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42/100

OVERALL SCORE

Level 2, Agent-Limited

Priority improvements needed for AI agents
AIDiscoverability29%Agent Easeof Use6%Security& Trust60%GEO, AIO, AEO70%SEO85%Performance& Accessibility51%
  • AI Discoverability 29 out of 100
  • Agent Ease of Use 6 out of 100
  • Security & Trust 60 out of 100
  • GEO, AIO and AEO 70 out of 100
  • SEO 85 out of 100
  • Performance and Accessibility 51 out of 100

CAPTURED SCREENSHOT

Captured website desktop screenshot

What AI sees of your website

Samsara: The leading fleet management and safety platform favicon

Samsara: The leading fleet management and safety platform

Samsara's AI-powered technology helps lower costs and improve fleet safety with AI-powered dash cams, real-time GPS, ELD, telematics, maintenance, routing, and compliance.

Next step

Turn this report into a fix workflow

28 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
MetricScoreStatusPassedFailedWarningEvidence
AI Discoverability
29
Priority fix7170View details
Discoverability
29
Priority fix270View details
Content Readiness
50
Needs work560View details
Bot Access Control
0
Priority fix040View details
Agent Ease of Use
6
Priority fix4293View details
API
0
Priority fix060View details
Auth
Not Applicable
Not Applicable070View details
MCP
13
Priority fix062View details
Skill Discovery
5
Priority fix0101View details
Agent Commerce
Not Applicable
Not Applicable400
GEO, AIO and AEO
70
Needs work6311View details
GEO Readiness
78
Mostly ready204
AIO Readiness
58
Needs work223View details
AEO Readiness
72
Needs work214View details
SEO
85
Mostly ready920View details
SEO
85
Mostly ready920View details
Security & Trust
60
Needs work720View details
Security & Trust
60
Needs work320View details
AI Training Exposure
Not Applicable
Not Applicable400
Performance and Accessibility
51
Needs work2050View details
Performance
31
Priority fix1230View details
Accessibility
89
Mostly ready820View details

Prioritized recommendations

Issues ranked by score impact

48 items need attention

Agent Ease of UseAPIEstablished

API Catalog

API Catalog failed at "Fetch API catalog".

50 Fail

Needs attention

API Catalog

Failed check
01

Issue

The API catalog endpoint did not return HTTP 2xx.

02

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

  1. Fetch API catalog

    The API catalog endpoint did not return HTTP 2xx.

  2. Validate RFC 9727 linkset

    API Catalog response did not match the expected shape. Content-Type "application/json" is not application/linkset+json; missing linkset array; no useful relations found (e.g. service-desc, mcp, agent-card).

  3. 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": "application/json"
      },
      "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,
        "issue": "API Catalog response did not match the expected shape. Content-Type \"application/json\" is not application/linkset+json; missing linkset array; no useful relations found (e.g. service-desc, mcp, agent-card).",
        "compatibleContentType": false,
        "linksetItems": 0,
        "relations": [],
        "usefulRelations": [],
        "legacyRelations": [],
        "hrefIssues": [],
        "targetUrlIssues": [],
        "links": [],
        "parsedSummary": {
          "error": true,
          "url": "https://main.dk18mmwheuhi8.amplifyapp.com/.well-known/api-catalog",
          "statusCode": 404,
          "statusMessage": "Page Not Found: /.well-known/api-catalog",
          "message": "Page Not Found: /.well-known/api-catalog",
          "data": {
            "path": "/.well-known/api-catalog"
          }
        },
        "rawExcerpt": "{\n  \"error\": true,\n  \"url\": \"https://main.dk18mmwheuhi8.amplifyapp.com/.well-known/api-catalog\",\n  \"statusCode\": 404,\n  \"statusMessage\": \"Page Not Found: /.well-known/api-catalog\",\n  \"message\": \"Page Not Found: /.well-known/api-catalog\",\n  \"data\": {\n    \"path\": \"/.well-known/api-catalog\"\n  }\n}"
      },
      "issue": "API Catalog response did not match the expected shape. Content-Type \"application/json\" is not application/linkset+json; missing linkset array; no useful relations found (e.g. service-desc, mcp, agent-card).",
      "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."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

Content-Security-Policy

Content-Security-Policy is missing or incomplete.

50 Fail

Needs attention

Content-Security-Policy

Failed check
01

Issue

Content-Security-Policy is missing or incomplete.

02

Why it matters

Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.

Check name

Content-Security-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Constrain script, style, frame, and resource loading with a Content-Security-Policy header.

Result

Content-Security-Policy is missing or incomplete.

Evidence
{
  "header": "content-security-policy",
  "value": null
}

Security & TrustSecurity & TrustEstablished

Frame protection

Frame protection is missing or incomplete.

50 Fail

Needs attention

Frame protection

Failed check
01

Issue

Frame protection is missing or incomplete.

02

Why it matters

Frame protection blocks hostile sites from embedding pages in deceptive frames, reducing clickjacking risk.

Check name

Frame protection

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Prevent unwanted framing with X-Frame-Options or CSP frame-ancestors.

Result

Frame protection is missing or incomplete.

Evidence
{
  "xFrameOptions": null,
  "validXFrame": false,
  "contentSecurityPolicy": null,
  "cspFrameAncestors": false
}

Agent Ease of UseAPIEstablished

OpenAPI discovery

OpenAPI discovery failed at "Find valid OpenAPI document".

50 Fail

Needs attention

OpenAPI discovery

Failed check
01

Issue

OpenAPI JSON document did not match the expected shape. unsupported version: ; missing info.title; missing info.version; no paths defined; no operations defined.

02

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

  1. Find valid OpenAPI document

    OpenAPI JSON document did not match the expected shape. unsupported version: ; missing info.title; missing info.version; no paths defined; no operations defined.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Find valid OpenAPI document",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/openapi.json",
            "statusCode": 404,
            "contentType": "application/json",
            "valid": false,
            "issue": "OpenAPI JSON document did not match the expected shape. unsupported version: ; missing info.title; missing info.version; no paths defined; no operations defined.",
            "compatibleContentType": true,
            "format": "json",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "operationWarnings": [
              {
                "field": "servers",
                "issue": "No servers array declared."
              },
              {
                "field": "components.securitySchemes",
                "issue": "No security schemes or explicit no-auth declaration."
              }
            ],
            "hasServers": false,
            "hasSecuritySchemes": false,
            "hasExplicitNoAuth": false,
            "rawExcerpt": "{\n  \"error\": true,\n  \"url\": \"https://main.dk18mmwheuhi8.amplifyapp.com/openapi.json\",\n  \"statusCode\": 404,\n  \"statusMessage\": \"Page Not Found: /openapi.json\",\n  \"message\": \"Page Not Found: /openapi.json\",\n  \"data\": {\n    \"path\": \"/openapi.json\"\n  }\n}"
          },
          {
            "path": "/openapi.yaml",
            "statusCode": 404,
            "contentType": "application/json",
            "valid": false,
            "issue": "OpenAPI JSON document did not match the expected shape. unsupported version: ; missing info.title; missing info.version; no paths defined; no operations defined.",
            "compatibleContentType": true,
            "format": "json",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "operationWarnings": [
              {
                "field": "servers",
                "issue": "No servers array declared."
              },
              {
                "field": "components.securitySchemes",
                "issue": "No security schemes or explicit no-auth declaration."
              }
            ],
            "hasServers": false,
            "hasSecuritySchemes": false,
            "hasExplicitNoAuth": false,
            "rawExcerpt": "{\n  \"error\": true,\n  \"url\": \"https://main.dk18mmwheuhi8.amplifyapp.com/openapi.yaml\",\n  \"statusCode\": 404,\n  \"statusMessage\": \"Page Not Found: /openapi.yaml\",\n  \"message\": \"Page Not Found: /openapi.yaml\",\n  \"data\": {\n    \"path\": \"/openapi.yaml\"\n  }\n}"
          },
          {
            "path": "/swagger.json",
            "statusCode": 404,
            "contentType": "application/json",
            "valid": false,
            "issue": "OpenAPI JSON document did not match the expected shape. unsupported version: ; missing info.title; missing info.version; no paths defined; no operations defined.",
            "compatibleContentType": true,
            "format": "json",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "operationWarnings": [
              {
                "field": "servers",
                "issue": "No servers array declared."
              },
              {
                "field": "components.securitySchemes",
                "issue": "No security schemes or explicit no-auth declaration."
              }
            ],
            "hasServers": false,
            "hasSecuritySchemes": false,
            "hasExplicitNoAuth": false,
            "rawExcerpt": "{\n  \"error\": true,\n  \"url\": \"https://main.dk18mmwheuhi8.amplifyapp.com/swagger.json\",\n  \"statusCode\": 404,\n  \"statusMessage\": \"Page Not Found: /swagger.json\",\n  \"message\": \"Page Not Found: /swagger.json\",\n  \"data\": {\n    \"path\": \"/swagger.json\"\n  }\n}"
          },
          {
            "path": "/swagger.yaml",
            "statusCode": 404,
            "contentType": "application/json",
            "valid": false,
            "issue": "OpenAPI JSON document did not match the expected shape. unsupported version: ; missing info.title; missing info.version; no paths defined; no operations defined.",
            "compatibleContentType": true,
            "format": "json",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "operationWarnings": [
              {
                "field": "servers",
                "issue": "No servers array declared."
              },
              {
                "field": "components.securitySchemes",
                "issue": "No security schemes or explicit no-auth declaration."
              }
            ],
            "hasServers": false,
            "hasSecuritySchemes": false,
            "hasExplicitNoAuth": false,
            "rawExcerpt": "{\n  \"error\": true,\n  \"url\": \"https://main.dk18mmwheuhi8.amplifyapp.com/swagger.yaml\",\n  \"statusCode\": 404,\n  \"statusMessage\": \"Page Not Found: /swagger.yaml\",\n  \"message\": \"Page Not Found: /swagger.yaml\",\n  \"data\": {\n    \"path\": \"/swagger.yaml\"\n  }\n}"
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 404,
            "contentType": "application/json",
            "valid": false,
            "issue": "OpenAPI JSON document did not match the expected shape. unsupported version: ; missing info.title; missing info.version; no paths defined; no operations defined.",
            "compatibleContentType": true,
            "format": "json",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "operationWarnings": [
              {
                "field": "servers",
                "issue": "No servers array declared."
              },
              {
                "field": "components.securitySchemes",
                "issue": "No security schemes or explicit no-auth declaration."
              }
            ],
            "hasServers": false,
            "hasSecuritySchemes": false,
            "hasExplicitNoAuth": false,
            "rawExcerpt": "{\n  \"error\": true,\n  \"url\": \"https://main.dk18mmwheuhi8.amplifyapp.com/api/openapi.json\",\n  \"statusCode\": 404,\n  \"statusMessage\": \"Page Not Found: /api/openapi.json\",\n  \"message\": \"Page Not Found: /api/openapi.json\",\n  \"data\": {\n    \"path\": \"/api/openapi.json\"\n  }\n}"
          },
          {
            "path": "/api/swagger.json",
            "statusCode": 404,
            "contentType": "application/json",
            "valid": false,
            "issue": "OpenAPI JSON document did not match the expected shape. unsupported version: ; missing info.title; missing info.version; no paths defined; no operations defined.",
            "compatibleContentType": true,
            "format": "json",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "operationWarnings": [
              {
                "field": "servers",
                "issue": "No servers array declared."
              },
              {
                "field": "components.securitySchemes",
                "issue": "No security schemes or explicit no-auth declaration."
              }
            ],
            "hasServers": false,
            "hasSecuritySchemes": false,
            "hasExplicitNoAuth": false,
            "rawExcerpt": "{\n  \"error\": true,\n  \"url\": \"https://main.dk18mmwheuhi8.amplifyapp.com/api/swagger.json\",\n  \"statusCode\": 404,\n  \"statusMessage\": \"Page Not Found: /api/swagger.json\",\n  \"message\": \"Page Not Found: /api/swagger.json\",\n  \"data\": {\n    \"path\": \"/api/swagger.json\"\n  }\n}"
          },
          {
            "path": "/docs/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!doctype html>\n<html lang=\"en\">\n\n<head>\n\t<meta charset=\"utf-8\">\n\t<meta http-equiv=\"X-UA-Compatible\" content=\"IE=edge\">\n\t<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n\t<meta id='available_locales' data-name=\"['CA', 'UK', 'IE', 'US', 'CH', 'FR-CH', 'FR', 'CH', 'NL', 'BE', 'FR-CA', 'CA', 'DE', '', 'FR-BE', 'AT', 'UK', 'IE', 'MX']\" data-other=\"['CA', 'UK', 'IE', 'US', 'CH', 'FR-CH', 'FR', 'CH', 'NL', 'BE', 'FR-CA', 'CA', 'DE', '', 'FR-BE', 'AT', 'UK', 'IE', 'MX'] \">\n\t<meta id='prefix_to_add' data-name='/' data-other='/' content='/'>\n\t<meta id='organic_tracking' data-name='' data-other='' content=''>\n\t<meta id='should_show_int_banner' data-name='True' data-other='True' content='True'>\n\t<meta id='prefix' data-name='' data-other='' content=''>\n\t<meta name=\"description\" con"
          }
        ]
      },
      "issue": "OpenAPI JSON document did not match the expected shape. unsupported version: ; missing info.title; missing info.version; no paths defined; no operations defined.",
      "howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
    }
  ]
}

