issue": "agents.json was not found at the expected path.",
      "howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is partially implemented.

19 Warning

Needs attention

Content freshness signals

Warning

Issue

Content freshness signals are incomplete: missing dateModified/datePublished in JSON-LD; missing meta or <time> freshness tags.

Why it matters

Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.

Check name

Content freshness signals

Score

25/100

Status

warning

Category

Content Readiness

Maturity

Established

Goal

Expose modified and published dates for freshness-aware retrieval and ranking.

Result

Content freshness signals is partially implemented.

Evidence

{
  "lastModified": "Tue, 09 Jun 2026 20:40:38 GMT",
  "schemaDates": [],
  "metaDateCount": 0,
  "timeDateCount": 0
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

DNS-AID Agent Discovery

DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".

15 Fail

Needs attention

DNS-AID Agent Discovery

Failed check

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.panoramaed.com",
        "probes": [
          {
            "name": "_index._agents.www.panoramaed.com",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          },
          {
            "name": "_a2a._agents.www.panoramaed.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.panoramaed.com",
            "dnssecTypes": [],
            "dnssecRecordCount": 0
          },
          {
            "name": "panoramaed.com",
            "dnssecTypes": [],
            "dnssecRecordCount": 0
          }
        ]
      },
      "issue": "DNSSEC material was not visible for the hostname or parent zone from this resolver.",
      "howToFix": "Sign the public discovery zone with DNSSEC so validating resolvers can return authenticated data."
    }
  ]
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

AIO: Source and trust signals scored 40/100 and needs a fix.

9 Fail

Needs attention

AIO: Source and trust signals

Failed check

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Source and trust signals

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible and useful for Google AI Overviews and AI Mode extraction.

Result

AIO: Source and trust signals scored 40/100 and needs a fix.

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "https://www.panoramaed.com/about/privacy/website-privacy-policy",
      "text": "Privacy Policy",
      "html": "<a rel=\"noopener\" tabindex=\"0\" href=\"https://www.panoramaed.com/about/privacy/website-privacy-policy\" target=\"_blank\" class=\" osano-cm-storage-policy osano-cm-content__link osano-cm-link \" aria-describedby=\"osano-cm-aria.newWindow\"><!--?lit$839638249$-->Privacy Policy</a>"
    },
    {
      "href": "https://www.panoramaed.com/about/privacy/safety-trust",
      "text": "Security and Privacy",
      "html": "<a class=\"p-lg-2 pt-3 pb-1 mm--link-default \" href=\"https://www.panoramaed.com/about/privacy/safety-trust\"> <div> <div class=\"mm-title\">Security and Privacy</div> </div> </a>"
    },
    {
      "href": "https://www.panoramaed.com/about",
      "text": "About Panorama",
      "html": "<a class=\"p-lg-2 pt-3 pb-1 mm--link-default \" href=\"https://www.panoramaed.com/about\"> <div> <div class=\"mm-title\">About Panorama</div> </div> </a>"
    },
    {
      "href": "https://www.panoramaed.com/about/press",
      "text": "In the Press",
      "html": "<a class=\"p-lg-2 pt-3 pb-1 mm--link-default \" href=\"https://www.panoramaed.com/about/press\"> <div> <div class=\"mm-title\">In the Press</div> </div> </a>"
    },
    {
      "href": "https://www.panoramaed.com/about/privacy",
      "text": "Data Privacy",
      "html": "<a class=\"p-lg-2 pt-3 pb-1 mm--link-default \" href=\"https://www.panoramaed.com/about/privacy\"> <div> <div class=\"mm-title\">Data Privacy</div> </div> </a>"
    },
    {
      "href": "https://www.panoramaed.com/about/careers",
      "text": "Join Our Team",
      "html": "<a class=\"p-lg-2 pt-3 pb-1 mm--link-default \" href=\"https://www.panoramaed.com/about/careers\"> <div> <div class=\"mm-title\">Join Our Team</div> </div> </a>"
    },
    {
      "href": "javascript:void(0);",
      "text": "Company",
      "html": "<a href=\"javascript:void(0);\" aria-haspopup=\"true\" aria-expanded=\"false\" role=\"menuitem\" target=\"_self\">Company</a>"
    },
    {
      "href": "https://www.panoramaed.com/about",
      "text": "About Panorama",
      "html": "<a href=\"https://www.panoramaed.com/about\" role=\"menuitem\" target=\"_self\">About Panorama</a>"
    },
    {
      "href": "https://www.panoramaed.com/about/press",
      "text": "In the Press",
      "html": "<a href=\"https://www.panoramaed.com/about/press\" role=\"menuitem\" target=\"_self\">In the Press</a>"
    },
    {
      "href": "https://www.panoramaed.com/about/careers",
      "text": "Join Our Team",
      "html": "<a href=\"https://www.panoramaed.com/about/careers\" role=\"menuitem\" target=\"_self\">Join Our Team</a>"
    },
    {
      "href": "https://www.panoramaed.com/about/contact",
      "text": "Contact Us",
      "html": "<a href=\"https://www.panoramaed.com/about/contact\" role=\"menuitem\" target=\"_self\">Contact Us</a>"
    },
    {
      "href": "https://www.linkedin.com/company/panorama-education",
      "text": "",
      "html": "<a href=\"https://www.linkedin.com/company/panorama-education\" target=\"_blank\" rel=\"noopener\" aria-label=\"LinkedIn\"> <svg width=\"30\" height=\"30\" viewBox=\"0 0 30 30\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M6.45 9.1688C7.95 9.1688 9.15 7.95005 9.15 6.4688C9.15 4.98755 7.93125 3.7688 6.45 3.7688C4.96875 3.7688 3.75 4.98755 3.75 6.4688C3.75 7.95005 4.96875 9.1688 6.45 9.1688ZM11.7188 11.2125V26.25H16.3687V18.825C16.3687 16.8563 16.7438 14.9626 19.1625 14.9626C21.5813 14.9626 21.58..."
    },
    {
      "href": "https://www.panoramaed.com/about/privacy/safety-trust",
      "text": "Data Privacy, Safety, & Trust",
      "html": "<a href=\"https://www.panoramaed.com/about/privacy/safety-trust\" class=\"mr-md-3\"> Data Privacy, Safety, &amp; Trust </a>"
    },
    {
      "href": "https://www.panoramaed.com/about/privacy/client-information-policy",
      "text": "Client Information Policy",
      "html": "<a href=\"https://www.panoramaed.com/about/privacy/client-information-policy\" class=\"mr-md-3\"> Client Information Policy </a>"
    },
    {
      "href": "https://www.panoramaed.com/about/privacy/website-privacy-policy",
      "text": "Website Privacy Policy",
      "html": "<a href=\"https://www.panoramaed.com/about/privacy/website-privacy-policy\" class> Website Privacy Policy </a>"
    }
  ],
  "contactLinks": [
    {
      "href": "https://www.panoramaed.com/solutions/mtss-software-platform",
      "text": "Multi-Tiered System of Supports Build effective, district-wide MTSS",
      "html": "<a class=\"p-lg-2 pt-3 pb-1 mm--link-default \" href=\"https://www.panoramaed.com/solutions/mtss-software-platform\"> <div> <div class=\"mm-title\">Multi-Tiered System of Supports</div> <div class=\"mm-subtitle mt-2\">Build effective, district-wide MTSS</div> </div> </a>"
    },
    {
      "href": "https://www.panoramaed.com/products/surveys/school-climate-survey",
      "text": "School Climate & Culture Create a safe, supportive learning environment",
      "html": "<a class=\"p-lg-2 pt-3 pb-1 mm--link-default \" href=\"https://www.panoramaed.com/products/surveys/school-climate-survey\"> <div> <div class=\"mm-title\">School Climate &amp; Culture</div> <div class=\"mm-subtitle mt-2\">Create a safe, supportive learning environment</div> </div> </a>"
    },
    {
      "href": "https://www.panoramaed.com/solutions/pbis",
      "text": "Positive Behavior Interventions & Supports Promote positive behavior and climate",
      "html": "<a class=\"p-lg-2 pt-3 pb-1 mm--link-default \" href=\"https://www.panoramaed.com/solutions/pbis\"> <div> <div class=\"mm-title\">Positive Behavior Interventions &amp; Supports</div> <div class=\"mm-subtitle mt-2\">Promote positive behavior and climate</div> </div> </a>"
    },
    {
      "href": "https://www.panoramaed.com/impact/success-stories?topic=mtss",
      "text": "Multi-Tiered System of Supports",
      "html": "<a class=\"p-lg-2 pt-3 pb-1 mm--link-default \" href=\"https://www.panoramaed.com/impact/success-stories?topic=mtss\"> <div> <div class=\"mm-title\">Multi-Tiered System of Supports</div> </div> </a>"
    },
    {
      "href": "https://www.panoramaed.com/solutions/mtss-software-platform",
      "text": "Multi-Tiered System of Supports",
      "html": "<a href=\"https://www.panoramaed.com/solutions/mtss-software-platform\" role=\"menuitem\" target=\"_self\">Multi-Tiered System of Supports</a>"
    },
    {
      "href": "https://www.panoramaed.com/solutions/pbis",
      "text": "Positive Behavior Interventions & Supports",
      "html": "<a href=\"https://www.panoramaed.com/solutions/pbis\" role=\"menuitem\" target=\"_self\">Positive Behavior Interventions &amp; Supports</a>"
    },
    {
      "href": "https://www.panoramaed.com/impact/success-stories?topic=mtss",
      "text": "Multi-Tiered System of Supports",
      "html": "<a href=\"https://www.panoramaed.com/impact/success-stories?topic=mtss\" role=\"menuitem\" target=\"_self\">Multi-Tiered System of Supports</a>"
    },
    {
      "href": "https://www.panoramaed.com/about/contact",
      "text": "Contact Us",
      "html": "<a href=\"https://www.panoramaed.com/about/contact\" role=\"menuitem\" target=\"_self\">Contact Us</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://www.panoramaed.com/about/privacy/website-privacy-policy",
      "text": "Privacy Policy",
      "html": "<a rel=\"noopener\" tabindex=\"0\" href=\"https://www.panoramaed.com/about/privacy/website-privacy-policy\" target=\"_blank\" class=\" osano-cm-storage-policy osano-cm-content__link osano-cm-link \" aria-describedby=\"osano-cm-aria.newWindow\"><!--?lit$839638249$-->Privacy Policy</a>"
    },
    {
      "href": "https://www.panoramaed.com/about/privacy/safety-trust",
      "text": "Security and Privacy",
      "html": "<a class=\"p-lg-2 pt-3 pb-1 mm--link-default \" href=\"https://www.panoramaed.com/about/privacy/safety-trust\"> <div> <div class=\"mm-title\">Security and Privacy</div> </div> </a>"
    },
    {
      "href": "https://www.panoramaed.com/about/privacy",
      "text": "Data Privacy",
      "html": "<a class=\"p-lg-2 pt-3 pb-1 mm--link-default \" href=\"https://www.panoramaed.com/about/privacy\"> <div> <div class=\"mm-title\">Data Privacy</div> </div> </a>"
    },
    {
      "href": "https://www.panoramaed.com/about/privacy/safety-trust",
      "text": "Data Privacy, Safety, & Trust",
      "html": "<a href=\"https://www.panoramaed.com/about/privacy/safety-trust\" class=\"mr-md-3\"> Data Privacy, Safety, &amp; Trust </a>"
    },
    {
      "href": "https://www.panoramaed.com/about/privacy/client-information-policy",
      "text": "Client Information Policy",
      "html": "<a href=\"https://www.panoramaed.com/about/privacy/client-information-policy\" class=\"mr-md-3\"> Client Information Policy </a>"
    },
    {
      "href": "https://www.panoramaed.com/about/privacy/website-privacy-policy",
      "text": "Website Privacy Policy",
      "html": "<a href=\"https://www.panoramaed.com/about/privacy/website-privacy-policy\" class> Website Privacy Policy </a>"
    }
  ],
  "score": 40,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

