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54/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents
AIDiscoverability56%Agent Easeof Use10%Security& Trust40%GEO, AIO, AEO77%SEO92%Performance& Accessibility62%
  • AI Discoverability 56 out of 100
  • Agent Ease of Use 10 out of 100
  • Security & Trust 40 out of 100
  • GEO, AIO and AEO 77 out of 100
  • SEO 92 out of 100
  • Performance and Accessibility 62 out of 100

CAPTURED SCREENSHOT

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What AI sees of your website

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Next step

Turn this report into a fix workflow

23 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
56
Needs work1581View details
Discoverability
67
Needs work540View details
Content Readiness
88
Mostly ready1001
Bot Access Control
0
Priority fix040View details
Agent Ease of Use
10
Priority fix6291View details
API
0
Priority fix060View details
Auth
Not Applicable
Not Applicable070View details
MCP
25
Priority fix260View details
Skill Discovery
5
Priority fix0101View details
Agent Commerce
Not Applicable
Not Applicable400
GEO, AIO and AEO
77
Mostly ready5212View details
GEO Readiness
87
Mostly ready104
AIO Readiness
80
Mostly ready313View details
AEO Readiness
63
Needs work115View details
SEO
92
Strong1010View details
SEO
92
Strong1010View details
Security & Trust
40
Priority fix630View details
Security & Trust
40
Priority fix230View details
AI Training Exposure
Not Applicable
Not Applicable400
Performance and Accessibility
62
Needs work2153View details
Performance
48
Priority fix1553View details
Accessibility
88
Mostly ready600

Prioritized recommendations

Issues ranked by score impact

46 items need attention

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is partially implemented.

75 Warning

Needs attention

Content freshness signals

Warning
01

Issue

Content freshness signals are incomplete: 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

25/100

Status

warning

Category

Content Readiness

Maturity

Established

Goal

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

Result

Content freshness signals is partially implemented.

Evidence
{
  "lastModified": "Tue, 09 Jun 2026 06:32:04 GMT",
  "schemaDates": [],
  "metaDateCount": 0,
  "timeDateCount": 0
}

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

    Response is not valid JSON.

  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": "text/html; charset=utf-8"
      },
      "issue": "The API catalog endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/api-catalog."
    },
    {
      "id": "validate",
      "title": "Validate RFC 9727 linkset",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html>\n<html>\n  <body>\n    <p>Invalid .well-known request</p>\n  </body>\n</html>"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
    },
    {
      "id": "target-validation",
      "title": "Fetch advertised API catalog targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin API catalog hrefs were available to fetch."
          }
        ]
      },
      "issue": "API Catalog did not expose any same-origin hrefs to validate.",
      "howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
    }
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

High-value schema types

High-value schema types is missing or incomplete.

50 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": [
    "Organization",
    "WebSite"
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

50 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."
    }
  ]
}

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 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.

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 YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Find valid OpenAPI document",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><!-- Last Published: Tue Jun 09 2026 06:14:56 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"lattice.com\" data-wf-page=\"65e6d457cf377fe5fe983076\" data-wf-site=\"64ad6f1aef87635bd23449f1\" data-wf-intellimize-customer-id=\"117571950\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>404 | Lattice</title><meta content=\"This page has been moved or deleted, but we will get you right back on track.\" name=\"description\"/><meta content=\"404 | Lattice\" property=\"og:title\"/><meta content=\"This page has been moved or deleted, but we will get you right back on track.\" property=\"og:description\"/><meta content=\"https://cdn.prod.website-files.com/64ad6f1aef87635bd23449f1/6663363f4c0fa38756602"
          },
          {
            "path": "/openapi.yaml",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><!-- Last Published: Tue Jun 09 2026 06:14:56 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"lattice.com\" data-wf-page=\"65e6d457cf377fe5fe983076\" data-wf-site=\"64ad6f1aef87635bd23449f1\" data-wf-intellimize-customer-id=\"117571950\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>404 | Lattice</title><meta content=\"This page has been moved or deleted, but we will get you right back on track.\" name=\"description\"/><meta content=\"404 | Lattice\" property=\"og:title\"/><meta content=\"This page has been moved or deleted, but we will get you right back on track.\" property=\"og:description\"/><meta content=\"https://cdn.prod.website-files.com/64ad6f1aef87635bd23449f1/6663363f4c0fa38756602"
          },
          {
            "path": "/swagger.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><!-- Last Published: Tue Jun 09 2026 06:14:56 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"lattice.com\" data-wf-page=\"65e6d457cf377fe5fe983076\" data-wf-site=\"64ad6f1aef87635bd23449f1\" data-wf-intellimize-customer-id=\"117571950\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>404 | Lattice</title><meta content=\"This page has been moved or deleted, but we will get you right back on track.\" name=\"description\"/><meta content=\"404 | Lattice\" property=\"og:title\"/><meta content=\"This page has been moved or deleted, but we will get you right back on track.\" property=\"og:description\"/><meta content=\"https://cdn.prod.website-files.com/64ad6f1aef87635bd23449f1/6663363f4c0fa38756602"
          },
          {
            "path": "/swagger.yaml",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><!-- Last Published: Tue Jun 09 2026 06:14:56 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"lattice.com\" data-wf-page=\"65e6d457cf377fe5fe983076\" data-wf-site=\"64ad6f1aef87635bd23449f1\" data-wf-intellimize-customer-id=\"117571950\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>404 | Lattice</title><meta content=\"This page has been moved or deleted, but we will get you right back on track.\" name=\"description\"/><meta content=\"404 | Lattice\" property=\"og:title\"/><meta content=\"This page has been moved or deleted, but we will get you right back on track.\" property=\"og:description\"/><meta content=\"https://cdn.prod.website-files.com/64ad6f1aef87635bd23449f1/6663363f4c0fa38756602"
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><!-- Last Published: Tue Jun 09 2026 06:14:56 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"lattice.com\" data-wf-page=\"65e6d457cf377fe5fe983076\" data-wf-site=\"64ad6f1aef87635bd23449f1\" data-wf-intellimize-customer-id=\"117571950\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>404 | Lattice</title><meta content=\"This page has been moved or deleted, but we will get you right back on track.\" name=\"description\"/><meta content=\"404 | Lattice\" property=\"og:title\"/><meta content=\"This page has been moved or deleted, but we will get you right back on track.\" property=\"og:description\"/><meta content=\"https://cdn.prod.website-files.com/64ad6f1aef87635bd23449f1/6663363f4c0fa38756602"
          },
          {
            "path": "/api/swagger.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><!-- Last Published: Tue Jun 09 2026 06:14:56 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"lattice.com\" data-wf-page=\"65e6d457cf377fe5fe983076\" data-wf-site=\"64ad6f1aef87635bd23449f1\" data-wf-intellimize-customer-id=\"117571950\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>404 | Lattice</title><meta content=\"This page has been moved or deleted, but we will get you right back on track.\" name=\"description\"/><meta content=\"404 | Lattice\" property=\"og:title\"/><meta content=\"This page has been moved or deleted, but we will get you right back on track.\" property=\"og:description\"/><meta content=\"https://cdn.prod.website-files.com/64ad6f1aef87635bd23449f1/6663363f4c0fa38756602"
          },
          {
            "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><!-- Last Published: Tue Jun 09 2026 06:14:56 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"lattice.com\" data-wf-page=\"65e6d457cf377fe5fe983076\" data-wf-site=\"64ad6f1aef87635bd23449f1\" data-wf-intellimize-customer-id=\"117571950\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>404 | Lattice</title><meta content=\"This page has been moved or deleted, but we will get you right back on track.\" name=\"description\"/><meta content=\"404 | Lattice\" property=\"og:title\"/><meta content=\"This page has been moved or deleted, but we will get you right back on track.\" property=\"og:description\"/><meta content=\"https://cdn.prod.website-files.com/64ad6f1aef87635bd23449f1/6663363f4c0fa38756602"
          }
        ]
      },
      "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
      "howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
    }
  ]
}