AI DiscoverabilityBot Access ControlEstablished

AI bot rules in robots.txt

AI bot rules in robots.txt is missing or incomplete.

33 Fail

Needs attention

AI bot rules in robots.txt

Failed check
01

Issue

No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.

02

Why it matters

Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.

Check name

AI bot rules in robots.txt

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Established

Goal

Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.

Result

AI bot rules in robots.txt is missing or incomplete.

Evidence
{
  "expectedBots": [
    "GPTBot",
    "ChatGPT-User",
    "ClaudeBot",
    "Claude-Web",
    "Anthropic-AI",
    "Google-Extended",
    "PerplexityBot",
    "CCBot",
    "Applebot-Extended",
    "Meta-ExternalAgent",
    "Bytespider",
    "Amazonbot",
    "Cohere-AI"
  ],
  "configuredBots": []
}

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is missing or incomplete.

33 Fail

Needs attention

Content freshness signals

Failed check
01

Issue

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

02

Why it matters

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

Check name

Content freshness signals

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

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

Result

Content freshness signals is missing or incomplete.

Evidence
{
  "lastModified": null,
  "schemaDates": [],
  "metaDateCount": 0,
  "timeDateCount": 0
}

AI DiscoverabilityBot Access ControlInformational

Content Signal

Content Signal is missing or incomplete.

33 Fail

Needs attention

Content Signal

Failed check
01

Issue

No Content Signal found in robots.txt

02

Why it matters

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

Check name

Content Signal

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

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

Result

Content Signal is missing or incomplete.

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

AI DiscoverabilityContent ReadinessEstablished

Markdown negotiation

Markdown negotiation failed at "Markdown content type".

33 Fail

Needs attention

Markdown negotiation

Failed check
01

Issue

Content-Type "text/html;charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.

02

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

  1. Markdown content type

    Content-Type "text/html;charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.

  2. Vary: Accept header

    Markdown negotiation is missing Vary: Accept; current Vary header is "Accept-Encoding".

  3. 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": 132437,
        "excerpt": "<!DOCTYPE html><html  lang=\"en-US\" dir=\"ltr\" class=\"\" style=\"\"><head><meta charset=\"utf-8\">\n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n<script data-hid=\"ketch\">!function(){window.semaphore=window.semaphore||[],wind",
        "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.

33 Fail

Needs attention

Semantic HTML

Failed check
01

Issue

Semantic HTML is incomplete: invalid h1 (found 3); 0/1 applicable form inputs have autocomplete attributes (1 missing).

Details

02

Why it matters

Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.

Check name

Semantic HTML

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Expose readable page structure through semantic HTML and accessible controls.

Result

Semantic HTML is missing or incomplete.

Evidence
{
  "main": true,
  "nav": true,
  "footer": true,
  "meaningfulH1": false,
  "headingOrder": true,
  "accessibleLinks": true,
  "accessibleButtons": true,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": false,
  "details": {
    "inaccessibleLinks": [],
    "inaccessibleButtons": [],
    "missingAutocompleteInputs": [
      "<input placeholder=\"Work email\" data-v-4be9a01e class=\"formkit-input w-full focus:outline-0 rounded-md p-[5px]\" type=\"email\" name=\"email\" value id=\"input_0\" aria-required=\"true\">"
    ],
    "imagesMissingAlt": [],
    "skippedHeadingLevels": []
  },
  "counts": {
    "h1": 3,
    "headings": 23,
    "links": 201,
    "inaccessibleLinks": 0,
    "buttons": 19,
    "inaccessibleButtons": 0,
    "images": 77,
    "imagesWithAlt": 77,
    "autocompleteInputs": 1,
    "inputsWithAutocomplete": 0,
    "missingAutocompleteInputs": 1
  }
}

AI DiscoverabilityBot Access ControlInformational

Web Bot Auth request signing

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

33 Fail

Needs attention

Web Bot Auth request signing

Failed check
01

Issue

Web Bot Auth request signing was not found at the expected path.

02

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

  1. 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": "application/json",
            "length": 382
          }
        ]
      },
      "issue": "Web Bot Auth request signing was not found at the expected path.",
      "howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

MCP Server Card

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

25 Fail

Needs attention

MCP Server Card

Failed check
01

Issue

MCP Server Card was not found at the expected path.

02

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

  1. 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": "application/json",
            "length": 330
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "application/json",
            "length": 334
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "application/json",
            "length": 282
          }
        ]
      },
      "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".

25 Fail

Needs attention

mcp.json

Failed check
01

Issue

mcp.json was not found at the expected path.

02

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

  1. 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": "application/json",
            "length": 234
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "application/json",
            "length": 282
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "application/json",
            "length": 330
          }
        ]
      },
      "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".

25 Fail

Needs attention

WebMCP manifest

Failed check
01

Issue

WebMCP manifest was not found at the expected path.

02

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

  1. 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": "application/json",
            "length": 294
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "application/json",
            "length": 246
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "application/json",
            "length": 234
          }
        ]
      },
      "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."
    }
  ]
}

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
01

Issue

A2A Agent Card was not found at the expected path.

02

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

  1. 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": "application/json",
            "length": 310
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "application/json",
            "length": 326
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "application/json",
            "length": 262
          }
        ]
      },
      "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
01

Issue

Agent Skills index was not found at the expected path.

02

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

  1. 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": "application/json",
            "length": 342
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "application/json",
            "length": 318
          }
        ]
      },
      "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
01

Issue

agent.json was not found at the expected path.

02

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

  1. 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": "application/json",
            "length": 290
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "application/json",
            "length": 242
          }
        ]
      },
      "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
01

Issue

agents.json was not found at the expected path.

02

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

  1. 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": "application/json",
            "length": 294
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "application/json",
            "length": 246
          }
        ]
      },
      "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 DiscoverabilityDiscoverabilityEstablished

FAQPage schema

FAQPage schema is missing or incomplete.

20 Fail

Needs attention

FAQPage schema

Failed check
01

Issue

FAQ content was detected but no FAQPage schema was found.

02

Why it matters

FAQPage schema lets agents extract visible question-and-answer content cleanly and avoid guessing which text is an answer.

Check name

FAQPage schema

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Expose question-and-answer content in FAQPage structured data when FAQs are present.

Result

FAQPage schema is missing or incomplete.

Evidence
{
  "found": false,
  "visibleFaq": true,
  "allTypes": []
}

AI DiscoverabilityDiscoverabilityEstablished

High-value schema types

High-value schema types is missing or incomplete.

20 Fail

Needs attention

High-value schema types

Failed check
01

Issue

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

02

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": []
}

AI DiscoverabilityDiscoverabilityEstablished

JSON-LD present

JSON-LD present is missing or incomplete.

20 Fail

Needs attention

JSON-LD present

Failed check
01

Issue

No JSON-LD blocks found.

02

Why it matters

JSON-LD is a low-friction structured data format that agents can extract without interpreting page presentation or microdata markup.

Check name

JSON-LD present

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Expose schema.org JSON-LD so AI search systems can parse page entities.

Result

JSON-LD present is missing or incomplete.

Evidence
{
  "blocks": 0,
  "validBlocks": 0,
  "schemaContextBlocks": 0,
  "errors": [],
  "documents": [],
  "nodes": []
}

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

20 Fail

Needs attention

Link headers

Failed check
01

Issue

No useful agent discovery Link headers were found.

02

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

  1. Find useful Link headers

    No useful agent discovery Link headers were found.

  2. Fetch same-origin Link header targets

    Link headers did not expose any same-origin targets to validate.

Evidence
{
  "failedStep": "presence",
  "steps": [
    {
      "id": "presence",
      "title": "Find useful Link headers",
      "status": "fail",
      "evidence": {
        "links": []
      },
      "issue": "No useful agent discovery Link headers were found.",
      "howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
    },
    {
      "id": "target-validation",
      "title": "Fetch same-origin Link header targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin Link header targets were available to fetch."
          }
        ]
      },
      "issue": "Link headers did not expose any same-origin targets to validate.",
      "howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
    }
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

Organization / WebSite schema

Organization / WebSite schema is missing or incomplete.

20 Fail

Needs attention

Organization / WebSite schema

Failed check
01

Issue

Neither Organization nor WebSite schema types were found in JSON-LD.

02

Why it matters

Organization and WebSite schema help agents identify the publisher, canonical site identity, logo, and related profiles for attribution.

Check name

Organization / WebSite schema

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Identify the site owner and website entity in structured data.

Result

Organization / WebSite schema is missing or incomplete.

Evidence
{
  "found": [],
  "allTypes": []
}

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
01

Issue

No DNS-AID entrypoint records were found under _agents.

02

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

  1. Resolve DNS-AID SVCB/HTTPS records

    No DNS-AID entrypoint records were found under _agents.

  2. Validate alpn and endpoint parameters

    Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.