AEO: Answer evidence and trust scored 40/100 and needs a fix.

5 Fail

Needs attention

AEO: Answer evidence and trust

Failed check

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Answer evidence and trust

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to answer from directly.

Result

AEO: Answer evidence and trust scored 40/100 and needs a fix.

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "https://www.panoramaed.com/about/privacy/website-privacy-policy",
      "text": "Privacy Policy",
      "html": "<a rel=\"noopener\" tabindex=\"0\" href=\"https://www.panoramaed.com/about/privacy/website-privacy-policy\" target=\"_blank\" class=\" osano-cm-storage-policy osano-cm-content__link osano-cm-link \" aria-describedby=\"osano-cm-aria.newWindow\"><!--?lit$839638249$-->Privacy Policy</a>"
    },
    {
      "href": "https://www.panoramaed.com/about/privacy/safety-trust",
      "text": "Security and Privacy",
      "html": "<a class=\"p-lg-2 pt-3 pb-1 mm--link-default \" href=\"https://www.panoramaed.com/about/privacy/safety-trust\"> <div> <div class=\"mm-title\">Security and Privacy</div> </div> </a>"
    },
    {
      "href": "https://www.panoramaed.com/about",
      "text": "About Panorama",
      "html": "<a class=\"p-lg-2 pt-3 pb-1 mm--link-default \" href=\"https://www.panoramaed.com/about\"> <div> <div class=\"mm-title\">About Panorama</div> </div> </a>"
    },
    {
      "href": "https://www.panoramaed.com/about/press",
      "text": "In the Press",
      "html": "<a class=\"p-lg-2 pt-3 pb-1 mm--link-default \" href=\"https://www.panoramaed.com/about/press\"> <div> <div class=\"mm-title\">In the Press</div> </div> </a>"
    },
    {
      "href": "https://www.panoramaed.com/about/privacy",
      "text": "Data Privacy",
      "html": "<a class=\"p-lg-2 pt-3 pb-1 mm--link-default \" href=\"https://www.panoramaed.com/about/privacy\"> <div> <div class=\"mm-title\">Data Privacy</div> </div> </a>"
    },
    {
      "href": "https://www.panoramaed.com/about/careers",
      "text": "Join Our Team",
      "html": "<a class=\"p-lg-2 pt-3 pb-1 mm--link-default \" href=\"https://www.panoramaed.com/about/careers\"> <div> <div class=\"mm-title\">Join Our Team</div> </div> </a>"
    },
    {
      "href": "javascript:void(0);",
      "text": "Company",
      "html": "<a href=\"javascript:void(0);\" aria-haspopup=\"true\" aria-expanded=\"false\" role=\"menuitem\" target=\"_self\">Company</a>"
    },
    {
      "href": "https://www.panoramaed.com/about",
      "text": "About Panorama",
      "html": "<a href=\"https://www.panoramaed.com/about\" role=\"menuitem\" target=\"_self\">About Panorama</a>"
    },
    {
      "href": "https://www.panoramaed.com/about/press",
      "text": "In the Press",
      "html": "<a href=\"https://www.panoramaed.com/about/press\" role=\"menuitem\" target=\"_self\">In the Press</a>"
    },
    {
      "href": "https://www.panoramaed.com/about/careers",
      "text": "Join Our Team",
      "html": "<a href=\"https://www.panoramaed.com/about/careers\" role=\"menuitem\" target=\"_self\">Join Our Team</a>"
    },
    {
      "href": "https://www.panoramaed.com/about/contact",
      "text": "Contact Us",
      "html": "<a href=\"https://www.panoramaed.com/about/contact\" role=\"menuitem\" target=\"_self\">Contact Us</a>"
    },
    {
      "href": "https://www.linkedin.com/company/panorama-education",
      "text": "",
      "html": "<a href=\"https://www.linkedin.com/company/panorama-education\" target=\"_blank\" rel=\"noopener\" aria-label=\"LinkedIn\"> <svg width=\"30\" height=\"30\" viewBox=\"0 0 30 30\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M6.45 9.1688C7.95 9.1688 9.15 7.95005 9.15 6.4688C9.15 4.98755 7.93125 3.7688 6.45 3.7688C4.96875 3.7688 3.75 4.98755 3.75 6.4688C3.75 7.95005 4.96875 9.1688 6.45 9.1688ZM11.7188 11.2125V26.25H16.3687V18.825C16.3687 16.8563 16.7438 14.9626 19.1625 14.9626C21.5813 14.9626 21.58..."
    },
    {
      "href": "https://www.panoramaed.com/about/privacy/safety-trust",
      "text": "Data Privacy, Safety, & Trust",
      "html": "<a href=\"https://www.panoramaed.com/about/privacy/safety-trust\" class=\"mr-md-3\"> Data Privacy, Safety, &amp; Trust </a>"
    },
    {
      "href": "https://www.panoramaed.com/about/privacy/client-information-policy",
      "text": "Client Information Policy",
      "html": "<a href=\"https://www.panoramaed.com/about/privacy/client-information-policy\" class=\"mr-md-3\"> Client Information Policy </a>"
    },
    {
      "href": "https://www.panoramaed.com/about/privacy/website-privacy-policy",
      "text": "Website Privacy Policy",
      "html": "<a href=\"https://www.panoramaed.com/about/privacy/website-privacy-policy\" class> Website Privacy Policy </a>"
    }
  ],
  "contactLinks": [
    {
      "href": "https://www.panoramaed.com/solutions/mtss-software-platform",
      "text": "Multi-Tiered System of Supports Build effective, district-wide MTSS",
      "html": "<a class=\"p-lg-2 pt-3 pb-1 mm--link-default \" href=\"https://www.panoramaed.com/solutions/mtss-software-platform\"> <div> <div class=\"mm-title\">Multi-Tiered System of Supports</div> <div class=\"mm-subtitle mt-2\">Build effective, district-wide MTSS</div> </div> </a>"
    },
    {
      "href": "https://www.panoramaed.com/products/surveys/school-climate-survey",
      "text": "School Climate & Culture Create a safe, supportive learning environment",
      "html": "<a class=\"p-lg-2 pt-3 pb-1 mm--link-default \" href=\"https://www.panoramaed.com/products/surveys/school-climate-survey\"> <div> <div class=\"mm-title\">School Climate &amp; Culture</div> <div class=\"mm-subtitle mt-2\">Create a safe, supportive learning environment</div> </div> </a>"
    },
    {
      "href": "https://www.panoramaed.com/solutions/pbis",
      "text": "Positive Behavior Interventions & Supports Promote positive behavior and climate",
      "html": "<a class=\"p-lg-2 pt-3 pb-1 mm--link-default \" href=\"https://www.panoramaed.com/solutions/pbis\"> <div> <div class=\"mm-title\">Positive Behavior Interventions &amp; Supports</div> <div class=\"mm-subtitle mt-2\">Promote positive behavior and climate</div> </div> </a>"