AI DiscoverabilityBot Access 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 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
}

Security & TrustSecurity & TrustEstablished

Content-Security-Policy

Content-Security-Policy is missing or incomplete.

33 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": "frame-ancestors 'self'"
}

Agent Ease of UseMCPEmerging recommendation

MCP Server Card

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

33 Fail

Needs attention

MCP Server Card

Failed check
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": "text/html; charset=utf-8",
            "length": 88
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 88
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 88
          }
        ]
      },
      "issue": "MCP Server Card was not found at the expected path.",
      "howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

mcp.json

mcp.json failed at "Fetch to find resource".

33 Fail

Needs attention

mcp.json

Failed check
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": "text/html; charset=utf-8",
            "length": 162612
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 88
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 88
          }
        ]
      },
      "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."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

Referrer-Policy

Referrer-Policy is missing or incomplete.

33 Fail

Needs attention

Referrer-Policy

Failed check
01

Issue

Referrer-Policy is missing or incomplete.

02

Why it matters

Referrer-Policy controls how much URL context is sent to other origins, limiting accidental leakage of paths, queries, and identifiers.

Check name

Referrer-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Limit how much referrer data leaves the site.

Result

Referrer-Policy is missing or incomplete.

Evidence
{
  "header": "referrer-policy",
  "value": null
}

AI DiscoverabilityBot Access ControlInformational

Web Bot Auth request signing

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

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": "text/html; charset=utf-8",
            "length": 88
          }
        ]
      },
      "issue": "Web Bot Auth request signing was not found at the expected path.",
      "howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP manifest

WebMCP manifest failed at "Fetch to find resource".

33 Fail

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": "text/html; charset=utf-8",
            "length": 88
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 162612
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 162612
          }
        ]
      },
      "issue": "WebMCP manifest was not found at the expected path.",
      "howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

X-Content-Type-Options

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

33 Fail

Needs attention

X-Content-Type-Options

Failed check
01

Issue

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

02

Why it matters

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

Check name

X-Content-Type-Options

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Prevent MIME sniffing for browser-loaded resources.

Result

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

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

Agent Ease of 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": "text/html; charset=utf-8",
            "length": 88
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 88
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 162612
          }
        ]
      },
      "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": "text/html; charset=utf-8",
            "length": 88
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 88
          }
        ]
      },
      "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": "text/html; charset=utf-8",
            "length": 88
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 162612
          }
        ]
      },
      "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": "text/html; charset=utf-8",
            "length": 88
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 162612
          }
        ]
      },
      "issue": "agents.json was not found at the expected path.",
      "howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

