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https://www.kleinerperkins.com/
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51/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents
AIDiscoverability41%Agent Easeof Use6%Security& Trust0%GEO, AIO, AEO79%SEO100%Performance& Accessibility74%
  • AI Discoverability 41 out of 100
  • Agent Ease of Use 6 out of 100
  • Security & Trust 0 out of 100
  • GEO, AIO and AEO 79 out of 100
  • SEO 100 out of 100
  • Performance and Accessibility 74 out of 100

CAPTURED SCREENSHOT

Captured website desktop screenshot

What AI sees of your website

Home | Kleiner Perkins favicon

Home | Kleiner Perkins

Kleiner Perkins is an American venture capital firm headquartered on Sand Hill Road in Menlo Park in Silicon Valley.

Next step

Turn this report into a fix workflow

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

Detailed report scores grouped by capability area
MetricScoreStatusPassedFailedWarningEvidence
AI Discoverability
41
Priority fix7151View details
Discoverability
67
Needs work540View details
Content Readiness
46
Priority fix271View details
Bot Access Control
0
Priority fix040View details
Agent Ease of Use
6
Priority fix4293View details
API
0
Priority fix060View details
Auth
Not Applicable
Not Applicable070View details
MCP
13
Priority fix062View details
Skill Discovery
5
Priority fix0101View details
Agent Commerce
Not Applicable
Not Applicable400
GEO, AIO and AEO
79
Mostly ready6013
GEO Readiness
81
Mostly ready104
AIO Readiness
89
Mostly ready403
AEO Readiness
69
Needs work106
SEO
100
Strong1100
SEO
100
Strong1100
Security & Trust
0
Priority fix450View details
Security & Trust
0
Priority fix050View details
AI Training Exposure
Not Applicable
Not Applicable400
Performance and Accessibility
74
Needs work2422View details
Performance
61
Needs work1512View details
Accessibility
97
Strong910View details

Prioritized recommendations

Issues ranked by score impact

46 items need attention

Agent Ease of UseAPIEstablished

API Catalog

API Catalog failed at "Fetch API catalog".

50 Fail

Needs attention

API Catalog

Failed check
01

Issue

The API catalog endpoint did not return HTTP 2xx.

02

Why it matters

API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.

Check name

API Catalog

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

Publish an API catalog for automated API discovery using RFC 9727.

Result

API Catalog failed at "Fetch API catalog".

Validation steps

  1. Fetch API catalog

    The API catalog endpoint did not return HTTP 2xx.