  3. 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.samsara.com",
        "probes": [
          {
            "name": "_index._agents.www.samsara.com",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          },
          {
            "name": "_a2a._agents.www.samsara.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.samsara.com",
            "dnssecTypes": [],
            "dnssecRecordCount": 0
          },
          {
            "name": "samsara.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."
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP

WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".

13 Warning

Needs attention

WebMCP

Warning
01

Issue

WebMCP declarative annotations need fixes.

Details

02

Why it matters

WebMCP can expose page context and actions directly through the browser, giving agents safer structured hooks than screen scraping alone.

Check name

WebMCP

Score

50/100

Status

warning

Category

MCP

Maturity

Informational

Goal

Support WebMCP to expose site tools to AI agents via the browser.

Result

WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".

Validation steps

  1. Detect data-mcp-tool annotations

    No data-mcp-tool attributes were found on interactive elements.

  2. Detect WebMCP declarative tags

    No elements found with tool-name or tool-description attributes.

  3. Validate WebMCP declarative annotation quality

    WebMCP declarative annotations need fixes.

    WebMCP declarative annotation issues
    • <input name="email"> is missing a label.
    • <input name="email"> is missing tool-param-description.
    • <select name="select-region"> is missing tool-param-description.
    • <textarea name="g-recaptcha-response"> is missing a label.
    • <textarea name="g-recaptcha-response"> is missing tool-param-description.
  4. Detect WebMCP imperative API usage

    navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.

  5. Detect WebMCP browser navigator injection

    navigator.modelContext was not detected in the rendered browser page.

  6. Interactive surface coverage

    Only 0% of interactive surfaces are annotated.

Evidence
{
  "failedStep": "declarative-annotation-quality",
  "steps": [
    {
      "id": "data-mcp-tool-attributes",
      "title": "Detect data-mcp-tool annotations",
      "status": "informational",
      "evidence": {
        "dataMcpToolCount": 0,
        "dataMcpTools": []
      },
      "issue": "No data-mcp-tool attributes were found on interactive elements.",
      "howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
    },
    {
      "id": "declarative-tags",
      "title": "Detect WebMCP declarative tags",
      "status": "informational",
      "evidence": {
        "totalForms": 1,
        "formsWithTags": 0,
        "totalInteractive": 220,
        "interactiveWithTags": 0,
        "totalCount": 221,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"email\"> is missing a label.",
          "<input name=\"email\"> is missing tool-param-description.",
          "<select name=\"select-region\"> is missing tool-param-description.",
          "<textarea name=\"g-recaptcha-response\"> is missing a label.",
          "<textarea name=\"g-recaptcha-response\"> is missing tool-param-description."
        ]
      },
      "issue": "No elements found with tool-name or tool-description attributes.",
      "howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
    },
    {
      "id": "declarative-annotation-quality",
      "title": "Validate WebMCP declarative annotation quality",
      "status": "warning",
      "evidence": {
        "issueCount": 5,
        "issues": [
          "<input name=\"email\"> is missing a label.",
          "<input name=\"email\"> is missing tool-param-description.",
          "<select name=\"select-region\"> is missing tool-param-description.",
          "<textarea name=\"g-recaptcha-response\"> is missing a label.",
          "<textarea name=\"g-recaptcha-response\"> is missing tool-param-description."
        ]
      },
      "issue": "WebMCP declarative annotations need fixes.",
      "issueDetails": [
        {
          "title": "WebMCP declarative annotation issues",
          "items": [
            {
              "type": "code",
              "value": "<input name=\"email\"> is missing a label."
            },
            {
              "type": "code",
              "value": "<input name=\"email\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<select name=\"select-region\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<textarea name=\"g-recaptcha-response\"> is missing a label."
            },
            {
              "type": "code",
              "value": "<textarea name=\"g-recaptcha-response\"> is missing tool-param-description."
            }
          ]
        }
      ],
      "howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
    },
    {
      "id": "imperative-api",
      "title": "Detect WebMCP imperative API usage",
      "status": "informational",
      "evidence": {
        "staticSignals": {
          "detected": false,
          "matched": []
        },
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
      "howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
    },
    {
      "id": "browser-navigator-injection",
      "title": "Detect WebMCP browser navigator injection",
      "status": "informational",
      "evidence": {
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext was not detected in the rendered browser page.",
      "howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
    },
    {
      "id": "surface-coverage",
      "title": "Interactive surface coverage",
      "status": "informational",
      "evidence": {
        "totalForms": 1,
        "formsWithTags": 0,
        "totalInteractive": 220,
        "interactiveWithTags": 0,
        "totalCount": 221,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"email\"> is missing a label.",
          "<input name=\"email\"> is missing tool-param-description.",
          "<select name=\"select-region\"> is missing tool-param-description.",
          "<textarea name=\"g-recaptcha-response\"> is missing a label.",
          "<textarea name=\"g-recaptcha-response\"> is missing tool-param-description."
        ]
      },
      "issue": "Only 0% of interactive surfaces are annotated.",
      "howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
    }
  ],
  "staticSignals": {
    "detected": false,
    "matched": []
  },
  "coverage": {
    "totalForms": 1,
    "formsWithTags": 0,
    "totalInteractive": 220,
    "interactiveWithTags": 0,
    "totalCount": 221,
    "taggedCount": 0,
    "dataMcpToolCount": 0,
    "dataMcpTools": [],
    "coverage": 0,
    "annotationIssues": [
      "<input name=\"email\"> is missing a label.",
      "<input name=\"email\"> is missing tool-param-description.",
      "<select name=\"select-region\"> is missing tool-param-description.",
      "<textarea name=\"g-recaptcha-response\"> is missing a label.",
      "<textarea name=\"g-recaptcha-response\"> is missing tool-param-description."
    ]
  },
  "browserWebMcp": {
    "checked": true,
    "detected": false,
    "hasNavigatorModelContext": false,
    "modelContextType": "undefined",
    "hasProvideContext": false,
    "hasRegisterTool": false
  }
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Visible structured data match

AIO: Visible structured data match scored 0/100 and needs a fix.

10 Fail

Needs attention

AIO: Visible structured data match

Failed check
01

Issue

No JSON-LD structured data was detected.

Details

02

Why it matters

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

Check name

AIO: Visible structured data match

Score

0/100

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: Visible structured data match scored 0/100 and needs a fix.

Evidence
{
  "schemaCount": 0,
  "mismatches": [],
  "score": 0,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