DNS-AID Agent Discovery

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

15 Fail

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

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

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

9 Fail

Needs attention

AIO: Source and trust signals

Failed check
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": "/about",
      "text": "About LatticeOur mission, values, and leadership",
      "html": "<a data-wf-native-id-path=\"aabda689-1afa-85bf-66e8-a7e401ef2a59:24ac96fb-53b7-84e8-39b3-7370c0b62494:c99f4572-2f02-3573-cb1f-8feaac9d7501\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"c99f4572-2f02-3573-cb1f-8feaac9d7501\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%2260708384-fa67-bd25-49df-5263e6591566%22%2C%22instanceId%22%3A%22aabda689-1afa-85bf-66e8-a7e401ef2a59%22%7D%2C%7B%22componentId%22%3A%22c99f4572-2f02-3573-cb1f-8feaac9d74d4%22%2C%22instanceId%22%3A%222..."
    },
    {
      "href": "/blog",
      "text": "NewsroomRead about Lattice in the news",
      "html": "<a data-wf-native-id-path=\"aabda689-1afa-85bf-66e8-a7e401ef2a59:24ac96fb-53b7-84e8-39b3-7370c0b62494:c99f4572-2f02-3573-cb1f-8feaac9d750a\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"c99f4572-2f02-3573-cb1f-8feaac9d750a\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%2260708384-fa67-bd25-49df-5263e6591566%22%2C%22instanceId%22%3A%22aabda689-1afa-85bf-66e8-a7e401ef2a59%22%7D%2C%7B%22componentId%22%3A%22c99f4572-2f02-3573-cb1f-8feaac9d74d4%22%2C%22instanceId%22%3A%222..."
    },
    {
      "href": "/about",
      "text": "About Lattice",
      "html": "<a data-wf-native-id-path=\"ce19b4d0-583c-5acc-f6c2-d2262d7fd72c:a9e24b23-8fc3-ee8c-ca2d-f360db369ae9\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"a9e24b23-8fc3-ee8c-ca2d-f360db369ae9\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%223d83cb27-27e4-46ae-8281-408a15d5b407%22%2C%22instanceId%22%3A%22ce19b4d0-583c-5acc-f6c2-d2262d7fd72c%22%7D%5D\" href=\"/about\" class=\"footer-item w-inline-block\"><div>About Lattice</div></a>"
    },
    {
      "href": "https://www.linkedin.com/company/lattice-hq",
      "text": "",
      "html": "<a aria-label=\"LinkedIn\" data-wf-native-id-path=\"ce19b4d0-583c-5acc-f6c2-d2262d7fd72c:3d83cb27-27e4-46ae-8281-408a15d5b4e7\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"3d83cb27-27e4-46ae-8281-408a15d5b4e7\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%223d83cb27-27e4-46ae-8281-408a15d5b407%22%2C%22instanceId%22%3A%22ce19b4d0-583c-5acc-f6c2-d2262d7fd72c%22%7D%5D\" href=\"https://www.linkedin.com/company/lattice-hq\" target=\"_blank\" class=\"footer-social w-inline-block\"..."
    }
  ],
  "contactLinks": [
    {
      "href": "/ebooks",
      "text": "EbooksDownloadable resources to help you thrive",
      "html": "<a data-wf-native-id-path=\"aabda689-1afa-85bf-66e8-a7e401ef2a59:24ac96fb-53b7-84e8-39b3-7370c0b6249d:7fecb668-f583-92c3-d801-a4c352eeafa5\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"7fecb668-f583-92c3-d801-a4c352eeafa5\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%2260708384-fa67-bd25-49df-5263e6591566%22%2C%22instanceId%22%3A%22aabda689-1afa-85bf-66e8-a7e401ef2a59%22%7D%2C%7B%22componentId%22%3A%227fecb668-f583-92c3-d801-a4c352eeaf8e%22%2C%22instanceId%22%3A%222..."
    },
    {
      "href": "https://help.latticehq.com/",
      "text": "Help CenterGet support while using Lattice",
      "html": "<a data-wf-native-id-path=\"aabda689-1afa-85bf-66e8-a7e401ef2a59:24ac96fb-53b7-84e8-39b3-7370c0b6249d:7fecb668-f583-92c3-d801-a4c352eeafc4\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"7fecb668-f583-92c3-d801-a4c352eeafc4\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%2260708384-fa67-bd25-49df-5263e6591566%22%2C%22instanceId%22%3A%22aabda689-1afa-85bf-66e8-a7e401ef2a59%22%7D%2C%7B%22componentId%22%3A%227fecb668-f583-92c3-d801-a4c352eeaf8e%22%2C%22instanceId%22%3A%222..."
    },
    {
      "href": "https://help.lattice.com/hc/en-us/requests/new",
      "text": "Contact SupportGet in touch with us",
      "html": "<a data-wf-native-id-path=\"aabda689-1afa-85bf-66e8-a7e401ef2a59:24ac96fb-53b7-84e8-39b3-7370c0b6249d:7fecb668-f583-92c3-d801-a4c352eeafd6\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"7fecb668-f583-92c3-d801-a4c352eeafd6\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%2260708384-fa67-bd25-49df-5263e6591566%22%2C%22instanceId%22%3A%22aabda689-1afa-85bf-66e8-a7e401ef2a59%22%7D%2C%7B%22componentId%22%3A%227fecb668-f583-92c3-d801-a4c352eeaf8e%22%2C%22instanceId%22%3A%222..."
    },
    {
      "href": "https://help.latticehq.com/",
      "text": "Help Center",
      "html": "<a data-wf-native-id-path=\"ce19b4d0-583c-5acc-f6c2-d2262d7fd72c:9921b40e-ade9-0557-232a-004453c1d1c8\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"9921b40e-ade9-0557-232a-004453c1d1c8\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%223d83cb27-27e4-46ae-8281-408a15d5b407%22%2C%22instanceId%22%3A%22ce19b4d0-583c-5acc-f6c2-d2262d7fd72c%22%7D%5D\" href=\"https://help.latticehq.com/\" target=\"_blank\" class=\"footer-item w-inline-block\" rel=\"noreferrer noopener\"><div>Help Cent..."
    },
    {
      "href": "https://help.lattice.com/hc/en-us/requests/new",
      "text": "Contact Support",
      "html": "<a data-wf-native-id-path=\"ce19b4d0-583c-5acc-f6c2-d2262d7fd72c:9921b40e-ade9-0557-232a-004453c1d1ce\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"9921b40e-ade9-0557-232a-004453c1d1ce\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%223d83cb27-27e4-46ae-8281-408a15d5b407%22%2C%22instanceId%22%3A%22ce19b4d0-583c-5acc-f6c2-d2262d7fd72c%22%7D%5D\" href=\"https://help.lattice.com/hc/en-us/requests/new\" target=\"_blank\" class=\"footer-item w-inline-block\" rel=\"noreferrer noope..."
    }
  ],
  "privacyLinks": [
    {
      "href": "/trust/privacy-policy",
      "text": "Privacy Policy",
      "html": "<a data-wf-native-id-path=\"ce19b4d0-583c-5acc-f6c2-d2262d7fd72c:72819a3a-74cf-7f18-d842-5eabec2edef2\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"72819a3a-74cf-7f18-d842-5eabec2edef2\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%223d83cb27-27e4-46ae-8281-408a15d5b407%22%2C%22instanceId%22%3A%22ce19b4d0-583c-5acc-f6c2-d2262d7fd72c%22%7D%5D\" href=\"/trust/privacy-policy\" class=\"footer-item w-inline-block\"><div>Privacy Policy</div></a>"
    },
    {
      "href": "https://preferences.lattice.com/privacy",
      "text": "Privacy Request",
      "html": "<a data-wf-native-id-path=\"ce19b4d0-583c-5acc-f6c2-d2262d7fd72c:72819a3a-74cf-7f18-d842-5eabec2edef5\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"72819a3a-74cf-7f18-d842-5eabec2edef5\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%223d83cb27-27e4-46ae-8281-408a15d5b407%22%2C%22instanceId%22%3A%22ce19b4d0-583c-5acc-f6c2-d2262d7fd72c%22%7D%5D\" href=\"https://preferences.lattice.com/privacy\" target=\"_blank\" class=\"footer-item w-inline-block\" rel=\"noreferrer noopener\"><d..."
    },
    {
      "href": "/trust/privacy-policy",
      "text": "Privacy Policy",
      "html": "<a data-wf-native-id-path=\"ce19b4d0-583c-5acc-f6c2-d2262d7fd72c:cdf92504-9994-7495-0ad0-df66779eb14a\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"cdf92504-9994-7495-0ad0-df66779eb14a\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%223d83cb27-27e4-46ae-8281-408a15d5b407%22%2C%22instanceId%22%3A%22ce19b4d0-583c-5acc-f6c2-d2262d7fd72c%22%7D%5D\" href=\"/trust/privacy-policy\" class=\"footer-smallprints-link\">Privacy Policy</a>"
    }
  ],
  "score": 40,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