    },
    {
      "href": "https://www.panoramaed.com/impact/success-stories?topic=mtss",
      "text": "Multi-Tiered System of Supports",
      "html": "<a class=\"p-lg-2 pt-3 pb-1 mm--link-default \" href=\"https://www.panoramaed.com/impact/success-stories?topic=mtss\"> <div> <div class=\"mm-title\">Multi-Tiered System of Supports</div> </div> </a>"
    },
    {
      "href": "https://www.panoramaed.com/solutions/mtss-software-platform",
      "text": "Multi-Tiered System of Supports",
      "html": "<a href=\"https://www.panoramaed.com/solutions/mtss-software-platform\" role=\"menuitem\" target=\"_self\">Multi-Tiered System of Supports</a>"
    },
    {
      "href": "https://www.panoramaed.com/solutions/pbis",
      "text": "Positive Behavior Interventions & Supports",
      "html": "<a href=\"https://www.panoramaed.com/solutions/pbis\" role=\"menuitem\" target=\"_self\">Positive Behavior Interventions &amp; Supports</a>"
    },
    {
      "href": "https://www.panoramaed.com/impact/success-stories?topic=mtss",
      "text": "Multi-Tiered System of Supports",
      "html": "<a href=\"https://www.panoramaed.com/impact/success-stories?topic=mtss\" role=\"menuitem\" target=\"_self\">Multi-Tiered System of Supports</a>"
    },
    {
      "href": "https://www.panoramaed.com/about/contact",
      "text": "Contact Us",
      "html": "<a href=\"https://www.panoramaed.com/about/contact\" role=\"menuitem\" target=\"_self\">Contact Us</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://www.panoramaed.com/about/privacy/website-privacy-policy",
      "text": "Privacy Policy",
      "html": "<a rel=\"noopener\" tabindex=\"0\" href=\"https://www.panoramaed.com/about/privacy/website-privacy-policy\" target=\"_blank\" class=\" osano-cm-storage-policy osano-cm-content__link osano-cm-link \" aria-describedby=\"osano-cm-aria.newWindow\"><!--?lit$839638249$-->Privacy Policy</a>"
    },
    {
      "href": "https://www.panoramaed.com/about/privacy/safety-trust",
      "text": "Security and Privacy",
      "html": "<a class=\"p-lg-2 pt-3 pb-1 mm--link-default \" href=\"https://www.panoramaed.com/about/privacy/safety-trust\"> <div> <div class=\"mm-title\">Security and Privacy</div> </div> </a>"
    },
    {
      "href": "https://www.panoramaed.com/about/privacy",
      "text": "Data Privacy",
      "html": "<a class=\"p-lg-2 pt-3 pb-1 mm--link-default \" href=\"https://www.panoramaed.com/about/privacy\"> <div> <div class=\"mm-title\">Data Privacy</div> </div> </a>"
    },
    {
      "href": "https://www.panoramaed.com/about/privacy/safety-trust",
      "text": "Data Privacy, Safety, & Trust",
      "html": "<a href=\"https://www.panoramaed.com/about/privacy/safety-trust\" class=\"mr-md-3\"> Data Privacy, Safety, &amp; Trust </a>"
    },
    {
      "href": "https://www.panoramaed.com/about/privacy/client-information-policy",
      "text": "Client Information Policy",
      "html": "<a href=\"https://www.panoramaed.com/about/privacy/client-information-policy\" class=\"mr-md-3\"> Client Information Policy </a>"
    },
    {
      "href": "https://www.panoramaed.com/about/privacy/website-privacy-policy",
      "text": "Website Privacy Policy",
      "html": "<a href=\"https://www.panoramaed.com/about/privacy/website-privacy-policy\" class> Website Privacy Policy </a>"
    }
  ],
  "score": 40,
  "weight": 22
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

AEO: Answer-first sections scored 65/100 and needs improvement.

4 Warning

Needs attention

AEO: Answer-first sections

Warning

Issue

9 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": 11,
  "passing": 2,
  "failing": [
    {
      "heading": "Built for educators. Trusted by 2,000+ districts.",
      "headingHtml": "<h2 style=\"font-size: 20px;\">Built for educators. Trusted by 2,000+ districts.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Proven impact supporting 15 million students",
      "headingHtml": "<h2 style=\"font-size: 20px;\">Proven impact supporting 15 million students</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "The platform for student insight and action",
      "headingHtml": "<h2><strong>The platform for student insight and&#xa0;action</strong></h2>",
      "firstParagraph": "Turn your data into what you do next.",
      "paragraphHtml": "<p style=\"font-size: 1.15rem;\">Turn your data into what you do next.</p>",
      "words": 8,
      "direct": false,
      "issue": "First paragraph is 8 words and does not look like a concise direct answer."
    },
    {
      "heading": "Over a decade of innovation, privacy, and proven student impact",
      "headingHtml": "<h2><strong>Over a decade of innovation, privacy, and proven student impact</strong></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Proven strategies to support student success",
      "headingHtml": "<h2><strong>Proven strategies to support student success</strong></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "AI Roadmap for District Leaders",
      "headingHtml": "<h3 class=\"card--resource__title\"> AI Roadmap for District Leaders </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "How AI Ready Is Your District?",
      "headingHtml": "<h3 class=\"card--resource__title\"> How AI Ready Is Your District? </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "The State of Chronic Absenteeism",
      "headingHtml": "<h3 class=\"card--resource__title\"> The State of Chronic Absenteeism </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "See Panorama in action",
      "headingHtml": "<h2><strong>See Panorama in action</strong></h2>",
      "firstParagraph": "Let’s talk about how Panorama’s AI education platform for K-12 school districts can support your goals and spark student success.",
      "paragraphHtml": "<p>Let&#x2019;s talk about how Panorama&#x2019;s AI education platform for K-12 school districts can support your goals and spark student success.</p>",
      "words": 22,
      "direct": false,
      "issue": "First paragraph is 22 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience for AIO

AIO: Page experience for AIO scored 70/100 and needs improvement.