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

6 Fail

Needs attention

AIO: Source and trust signals

Failed check
01

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

02

Why it matters

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

Check name

AIO: Source and trust signals

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "/company/contact",
      "text": "Contact",
      "html": "<a href=\"/company/contact\" class=\"mb-1 md:mr-1/2 md:last:mr-0 btn btn--blue btn--icon btn--icon-phone flex flex-row-reverse pointer-events-auto transition-all p--attribution-title\" id=\"navContactButton\" data-v-d68167b8><!--[-->Contact <svg xmlns=\"http://www.w3.org/2000/svg\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\" fill=\"none\" stroke-color=\"#fff\" class=\"mr-1/2 inline-block\" data-v-d68167b8=\"\"><path d=\"M9.18765 12.4754L6.89414 10.1857C6.15591 9.44868 6.15591 8.25377 6.89414 7.51678C7.55388 6...."
    },
    {
      "href": "/company/contact",
      "text": "Contact Us",
      "html": "<a href=\"/company/contact\" class=\"tn--link mb-0 block\" data-testid data-v-5043a0fe><span class=\"justify-left flex flex-row items-center\" data-v-5043a0fe><span class=\"tn--link-text p mb-0 w-fit\" data-v-5043a0fe>Contact Us</span><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"13\" height=\"12\" viewBox=\"0 0 13 12\" fill=\"none\" class=\"tn--link-icon translate-x-[-3px] opacity-0 ml-[8px] transition\" data-v-5043a0fe=\"\"><path class=\"ai--path-body transition-all\" d=\"M9 6L1 6\" stroke=\"#0369EA\" stroke-width..."
    },
    {
      "href": "/company/about",
      "text": "About Us",
      "html": "<a href=\"/company/about\" class=\"tn--link mb-0 block\" data-v-5043a0fe><span class=\"justify-left flex flex-row items-center\" data-v-5043a0fe><span class=\"tn--link-text p mb-0 w-fit\" data-v-5043a0fe>About Us</span><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"13\" height=\"12\" viewBox=\"0 0 13 12\" fill=\"none\" class=\"tn--link-icon translate-x-[-3px] opacity-0 ml-[8px] transition\" data-v-5043a0fe=\"\"><path class=\"ai--path-body transition-all\" d=\"M9 6L1 6\" stroke=\"#0369EA\" stroke-width=\"2\" stroke-line..."
    },
    {
      "href": "/company/contact",
      "text": "Contact Us",
      "html": "<a href=\"/company/contact\" class=\"tn--link mb-0 block\" data-v-5043a0fe><span class=\"justify-left flex flex-row items-center\" data-v-5043a0fe><span class=\"tn--link-text p mb-0 w-fit\" data-v-5043a0fe>Contact Us</span><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"13\" height=\"12\" viewBox=\"0 0 13 12\" fill=\"none\" class=\"tn--link-icon translate-x-[-3px] opacity-0 ml-[8px] transition\" data-v-5043a0fe=\"\"><path class=\"ai--path-body transition-all\" d=\"M9 6L1 6\" stroke=\"#0369EA\" stroke-width=\"2\" stroke-..."
    },
    {
      "href": "/company/careers",
      "text": "Samsara Jobs",
      "html": "<a href=\"/company/careers\" rel=\"noopener noreferrer\" target=\"_blank\" class=\"tn--link mb-0 block\" data-testid data-v-5043a0fe><span class=\"justify-left flex flex-row items-center\" data-v-5043a0fe><span class=\"tn--link-text p mb-0 w-fit\" data-v-5043a0fe>Samsara Jobs</span><span class=\"el--external-link-icon relative h-[12px] w-[12px] relative ml-1/4 transition\" data-v-5043a0fe><span class=\"el--border-left absolute bottom-0 left-0 h-full w-[2px] origin-bottom rounded-full bg-blue-dark transition..."
    },
    {
      "href": "/company/about",
      "text": "About Us",
      "html": "<a href=\"/company/about\" class=\"p--small cursor-pointer transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><!--[-->About Us<!--]--><!--]--></a>"
    },
    {
      "href": "/company/careers",
      "text": "Careers",
      "html": "<a href=\"/company/careers\" class=\"p--small cursor-pointer transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><!--[-->Careers<!--]--><!--]--></a>"
    },
    {
      "href": "/company/belonging",
      "text": "Belonging",
      "html": "<a href=\"/company/belonging\" class=\"p--small cursor-pointer transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><!--[-->Belonging<!--]--><!--]--></a>"
    },
    {
      "href": "/company/news",
      "text": "News",
      "html": "<a href=\"/company/news\" class=\"p--small cursor-pointer transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><!--[-->News<!--]--><!--]--></a>"
    },
    {
      "href": "/company/privacy",
      "text": "Privacy",
      "html": "<a href=\"/company/privacy\" class=\"p--small cursor-pointer transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><!--[-->Privacy<!--]--><!--]--></a>"
    },
    {
      "href": "/company/contact",
      "text": "Contact",
      "html": "<a href=\"/company/contact\" class=\"p--small cursor-pointer transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><!--[-->Contact<!--]--><!--]--></a>"
    },
    {
      "href": "https://www.linkedin.com/company/samsara/",
      "text": "",
      "html": "<a href=\"https://www.linkedin.com/company/samsara/\" rel=\"noopener noreferrer\" aria-label=\"Samsara on LinkedIn\"><span class=\"icon-without-image flex justify-center items-center icon\" aria-hidden=\"true\" data-v-eec353cd><!----><!----><!--[--><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"34\" height=\"34\" viewBox=\"0 0 34 34\" fill=\"none\" class=\"hidden lg:block\"><path d=\"M31.8807 31.842V31.8407H31.8881V20.8095C31.8881 15.4129 30.7426 11.2559 24.5223 11.2559C21.532 11.2559 19.5252 12.9202 18.706 14.4..."
    }
  ],
  "contactLinks": [
    {
      "href": "/company/contact",
      "text": "Contact",
      "html": "<a href=\"/company/contact\" class=\"mb-1 md:mr-1/2 md:last:mr-0 btn btn--blue btn--icon btn--icon-phone flex flex-row-reverse pointer-events-auto transition-all p--attribution-title\" id=\"navContactButton\" data-v-d68167b8><!--[-->Contact <svg xmlns=\"http://www.w3.org/2000/svg\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\" fill=\"none\" stroke-color=\"#fff\" class=\"mr-1/2 inline-block\" data-v-d68167b8=\"\"><path d=\"M9.18765 12.4754L6.89414 10.1857C6.15591 9.44868 6.15591 8.25377 6.89414 7.51678C7.55388 6...."
    },
    {
      "href": "/support/developers",
      "text": "Developer Portal",
      "html": "<a href=\"/support/developers\" class=\"tn--link mb-0 block\" data-testid data-v-5043a0fe><span class=\"justify-left flex flex-row items-center\" data-v-5043a0fe><span class=\"tn--link-text p mb-0 w-fit\" data-v-5043a0fe>Developer Portal</span><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"13\" height=\"12\" viewBox=\"0 0 13 12\" fill=\"none\" class=\"tn--link-icon translate-x-[-3px] opacity-0 ml-[8px] transition\" data-v-5043a0fe=\"\"><path class=\"ai--path-body transition-all\" d=\"M9 6L1 6\" stroke=\"#0369EA\" str..."
    },
    {
      "href": "/support/customerservices",
      "text": "Customer Services",
      "html": "<a href=\"/support/customerservices\" class=\"tn--link mb-0 block\" data-testid data-v-5043a0fe><span class=\"justify-left flex flex-row items-center\" data-v-5043a0fe><span class=\"tn--link-text p mb-0 w-fit\" data-v-5043a0fe>Customer Services</span><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"13\" height=\"12\" viewBox=\"0 0 13 12\" fill=\"none\" class=\"tn--link-icon translate-x-[-3px] opacity-0 ml-[8px] transition\" data-v-5043a0fe=\"\"><path class=\"ai--path-body transition-all\" d=\"M9 6L1 6\" stroke=\"#0369..."
    },
    {
      "href": "https://kb.samsara.com/hc/en-us",
      "text": "Support Center",
      "html": "<a href=\"https://kb.samsara.com/hc/en-us\" rel=\"noopener noreferrer\" target=\"_blank\" class=\"tn--link mb-0 block\" data-testid data-v-5043a0fe><span class=\"justify-left flex flex-row items-center\" data-v-5043a0fe><span class=\"tn--link-text p mb-0 w-fit\" data-v-5043a0fe>Support Center</span><span class=\"el--external-link-icon relative h-[12px] w-[12px] relative ml-1/4 transition\" data-v-5043a0fe><span class=\"el--border-left absolute bottom-0 left-0 h-full w-[2px] origin-bottom rounded-full bg-blu..."
    },
    {
      "href": "/support/developers",
      "text": "Developer Portal",
      "html": "<a href=\"/support/developers\" class=\"tn--link mb-0 block\" data-testid data-v-5043a0fe><span class=\"justify-left flex flex-row items-center\" data-v-5043a0fe><span class=\"tn--link-text p mb-0 w-fit\" data-v-5043a0fe>Developer Portal</span><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"13\" height=\"12\" viewBox=\"0 0 13 12\" fill=\"none\" class=\"tn--link-icon translate-x-[-3px] opacity-0 ml-[8px] transition\" data-v-5043a0fe=\"\"><path class=\"ai--path-body transition-all\" d=\"M9 6L1 6\" stroke=\"#0369EA\" str..."
    },
    {
      "href": "/company/contact",
      "text": "Contact Us",
      "html": "<a href=\"/company/contact\" class=\"tn--link mb-0 block\" data-testid data-v-5043a0fe><span class=\"justify-left flex flex-row items-center\" data-v-5043a0fe><span class=\"tn--link-text p mb-0 w-fit\" data-v-5043a0fe>Contact Us</span><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"13\" height=\"12\" viewBox=\"0 0 13 12\" fill=\"none\" class=\"tn--link-icon translate-x-[-3px] opacity-0 ml-[8px] transition\" data-v-5043a0fe=\"\"><path class=\"ai--path-body transition-all\" d=\"M9 6L1 6\" stroke=\"#0369EA\" stroke-width..."
    },
    {
      "href": "/company/contact",
      "text": "Contact Us",
      "html": "<a href=\"/company/contact\" class=\"tn--link mb-0 block\" data-v-5043a0fe><span class=\"justify-left flex flex-row items-center\" data-v-5043a0fe><span class=\"tn--link-text p mb-0 w-fit\" data-v-5043a0fe>Contact Us</span><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"13\" height=\"12\" viewBox=\"0 0 13 12\" fill=\"none\" class=\"tn--link-icon translate-x-[-3px] opacity-0 ml-[8px] transition\" data-v-5043a0fe=\"\"><path class=\"ai--path-body transition-all\" d=\"M9 6L1 6\" stroke=\"#0369EA\" stroke-width=\"2\" stroke-..."
    },
    {
      "href": "https://kb.samsara.com/hc/en-us",
      "text": "Support Center",
      "html": "<a href=\"https://kb.samsara.com/hc/en-us\" rel=\"noopener noreferrer\" target=\"_blank\" class=\"tn--link mb-0 block\" data-v-5043a0fe><span class=\"justify-left flex flex-row items-center\" data-v-5043a0fe><span class=\"tn--link-text p mb-0 w-fit\" data-v-5043a0fe>Support Center</span><span class=\"el--external-link-icon relative h-[12px] w-[12px] relative ml-1/4 transition\" data-v-5043a0fe><span class=\"el--border-left absolute bottom-0 left-0 h-full w-[2px] origin-bottom rounded-full bg-blue-dark trans..."
    },
    {
      "href": "/support/developers",
      "text": "Developer Portal",
      "html": "<a href=\"/support/developers\" class=\"p--small cursor-pointer transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><!--[-->Developer Portal<!--]--><!--]--></a>"
    },
    {
      "href": "https://kb.samsara.com/hc/en-us",
      "text": "Support Center",
      "html": "<a href=\"https://kb.samsara.com/hc/en-us\" rel=\"noopener noreferrer\" target=\"_blank\" class=\"p--small cursor-pointer transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><!--[-->Support Center<!--]--><!--]--></a>"
    },
    {
      "href": "/company/contact",
      "text": "Contact",
      "html": "<a href=\"/company/contact\" class=\"p--small cursor-pointer transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><!--[-->Contact<!--]--><!--]--></a>"
    },
    {
      "href": "/support/privacy",
      "text": "Privacy Policy",
      "html": "<a href=\"/support/privacy\" class=\"p--small nav-item mb-0 transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><span class=\"flex flex-row items-center justify-between\" data-v-ef9586ae>Privacy Policy</span><!--]--></a>"
    },
    {
      "href": "/support/hardware-warranty",
      "text": "Hardware Warranty",
      "html": "<a href=\"/support/hardware-warranty\" target=\"_self\" class=\"p--small nav-item mb-0 transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><span class=\"flex flex-row items-center justify-between\" data-v-ef9586ae>Hardware Warranty</span><!--]--></a>"
    },
    {
      "href": "/support/modern-slavery-statement",
      "text": "Modern Slavery Statement",
      "html": "<a href=\"/support/modern-slavery-statement\" class=\"p--small nav-item mb-0 transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><span class=\"flex flex-row items-center justify-between\" data-v-ef9586ae>Modern Slavery Statement</span><!--]--></a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/company/privacy",
      "text": "Privacy",
      "html": "<a href=\"/company/privacy\" class=\"p--small cursor-pointer transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><!--[-->Privacy<!--]--><!--]--></a>"
    },
    {
      "href": "/support/privacy",
      "text": "Privacy Policy",
      "html": "<a href=\"/support/privacy\" class=\"p--small nav-item mb-0 transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><span class=\"flex flex-row items-center justify-between\" data-v-ef9586ae>Privacy Policy</span><!--]--></a>"
    },
    {
      "href": "/legal/candidate-privacy-notice",
      "text": "Candidate Privacy Notice",
      "html": "<a href=\"/legal/candidate-privacy-notice\" class=\"p--small nav-item mb-0 transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><span class=\"flex flex-row items-center justify-between\" data-v-ef9586ae>Candidate Privacy Notice</span><!--]--></a>"
    },
    {
      "href": "/legal/website-terms-of-service",
      "text": "Website Terms of Service",
      "html": "<a href=\"/legal/website-terms-of-service\" class=\"p--small nav-item mb-0 transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><span class=\"flex flex-row items-center justify-between\" data-v-ef9586ae>Website Terms of Service</span><!--]--></a>"
    },
    {
      "href": "#",
      "text": "Your Privacy Choices",
      "html": "<a href=\"#\" class=\"p--small nav-item mb-0 cursor-pointer transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><span class=\"flex flex-row items-center justify-between\" data-v-ef9586ae>Your Privacy Choices<span class=\"px-1/4\" data-v-ef9586ae><svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"20\" height=\"11\" viewBox=\"0 0 20 11\" fill=\"none\" data-v-ef9586ae=\"\"><rect y=\"0.763672\" width=\"20\" height=\"9.47368\" fill=\"url(#pattern0_140_5092)\"/><defs><p..."
    },
    {
      "href": "/legal/platform-terms-of-service",
      "text": "Product Terms of Service",
      "html": "<a href=\"/legal/platform-terms-of-service\" class=\"p--small nav-item mb-0 transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><span class=\"flex flex-row items-center justify-between\" data-v-ef9586ae>Product Terms of Service</span><!--]--></a>"
    }
  ],
  "score": 40,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