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

5 Fail

Needs attention

AEO: Answer evidence and trust

Failed check
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": "/about",
      "text": "About LatticeOur mission, values, and leadership",
      "html": "<a data-wf-native-id-path=\"aabda689-1afa-85bf-66e8-a7e401ef2a59:24ac96fb-53b7-84e8-39b3-7370c0b62494:c99f4572-2f02-3573-cb1f-8feaac9d7501\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"c99f4572-2f02-3573-cb1f-8feaac9d7501\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%2260708384-fa67-bd25-49df-5263e6591566%22%2C%22instanceId%22%3A%22aabda689-1afa-85bf-66e8-a7e401ef2a59%22%7D%2C%7B%22componentId%22%3A%22c99f4572-2f02-3573-cb1f-8feaac9d74d4%22%2C%22instanceId%22%3A%222..."
    },
    {
      "href": "/blog",
      "text": "NewsroomRead about Lattice in the news",
      "html": "<a data-wf-native-id-path=\"aabda689-1afa-85bf-66e8-a7e401ef2a59:24ac96fb-53b7-84e8-39b3-7370c0b62494:c99f4572-2f02-3573-cb1f-8feaac9d750a\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"c99f4572-2f02-3573-cb1f-8feaac9d750a\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%2260708384-fa67-bd25-49df-5263e6591566%22%2C%22instanceId%22%3A%22aabda689-1afa-85bf-66e8-a7e401ef2a59%22%7D%2C%7B%22componentId%22%3A%22c99f4572-2f02-3573-cb1f-8feaac9d74d4%22%2C%22instanceId%22%3A%222..."
    },
    {
      "href": "/about",
      "text": "About Lattice",
      "html": "<a data-wf-native-id-path=\"ce19b4d0-583c-5acc-f6c2-d2262d7fd72c:a9e24b23-8fc3-ee8c-ca2d-f360db369ae9\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"a9e24b23-8fc3-ee8c-ca2d-f360db369ae9\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%223d83cb27-27e4-46ae-8281-408a15d5b407%22%2C%22instanceId%22%3A%22ce19b4d0-583c-5acc-f6c2-d2262d7fd72c%22%7D%5D\" href=\"/about\" class=\"footer-item w-inline-block\"><div>About Lattice</div></a>"
    },
    {
      "href": "https://www.linkedin.com/company/lattice-hq",
      "text": "",
      "html": "<a aria-label=\"LinkedIn\" data-wf-native-id-path=\"ce19b4d0-583c-5acc-f6c2-d2262d7fd72c:3d83cb27-27e4-46ae-8281-408a15d5b4e7\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"3d83cb27-27e4-46ae-8281-408a15d5b4e7\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%223d83cb27-27e4-46ae-8281-408a15d5b407%22%2C%22instanceId%22%3A%22ce19b4d0-583c-5acc-f6c2-d2262d7fd72c%22%7D%5D\" href=\"https://www.linkedin.com/company/lattice-hq\" target=\"_blank\" class=\"footer-social w-inline-block\"..."
    }
  ],
  "contactLinks": [
    {
      "href": "/ebooks",
      "text": "EbooksDownloadable resources to help you thrive",
      "html": "<a data-wf-native-id-path=\"aabda689-1afa-85bf-66e8-a7e401ef2a59:24ac96fb-53b7-84e8-39b3-7370c0b6249d:7fecb668-f583-92c3-d801-a4c352eeafa5\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"7fecb668-f583-92c3-d801-a4c352eeafa5\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%2260708384-fa67-bd25-49df-5263e6591566%22%2C%22instanceId%22%3A%22aabda689-1afa-85bf-66e8-a7e401ef2a59%22%7D%2C%7B%22componentId%22%3A%227fecb668-f583-92c3-d801-a4c352eeaf8e%22%2C%22instanceId%22%3A%222..."
    },
    {
      "href": "https://help.latticehq.com/",
      "text": "Help CenterGet support while using Lattice",
      "html": "<a data-wf-native-id-path=\"aabda689-1afa-85bf-66e8-a7e401ef2a59:24ac96fb-53b7-84e8-39b3-7370c0b6249d:7fecb668-f583-92c3-d801-a4c352eeafc4\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"7fecb668-f583-92c3-d801-a4c352eeafc4\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%2260708384-fa67-bd25-49df-5263e6591566%22%2C%22instanceId%22%3A%22aabda689-1afa-85bf-66e8-a7e401ef2a59%22%7D%2C%7B%22componentId%22%3A%227fecb668-f583-92c3-d801-a4c352eeaf8e%22%2C%22instanceId%22%3A%222..."
    },
    {
      "href": "https://help.lattice.com/hc/en-us/requests/new",
      "text": "Contact SupportGet in touch with us",
      "html": "<a data-wf-native-id-path=\"aabda689-1afa-85bf-66e8-a7e401ef2a59:24ac96fb-53b7-84e8-39b3-7370c0b6249d:7fecb668-f583-92c3-d801-a4c352eeafd6\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"7fecb668-f583-92c3-d801-a4c352eeafd6\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%2260708384-fa67-bd25-49df-5263e6591566%22%2C%22instanceId%22%3A%22aabda689-1afa-85bf-66e8-a7e401ef2a59%22%7D%2C%7B%22componentId%22%3A%227fecb668-f583-92c3-d801-a4c352eeaf8e%22%2C%22instanceId%22%3A%222..."
    },
    {
      "href": "https://help.latticehq.com/",
      "text": "Help Center",
      "html": "<a data-wf-native-id-path=\"ce19b4d0-583c-5acc-f6c2-d2262d7fd72c:9921b40e-ade9-0557-232a-004453c1d1c8\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"9921b40e-ade9-0557-232a-004453c1d1c8\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%223d83cb27-27e4-46ae-8281-408a15d5b407%22%2C%22instanceId%22%3A%22ce19b4d0-583c-5acc-f6c2-d2262d7fd72c%22%7D%5D\" href=\"https://help.latticehq.com/\" target=\"_blank\" class=\"footer-item w-inline-block\" rel=\"noreferrer noopener\"><div>Help Cent..."
    },
    {
      "href": "https://help.lattice.com/hc/en-us/requests/new",
      "text": "Contact Support",
      "html": "<a data-wf-native-id-path=\"ce19b4d0-583c-5acc-f6c2-d2262d7fd72c:9921b40e-ade9-0557-232a-004453c1d1ce\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"9921b40e-ade9-0557-232a-004453c1d1ce\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%223d83cb27-27e4-46ae-8281-408a15d5b407%22%2C%22instanceId%22%3A%22ce19b4d0-583c-5acc-f6c2-d2262d7fd72c%22%7D%5D\" href=\"https://help.lattice.com/hc/en-us/requests/new\" target=\"_blank\" class=\"footer-item w-inline-block\" rel=\"noreferrer noope..."
    }
  ],
  "privacyLinks": [
    {
      "href": "/trust/privacy-policy",
      "text": "Privacy Policy",
      "html": "<a data-wf-native-id-path=\"ce19b4d0-583c-5acc-f6c2-d2262d7fd72c:72819a3a-74cf-7f18-d842-5eabec2edef2\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"72819a3a-74cf-7f18-d842-5eabec2edef2\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%223d83cb27-27e4-46ae-8281-408a15d5b407%22%2C%22instanceId%22%3A%22ce19b4d0-583c-5acc-f6c2-d2262d7fd72c%22%7D%5D\" href=\"/trust/privacy-policy\" class=\"footer-item w-inline-block\"><div>Privacy Policy</div></a>"
    },
    {
      "href": "https://preferences.lattice.com/privacy",
      "text": "Privacy Request",
      "html": "<a data-wf-native-id-path=\"ce19b4d0-583c-5acc-f6c2-d2262d7fd72c:72819a3a-74cf-7f18-d842-5eabec2edef5\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"72819a3a-74cf-7f18-d842-5eabec2edef5\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%223d83cb27-27e4-46ae-8281-408a15d5b407%22%2C%22instanceId%22%3A%22ce19b4d0-583c-5acc-f6c2-d2262d7fd72c%22%7D%5D\" href=\"https://preferences.lattice.com/privacy\" target=\"_blank\" class=\"footer-item w-inline-block\" rel=\"noreferrer noopener\"><d..."
    },
    {
      "href": "/trust/privacy-policy",
      "text": "Privacy Policy",
      "html": "<a data-wf-native-id-path=\"ce19b4d0-583c-5acc-f6c2-d2262d7fd72c:cdf92504-9994-7495-0ad0-df66779eb14a\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"cdf92504-9994-7495-0ad0-df66779eb14a\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%223d83cb27-27e4-46ae-8281-408a15d5b407%22%2C%22instanceId%22%3A%22ce19b4d0-583c-5acc-f6c2-d2262d7fd72c%22%7D%5D\" href=\"/trust/privacy-policy\" class=\"footer-smallprints-link\">Privacy Policy</a>"
    }
  ],
  "score": 40,
  "weight": 22
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