2 Warning

Needs attention

AIO: Page experience for AIO

Warning

Issue

4 image(s) are missing width/height attributes. 9 possible modal/interstitial element(s) detected.

Details

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Page experience for AIO

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible and useful for Google AI Overviews and AI Mode extraction.

Result

AIO: Page experience for AIO scored 70/100 and needs improvement.

Evidence

{
  "viewportContent": "width=device-width, initial-scale=1",
  "visibleWords": 1491,
  "htmlBytes": 362832,
  "imagesMissingDimensions": [
    {
      "src": "https://www.panoramaed.com/hubfs/mesquite-isd-logo.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://www.panoramaed.com/hubfs/mesquite-isd-logo.png\" alt=\"mesquite-isd-logo\">"
    },
    {
      "src": "https://www.panoramaed.com/hs-fs/hubfs/panorama-education-district-view.png?width=2000&name=panorama-education-district-view.png",
      "width": "2000",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://www.panoramaed.com/hs-fs/hubfs/panorama-education-district-view.png?width=2000&amp;name=panorama-education-district-view.png\" alt=\"Screenshots of Panorama&#x2019;s AI education platform for K-12 school districts showing how its AI tool, Panorama Solara, helps synthesize student data and generate personalized intervention plans\" width=\"2000\" style=\"max-width: 100%; height: auto;\" srcset=\"https://www.panoramaed.com/hs-fs/hubfs/panorama-education-district-view.png?width=1000&am..."
    },
    {
      "src": "https://www.panoramaed.com/hs-fs/hubfs/panorama-pathways-graduation-progress-tracker.png?width=2000&name=panorama-pathways-graduation-progress-tracker.png",
      "width": "2000",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://www.panoramaed.com/hs-fs/hubfs/panorama-pathways-graduation-progress-tracker.png?width=2000&amp;name=panorama-pathways-graduation-progress-tracker.png\" alt=\"Screenshots of Panorama&#x2019;s educational software for schools showing graduation plan progress\" loading=\"lazy\" width=\"2000\" style=\"max-width: 100%; height: auto;\" srcset=\"https://www.panoramaed.com/hs-fs/hubfs/panorama-pathways-graduation-progress-tracker.png?width=1000&amp;name=panorama-pathways-graduation-progress-..."
    },
    {
      "src": "https://www.panoramaed.com/hs-fs/hubfs/panorama-pathways-graduation-progress-tracker.png?width=2000&name=panorama-pathways-graduation-progress-tracker.png",
      "width": "2000",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://www.panoramaed.com/hs-fs/hubfs/panorama-pathways-graduation-progress-tracker.png?width=2000&amp;name=panorama-pathways-graduation-progress-tracker.png\" alt=\"Screenshots of Panorama&#x2019;s educational software for schools showing graduation plan progress\" loading=\"lazy\" width=\"2000\" style=\"max-width: 100%; height: auto;\" srcset=\"https://www.panoramaed.com/hs-fs/hubfs/panorama-pathways-graduation-progress-tracker.png?width=1000&amp;name=panorama-pathways-graduation-progress-..."
    }
  ],
  "possibleDialogs": [
    "<div role=\"dialog\" id=\"ea3eecd1-c77c-47ad-b208-99c470e9bb25\" aria-label=\"Cookie Consent Banner\" aria-describedby=\"ea3eecd1-c77c-47ad-b208-99c470e9bb25__label\" class=\"osano-cm-window__dialog osano-cm-dialog osano-cm-dialog--position_bottom-left osano-cm-dialog--type_box\"> <!--?lit$839638249$--> <button class=\" osano-cm-dialog__close osano-cm-close \"> <!--?lit$839638249$--><svg width=\"20px\" height=\"20px\" viewBox=\"0 0 20 20\" aria-labelledby=\"d9bfc316-4092-4f05-bb54-b58b46e41332\"> <title id=\"d9bf...",
    "<button class=\" osano-cm-dialog__close osano-cm-close \"> <!--?lit$839638249$--><svg width=\"20px\" height=\"20px\" viewBox=\"0 0 20 20\" aria-labelledby=\"d9bfc316-4092-4f05-bb54-b58b46e41332\"> <title id=\"d9bfc316-4092-4f05-bb54-b58b46e41332\">&lt;!----&gt;Close this dialog&lt;!----&gt;</title> <line role=\"presentation\" x1=\"2\" y1=\"2\" x2=\"18\" y2=\"18\"/> <line role=\"presentation\" x1=\"2\" y1=\"18\" x2=\"18\" y2=\"2\"/> </svg> </button>",
    "<div class=\" osano-cm-dialog__content osano-cm-content \"> <!--?lit$839638249$--> <!--?lit$839638249$--> <span id=\"ea3eecd1-c77c-47ad-b208-99c470e9bb25__label\" class=\" osano-cm-content__message osano-cm-message \"> <!--?lit$839638249$-->This website utilizes technologies such as cookies to enable essential site functionality, as well as for analytics, personalization, and targeted advertising. <!--?lit$839638249$-->To learn more, view the following link: <!--?lit$839638249$--> </span> <!--?lit$...",
    "<div class=\"osano-cm-dialog__buttons osano-cm-buttons\"> <!--?lit$839638249$--><!--?lit$839638249$--><button class=\" osano-cm-manage osano-cm-buttons__button osano-cm-button osano-cm-button--type_manage \" tabindex=\"0\"> <!--?lit$839638249$-->Manage Preferences </button><!--?--> </div>",
    "<div role=\"dialog\" aria-modal=\"true\" id=\"1a23327f-e49f-4ba7-a32e-2b7fc1cc9b35\" aria-labelledby=\"1a23327f-e49f-4ba7-a32e-2b7fc1cc9b35__label\" aria-hidden=\"true\" class=\" osano-cm-window__info-dialog osano-cm-info-dialog osano-cm-info-dialog--hidden \"> <!--?lit$839638249$--><!--?lit$839638249$--><span tabindex=\"0\" aria-hidden=\"true\" data-focus=\"first\"></span><!--?--> <div role=\"presentation\" class=\" osano-cm-info-dialog__info osano-cm-info osano-cm-info--position_left \"> <!--?lit$839638249$--><d...",
    "<div role=\"presentation\" class=\" osano-cm-info-dialog__info osano-cm-info osano-cm-info--position_left \"> <!--?lit$839638249$--><div role=\"presentation\" class=\" osano-cm-info__info-dialog-header osano-cm-info-dialog-header \"> <p role=\"heading\" aria-level=\"1\" aria-hidden=\"true\" id=\"1a23327f-e49f-4ba7-a32e-2b7fc1cc9b35__label\" class=\" osano-cm-info-dialog-header__header osano-cm-header \"> <!--?lit$839638249$--> </p> <!--?lit$839638249$--> <!--?lit$839638249$--><button class=\" osano-cm-info-dial...",
    "<div role=\"presentation\" class=\" osano-cm-info__info-dialog-header osano-cm-info-dialog-header \"> <p role=\"heading\" aria-level=\"1\" aria-hidden=\"true\" id=\"1a23327f-e49f-4ba7-a32e-2b7fc1cc9b35__label\" class=\" osano-cm-info-dialog-header__header osano-cm-header \"> <!--?lit$839638249$--> </p> <!--?lit$839638249$--> <!--?lit$839638249$--><button class=\" osano-cm-info-dialog-header__close osano-cm-close \"> <!--?lit$839638249$--><svg width=\"20px\" height=\"20px\" viewBox=\"0 0 20 20\" aria-labelledby=\"6a...",
    "<p role=\"heading\" aria-level=\"1\" aria-hidden=\"true\" id=\"1a23327f-e49f-4ba7-a32e-2b7fc1cc9b35__label\" class=\" osano-cm-info-dialog-header__header osano-cm-header \"> <!--?lit$839638249$--> </p>",
    "<button class=\" osano-cm-info-dialog-header__close osano-cm-close \"> <!--?lit$839638249$--><svg width=\"20px\" height=\"20px\" viewBox=\"0 0 20 20\" aria-labelledby=\"6af29010-ec3e-4ff1-9fed-15c3768588e8\"> <title id=\"6af29010-ec3e-4ff1-9fed-15c3768588e8\">&lt;!----&gt;Close Cookie Preferences&lt;!----&gt;</title> <line role=\"presentation\" x1=\"2\" y1=\"2\" x2=\"18\" y2=\"18\"/> <line role=\"presentation\" x1=\"2\" y1=\"18\" x2=\"18\" y2=\"2\"/> </svg> </button>"
  ],
  "score": 70,
  "weight": 10
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Explanatory content depth

GEO: Explanatory content depth scored 75/100 and needs improvement.