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

6 Fail

Needs attention

AEO: Answer evidence and trust

Failed check
01

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

02

Why it matters

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

Check name

AEO: Answer evidence and trust

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "/company/contact",
      "text": "Contact",
      "html": "<a href=\"/company/contact\" class=\"mb-1 md:mr-1/2 md:last:mr-0 btn btn--blue btn--icon btn--icon-phone flex flex-row-reverse pointer-events-auto transition-all p--attribution-title\" id=\"navContactButton\" data-v-d68167b8><!--[-->Contact <svg xmlns=\"http://www.w3.org/2000/svg\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\" fill=\"none\" stroke-color=\"#fff\" class=\"mr-1/2 inline-block\" data-v-d68167b8=\"\"><path d=\"M9.18765 12.4754L6.89414 10.1857C6.15591 9.44868 6.15591 8.25377 6.89414 7.51678C7.55388 6...."
    },
    {
      "href": "/company/contact",
      "text": "Contact Us",
      "html": "<a href=\"/company/contact\" class=\"tn--link mb-0 block\" data-testid data-v-5043a0fe><span class=\"justify-left flex flex-row items-center\" data-v-5043a0fe><span class=\"tn--link-text p mb-0 w-fit\" data-v-5043a0fe>Contact Us</span><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"13\" height=\"12\" viewBox=\"0 0 13 12\" fill=\"none\" class=\"tn--link-icon translate-x-[-3px] opacity-0 ml-[8px] transition\" data-v-5043a0fe=\"\"><path class=\"ai--path-body transition-all\" d=\"M9 6L1 6\" stroke=\"#0369EA\" stroke-width..."
    },
    {
      "href": "/company/about",
      "text": "About Us",
      "html": "<a href=\"/company/about\" class=\"tn--link mb-0 block\" data-v-5043a0fe><span class=\"justify-left flex flex-row items-center\" data-v-5043a0fe><span class=\"tn--link-text p mb-0 w-fit\" data-v-5043a0fe>About Us</span><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"13\" height=\"12\" viewBox=\"0 0 13 12\" fill=\"none\" class=\"tn--link-icon translate-x-[-3px] opacity-0 ml-[8px] transition\" data-v-5043a0fe=\"\"><path class=\"ai--path-body transition-all\" d=\"M9 6L1 6\" stroke=\"#0369EA\" stroke-width=\"2\" stroke-line..."
    },
    {
      "href": "/company/contact",
      "text": "Contact Us",
      "html": "<a href=\"/company/contact\" class=\"tn--link mb-0 block\" data-v-5043a0fe><span class=\"justify-left flex flex-row items-center\" data-v-5043a0fe><span class=\"tn--link-text p mb-0 w-fit\" data-v-5043a0fe>Contact Us</span><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"13\" height=\"12\" viewBox=\"0 0 13 12\" fill=\"none\" class=\"tn--link-icon translate-x-[-3px] opacity-0 ml-[8px] transition\" data-v-5043a0fe=\"\"><path class=\"ai--path-body transition-all\" d=\"M9 6L1 6\" stroke=\"#0369EA\" stroke-width=\"2\" stroke-..."
    },
    {
      "href": "/company/careers",
      "text": "Samsara Jobs",
      "html": "<a href=\"/company/careers\" rel=\"noopener noreferrer\" target=\"_blank\" class=\"tn--link mb-0 block\" data-testid data-v-5043a0fe><span class=\"justify-left flex flex-row items-center\" data-v-5043a0fe><span class=\"tn--link-text p mb-0 w-fit\" data-v-5043a0fe>Samsara Jobs</span><span class=\"el--external-link-icon relative h-[12px] w-[12px] relative ml-1/4 transition\" data-v-5043a0fe><span class=\"el--border-left absolute bottom-0 left-0 h-full w-[2px] origin-bottom rounded-full bg-blue-dark transition..."
    },
    {
      "href": "/company/about",
      "text": "About Us",
      "html": "<a href=\"/company/about\" class=\"p--small cursor-pointer transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><!--[-->About Us<!--]--><!--]--></a>"
    },
    {
      "href": "/company/careers",
      "text": "Careers",
      "html": "<a href=\"/company/careers\" class=\"p--small cursor-pointer transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><!--[-->Careers<!--]--><!--]--></a>"
    },
    {
      "href": "/company/belonging",
      "text": "Belonging",
      "html": "<a href=\"/company/belonging\" class=\"p--small cursor-pointer transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><!--[-->Belonging<!--]--><!--]--></a>"
    },
    {
      "href": "/company/news",
      "text": "News",
      "html": "<a href=\"/company/news\" class=\"p--small cursor-pointer transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><!--[-->News<!--]--><!--]--></a>"
    },
    {
      "href": "/company/privacy",
      "text": "Privacy",
      "html": "<a href=\"/company/privacy\" class=\"p--small cursor-pointer transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><!--[-->Privacy<!--]--><!--]--></a>"
    },
    {
      "href": "/company/contact",
      "text": "Contact",
      "html": "<a href=\"/company/contact\" class=\"p--small cursor-pointer transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><!--[-->Contact<!--]--><!--]--></a>"
    },
    {
      "href": "https://www.linkedin.com/company/samsara/",
      "text": "",
      "html": "<a href=\"https://www.linkedin.com/company/samsara/\" rel=\"noopener noreferrer\" aria-label=\"Samsara on LinkedIn\"><span class=\"icon-without-image flex justify-center items-center icon\" aria-hidden=\"true\" data-v-eec353cd><!----><!----><!--[--><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"34\" height=\"34\" viewBox=\"0 0 34 34\" fill=\"none\" class=\"hidden lg:block\"><path d=\"M31.8807 31.842V31.8407H31.8881V20.8095C31.8881 15.4129 30.7426 11.2559 24.5223 11.2559C21.532 11.2559 19.5252 12.9202 18.706 14.4..."
    }
  ],
  "contactLinks": [
    {
      "href": "/company/contact",
      "text": "Contact",
      "html": "<a href=\"/company/contact\" class=\"mb-1 md:mr-1/2 md:last:mr-0 btn btn--blue btn--icon btn--icon-phone flex flex-row-reverse pointer-events-auto transition-all p--attribution-title\" id=\"navContactButton\" data-v-d68167b8><!--[-->Contact <svg xmlns=\"http://www.w3.org/2000/svg\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\" fill=\"none\" stroke-color=\"#fff\" class=\"mr-1/2 inline-block\" data-v-d68167b8=\"\"><path d=\"M9.18765 12.4754L6.89414 10.1857C6.15591 9.44868 6.15591 8.25377 6.89414 7.51678C7.55388 6...."
    },
    {
      "href": "/support/developers",
      "text": "Developer Portal",
      "html": "<a href=\"/support/developers\" class=\"tn--link mb-0 block\" data-testid data-v-5043a0fe><span class=\"justify-left flex flex-row items-center\" data-v-5043a0fe><span class=\"tn--link-text p mb-0 w-fit\" data-v-5043a0fe>Developer Portal</span><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"13\" height=\"12\" viewBox=\"0 0 13 12\" fill=\"none\" class=\"tn--link-icon translate-x-[-3px] opacity-0 ml-[8px] transition\" data-v-5043a0fe=\"\"><path class=\"ai--path-body transition-all\" d=\"M9 6L1 6\" stroke=\"#0369EA\" str..."
    },
    {
      "href": "/support/customerservices",
      "text": "Customer Services",
      "html": "<a href=\"/support/customerservices\" class=\"tn--link mb-0 block\" data-testid data-v-5043a0fe><span class=\"justify-left flex flex-row items-center\" data-v-5043a0fe><span class=\"tn--link-text p mb-0 w-fit\" data-v-5043a0fe>Customer Services</span><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"13\" height=\"12\" viewBox=\"0 0 13 12\" fill=\"none\" class=\"tn--link-icon translate-x-[-3px] opacity-0 ml-[8px] transition\" data-v-5043a0fe=\"\"><path class=\"ai--path-body transition-all\" d=\"M9 6L1 6\" stroke=\"#0369..."
    },
    {
      "href": "https://kb.samsara.com/hc/en-us",
      "text": "Support Center",
      "html": "<a href=\"https://kb.samsara.com/hc/en-us\" rel=\"noopener noreferrer\" target=\"_blank\" class=\"tn--link mb-0 block\" data-testid data-v-5043a0fe><span class=\"justify-left flex flex-row items-center\" data-v-5043a0fe><span class=\"tn--link-text p mb-0 w-fit\" data-v-5043a0fe>Support Center</span><span class=\"el--external-link-icon relative h-[12px] w-[12px] relative ml-1/4 transition\" data-v-5043a0fe><span class=\"el--border-left absolute bottom-0 left-0 h-full w-[2px] origin-bottom rounded-full bg-blu..."
    },
    {
      "href": "/support/developers",
      "text": "Developer Portal",
      "html": "<a href=\"/support/developers\" class=\"tn--link mb-0 block\" data-testid data-v-5043a0fe><span class=\"justify-left flex flex-row items-center\" data-v-5043a0fe><span class=\"tn--link-text p mb-0 w-fit\" data-v-5043a0fe>Developer Portal</span><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"13\" height=\"12\" viewBox=\"0 0 13 12\" fill=\"none\" class=\"tn--link-icon translate-x-[-3px] opacity-0 ml-[8px] transition\" data-v-5043a0fe=\"\"><path class=\"ai--path-body transition-all\" d=\"M9 6L1 6\" stroke=\"#0369EA\" str..."
    },
    {
      "href": "/company/contact",
      "text": "Contact Us",
      "html": "<a href=\"/company/contact\" class=\"tn--link mb-0 block\" data-testid data-v-5043a0fe><span class=\"justify-left flex flex-row items-center\" data-v-5043a0fe><span class=\"tn--link-text p mb-0 w-fit\" data-v-5043a0fe>Contact Us</span><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"13\" height=\"12\" viewBox=\"0 0 13 12\" fill=\"none\" class=\"tn--link-icon translate-x-[-3px] opacity-0 ml-[8px] transition\" data-v-5043a0fe=\"\"><path class=\"ai--path-body transition-all\" d=\"M9 6L1 6\" stroke=\"#0369EA\" stroke-width..."
    },
    {
      "href": "/company/contact",
      "text": "Contact Us",
      "html": "<a href=\"/company/contact\" class=\"tn--link mb-0 block\" data-v-5043a0fe><span class=\"justify-left flex flex-row items-center\" data-v-5043a0fe><span class=\"tn--link-text p mb-0 w-fit\" data-v-5043a0fe>Contact Us</span><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"13\" height=\"12\" viewBox=\"0 0 13 12\" fill=\"none\" class=\"tn--link-icon translate-x-[-3px] opacity-0 ml-[8px] transition\" data-v-5043a0fe=\"\"><path class=\"ai--path-body transition-all\" d=\"M9 6L1 6\" stroke=\"#0369EA\" stroke-width=\"2\" stroke-..."
    },
    {
      "href": "https://kb.samsara.com/hc/en-us",
      "text": "Support Center",
      "html": "<a href=\"https://kb.samsara.com/hc/en-us\" rel=\"noopener noreferrer\" target=\"_blank\" class=\"tn--link mb-0 block\" data-v-5043a0fe><span class=\"justify-left flex flex-row items-center\" data-v-5043a0fe><span class=\"tn--link-text p mb-0 w-fit\" data-v-5043a0fe>Support Center</span><span class=\"el--external-link-icon relative h-[12px] w-[12px] relative ml-1/4 transition\" data-v-5043a0fe><span class=\"el--border-left absolute bottom-0 left-0 h-full w-[2px] origin-bottom rounded-full bg-blue-dark trans..."
    },
    {
      "href": "/support/developers",
      "text": "Developer Portal",
      "html": "<a href=\"/support/developers\" class=\"p--small cursor-pointer transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><!--[-->Developer Portal<!--]--><!--]--></a>"
    },
    {
      "href": "https://kb.samsara.com/hc/en-us",
      "text": "Support Center",
      "html": "<a href=\"https://kb.samsara.com/hc/en-us\" rel=\"noopener noreferrer\" target=\"_blank\" class=\"p--small cursor-pointer transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><!--[-->Support Center<!--]--><!--]--></a>"
    },
    {
      "href": "/company/contact",
      "text": "Contact",
      "html": "<a href=\"/company/contact\" class=\"p--small cursor-pointer transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><!--[-->Contact<!--]--><!--]--></a>"
    },
    {
      "href": "/support/privacy",
      "text": "Privacy Policy",
      "html": "<a href=\"/support/privacy\" class=\"p--small nav-item mb-0 transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><span class=\"flex flex-row items-center justify-between\" data-v-ef9586ae>Privacy Policy</span><!--]--></a>"
    },
    {
      "href": "/support/hardware-warranty",
      "text": "Hardware Warranty",
      "html": "<a href=\"/support/hardware-warranty\" target=\"_self\" class=\"p--small nav-item mb-0 transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><span class=\"flex flex-row items-center justify-between\" data-v-ef9586ae>Hardware Warranty</span><!--]--></a>"
    },
    {
      "href": "/support/modern-slavery-statement",
      "text": "Modern Slavery Statement",
      "html": "<a href=\"/support/modern-slavery-statement\" class=\"p--small nav-item mb-0 transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><span class=\"flex flex-row items-center justify-between\" data-v-ef9586ae>Modern Slavery Statement</span><!--]--></a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/company/privacy",
      "text": "Privacy",
      "html": "<a href=\"/company/privacy\" class=\"p--small cursor-pointer transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><!--[-->Privacy<!--]--><!--]--></a>"
    },
    {
      "href": "/support/privacy",
      "text": "Privacy Policy",
      "html": "<a href=\"/support/privacy\" class=\"p--small nav-item mb-0 transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><span class=\"flex flex-row items-center justify-between\" data-v-ef9586ae>Privacy Policy</span><!--]--></a>"
    },
    {
      "href": "/legal/candidate-privacy-notice",
      "text": "Candidate Privacy Notice",
      "html": "<a href=\"/legal/candidate-privacy-notice\" class=\"p--small nav-item mb-0 transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><span class=\"flex flex-row items-center justify-between\" data-v-ef9586ae>Candidate Privacy Notice</span><!--]--></a>"
    },
    {
      "href": "/legal/website-terms-of-service",
      "text": "Website Terms of Service",
      "html": "<a href=\"/legal/website-terms-of-service\" class=\"p--small nav-item mb-0 transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><span class=\"flex flex-row items-center justify-between\" data-v-ef9586ae>Website Terms of Service</span><!--]--></a>"
    },
    {
      "href": "#",
      "text": "Your Privacy Choices",
      "html": "<a href=\"#\" class=\"p--small nav-item mb-0 cursor-pointer transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><span class=\"flex flex-row items-center justify-between\" data-v-ef9586ae>Your Privacy Choices<span class=\"px-1/4\" data-v-ef9586ae><svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"20\" height=\"11\" viewBox=\"0 0 20 11\" fill=\"none\" data-v-ef9586ae=\"\"><rect y=\"0.763672\" width=\"20\" height=\"9.47368\" fill=\"url(#pattern0_140_5092)\"/><defs><p..."
    },
    {
      "href": "/legal/platform-terms-of-service",
      "text": "Product Terms of Service",
      "html": "<a href=\"/legal/platform-terms-of-service\" class=\"p--small nav-item mb-0 transition-opacity duration-300 hover:opacity-75\" data-v-ef9586ae><!--[--><span class=\"flex flex-row items-center justify-between\" data-v-ef9586ae>Product Terms of Service</span><!--]--></a>"
    }
  ],
  "score": 40,
  "weight": 22
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Extraction-friendly structure