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

4 Warning

Needs attention

AEO: Answer-first sections

Warning
01

Issue

19 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": 20,
  "passing": 1,
  "failing": [
    {
      "heading": "Performance",
      "headingHtml": "<h3 lines=\"3\" fs-list-field=\"title\" class=\"card-link\">Performance</h3>",
      "firstParagraph": "Drive performance when you need it most. Identify your best, grow the rest.",
      "paragraphHtml": "<p class=\"body-s\"><strong>Drive performance when you need it most. </strong>Identify your best, grow the rest.</p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Goals & OKRs",
      "headingHtml": "<h3 lines=\"3\" fs-list-field=\"title\" class=\"card-link\">Goals &amp; OKRs</h3>",
      "firstParagraph": "Set goals, track progress. Align your team around what matters most.",
      "paragraphHtml": "<p class=\"body-s\"><strong>Set goals, track progress.</strong> Align your team around what matters most.</p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "Engagement",
      "headingHtml": "<h3 lines=\"3\" fs-list-field=\"title\" class=\"card-link\">Engagement</h3>",
      "firstParagraph": "Survey smarter with AI-powered insights. Engage employees and drive business results.",
      "paragraphHtml": "<p class=\"body-s\"><strong>Survey smarter with AI-powered insights.</strong> Engage employees and drive business results.</p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "Grow",
      "headingHtml": "<h3 lines=\"3\" fs-list-field=\"title\" class=\"card-link\">Grow</h3>",
      "firstParagraph": "Make career progression clear. Develop your people, drive performance.",
      "paragraphHtml": "<p class=\"body-s\"><strong>Make career progression clear.</strong> Develop your people, drive performance.</p>",
      "words": 9,
      "direct": false,
      "issue": "First paragraph is 9 words and does not look like a concise direct answer."
    },
    {
      "heading": "Compensation",
      "headingHtml": "<h3 lines=\"3\" fs-list-field=\"title\" class=\"card-link\">Compensation</h3>",
      "firstParagraph": "Strategic pay that retains your best. Run consistent and fair compensation reviews.",
      "paragraphHtml": "<p class=\"body-s\"><strong>Strategic pay that retains your best.</strong> Run consistent and fair compensation reviews.</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Unblock work and unlock potential with your personal AI Agent",
      "headingHtml": "<h2>Unblock work and unlock potential with your personal AI Agent</h2>",
      "firstParagraph": "Support employees, managers, and leaders alike in doing their best work by proactively surfacing insights, answering questions about policies or career growth, and reinforcing positive habits.",
      "paragraphHtml": "<p characters=\"48\" class=\"body-l\">Support employees, managers, and leaders alike in doing their best work by proactively surfacing insights, answering questions about policies or career growth, and reinforcing positive habits.</p>",
      "words": 26,
      "direct": false,
      "issue": "First paragraph is 26 words and does not look like a concise direct answer."
    },
    {
      "heading": "Build high performance through everyday habits",
      "headingHtml": "<h2>Build high performance through everyday habits</h2>",
      "firstParagraph": "Turn daily moments like 1:1s, Updates, and Feedback into clarity and alignment that boost performance.Learn more",
      "paragraphHtml": "<p class=\"body-l\">Turn daily moments like 1:1s, Updates, and Feedback into clarity and alignment that boost performance.<br><a href=\"/platform/habits\" data-wf-native-id-path=\"9f4a2a99-5ca2-6568-b811-11a5cec4cf16\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"9f4a2a99-5ca2-6568-b811-11a5cec4cf16\">Learn more</a></p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "1:1s",
      "headingHtml": "<h3 lines=\"3\" fs-list-field=\"title\" class=\"card-link\">1:1s</h3>",
      "firstParagraph": "Ensure productive, regular communication between managers and reports.",
      "paragraphHtml": "<p lines=\"3\" class=\"body-s\">Ensure productive, regular communication between managers and reports.</p>",
      "words": 8,
      "direct": false,
      "issue": "First paragraph is 8 words and does not look like a concise direct answer."
    },
    {
      "heading": "Weekly Updates",
      "headingHtml": "<h3 lines=\"3\" fs-list-field=\"title\" class=\"card-link\">Weekly Updates</h3>",
      "firstParagraph": "Proactively track progress, overcome obstacles, and ensure everyone is aligned.",
      "paragraphHtml": "<p lines=\"3\" class=\"body-s\">Proactively track progress, overcome obstacles, and ensure everyone is aligned.</p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "Feedback",
      "headingHtml": "<h3 lines=\"3\" fs-list-field=\"title\" class=\"card-link\">Feedback</h3>",
      "firstParagraph": "Share real-time feedback to guide employee growth and impact all year long.",
      "paragraphHtml": "<p lines=\"3\" class=\"body-s\">Share real-time feedback to guide employee growth and impact all year long.</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Q&A Boards",
      "headingHtml": "<h3 lines=\"3\" fs-list-field=\"title\" class=\"card-link\">Q&amp;A Boards</h3>",
      "firstParagraph": "Support transparent conversations with a space for every employee’s questions.",
      "paragraphHtml": "<p lines=\"3\" class=\"body-s\">Support transparent conversations with a space for every employee&#x2019;s questions.</p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "Trusted by top performers",
      "headingHtml": "<h2>Trusted by top performers<br></h2>",
      "firstParagraph": "GoCardless boosted its review participation rate from 62% to 100%.",
      "paragraphHtml": "<p class=\"body-xs\">GoCardless boosted its review participation rate from 62% to 100%.</p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "Integrate everything. Align everyone.",
      "headingHtml": "<h2>Integrate everything. Align everyone.</h2>",
      "firstParagraph": "Connect Lattice with your favorite HRIS, productivity, and communication tools to keep data flowing and performance growing.",
      "paragraphHtml": "<p class=\"body-l\">Connect Lattice with your favorite HRIS, productivity, and communication tools to keep data flowing and performance growing.</p>",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "Power your high-performing organization",
      "headingHtml": "<h2>Power your high-performing organization</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Library",
      "headingHtml": "<h3 lines=\"3\" fs-list-field=\"title\" class=\"card-link\">Library</h3>",
      "firstParagraph": "Explore the ultimate resource center for people management and HR operations.",
      "paragraphHtml": "<p class=\"body-s\">Explore the ultimate resource center for people management and HR operations.</p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "Lattice University",
      "headingHtml": "<h3 lines=\"3\" fs-list-field=\"title\" class=\"card-link\">Lattice University</h3>",
      "firstParagraph": "Curriculum, training, and templates to build and implement successful people programs.",
      "paragraphHtml": "<p class=\"body-s\">Curriculum, training, and templates to build and implement successful people programs.</p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "Community",
      "headingHtml": "<h3 lines=\"3\" fs-list-field=\"title\" class=\"card-link\">Community</h3>",
      "firstParagraph": "Join the Resources for Humans community and connect with other HR professionals.",
      "paragraphHtml": "<p class=\"body-s\">Join the Resources for Humans community and connect with other HR professionals.</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Events",
      "headingHtml": "<h3 lines=\"3\" fs-list-field=\"title\" class=\"card-link\">Events</h3>",
      "firstParagraph": "Join us for events and webinars on all things people management and HR.",
      "paragraphHtml": "<p class=\"body-s\">Join us for events and webinars&#x2028;on all things people management and HR.</p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Your people are your business",
      "headingHtml": "<h2>Your people are your business</h2>",
      "firstParagraph": "Ensure both are successful with Lattice.",
      "paragraphHtml": "<p class=\"body-l\">Ensure both are successful with Lattice.</p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Question-led structure