2 Warning

Needs attention

GEO: Explanatory content depth

Warning

Issue

7 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": 7,
  "citablePassages": 0,
  "failingCandidateParagraphs": [
    {
      "index": 11,
      "heading": "H2: The problem isn't data. It's action.",
      "text": "Student data is spread across systems, making it hard to act with clarity. AI tools generate answers—but without full student context, they don’t translate into clear next steps. What’s missing is a connected path from student insight to action.",
      "words": 42,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (42 words; target 80-220)."
      ],
      "html": "<p>Student data is spread across systems, making it hard to act with clarity. AI tools generate answers&#x2014;but without full student context, they don&#x2019;t translate into clear next steps. What&#x2019;s missing is a connected path from student insight to action.</p>"
    },
    {
      "index": 20,
      "heading": "H2: What educators love about partnering with Panorama",
      "text": "“Panorama Solara is a game changer. We have district-created resources that Solara can ingest, allowing us to use it for intervention planning, instructional tools, and program development in a way that’s actually specific to the BPS context. We’re using a secure AI system with our own data to inform our planning.”",
      "words": 53,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (53 words; target 80-220)."
      ],
      "html": "<p>&#x201c;Panorama Solara is a <strong>game changer</strong>. We have district-created resources that Solara can ingest, allowing us to use it for intervention planning, instructional tools, and program development in a way that&#x2019;s <strong>actually specific to the BPS</strong> context. We&#x2019;re using a secure AI system with our own data to inform our planning.&#x201d;</p>"
    },
    {
      "index": 22,
      "heading": "H2: What educators love about partnering with Panorama",
      "text": "“In my 27 years of education, I have never worked with a company that has the professionalism, follow through, and responsiveness that the colleagues at Panorama demonstrate on a regular basis. I continue to be impressed with their expertise and knowledge regarding school climate and using data to make informed decisions.”",
      "words": 51,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (51 words; target 80-220)."
      ],
      "html": "<p>&#x201c;In my 27 years of education, I have never worked with a company that has the <strong>professionalism, follow through, and responsiveness</strong> that the colleagues at Panorama demonstrate on a regular basis. I continue to be impressed with their expertise and knowledge regarding school climate and using data to make informed decisions.&#x201d;</p>"
    },
    {
      "index": 24,
      "heading": "H2: What educators love about partnering with Panorama",
      "text": "\"We used to spend our meeting times gathering data through spreadsheets and paper folders. Then we would need to schedule another meeting to actually talk about the data. Now, we spend our time problem-solving around data and making decisions to plan interventions to support students.”",
      "words": 45,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (45 words; target 80-220)."
      ],
      "html": "<p>&quot;We used to spend our meeting times gathering data through spreadsheets and paper folders. Then we would need to schedule another meeting to actually talk about the data. Now, we spend our time <strong>problem-solving around data</strong> and <strong>making decisions to plan interventions to support students</strong>.&#x201d;</p>"
    },
    {
      "index": 30,
      "heading": "H2: What educators love about partnering with Panorama",
      "text": "“Panorama Solara is a game changer. We have district-created resources that Solara can ingest, allowing us to use it for intervention planning, instructional tools, and program development in a way that’s actually specific to the BPS context. We’re using a secure AI system with our own data to inform our planning.”",
      "words": 53,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (53 words; target 80-220)."
      ],
      "html": "<p>&#x201c;Panorama Solara is a <strong>game changer</strong>. We have district-created resources that Solara can ingest, allowing us to use it for intervention planning, instructional tools, and program development in a way that&#x2019;s <strong>actually specific to the BPS</strong> context. We&#x2019;re using a secure AI system with our own data to inform our planning.&#x201d;</p>"
    },
    {
      "index": 32,
      "heading": "H2: What educators love about partnering with Panorama",
      "text": "“In my 27 years of education, I have never worked with a company that has the professionalism, follow through, and responsiveness that the colleagues at Panorama demonstrate on a regular basis. I continue to be impressed with their expertise and knowledge regarding school climate and using data to make informed decisions.”",
      "words": 51,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (51 words; target 80-220)."
      ],
      "html": "<p>&#x201c;In my 27 years of education, I have never worked with a company that has the <strong>professionalism, follow through, and responsiveness</strong> that the colleagues at Panorama demonstrate on a regular basis. I continue to be impressed with their expertise and knowledge regarding school climate and using data to make informed decisions.&#x201d;</p>"
    },
    {
      "index": 34,
      "heading": "H2: What educators love about partnering with Panorama",
      "text": "\"We used to spend our meeting times gathering data through spreadsheets and paper folders. Then we would need to schedule another meeting to actually talk about the data. Now, we spend our time problem-solving around data and making decisions to plan interventions to support students.”",
      "words": 45,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (45 words; target 80-220)."
      ],
      "html": "<p>&quot;We used to spend our meeting times gathering data through spreadsheets and paper folders. Then we would need to schedule another meeting to actually talk about the data. Now, we spend our time <strong>problem-solving around data</strong> and <strong>making decisions to plan interventions to support students</strong>.&#x201d;</p>"
    }
  ],
  "citableParagraphs": [],
  "score": 75,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Entity clarity

GEO: Entity clarity scored 84/100 and needs improvement.

2 Warning

Needs attention

GEO: Entity clarity

Warning

Issue

Title/H1 terms missing from description: education, top, smarter, support, learning, every.

Details

Why it matters

Check name

GEO: Entity clarity

Score

84/100

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 84/100 and needs improvement.

Evidence

{
  "title": "Panorama Education | Top Educational Software for Schools",
  "h1": "Smarter support and learning for every student",
  "description": "Discover how Panorama’s secure, AI-driven educational software for schools helps 2,000+ districts improve academics, MTSS, school climate, and student outcomes.",
  "topicOverlap": 0.45454545454545453,
  "topicTerms": [
    "panorama",
    "education",
    "top",
    "educational",
    "software",
    "schools",
    "smarter",
    "support",
    "learning",
    "every",
    "student"
  ],
  "descriptionTerms": [
    "discover",
    "panorama",
    "secure",
    "driven",
    "educational",
    "software",
    "schools",
    "helps",
    "000",
    "districts",
    "improve",
    "academics",
    "mtss",
    "school",
    "climate",
    "student",
    "outcomes"
  ],
  "missingFromDescription": [
    "education",
    "top",
    "smarter",
    "support",
    "learning",
    "every"
  ],
  "score": 84,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Answer block readiness

AIO: Answer block readiness scored 65/100 and needs improvement.

2 Warning

Needs attention

AIO: Answer block readiness

Warning

Issue

9 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": 11,
  "passing": 2,
  "failing": [
    {
      "heading": "Built for educators. Trusted by 2,000+ districts.",
      "headingHtml": "<h2 style=\"font-size: 20px;\">Built for educators. Trusted by 2,000+ districts.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Proven impact supporting 15 million students",
      "headingHtml": "<h2 style=\"font-size: 20px;\">Proven impact supporting 15 million students</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "The platform for student insight and action",
      "headingHtml": "<h2><strong>The platform for student insight and&#xa0;action</strong></h2>",
      "firstParagraph": "Turn your data into what you do next.",
      "paragraphHtml": "<p style=\"font-size: 1.15rem;\">Turn your data into what you do next.</p>",
      "words": 8,
      "direct": false,
      "issue": "First paragraph is 8 words and does not look like a concise direct answer."
    },
    {
      "heading": "Over a decade of innovation, privacy, and proven student impact",
      "headingHtml": "<h2><strong>Over a decade of innovation, privacy, and proven student impact</strong></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Proven strategies to support student success",
      "headingHtml": "<h2><strong>Proven strategies to support student success</strong></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "AI Roadmap for District Leaders",
      "headingHtml": "<h3 class=\"card--resource__title\"> AI Roadmap for District Leaders </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "How AI Ready Is Your District?",
      "headingHtml": "<h3 class=\"card--resource__title\"> How AI Ready Is Your District? </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "The State of Chronic Absenteeism",
      "headingHtml": "<h3 class=\"card--resource__title\"> The State of Chronic Absenteeism </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "See Panorama in action",
      "headingHtml": "<h2><strong>See Panorama in action</strong></h2>",
      "firstParagraph": "Let’s talk about how Panorama’s AI education platform for K-12 school districts can support your goals and spark student success.",
      "paragraphHtml": "<p>Let&#x2019;s talk about how Panorama&#x2019;s AI education platform for K-12 school districts can support your goals and spark student success.</p>",
      "words": 22,
      "direct": false,
      "issue": "First paragraph is 22 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Question-led structure

AEO: Question-led structure scored 70/100 and needs improvement.