GEO: Extraction-friendly structure scored 60/100 and needs improvement.

5 Warning

Needs attention

GEO: Extraction-friendly structure

Warning
01

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, JSON-LD structured data.

Details

02

Why it matters

Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.

Check name

GEO: Extraction-friendly structure

Score

60/100

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 60/100 and needs improvement.

Evidence
{
  "hasSummary": false,
  "tableCount": 0,
  "tablesWithHead": 0,
  "tablesMissingThead": [],
  "orderedLists": 0,
  "hasFaq": true,
  "definitionPatterns": 4,
  "schemaBlocks": 0,
  "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",
    "JSON-LD structured data"
  ],
  "score": 60,
  "weight": 24
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

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

5 Warning

Needs attention

AEO: Answer-first sections

Warning
01

Issue

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

Details

02

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": 14,
  "passing": 1,
  "failing": [
    {
      "heading": "Operations are complex. Let’s make them simpler, smarter, and safer.",
      "headingHtml": "<h2>Operations are complex. Let&#x2019;s make them simpler, smarter, and safer.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "<p></p>",
      "words": 0,
      "direct": false,
      "issue": "First paragraph is 0 words and does not look like a concise direct answer."
    },
    {
      "heading": "Cameras and Video",
      "headingHtml": "<h3>Cameras and Video</h3>",
      "firstParagraph": "Capture, review, and coach for better performance",
      "paragraphHtml": "<p>Capture, review, and coach for better performance</p>",
      "words": 7,
      "direct": false,
      "issue": "First paragraph is 7 words and does not look like a concise direct answer."
    },
    {
      "heading": "Cameras and Video",
      "headingHtml": "<h3>Cameras and Video</h3>",
      "firstParagraph": "Capture, review, and coach for better performance",
      "paragraphHtml": "<p>Capture, review, and coach for better performance</p>",
      "words": 7,
      "direct": false,
      "issue": "First paragraph is 7 words and does not look like a concise direct answer."
    },
    {
      "heading": "Complete operational visibility on one platform",
      "headingHtml": "<h2>Complete operational visibility on one platform</h2>",
      "firstParagraph": "Samsara's platform leverages AI and data from your physical operations—vehicles, equipment, and sites—to provide actionable insights.",
      "paragraphHtml": "<p>Samsara&apos;s platform leverages AI and data from your physical operations&#x2014;vehicles, equipment, and sites&#x2014;to provide actionable insights.</p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "Trusted by teams who keep operations moving",
      "headingHtml": "<h2>Trusted by teams who keep operations moving</h2>",
      "firstParagraph": "We help organizations worldwide improve safety, efficiency, and reliability with AI-powered technology built for the field.",
      "paragraphHtml": "<p>We help organizations worldwide improve safety, efficiency, and reliability with AI-powered technology built for the field. </p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Safety",
      "headingHtml": "<h3 class=\"relative block\" data-v-3ad610f7>Safety</h3>",
      "firstParagraph": "Use AI to predict and prevent risks inside and outside the cab",
      "paragraphHtml": "<p class=\"relative mb-0 block\" data-v-3ad610f7>Use AI to predict and prevent risks inside and outside the cab</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Efficiency",
      "headingHtml": "<h3 class=\"relative block\" data-v-3ad610f7>Efficiency</h3>",
      "firstParagraph": "Reduce costs, maximize utilization, and streamline workflows",
      "paragraphHtml": "<p class=\"relative mb-0 block\" data-v-3ad610f7>Reduce costs, maximize utilization, and streamline workflows</p>",
      "words": 7,
      "direct": false,
      "issue": "First paragraph is 7 words and does not look like a concise direct answer."
    },
    {
      "heading": "Reliability",
      "headingHtml": "<h3 class=\"relative block\" data-v-3ad610f7>Reliability</h3>",
      "firstParagraph": "Enterprise security, unmatched connectivity, and premier support",
      "paragraphHtml": "<p class=\"relative mb-0 block\" data-v-3ad610f7>Enterprise security, unmatched connectivity, and premier support</p>",
      "words": 7,
      "direct": false,
      "issue": "First paragraph is 7 words and does not look like a concise direct answer."
    },
    {
      "heading": "Proven value. Real results.",
      "headingHtml": "<h2>Proven value. Real results.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "<p></p>",
      "words": 0,
      "direct": false,
      "issue": "First paragraph is 0 words and does not look like a concise direct answer."
    },
    {
      "heading": "Recognized as an industry leader",
      "headingHtml": "<h2>Recognized as an industry leader</h2>",
      "firstParagraph": "",
      "paragraphHtml": "<p></p>",
      "words": 0,
      "direct": false,
      "issue": "First paragraph is 0 words and does not look like a concise direct answer."
    },
    {
      "heading": "Keep up with our latest news and updates",
      "headingHtml": "<h2>Keep up with our latest news and updates</h2>",
      "firstParagraph": "",
      "paragraphHtml": "<p></p>",
      "words": 0,
      "direct": false,
      "issue": "First paragraph is 0 words and does not look like a concise direct answer."
    },
    {
      "heading": "Do you know your true cost of asset loss?",
      "headingHtml": "<h3>Do you know your true cost of asset loss?</h3>",
      "firstParagraph": "2026 survey of 1,500+ financial executives reveals the hidden cost of asset theft and loss within asset-heavy industries.",
      "paragraphHtml": "<p>2026 survey of 1,500+ financial executives reveals the hidden cost of asset theft and loss within asset-heavy industries.</p>",
      "words": 19,
      "direct": false,
      "issue": "First paragraph is 19 words and does not look like a concise direct answer."
    },
    {
      "heading": "Ready to get in touch?",
      "headingHtml": "<h2>Ready to get in touch?</h2>",
      "firstParagraph": "We’re here to help transform your operations",
      "paragraphHtml": "<p>We&#x2019;re here to help transform your operations</p>",
      "words": 8,
      "direct": false,
      "issue": "First paragraph is 8 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Entity clarity

GEO: Entity clarity scored 81/100 and needs improvement.

3 Warning

Needs attention

GEO: Entity clarity

Warning
01

Issue

Title/H1 terms missing from description: leading, management, platform, operate, smarter.

Details

02

Why it matters

Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.

Check name

GEO: Entity clarity

Score

81/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for AI answer engines to extract, cite, and attribute.

Result

GEO: Entity clarity scored 81/100 and needs improvement.

Evidence
{
  "title": "Samsara: The leading fleet management and safety platform",
  "h1": "Operate Smarterâ„¢",
  "description": "Samsara's AI-powered technology helps lower costs and improve fleet safety with AI-powered dash cams, real-time GPS, ELD, telematics, maintenance, routing, and compliance.",
  "topicOverlap": 0.375,
  "topicTerms": [
    "samsara",
    "leading",
    "fleet",
    "management",
    "safety",
    "platform",
    "operate",
    "smarter"
  ],
  "descriptionTerms": [
    "samsara",
    "powered",
    "technology",
    "helps",
    "lower",
    "costs",
    "improve",
    "fleet",
    "safety",
    "dash",
    "cams",
    "real",
    "time",
    "gps",
    "eld",
    "telematics",
    "maintenance",
    "routing",
    "compliance"
  ],
  "missingFromDescription": [
    "leading",
    "management",
    "platform",
    "operate",
    "smarter"
  ],
  "score": 81,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Explanatory content depth

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

2 Warning

Needs attention

GEO: Explanatory content depth

Warning
01

Issue

No substantial explanatory paragraphs were found.