AEO: Question-led structure scored 50/100 and needs improvement.

3 Warning

Needs attention

AEO: Question-led structure

Warning
01

Issue

No question-led h2 sections or FAQ pattern was detected.

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: Question-led structure

Score

50/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AEO: Question-led structure scored 50/100 and needs improvement.

Evidence
{
  "h2Count": 7,
  "questionH2s": [],
  "hasFaq": false,
  "score": 50,
  "weight": 18
}

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: Answer block readiness

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

2 Warning

Needs attention

AIO: Answer block readiness

Warning
01

Issue

19 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": 20,
  "passing": 1,
  "failing": [
    {
      "heading": "Performance",
      "headingHtml": "<h3 lines=\"3\" fs-list-field=\"title\" class=\"card-link\">Performance</h3>",
      "firstParagraph": "Drive performance when you need it most. Identify your best, grow the rest.",
      "paragraphHtml": "<p class=\"body-s\"><strong>Drive performance when you need it most. </strong>Identify your best, grow the rest.</p>",
      "words": 13,
      "direct": false,
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    },
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      "headingHtml": "<h3 lines=\"3\" fs-list-field=\"title\" class=\"card-link\">Engagement</h3>",
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      "heading": "Compensation",
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    },
    {
      "heading": "Unblock work and unlock potential with your personal AI Agent",
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    {
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      "headingHtml": "<h3 lines=\"3\" fs-list-field=\"title\" class=\"card-link\">Library</h3>",
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  "score": 65,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Entity clarity

GEO: Entity clarity scored 85/100 and needs improvement.

2 Warning

Needs attention

GEO: Entity clarity

Warning
01

Issue

Title/H1 terms missing from description: love, succeeding, together.

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

85/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

GEO: Entity clarity scored 85/100 and needs improvement.

Evidence
{
  "title": "Lattice | The HR platform that people love",
  "h1": "People + AI: Succeeding Together",
  "description": "Join 5,000+ forward-thinking teams using Lattice’s HR and AI tools to manage people and performance — all on one trusted platform.",
  "topicOverlap": 0.5,
  "topicTerms": [
    "lattice",
    "platform",
    "people",
    "love",
    "succeeding",
    "together"
  ],
  "descriptionTerms": [
    "join",
    "000",
    "forward",
    "thinking",
    "teams",
    "lattice",
    "tools",
    "manage",
    "people",
    "performance",
    "all",
    "one",
    "trusted",
    "platform"
  ],
  "missingFromDescription": [
    "love",
    "succeeding",
    "together"
  ],
  "score": 85,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Extraction-friendly structure

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

2 Warning

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, optional visible FAQ or FAQPage schema.

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

85/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
{
  "hasSummary": false,
  "tableCount": 0,
  "tablesWithHead": 0,
  "tablesMissingThead": [],
  "orderedLists": 0,
  "hasFaq": false,
  "definitionPatterns": 9,
  "schemaBlocks": 1,
  "missingSignals": [
    "optional top summary / TL;DR / key takeaways block",
    "table with <thead> only if the page already has tabular/comparative data",
    "ordered list only if the page explains a workflow/process",
    "optional visible FAQ or FAQPage schema"
  ],
  "score": 85,
  "weight": 24
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience for AIO

AIO: Page experience for AIO scored 80/100 and needs improvement.

2 Warning

Needs attention

AIO: Page experience for AIO

Warning
01

Issue

92 image(s) are missing width/height attributes.