2 Warning

Needs attention

AEO: Question-led structure

Warning

Issue

9 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Question-led structure

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to answer from directly.

Result

AEO: Question-led structure scored 70/100 and needs improvement.

Evidence

{
  "h2Count": 8,
  "questionH2s": [
    {
      "index": 5,
      "text": "What educators love about partnering with Panorama",
      "isQuestion": true,
      "html": "<h2><strong>What educators love about partnering with Panorama</strong></h2>"
    }
  ],
  "hasFaq": false,
  "score": 70,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Extraction-friendly structure

GEO: Extraction-friendly structure scored 85/100 and needs improvement.

2 Warning

Needs attention

GEO: Extraction-friendly structure

Warning

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

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": 8,
  "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

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 86/100 and needs improvement.

1 Warning

Needs attention

AEO: Entity and definition clarity

Warning

Issue

Entity or definition gaps: education, top, smarter, support, learning, every.

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

86/100

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 86/100 and needs improvement.

Evidence

{
  "title": "Panorama Education | Top Educational Software for Schools",
  "h1": "Smarter support and learning for every student",
  "description": "Discover how Panorama’s secure, AI-driven educational software for schools helps 2,000+ districts improve academics, MTSS, school climate, and student outcomes.",
  "topicOverlap": 0.45454545454545453,
  "definitionCount": 8,
  "topicTerms": [
    "panorama",
    "education",
    "top",
    "educational",
    "software",
    "schools",
    "smarter",
    "support",
    "learning",
    "every",
    "student"
  ],
  "descriptionTerms": [
    "discover",
    "panorama",
    "secure",
    "driven",
    "educational",
    "software",
    "schools",
    "helps",
    "000",
    "districts",
    "improve",
    "academics",
    "mtss",
    "school",
    "climate",
    "student",
    "outcomes"
  ],
  "missingFromDescription": [
    "education",
    "top",
    "smarter",
    "support",
    "learning",
    "every"
  ],
  "score": 86,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer intent coverage

AEO: Answer intent coverage scored 70/100 and needs improvement.

1 Warning

Needs attention

AEO: Answer intent coverage

Warning

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": "Built for educators. Trusted by 2,000+ districts.",
      "html": "<h2 style=\"font-size: 20px;\">Built for educators. Trusted by 2,000+ districts.</h2>"
    },
    {
      "text": "Proven impact supporting 15 million students",
      "html": "<h2 style=\"font-size: 20px;\">Proven impact supporting 15 million students</h2>"
    },
    {
      "text": "The platform for student insight and action",
      "html": "<h2><strong>The platform for student insight and&#xa0;action</strong></h2>"
    },
    {
      "text": "The problem isn't data. It's action.",
      "html": "<h2><strong>The problem isn&apos;t data. It&apos;s&#xa0;action.</strong></h2>"
    },
    {
      "text": "What educators love about partnering with Panorama",
      "html": "<h2><strong>What educators love about partnering with Panorama</strong></h2>"
    },
    {
      "text": "Over a decade of innovation, privacy, and proven student impact",
      "html": "<h2><strong>Over a decade of innovation, privacy, and proven student impact</strong></h2>"
    },
    {
      "text": "Proven strategies to support student success",
      "html": "<h2><strong>Proven strategies to support student success</strong></h2>"
    },
    {
      "text": "See Panorama in action",
      "html": "<h2><strong>See Panorama in action</strong></h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Panorama Education?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Panorama Education work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Panorama Education?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Panorama Education free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Panorama Education compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "how",
      "label": "How does Panorama Education work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Panorama Education?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Panorama Education free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Panorama Education compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 8
}

Agent Ease of UseAPIEmerging recommendation

AI context endpoint

AI context endpoint is informational for this page.

Informational

Needs attention

AI context endpoint

Informational

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",
            "length": 68357
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 68357
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 68357
          }
        ]
      },
      "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

Needs attention

AIO: Query intent coverage

Informational

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": "Built for educators. Trusted by 2,000+ districts.",
      "html": "<h2 style=\"font-size: 20px;\">Built for educators. Trusted by 2,000+ districts.</h2>"
    },
    {
      "text": "Proven impact supporting 15 million students",
      "html": "<h2 style=\"font-size: 20px;\">Proven impact supporting 15 million students</h2>"
    },
    {
      "text": "The platform for student insight and action",
      "html": "<h2><strong>The platform for student insight and&#xa0;action</strong></h2>"
    },
    {
      "text": "The problem isn't data. It's action.",
      "html": "<h2><strong>The problem isn&apos;t data. It&apos;s&#xa0;action.</strong></h2>"
    },
    {
      "text": "What educators love about partnering with Panorama",
      "html": "<h2><strong>What educators love about partnering with Panorama</strong></h2>"
    },
    {
      "text": "Over a decade of innovation, privacy, and proven student impact",
      "html": "<h2><strong>Over a decade of innovation, privacy, and proven student impact</strong></h2>"
    },
    {
      "text": "Proven strategies to support student success",
      "html": "<h2><strong>Proven strategies to support student success</strong></h2>"
    },
    {
      "text": "See Panorama in action",
      "html": "<h2><strong>See Panorama in action</strong></h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Panorama Education?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Panorama Education work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Panorama Education?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Panorama Education free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Panorama Education compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "how",
      "label": "How does Panorama Education work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Panorama Education?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Panorama Education free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Panorama Education 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

Needs attention

Auth.md Agent Registration

Informational

Issue

auth.md response did not match the expected agent registration shape. Content-Type "text/html" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language.

Why it matters

Agent registration metadata lets automated clients find the registration path, supported identity types, credential types, and related claim or revocation endpoints without scraping human docs.

Check name

Auth.md Agent Registration

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

Publish Auth.md and agent_auth metadata so agents can discover registration and credential requirements.

Result

Auth.md Agent Registration has an informational finding because the page appears to support authentication.

Validation steps

Fetch and validate /auth.md
auth.md response did not match the expected agent registration shape. Content-Type "text/html" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language.
Publish protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate agent_auth authorization metadata
OAuth authorization server metadata could not be fetched.