Details

02

Why it matters

Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.

Check name

GEO: Explanatory content depth

Score

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for AI answer engines to extract, cite, and attribute.

Result

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

Evidence
{
  "candidatePassages": 1,
  "citablePassages": 0,
  "failingCandidateParagraphs": [],
  "citableParagraphs": [],
  "score": 75,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: 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
01

Issue

13 image(s) are missing width/height attributes. 7 possible modal/interstitial element(s) detected.

Details

02

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": 1040,
  "htmlBytes": 1308769,
  "imagesMissingDimensions": [
    {
      "src": "https://images.ctfassets.net/bx9krvy0u3sx/5rbMYyKnAcuuz56hXvfOu2/c59e1ff8b62139cc471333fb30b20ffe/risk-detections-icon.svg?w=2160&q=80",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img onerror=\"this.setAttribute(&apos;data-error&apos;, 1)\" alt=\"icon\" loading=\"lazy\" data-nuxt-img sizes=\"(max-width: 415px) 100vw, (max-width: 768px) 100vw, (max-width: 1000px) 100vw, (max-width: 1080px) 100vw, 100vw\" srcset=\"https://images.ctfassets.net/bx9krvy0u3sx/5rbMYyKnAcuuz56hXvfOu2/c59e1ff8b62139cc471333fb30b20ffe/risk-detections-icon.svg?w=320&amp;q=80 320w, https://images.ctfassets.net/bx9krvy0u3sx/5rbMYyKnAcuuz56hXvfOu2/c59e1ff8b62139cc471333fb30b20ffe/risk-detections-icon.svg?w=..."
    },
    {
      "src": "https://images.ctfassets.net/bx9krvy0u3sx/2TtiwIuz29VfLSBQndSdV2/a74e7d98bebeddee93762a74d6b52498/weather_icon.png?w=2160&fm=webp&q=80",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img onerror=\"this.setAttribute(&apos;data-error&apos;, 1)\" alt=\"Dark blue cloud with two lightning bolts beneath it, representing a thunderstorm or severe weather.\" loading=\"lazy\" data-nuxt-img sizes=\"(max-width: 415px) 100vw, (max-width: 768px) 100vw, (max-width: 1000px) 100vw, (max-width: 1080px) 100vw, 100vw\" srcset=\"https://images.ctfassets.net/bx9krvy0u3sx/2TtiwIuz29VfLSBQndSdV2/a74e7d98bebeddee93762a74d6b52498/weather_icon.png?w=320&amp;fm=webp&amp;q=80 320w, https://images.ctfassets.n..."
    },
    {
      "src": "https://images.ctfassets.net/bx9krvy0u3sx/41dhPHrNxEzFzZ4LWQEFSL/64bb0db28de11149a446c9b85de60f1e/coaching-icon-2x.png?w=2160&fm=webp&q=80",
      "width": "",
      "height": "",
      "loading": "lazy",
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      "loading": "lazy",
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  ],
  "score": 70,
  "weight": 10
}

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
01

Issue

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

Details

02

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": 14,
  "passing": 1,
  "failing": [
    {
      "heading": "Operations are complex. Let’s make them simpler, smarter, and safer.",
      "headingHtml": "<h2>Operations are complex. Let&#x2019;s make them simpler, smarter, and safer.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "<p></p>",
      "words": 0,
      "direct": false,
      "issue": "First paragraph is 0 words and does not look like a concise direct answer."
    },
    {
      "heading": "Cameras and Video",
      "headingHtml": "<h3>Cameras and Video</h3>",
      "firstParagraph": "Capture, review, and coach for better performance",
      "paragraphHtml": "<p>Capture, review, and coach for better performance</p>",
      "words": 7,
      "direct": false,
      "issue": "First paragraph is 7 words and does not look like a concise direct answer."
    },
    {
      "heading": "Cameras and Video",
      "headingHtml": "<h3>Cameras and Video</h3>",
      "firstParagraph": "Capture, review, and coach for better performance",
      "paragraphHtml": "<p>Capture, review, and coach for better performance</p>",
      "words": 7,
      "direct": false,
      "issue": "First paragraph is 7 words and does not look like a concise direct answer."
    },
    {
      "heading": "Complete operational visibility on one platform",
      "headingHtml": "<h2>Complete operational visibility on one platform</h2>",
      "firstParagraph": "Samsara's platform leverages AI and data from your physical operations—vehicles, equipment, and sites—to provide actionable insights.",
      "paragraphHtml": "<p>Samsara&apos;s platform leverages AI and data from your physical operations&#x2014;vehicles, equipment, and sites&#x2014;to provide actionable insights.</p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "Trusted by teams who keep operations moving",
      "headingHtml": "<h2>Trusted by teams who keep operations moving</h2>",
      "firstParagraph": "We help organizations worldwide improve safety, efficiency, and reliability with AI-powered technology built for the field.",
      "paragraphHtml": "<p>We help organizations worldwide improve safety, efficiency, and reliability with AI-powered technology built for the field. </p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Safety",
      "headingHtml": "<h3 class=\"relative block\" data-v-3ad610f7>Safety</h3>",
      "firstParagraph": "Use AI to predict and prevent risks inside and outside the cab",
      "paragraphHtml": "<p class=\"relative mb-0 block\" data-v-3ad610f7>Use AI to predict and prevent risks inside and outside the cab</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Efficiency",
      "headingHtml": "<h3 class=\"relative block\" data-v-3ad610f7>Efficiency</h3>",
      "firstParagraph": "Reduce costs, maximize utilization, and streamline workflows",
      "paragraphHtml": "<p class=\"relative mb-0 block\" data-v-3ad610f7>Reduce costs, maximize utilization, and streamline workflows</p>",
      "words": 7,
      "direct": false,
      "issue": "First paragraph is 7 words and does not look like a concise direct answer."
    },
    {
      "heading": "Reliability",
      "headingHtml": "<h3 class=\"relative block\" data-v-3ad610f7>Reliability</h3>",
      "firstParagraph": "Enterprise security, unmatched connectivity, and premier support",
      "paragraphHtml": "<p class=\"relative mb-0 block\" data-v-3ad610f7>Enterprise security, unmatched connectivity, and premier support</p>",
      "words": 7,
      "direct": false,
      "issue": "First paragraph is 7 words and does not look like a concise direct answer."
    },
    {
      "heading": "Proven value. Real results.",
      "headingHtml": "<h2>Proven value. Real results.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "<p></p>",
      "words": 0,
      "direct": false,
      "issue": "First paragraph is 0 words and does not look like a concise direct answer."
    },
    {
      "heading": "Recognized as an industry leader",
      "headingHtml": "<h2>Recognized as an industry leader</h2>",
      "firstParagraph": "",
      "paragraphHtml": "<p></p>",
      "words": 0,
      "direct": false,
      "issue": "First paragraph is 0 words and does not look like a concise direct answer."
    },
    {
      "heading": "Keep up with our latest news and updates",
      "headingHtml": "<h2>Keep up with our latest news and updates</h2>",
      "firstParagraph": "",
      "paragraphHtml": "<p></p>",
      "words": 0,
      "direct": false,
      "issue": "First paragraph is 0 words and does not look like a concise direct answer."
    },
    {
      "heading": "Do you know your true cost of asset loss?",
      "headingHtml": "<h3>Do you know your true cost of asset loss?</h3>",
      "firstParagraph": "2026 survey of 1,500+ financial executives reveals the hidden cost of asset theft and loss within asset-heavy industries.",
      "paragraphHtml": "<p>2026 survey of 1,500+ financial executives reveals the hidden cost of asset theft and loss within asset-heavy industries.</p>",
      "words": 19,
      "direct": false,
      "issue": "First paragraph is 19 words and does not look like a concise direct answer."
    },
    {
      "heading": "Ready to get in touch?",
      "headingHtml": "<h2>Ready to get in touch?</h2>",
      "firstParagraph": "We’re here to help transform your operations",
      "paragraphHtml": "<p>We&#x2019;re here to help transform your operations</p>",
      "words": 8,
      "direct": false,
      "issue": "First paragraph is 8 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 84/100 and needs improvement.

1 Warning

Needs attention

AEO: Entity and definition clarity

Warning
01

Issue

Entity or definition gaps: leading, management, platform, operate, smarter.

Details

02

Why it matters

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

Check name

AEO: Entity and definition clarity

Score

84/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AEO: Entity and definition clarity scored 84/100 and needs improvement.

Evidence
{
  "title": "Samsara: The leading fleet management and safety platform",
  "h1": "Operate Smarterâ„¢",
  "description": "Samsara's AI-powered technology helps lower costs and improve fleet safety with AI-powered dash cams, real-time GPS, ELD, telematics, maintenance, routing, and compliance.",
  "topicOverlap": 0.375,
  "definitionCount": 4,
  "topicTerms": [
    "samsara",
    "leading",
    "fleet",
    "management",
    "safety",
    "platform",
    "operate",
    "smarter"
  ],
  "descriptionTerms": [
    "samsara",
    "powered",
    "technology",
    "helps",
    "lower",
    "costs",
    "improve",
    "fleet",
    "safety",
    "dash",
    "cams",
    "real",
    "time",
    "gps",
    "eld",
    "telematics",
    "maintenance",
    "routing",
    "compliance"
  ],
  "missingFromDescription": [
    "leading",
    "management",
    "platform",
    "operate",
    "smarter"
  ],
  "score": 84,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer intent coverage

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

1 Warning

Needs attention

AEO: Answer intent coverage

Warning
01

Issue

Missing likely AI Overview intent sections: what, how, benefits, cost, compare.

Details

02

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": "Operations are complex. Let’s make them simpler, smarter, and safer.",
      "html": "<h2>Operations are complex. Let&#x2019;s make them simpler, smarter, and safer.</h2>"
    },
    {
      "text": "Complete operational visibility on one platform",
      "html": "<h2>Complete operational visibility on one platform</h2>"
    },
    {
      "text": "Let the intelligence of thousands of<br>customers improve your operations",
      "html": "<h2>Let the intelligence of thousands of<code>&lt;br&gt;</code>customers improve your operations</h2>"
    },
    {
      "text": "Trusted by teams who keep operations moving",
      "html": "<h2>Trusted by teams who keep operations moving</h2>"
    },
    {
      "text": "Proven value. Real results.",
      "html": "<h2>Proven value. Real results.</h2>"
    },
    {
      "text": "Recognized as an industry leader",
      "html": "<h2>Recognized as an industry leader</h2>"
    },
    {
      "text": "Keep up with our latest news and updates",
      "html": "<h2>Keep up with our latest news and updates</h2>"
    },
    {
      "text": "Ready to get in touch?",
      "html": "<h2>Ready to get in touch?</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Samsara: The leading fleet management and saf...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Samsara: The leading fleet management and saf... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Samsara: The leading fleet management and saf...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Samsara: The leading fleet management and saf... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Samsara: The leading fleet management and saf... compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Samsara: The leading fleet management and saf...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Samsara: The leading fleet management and saf... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Samsara: The leading fleet management and saf...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Samsara: The leading fleet management and saf... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Samsara: The leading fleet management and saf... 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
01

Issue

AI context endpoint is informational for this page.