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

80/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Page experience for AIO scored 80/100 and needs improvement.

Evidence
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  "visibleWords": 1132,
  "htmlBytes": 327339,
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      "loading": "eager",
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      "loading": "lazy",
      "html": "<img width=\"600\" loading=\"lazy\" alt=\"Lattice UI of Goals\" src=\"https://cdn.prod.website-files.com/64ad6f1aef87635bd23449f1/69c6c51de0744c2922929e56_b5edbe8d276dd6f90484b1f7687dd082_ui-grid-goals.webp\" class=\"product-card-image\">"
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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": "High-performing teams are built here",
      "html": "<h2>High-performing teams are built here</h2>"
    },
    {
      "text": "Unblock work and unlock potential with your personal AI Agent",
      "html": "<h2>Unblock work and unlock potential with your personal AI Agent</h2>"
    },
    {
      "text": "Build high performance through everyday habits",
      "html": "<h2>Build high performance through everyday habits</h2>"
    },
    {
      "text": "Trusted by top performers",
      "html": "<h2>Trusted by top performers<br></h2>"
    },
    {
      "text": "Integrate everything. Align everyone.",
      "html": "<h2>Integrate everything. Align everyone.</h2>"
    },
    {
      "text": "Power your high-performing organization",
      "html": "<h2>Power your high-performing organization</h2>"
    },
    {
      "text": "Your people are your business",
      "html": "<h2>Your people are your business</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Lattice?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Lattice work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Lattice?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Lattice free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Lattice compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Lattice?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Lattice work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Lattice?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Lattice free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Lattice compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 88/100 and needs improvement.

1 Warning

Needs attention

AEO: Entity and definition clarity

Warning
01

Issue

Entity or definition gaps: love, succeeding, together.

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

88/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AEO: Entity and definition clarity scored 88/100 and needs improvement.

Evidence
{
  "title": "Lattice | The HR platform that people love",
  "h1": "People + AI: Succeeding Together",
  "description": "Join 5,000+ forward-thinking teams using Lattice’s HR and AI tools to manage people and performance — all on one trusted platform.",
  "topicOverlap": 0.5,
  "definitionCount": 9,
  "topicTerms": [
    "lattice",
    "platform",
    "people",
    "love",
    "succeeding",
    "together"
  ],
  "descriptionTerms": [
    "join",
    "000",
    "forward",
    "thinking",
    "teams",
    "lattice",
    "tools",
    "manage",
    "people",
    "performance",
    "all",
    "one",
    "trusted",
    "platform"
  ],
  "missingFromDescription": [
    "love",
    "succeeding",
    "together"
  ],
  "score": 88,
  "weight": 18
}

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": "text/html; charset=utf-8",
            "length": 162612
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 162612
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 162612
          }
        ]
      },
      "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": "High-performing teams are built here",
      "html": "<h2>High-performing teams are built here</h2>"
    },
    {
      "text": "Unblock work and unlock potential with your personal AI Agent",
      "html": "<h2>Unblock work and unlock potential with your personal AI Agent</h2>"
    },
    {
      "text": "Build high performance through everyday habits",
      "html": "<h2>Build high performance through everyday habits</h2>"
    },
    {
      "text": "Trusted by top performers",
      "html": "<h2>Trusted by top performers<br></h2>"
    },
    {
      "text": "Integrate everything. Align everyone.",
      "html": "<h2>Integrate everything. Align everyone.</h2>"
    },
    {
      "text": "Power your high-performing organization",
      "html": "<h2>Power your high-performing organization</h2>"
    },
    {
      "text": "Your people are your business",
      "html": "<h2>Your people are your business</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Lattice?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Lattice work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Lattice?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Lattice free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Lattice compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Lattice?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Lattice work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Lattice?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Lattice free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Lattice 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 "text/html; charset=utf-8" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing 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 "text/html; charset=utf-8" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing 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": "text/html; charset=utf-8",
        "length": 162612,
        "validation": {
          "valid": false,
          "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.",
          "compatibleContentType": false,
          "contentLength": 155248,
          "hasRegisterInstructions": false,
          "hasProtectedResourceLink": false,
          "hasAuthorizationServerLink": false,
          "mentionsIdentity": true,
          "mentionsCredential": false,
          "links": [
            "https://cdn.prod.website-files.com\"",
            "/title",
            "https://cdn.prod.website-files.com/64ad6f1aef87635bd23449f1/6663363f4c0fa38756602e72_og-lattice.jpg\"",
            "https://cdn.prod.website-files.com/64ad6f1aef87635bd23449f1/6663363f4c0fa38756602e72_og-lattice.jpg\"",
            "https://cdn.prod.website-files.com/64ad6f1aef87635bd23449f1/css/lattice-main.shared.128cf5972.min.css\"",
            "/css",
            "/style",
            "/javascript",
            "/script",
            "https://cdn.prod.website-files.com/64ad6f1aef87635bd23449f1/66cc32f84279fba61a4fe1c5_lattice-favicon-32.png\""
          ],
          "rawExcerpt": "<!DOCTYPE html><!-- Last Published: Tue Jun 09 2026 06:14:56 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"lattice.com\" data-wf-page=\"65e6d457cf377fe5fe983076\" data-wf-site=\"64ad6f1aef87635bd23449f1\" data-wf-intellimize-customer-id=\"117571950\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>404 | Lattice</title><meta content=\"This page has been moved or deleted, but we will get you right back on track.\" name=\"description\"/><meta content=\"404 | Lattice\" property=\"og:title\"/><meta content=\"This page has been moved or deleted, but we will get you right back on track.\" property=\"og:description\"/><meta content=\"https://cdn.prod.website-files.com/64ad6f1aef87635bd23449f1/6663363f4c0fa38756602"
        }
      },
      "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.",
      "howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
    },
    {
      "id": "oauth-protected-resource",
      "title": "Publish protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8",
        "length": 88,
        "text": "<!DOCTYPE html>\n<html>\n  <body>\n    <p>Invalid .well-known request</p>\n  </body>\n</html>"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
    },
    {
      "id": "agent-auth-block",
      "title": "Validate agent_auth authorization metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "issue": "OAuth authorization server metadata could not be fetched.",
        "fetch": {
          "ok": false,
          "statusCode": 404,
          "contentType": "text/html; charset=utf-8",
          "length": 88,
          "text": "<!DOCTYPE html>\n<html>\n  <body>\n    <p>Invalid .well-known request</p>\n  </body>\n</html>"
        }
      },
      "issue": "OAuth authorization server metadata could not be fetched.",
      "howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 9,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "log in"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "register"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Q&A and FAQ opportunities

GEO: Q&A and FAQ opportunities is informational for this page.