Evidence

{
  "failedStep": "auth-md",
  "steps": [
    {
      "id": "auth-md",
      "title": "Fetch and validate /auth.md",
      "status": "fail",
      "evidence": {
        "path": "/auth.md",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html",
        "length": 68357,
        "validation": {
          "valid": false,
          "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language.",
          "compatibleContentType": false,
          "contentLength": 56396,
          "hasRegisterInstructions": true,
          "hasProtectedResourceLink": false,
          "hasAuthorizationServerLink": false,
          "mentionsIdentity": false,
          "mentionsCredential": true,
          "links": [
            "/title",
            "https://www.panoramaed.com/hubfs/logos/favicon.ico\">",
            "/style",
            "https://www.panoramaed.com/hubfs/hub_generated/template_assets/1/89564763947/1780965553100/template_main.min.css\">",
            "/*",
            "/*background-color:",
            "/*",
            "/*",
            "/*",
            "/*"
          ],
          "rawExcerpt": "<!doctype html><html lang=\"en\" class=\"sr\"><head>\n    <meta charset=\"utf-8\">\n    <title></title>\n    <meta name=\"description\" content=\"\">\n\n    <link rel=\"shortcut icon\" href=\"https://www.panoramaed.com/hubfs/logos/favicon.ico\">\n \n\n\n\n    \n    \n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\n    \n    <meta property=\"og:description\" content=\"\">\n    <meta property=\"og:title\" content=\"\">\n    <meta name=\"twitter:description\" content=\"\">\n    <meta name=\"twitter:title\" content=\"\">\n\n    \n\n    \n\n    <style>\na.cta_button{-moz-box-sizing:content-box !important;-webkit-box-sizing:content-box !important;box-sizing:content-box !important;vertical-align:middle}.hs-breadcrumb-menu{list-style-type:none;margin:0px 0px 0px 0px;padding:0px 0px 0px 0px}.hs-breadcrumb-menu-item{float:lef"
        }
      },
      "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language.",
      "howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
    },
    {
      "id": "oauth-protected-resource",
      "title": "Publish protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html",
        "length": 68357,
        "text": "<!doctype html><html lang=\"en\" class=\"sr\"><head>\n    <meta charset=\"utf-8\">\n    <title></title>\n    <meta name=\"description\" content=\"\">\n\n    <link rel=\"shortcut icon\" href=\"https://www.panoramaed.com/hubfs/logos/favicon.ico\">\n \n\n\n\n    \n    \n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\n    \n    <meta property=\"og:description\" content=\"\">\n    <meta property=\"og:title\" content=\"\">\n    <meta name=\"twitter:description\" content=\"\">\n    <meta name=\"twitter:title\" content=\"\">\n\n    \n\n    \n\n    <style>\na.cta_button{-moz-box-sizing:content-box !important;-webkit-box-sizing:content-box !important;box-sizing:content-box !important;vertical-align:middle}.hs-breadcrumb-menu{list-style-type:none;margin:0px 0px 0px 0px;padding:0px 0px 0px 0px}.hs-breadcrumb-menu-item{float:left;padding:10px 0px 10px 10px}.hs-breadcrumb-menu-divider:before{content:'›';padding-left:10px}.hs-featured-image-link{border:0}.hs-featured-image{float:right;margin:0 0 20px 20px;max-width:50%}@media (max-width: 568px){.hs-featured-image{float:none;margin:0;width:100%;max-width:100%}}.hs-screen-reader-text{clip:rect(1px, 1px, 1px, 1px);height:1px;overflow:hidden;position:absolute !important;width:1px}\n</style>\n\n<link rel=\"stylesheet\" href=\"https://www.panoramaed.com/hubfs/hub_generated/template_assets/1/89564763947/1780965553100/template_main.min.css\">\n \n<style>\n  \n  \n  \n  .header--megamenu .menu > ul {\n    justify-content: flex-end;\n  }\n\n  /* Dropdown Button */\n.dropbtn {\n  /*background-color: #3498DB;\n  color: white;\n  font-size: 16px;\n  border: none;\n  cursor: pointer; */\n}\n\n/* Dropdown button on hover & focus */\n.dropbtn:hover, .dropbtn:focus {\n  background-color: #2980B9;\n}\n  \n  .mm--bottom--link-cta {\n    color: #ffffff !important;\n    font-weight: 700 !important;\n  }\n\n/* The container <div> - needed to position the dropdown content \n.dropdown {\n  position: relative;\n  display: inline-block;\n}\n  */\n.nav--menu-dropdown {\n  position: relative;\n  }\n  \n  .header__upper {\n    background: #006DB0;\n    color: #ffffff;\n  }\n  \n  .home__uppernav-item {\n    font-size: 16px !important;\n    font-weight: 600 !important;\n  }\n  .home__uppernav-wrapper {\n        display: flex;\n    flex-direction: row;\n    /* column-gap: 24px; */\n    flex-wrap: nowrap;\n  }\n  \n  .home__uppernav-divider {\n    width: 2px;\n    opacity: .6;\n    height: 100%;\n    background: #fff;\n    margin: 0 12px;\n  }\n\n/* Dropdown Content (Hidden by Default) */\n.dropdown-content {\n  display: none;\n  position: absolute;\n  border-radius: 0 0 20px 20px;\n  overflow: hidden;\n  border: 1px solid #eeeeee;\n  border-top: none;\n  box-shadow: 0px 6px 6px 0px rgba(0, 0, 0, 0.05) !important;\n  background: #ffffff;\n  padding: 0px;\n  z-index: 99;\n  left: 50%;\n  transform: translateX(-60%);\n  margin: 0;\n  box-sizing: border-box;\n  top: 65px !important;\n  max-width: 100vw;\n  width: 225px;\n}\n\n/* Links inside the dropdown */\n.dropdown-content a {\n  color: black;\n  padding: 12px 16px;\n  text-decoration: none;\n  display: block;\n}\n\n/* Change color of dropdown links on hover */\n.dropdown-content a:hover {background-color: #ddd;}\n\n/* Show the dropdown menu (use JS to add this class to the .dropdown-content container when the user clicks on the dropdown button) */\n.dropdown-content.show {display:block;}\n  \n  /* dropdown above */\n  \n@media screen and (min-width: 992px){\n  .header--megamenu .menu-container ul li ul li ul li.megamenu--link:has(a:hover) {\n    background: transparent !important;\n  }\n  .header--megamenu .menu-container ul li ul li ul li.megamenu--link a {\n    border-radius: 5px;\n    transition: ease 100ms all;\n  }\n  .header--megamenu .menu-container ul li ul li ul li.megamenu--link a:hover {\n    background: #eeeeee;\n    transition: ease 100ms all;\n  }\n  .header--megamenu--v2 .menu-container ul li ul li ul li.megamenu--link.megamenu--link-img a:hover {\n    background: transparent;\n  }\n  .header--megamenu--v2 .menu-container ul li ul li ul li.megamenu--link.megamenu--subitem a:hover {\n    background: #eeee"
      },
      "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",
          "length": 68357,
          "text": "<!doctype html><html lang=\"en\" class=\"sr\"><head>\n    <meta charset=\"utf-8\">\n    <title></title>\n    <meta name=\"description\" content=\"\">\n\n    <link rel=\"shortcut icon\" href=\"https://www.panoramaed.com/hubfs/logos/favicon.ico\">\n \n\n\n\n    \n    \n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\n    \n    <meta property=\"og:description\" content=\"\">\n    <meta property=\"og:title\" content=\"\">\n    <meta name=\"twitter:description\" content=\"\">\n    <meta name=\"twitter:title\" content=\"\">\n\n    \n\n    \n\n    <style>\na.cta_button{-moz-box-sizing:content-box !important;-webkit-box-sizing:content-box !important;box-sizing:content-box !important;vertical-align:middle}.hs-breadcrumb-menu{list-style-type:none;margin:0px 0px 0px 0px;padding:0px 0px 0px 0px}.hs-breadcrumb-menu-item{float:left;padding:10px 0px 10px 10px}.hs-breadcrumb-menu-divider:before{content:'›';padding-left:10px}.hs-featured-image-link{border:0}.hs-featured-image{float:right;margin:0 0 20px 20px;max-width:50%}@media (max-width: 568px){.hs-featured-image{float:none;margin:0;width:100%;max-width:100%}}.hs-screen-reader-text{clip:rect(1px, 1px, 1px, 1px);height:1px;overflow:hidden;position:absolute !important;width:1px}\n</style>\n\n<link rel=\"stylesheet\" href=\"https://www.panoramaed.com/hubfs/hub_generated/template_assets/1/89564763947/1780965553100/template_main.min.css\">\n \n<style>\n  \n  \n  \n  .header--megamenu .menu > ul {\n    justify-content: flex-end;\n  }\n\n  /* Dropdown Button */\n.dropbtn {\n  /*background-color: #3498DB;\n  color: white;\n  font-size: 16px;\n  border: none;\n  cursor: pointer; */\n}\n\n/* Dropdown button on hover & focus */\n.dropbtn:hover, .dropbtn:focus {\n  background-color: #2980B9;\n}\n  \n  .mm--bottom--link-cta {\n    color: #ffffff !important;\n    font-weight: 700 !important;\n  }\n\n/* The container <div> - needed to position the dropdown content \n.dropdown {\n  position: relative;\n  display: inline-block;\n}\n  */\n.nav--menu-dropdown {\n  position: relative;\n  }\n  \n  .header__upper {\n    background: #006DB0;\n    color: #ffffff;\n  }\n  \n  .home__uppernav-item {\n    font-size: 16px !important;\n    font-weight: 600 !important;\n  }\n  .home__uppernav-wrapper {\n        display: flex;\n    flex-direction: row;\n    /* column-gap: 24px; */\n    flex-wrap: nowrap;\n  }\n  \n  .home__uppernav-divider {\n    width: 2px;\n    opacity: .6;\n    height: 100%;\n    background: #fff;\n    margin: 0 12px;\n  }\n\n/* Dropdown Content (Hidden by Default) */\n.dropdown-content {\n  display: none;\n  position: absolute;\n  border-radius: 0 0 20px 20px;\n  overflow: hidden;\n  border: 1px solid #eeeeee;\n  border-top: none;\n  box-shadow: 0px 6px 6px 0px rgba(0, 0, 0, 0.05) !important;\n  background: #ffffff;\n  padding: 0px;\n  z-index: 99;\n  left: 50%;\n  transform: translateX(-60%);\n  margin: 0;\n  box-sizing: border-box;\n  top: 65px !important;\n  max-width: 100vw;\n  width: 225px;\n}\n\n/* Links inside the dropdown */\n.dropdown-content a {\n  color: black;\n  padding: 12px 16px;\n  text-decoration: none;\n  display: block;\n}\n\n/* Change color of dropdown links on hover */\n.dropdown-content a:hover {background-color: #ddd;}\n\n/* Show the dropdown menu (use JS to add this class to the .dropdown-content container when the user clicks on the dropdown button) */\n.dropdown-content.show {display:block;}\n  \n  /* dropdown above */\n  \n@media screen and (min-width: 992px){\n  .header--megamenu .menu-container ul li ul li ul li.megamenu--link:has(a:hover) {\n    background: transparent !important;\n  }\n  .header--megamenu .menu-container ul li ul li ul li.megamenu--link a {\n    border-radius: 5px;\n    transition: ease 100ms all;\n  }\n  .header--megamenu .menu-container ul li ul li ul li.megamenu--link a:hover {\n    background: #eeeeee;\n    transition: ease 100ms all;\n  }\n  .header--megamenu--v2 .menu-container ul li ul li ul li.megamenu--link.megamenu--link-img a:hover {\n    background: transparent;\n  }\n  .header--megamenu--v2 .menu-container ul li ul li ul li.megamenu--link.megamenu--subitem a:hover {\n    background: #eeee"
        }
      },
      "issue": "OAuth authorization server metadata could not be fetched.",
      "howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