02

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

  1. 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": "application/json",
            "length": 258
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "application/json",
            "length": 246
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "application/json",
            "length": 230
          }
        ]
      },
      "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
01

Issue

Missing likely AI Overview intent sections: what, how, benefits, cost, compare.

Details

02

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": "Operations are complex. Let’s make them simpler, smarter, and safer.",
      "html": "<h2>Operations are complex. Let&#x2019;s make them simpler, smarter, and safer.</h2>"
    },
    {
      "text": "Complete operational visibility on one platform",
      "html": "<h2>Complete operational visibility on one platform</h2>"
    },
    {
      "text": "Let the intelligence of thousands of<br>customers improve your operations",
      "html": "<h2>Let the intelligence of thousands of<code>&lt;br&gt;</code>customers improve your operations</h2>"
    },
    {
      "text": "Trusted by teams who keep operations moving",
      "html": "<h2>Trusted by teams who keep operations moving</h2>"
    },
    {
      "text": "Proven value. Real results.",
      "html": "<h2>Proven value. Real results.</h2>"
    },
    {
      "text": "Recognized as an industry leader",
      "html": "<h2>Recognized as an industry leader</h2>"
    },
    {
      "text": "Keep up with our latest news and updates",
      "html": "<h2>Keep up with our latest news and updates</h2>"
    },
    {
      "text": "Ready to get in touch?",
      "html": "<h2>Ready to get in touch?</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Samsara: The leading fleet management and saf...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Samsara: The leading fleet management and saf... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Samsara: The leading fleet management and saf...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Samsara: The leading fleet management and saf... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Samsara: The leading fleet management and saf... compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Samsara: The leading fleet management and saf...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Samsara: The leading fleet management and saf... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Samsara: The leading fleet management and saf...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Samsara: The leading fleet management and saf... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Samsara: The leading fleet management and saf... 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
01

Issue

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

02

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

  1. Fetch and validate /auth.md

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

  2. Publish protected resource metadata

    The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.

  3. 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": "application/json",
        "length": 230,
        "validation": {
          "valid": false,
          "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"application/json\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
          "compatibleContentType": false,
          "contentLength": 212,
          "hasRegisterInstructions": false,
          "hasProtectedResourceLink": false,
          "hasAuthorizationServerLink": false,
          "mentionsIdentity": false,
          "mentionsCredential": false,
          "links": [
            "https://main.dk18mmwheuhi8.amplifyapp.com/auth.md\",",
            "/auth.md",
            "/auth.md",
            "/auth.md"
          ],
          "rawExcerpt": "{\n  \"error\": true,\n  \"url\": \"https://main.dk18mmwheuhi8.amplifyapp.com/auth.md\",\n  \"statusCode\": 404,\n  \"statusMessage\": \"Page Not Found: /auth.md\",\n  \"message\": \"Page Not Found: /auth.md\",\n  \"data\": {\n    \"path\": \"/auth.md\"\n  }\n}"
        }
      },
      "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"application/json\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
      "howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
    },
    {
      "id": "oauth-protected-resource",
      "title": "Publish protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "ok": false,
        "statusCode": 404,
        "contentType": "application/json",
        "length": 346,
        "text": "{\n  \"error\": true,\n  \"url\": \"https://main.dk18mmwheuhi8.amplifyapp.com/.well-known/oauth-protected-resource\",\n  \"statusCode\": 404,\n  \"statusMessage\": \"Page Not Found: /.well-known/oauth-protected-resource\",\n  \"message\": \"Page Not Found: /.well-known/oauth-protected-resource\",\n  \"data\": {\n    \"path\": \"/.well-known/oauth-protected-resource\"\n  }\n}"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
    },
    {
      "id": "agent-auth-block",
      "title": "Validate agent_auth authorization metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "issue": "OAuth authorization server metadata could not be fetched.",
        "fetch": {
          "ok": false,
          "statusCode": 404,
          "contentType": "application/json",
          "length": 354,
          "text": "{\n  \"error\": true,\n  \"url\": \"https://main.dk18mmwheuhi8.amplifyapp.com/.well-known/oauth-authorization-server\",\n  \"statusCode\": 404,\n  \"statusMessage\": \"Page Not Found: /.well-known/oauth-authorization-server\",\n  \"message\": \"Page Not Found: /.well-known/oauth-authorization-server\",\n  \"data\": {\n    \"path\": \"/.well-known/oauth-authorization-server\"\n  }\n}"
        }
      },
      "issue": "OAuth authorization server metadata could not be fetched.",
      "howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 3,
    "signals": [
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

AI DiscoverabilityDiscoverabilityEstablished

IndexNow key

IndexNow key is informational for this page.

Informational

Needs attention

IndexNow key

Informational
01

Issue

IndexNow key is informational for this page.

02

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

  1. Find advertised IndexNow key location

    No IndexNow key location was advertised in HTML, Link headers, or robots.txt.

  2. 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
01

Issue

OAuth / OIDC discovery was not found at the expected path.

02

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

  1. 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": "application/json",
            "length": 330
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 404,
            "contentType": "application/json",
            "length": 354
          }
        ]
      },
      "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": 3,
    "signals": [
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Agent Ease of UseAuthEmerging recommendation

OAuth Protected Resource

OAuth Protected Resource has an informational finding because the page appears to support authentication.

Informational

Needs attention

OAuth Protected Resource

Informational
01

Issue

The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.

02

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

  1. Fetch protected resource metadata

    The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.

  2. Validate protected resource metadata

    OAuth Protected Resource metadata did not match RFC 9728 shape. resource issues: [{"field":"resource","issue":"Missing URL."}]; authorization server issues: [{"field":"authorization_servers","issue":"Expected an array."}].

  3. Validate protected resource identity

    Protected resource metadata `resource` did not match the resource identifier used to retrieve it.

  4. 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": "application/json"
      },
      "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,
        "issue": "OAuth Protected Resource metadata did not match RFC 9728 shape. resource issues: [{\"field\":\"resource\",\"issue\":\"Missing URL.\"}]; authorization server issues: [{\"field\":\"authorization_servers\",\"issue\":\"Expected an array.\"}].",
        "compatibleContentType": true,
        "hasResource": false,
        "authorizationServerCount": 0,
        "resourceIssues": [
          {
            "field": "resource",
            "issue": "Missing URL."
          }
        ],
        "authServerIssues": [
          {
            "field": "authorization_servers",
            "issue": "Expected an array."
          }
        ],
        "scopesSupported": [],
        "bearerMethodsSupported": [],
        "rawExcerpt": "{\n  \"error\": true,\n  \"url\": \"https://main.dk18mmwheuhi8.amplifyapp.com/.well-known/oauth-protected-resource\",\n  \"statusCode\": 404,\n  \"statusMessage\": \"Page Not Found: /.well-known/oauth-protected-resource\",\n  \"message\": \"Page Not Found: /.well-known/oauth-protected-resource\",\n  \"data\": {\n    \"path\": \"/.well-known/oauth-protected-resource\"\n  }\n}"
      },
      "issue": "OAuth Protected Resource metadata did not match RFC 9728 shape. resource issues: [{\"field\":\"resource\",\"issue\":\"Missing URL.\"}]; authorization server issues: [{\"field\":\"authorization_servers\",\"issue\":\"Expected an array.\"}].",
      "howToFix": "Publish resource and authorization_servers as absolute URLs."
    },
    {
      "id": "resource-identity",
      "title": "Validate protected resource identity",
      "status": "fail",
      "evidence": {
        "expectedResource": "https://www.samsara.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.samsara.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.samsara.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.samsara.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": 3,
    "signals": [
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Performance and AccessibilityAccessibilityBrowser audit

Buttons do not have an accessible name

50 Fail

Check name

Buttons do not have an accessible name

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

When a button doesn't have an accessible name, screen readers announce it as "button", making it unusable for users who rely on screen readers. [Learn how to make buttons more accessible](https://dequeuniversity.com/rules/axe/4.11/button-name).

Evidence
{
  "description": "When a button doesn't have an accessible name, screen readers announce it as \"button\", making it unusable for users who rely on screen readers. [Learn how to make buttons more accessible](https://dequeuniversity.com/rules/axe/4.11/button-name)."
}

Performance and AccessibilityAccessibilityBrowser audit

Heading elements are not in a sequentially-descending order

50 Fail

Check name

Heading elements are not in a sequentially-descending order

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

Properly ordered headings that do not skip levels convey the semantic structure of the page, making it easier to navigate and understand when using assistive technologies. [Learn more about heading order](https://dequeuniversity.com/rules/axe/4.11/heading-order).

Evidence
{
  "description": "Properly ordered headings that do not skip levels convey the semantic structure of the page, making it easier to navigate and understand when using assistive technologies. [Learn more about heading order](https://dequeuniversity.com/rules/axe/4.11/heading-order)."
}

SEOSEOBrowser audit

Image elements do not have `[alt]` attributes

50 Fail

Check name

Image elements do not have `[alt]` attributes

Score

0/100

Status

fail

Device

desktop

Category

SEO

Fix guidance

Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.11/image-alt).

Evidence
{
  "description": "Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.11/image-alt)."
}

SEOSEOBrowser audit

Links do not have descriptive text

50 Fail

Check name

Links do not have descriptive text

Score

0/100

Status

fail

Device

desktop

Category

SEO

Estimated savings

3 links found

Fix guidance

Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/).

Evidence
{
  "displayValue": "3 links found",
  "description": "Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/)."
}

Performance and AccessibilityPerformanceBrowser audit

Reduce JavaScript execution time

33 Fail

Check name

Reduce JavaScript execution time

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

7.5 s

Fix guidance

Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).

Evidence
{
  "displayValue": "7.5 s",
  "description": "Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).",
  "numericValue": 7456.690999999975
}

Performance and AccessibilityPerformanceBrowser audit

Reduce unused JavaScript

33 Fail

Check name

Reduce unused JavaScript

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 1,216 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/).

Evidence
{
  "displayValue": "Est savings of 1,216 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": 840
}

Performance and AccessibilityPerformanceBrowser audit

Loading performance

23 Fail

Check name

Loading performance

Score

31/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

Review the grouped loading performance checks and improve the failing sub-checks listed in evidence.

Evidence
{
  "checks": [
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 50 ms",
      "numericValue": 47
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 4,
      "displayValue": "4.8 s",
      "numericValue": 4769.291030935194
    },
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 22,
      "displayValue": "2.2 s",
      "numericValue": 2212.500751769923
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "70 ms",
      "numericValue": 72.049275
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 5,
      "displayValue": "9.5 s",
      "numericValue": 9488.773525189858
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 0,
      "displayValue": "3,690 ms",
      "numericValue": 3694.4985614311913
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 1,
      "displayValue": "740 ms",
      "numericValue": 744
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 13,
      "displayValue": "4.4 s",
      "numericValue": 4381.039822976743
    }
  ]
}

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42/100Level 2, Agent-LimitedCurrent report
samsara.com AI SEO Report: 42/100 (Level 2, Agent-Limited)