Informational

Needs attention

GEO: Q&A and FAQ opportunities

Informational
01

Issue

7 h2 heading(s) are not phrased as questions; this is optional and only useful where Q&A wording is natural. No visible FAQ or FAQPage schema was detected; this is optional unless the page answers common questions.

Details

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: Q&A and FAQ opportunities

Score

75/100

Status

informational

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

GEO: Q&A and FAQ opportunities is informational for this page.

Evidence
{
  "h2Count": 7,
  "questionH2s": 0,
  "hasFaq": false,
  "nonQuestionH2s": [
    {
      "index": 1,
      "text": "High-performing teams are built here",
      "isQuestion": false,
      "html": "<h2>High-performing teams are built here</h2>"
    },
    {
      "index": 2,
      "text": "Unblock work and unlock potential with your personal AI Agent",
      "isQuestion": false,
      "html": "<h2>Unblock work and unlock potential with your personal AI Agent</h2>"
    },
    {
      "index": 3,
      "text": "Build high performance through everyday habits",
      "isQuestion": false,
      "html": "<h2>Build high performance through everyday habits</h2>"
    },
    {
      "index": 4,
      "text": "Trusted by top performers",
      "isQuestion": false,
      "html": "<h2>Trusted by top performers<br></h2>"
    },
    {
      "index": 5,
      "text": "Integrate everything. Align everyone.",
      "isQuestion": false,
      "html": "<h2>Integrate everything. Align everyone.</h2>"
    },
    {
      "index": 6,
      "text": "Power your high-performing organization",
      "isQuestion": false,
      "html": "<h2>Power your high-performing organization</h2>"
    },
    {
      "index": 7,
      "text": "Your people are your business",
      "isQuestion": false,
      "html": "<h2>Your people are your business</h2>"
    }
  ],
  "score": 75,
  "weight": 4
}

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": "text/html; charset=utf-8",
            "length": 88
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 88
          }
        ]
      },
      "issue": "OAuth / OIDC discovery was not found at the expected path.",
      "howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 9,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "log in"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "register"
      }
    ]
  },
  "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

    Response is not valid JSON.

  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": "text/html; charset=utf-8"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource JSON."
    },
    {
      "id": "metadata",
      "title": "Validate protected resource metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html>\n<html>\n  <body>\n    <p>Invalid .well-known request</p>\n  </body>\n</html>"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Publish resource and authorization_servers as absolute URLs."
    },
    {
      "id": "resource-identity",
      "title": "Validate protected resource identity",
      "status": "fail",
      "evidence": {
        "expectedResource": "https://lattice.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://lattice.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://lattice.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://lattice.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          }
        ]
      },
      "issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
      "howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 9,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "log in"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "register"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

SEOSEOBrowser audit

Links do not have descriptive text

100 Fail

Check name

Links do not have descriptive text

Score

0/100

Status

fail

Device

desktop

Category

SEO

Estimated savings

1 link 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": "1 link 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 unused CSS

13 Fail

Check name

Reduce unused CSS

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 74 KiB

Fix guidance

Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).

Evidence
{
  "displayValue": "Est savings of 74 KiB",
  "description": "Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).",
  "numericValue": 40
}

Performance and AccessibilityPerformanceBrowser audit

Reduce unused JavaScript

13 Fail

Check name

Reduce unused JavaScript

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 1,074 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 1,074 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": 200
}

Performance and AccessibilityPerformanceBrowser audit

Render-blocking requests

13 Fail

Check name

Render-blocking requests

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 170 ms

Fix guidance

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

Evidence
{
  "displayValue": "Est savings of 170 ms",
  "description": "Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path."
}

Performance and AccessibilityPerformanceBrowser audit

Touch targets do not have sufficient size or spacing.

13 Fail

Check name

Touch targets do not have sufficient size or spacing.

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

Touch targets with sufficient size and spacing help users who may have difficulty targeting small controls to activate the targets. [Learn more about touch targets](https://dequeuniversity.com/rules/axe/4.11/target-size).

Evidence
{
  "description": "Touch targets with sufficient size and spacing help users who may have difficulty targeting small controls to activate the targets. [Learn more about touch targets](https://dequeuniversity.com/rules/axe/4.11/target-size)."
}

Performance and AccessibilityPerformanceBrowser audit

Avoid enormous network payloads

6 Warning

Check name

Avoid enormous network payloads

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Total size was 4,036 KiB

Fix guidance

Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).

Evidence
{
  "displayValue": "Total size was 4,036 KiB",
  "description": "Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).",
  "numericValue": 4133342
}

Performance and AccessibilityPerformanceBrowser audit

Legacy JavaScript

6 Warning

Check name

Legacy JavaScript

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 13 KiB

Fix guidance

Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)

Evidence
{
  "displayValue": "Est savings of 13 KiB",
  "description": "Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)"
}

Performance and AccessibilityPerformanceBrowser audit

Minify JavaScript

6 Warning

Check name

Minify JavaScript

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 3 KiB

Fix guidance

Minifying JavaScript files can reduce payload sizes and script parse time. [Learn how to minify JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unminified-javascript/).

Evidence
{
  "displayValue": "Est savings of 3 KiB",
  "description": "Minifying JavaScript files can reduce payload sizes and script parse time. [Learn how to minify JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unminified-javascript/).",
  "numericValue": 0
}

Performance and AccessibilityPerformanceBrowser audit

Loading performance

6 Fail

Check name

Loading performance

Score

52/100

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": "interactive",
      "title": "Time to Interactive",
      "score": 41,
      "displayValue": "5.0 s",
      "numericValue": 4996.927620697948
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 32,
      "displayValue": "310 ms",
      "numericValue": 313.0000000000009
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "30 ms",
      "numericValue": 25.70346
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 53,
      "displayValue": "2.3 s",
      "numericValue": 2288.0312798269074
    },
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 10 ms",
      "numericValue": 7
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 4,
      "displayValue": "4.9 s",
      "numericValue": 4891.089723303605
    },
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 77,
      "displayValue": "1.2 s",
      "numericValue": 1168.5069720394913
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 7,
      "displayValue": "930 ms",
      "numericValue": 927.4937308160602
    }
  ]
}

Fix with MCP or CLI

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

Score history

Public scan score over time

Public reports for this website origin. Select any point or report link to open that canonical report.

1 reports
Public score history report links
Scan dateScoreReadinessReport
54/100Level 3, Bot-AwareCurrent report
lattice.com AI SEO Report: 54/100 (Level 3, Bot-Aware)