AI DiscoverabilityDiscoverabilityEstablished

IndexNow key

IndexNow key is informational for this page.

Informational

Needs attention

IndexNow key

Informational

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

Needs attention

OAuth / OIDC discovery

Informational

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",
            "length": 68357
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 68357
          }
        ]
      },
      "issue": "OAuth / OIDC discovery was not found at the expected path.",
      "howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "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

Needs attention

OAuth Protected Resource

Informational

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"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource JSON."
    },
    {
      "id": "metadata",
      "title": "Validate protected resource metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!doctype html><html lang=\"en\" class=\"sr\"><head>\n    <meta charset=\"utf-8\">\n    <title></title>\n    <meta name=\"description\" content=\"\">\n\n    <link rel=\"shortcut icon\" href=\"https://www.panoramaed.com/hubfs/logos/favicon.ico\">\n \n\n\n\n    \n    \n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\n    \n    <meta property=\"og:description\" content=\"\">\n    <meta property=\"og:title\" content=\"\">\n    <meta name=\"twitter:description\" content=\"\">\n    <meta name=\"twitter:title\" content=\"\">\n\n    \n\n    \n\n    <style>\na.cta_button{-moz-box-sizing:content-box !important;-webkit-box-sizing:content-box !important;box-sizing:content-box !important;vertical-align:middle}.hs-breadcrumb-menu{list-style-type:none;margin:0px 0px 0px 0px;padding:0px 0px 0px 0px}.hs-breadcrumb-menu-item{float:lef"
      },
      "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.panoramaed.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.panoramaed.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.panoramaed.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.panoramaed.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          }
        ]
      },
      "issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
      "howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

SEOSEOBrowser audit

Links do not have descriptive text

100 Fail

Check name

Links do not have descriptive text

Score

0/100

Status

fail

Device

desktop

Category

SEO

Estimated savings

5 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/).

References

https://developer.chrome.com/docs/lighthouse/seo/

Evidence

{
  "displayValue": "5 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 AccessibilityAccessibilityBrowser audit

`[aria-*]` attributes do not match their roles

50 Fail

Check name

`[aria-*]` attributes do not match their roles

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

Each ARIA `role` supports a specific subset of `aria-*` attributes. Mismatching these invalidates the `aria-*` attributes. [Learn how to match ARIA attributes to their roles](https://dequeuniversity.com/rules/axe/4.11/aria-allowed-attr).

References

https://web.dev/learn/accessibility/

Evidence

{
  "description": "Each ARIA `role` supports a specific subset of `aria-*` attributes. Mismatching these invalidates the `aria-*` attributes. [Learn how to match ARIA attributes to their roles](https://dequeuniversity.com/rules/axe/4.11/aria-allowed-attr)."
}

Performance and AccessibilityAccessibilityBrowser audit

Elements use prohibited ARIA attributes

50 Fail

Check name

Elements use prohibited ARIA attributes

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

Using ARIA attributes in roles where they are prohibited can mean that important information is not communicated to users of assistive technologies. [Learn more about prohibited ARIA roles](https://dequeuniversity.com/rules/axe/4.11/aria-prohibited-attr).

References

https://web.dev/learn/accessibility/

Evidence

{
  "description": "Using ARIA attributes in roles where they are prohibited can mean that important information is not communicated to users of assistive technologies. [Learn more about prohibited ARIA roles](https://dequeuniversity.com/rules/axe/4.11/aria-prohibited-attr)."
}

Performance and AccessibilityPerformanceBrowser audit

Image optimization

14 Fail

Check name

Image optimization

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

Review the grouped image optimization checks and improve the failing sub-checks listed in evidence.

References

https://web.dev/learn/performance/

Evidence

{
  "checks": [
    {
      "id": "image-aspect-ratio",
      "title": "Displays images with incorrect aspect ratio",
      "score": 0
    }
  ]
}

Performance and AccessibilityPerformanceBrowser audit

Improve image delivery

14 Fail

Check name

Improve image delivery

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 610 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 610 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

14 Fail

Check name

Reduce unused JavaScript

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 384 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 384 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": 120
}

Performance and AccessibilityPerformanceBrowser audit

Render-blocking requests

14 Fail

Check name

Render-blocking requests

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 340 ms

Fix guidance

Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path.

References

https://web.dev/learn/performance/

Evidence

{
  "displayValue": "Est savings of 340 ms",
  "description": "Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path."
}

Performance and AccessibilityPerformanceBrowser audit

Use efficient cache lifetimes

14 Fail

Check name

Use efficient cache lifetimes

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 414 KiB

Fix guidance

A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache).

References

https://web.dev/learn/performance/

Evidence

{
  "displayValue": "Est savings of 414 KiB",
  "description": "A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache)."
}

Performance and AccessibilityPerformanceBrowser audit

Image elements do not have explicit `width` and `height`

7 Warning

Check name

Image elements do not have explicit `width` and `height`

Score

50/100

Status

warning

Device

desktop

Category

Performance

Fix guidance

Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)

References

https://web.dev/learn/performance/

Evidence

{
  "description": "Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)"
}

Performance and AccessibilityPerformanceBrowser audit

Loading performance

2 Fail

Check name

Loading performance

Score

83/100

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": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 20 ms",
      "numericValue": 17
    },
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 99,
      "displayValue": "0.6 s",
      "numericValue": 596.0042596500754
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 55,
      "displayValue": "2.2 s",
      "numericValue": 2221.0352652017373
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 84,
      "displayValue": "150 ms",
      "numericValue": 148
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 71,
      "displayValue": "1.8 s",
      "numericValue": 1797.8774519109388
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 86,
      "displayValue": "2.7 s",
      "numericValue": 2668.498471454568
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 66,
      "displayValue": "260 ms",
      "numericValue": 263.9999999999998
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "20 ms",
      "numericValue": 19.40427
    }
  ]
}

Fix with MCP or CLI

Use this report as the handoff into remediation. Generate a coding-agent prompt with the failing checks attached, or jump to the MCP and CLI setup docs before your next rescan.

Score history

Public scan score over time

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1 reports

Public score history report links
Scan date	Score	Readiness	Report
Jun 12, 2026	58/100	Level 3, Bot-Aware	Current report