  2. Validate RFC 9727 linkset

    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 lang=\"en\" class=\"dark bg-white text-black dark:bg-black dark:text-white\">\n  <head>\n    <script>try{var d=localStorage.getItem('theme');if(d==='light')document.documentElement.classList.remove('dark');}catch(e){}</script>\n    <meta charset=\"utf-8\">\n<meta content=\"ie=edge\" http-equiv=\"x-ua-compatible\">\n<meta name=\"google\" content=\"notranslate\">\n<meta http-equiv=\"Content-Language\" content=\"en\">\n<meta content=\"width=device-width, initial-scale=1.0\" name=\"viewport\">\n\n<link rel=\"preload\" href=\"https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/main.22bLkCJA.css\" as=\"style\">\n<link rel=\"preload\" href=\"https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/main.DZxLRttd.js\" as=\"script\">\n\n<link rel=\"icon\" type=\"image/png\" href=\"https://www.kleinerp"
      },
      "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": [
    "BreadcrumbList",
    "WebPage",
    "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>\n<html lang=\"en\" class=\"dark bg-white text-black dark:bg-black dark:text-white\">\n  <head>\n    <script>try{var d=localStorage.getItem('theme');if(d==='light')document.documentElement.classList.remove('dark');}catch(e){}</script>\n    <meta charset=\"utf-8\">\n<meta content=\"ie=edge\" http-equiv=\"x-ua-compatible\">\n<meta name=\"google\" content=\"notranslate\">\n<meta http-equiv=\"Content-Language\" content=\"en\">\n<meta content=\"width=device-width, initial-scale=1.0\" name=\"viewport\">\n\n<link rel=\"preload\" href=\"https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/main.22bLkCJA.css\" as=\"style\">\n<link rel=\"preload\" href=\"https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/main.DZxLRttd.js\" as=\"script\">\n\n<link rel=\"icon\" type=\"image/png\" href=\"https://www.kleinerp"
          },
          {
            "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>\n<html lang=\"en\" class=\"dark bg-white text-black dark:bg-black dark:text-white\">\n  <head>\n    <script>try{var d=localStorage.getItem('theme');if(d==='light')document.documentElement.classList.remove('dark');}catch(e){}</script>\n    <meta charset=\"utf-8\">\n<meta content=\"ie=edge\" http-equiv=\"x-ua-compatible\">\n<meta name=\"google\" content=\"notranslate\">\n<meta http-equiv=\"Content-Language\" content=\"en\">\n<meta content=\"width=device-width, initial-scale=1.0\" name=\"viewport\">\n\n<link rel=\"preload\" href=\"https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/main.22bLkCJA.css\" as=\"style\">\n<link rel=\"preload\" href=\"https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/main.DZxLRttd.js\" as=\"script\">\n\n<link rel=\"icon\" type=\"image/png\" href=\"https://www.kleinerp"
          },
          {
            "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>\n<html lang=\"en\" class=\"dark bg-white text-black dark:bg-black dark:text-white\">\n  <head>\n    <script>try{var d=localStorage.getItem('theme');if(d==='light')document.documentElement.classList.remove('dark');}catch(e){}</script>\n    <meta charset=\"utf-8\">\n<meta content=\"ie=edge\" http-equiv=\"x-ua-compatible\">\n<meta name=\"google\" content=\"notranslate\">\n<meta http-equiv=\"Content-Language\" content=\"en\">\n<meta content=\"width=device-width, initial-scale=1.0\" name=\"viewport\">\n\n<link rel=\"preload\" href=\"https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/main.22bLkCJA.css\" as=\"style\">\n<link rel=\"preload\" href=\"https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/main.DZxLRttd.js\" as=\"script\">\n\n<link rel=\"icon\" type=\"image/png\" href=\"https://www.kleinerp"
          },
          {
            "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>\n<html lang=\"en\" class=\"dark bg-white text-black dark:bg-black dark:text-white\">\n  <head>\n    <script>try{var d=localStorage.getItem('theme');if(d==='light')document.documentElement.classList.remove('dark');}catch(e){}</script>\n    <meta charset=\"utf-8\">\n<meta content=\"ie=edge\" http-equiv=\"x-ua-compatible\">\n<meta name=\"google\" content=\"notranslate\">\n<meta http-equiv=\"Content-Language\" content=\"en\">\n<meta content=\"width=device-width, initial-scale=1.0\" name=\"viewport\">\n\n<link rel=\"preload\" href=\"https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/main.22bLkCJA.css\" as=\"style\">\n<link rel=\"preload\" href=\"https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/main.DZxLRttd.js\" as=\"script\">\n\n<link rel=\"icon\" type=\"image/png\" href=\"https://www.kleinerp"
          },
          {
            "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>\n<html lang=\"en\" class=\"dark bg-white text-black dark:bg-black dark:text-white\">\n  <head>\n    <script>try{var d=localStorage.getItem('theme');if(d==='light')document.documentElement.classList.remove('dark');}catch(e){}</script>\n    <meta charset=\"utf-8\">\n<meta content=\"ie=edge\" http-equiv=\"x-ua-compatible\">\n<meta name=\"google\" content=\"notranslate\">\n<meta http-equiv=\"Content-Language\" content=\"en\">\n<meta content=\"width=device-width, initial-scale=1.0\" name=\"viewport\">\n\n<link rel=\"preload\" href=\"https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/main.22bLkCJA.css\" as=\"style\">\n<link rel=\"preload\" href=\"https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/main.DZxLRttd.js\" as=\"script\">\n\n<link rel=\"icon\" type=\"image/png\" href=\"https://www.kleinerp"
          },
          {
            "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>\n<html lang=\"en\" class=\"dark bg-white text-black dark:bg-black dark:text-white\">\n  <head>\n    <script>try{var d=localStorage.getItem('theme');if(d==='light')document.documentElement.classList.remove('dark');}catch(e){}</script>\n    <meta charset=\"utf-8\">\n<meta content=\"ie=edge\" http-equiv=\"x-ua-compatible\">\n<meta name=\"google\" content=\"notranslate\">\n<meta http-equiv=\"Content-Language\" content=\"en\">\n<meta content=\"width=device-width, initial-scale=1.0\" name=\"viewport\">\n\n<link rel=\"preload\" href=\"https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/main.22bLkCJA.css\" as=\"style\">\n<link rel=\"preload\" href=\"https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/main.DZxLRttd.js\" as=\"script\">\n\n<link rel=\"icon\" type=\"image/png\" href=\"https://www.kleinerp"
          },
          {
            "path": "/docs/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\" class=\"dark bg-white text-black dark:bg-black dark:text-white\">\n  <head>\n    <script>try{var d=localStorage.getItem('theme');if(d==='light')document.documentElement.classList.remove('dark');}catch(e){}</script>\n    <meta charset=\"utf-8\">\n<meta content=\"ie=edge\" http-equiv=\"x-ua-compatible\">\n<meta name=\"google\" content=\"notranslate\">\n<meta http-equiv=\"Content-Language\" content=\"en\">\n<meta content=\"width=device-width, initial-scale=1.0\" name=\"viewport\">\n\n<link rel=\"preload\" href=\"https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/main.22bLkCJA.css\" as=\"style\">\n<link rel=\"preload\" href=\"https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/main.DZxLRttd.js\" as=\"script\">\n\n<link rel=\"icon\" type=\"image/png\" href=\"https://www.kleinerp"
          }
        ]
      },
      "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
}

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": 39292
          }
        ]
      },
      "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."
    }
  ]
}

AI DiscoverabilityContent ReadinessEmerging recommendation

llms.txt

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

25 Fail

Needs attention

llms.txt

Failed check
01

Issue

llms.txt was not found at the expected path.

02

Why it matters

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

Check name

llms.txt

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

  1. Fetch to find resource

    llms.txt was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/llms.txt",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 39255
          },
          {
            "path": "/llms-full.txt",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 39260
          }
        ]
      },
      "issue": "llms.txt was not found at the expected path.",
      "howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Markdown negotiation

Markdown negotiation failed at "Markdown content type".

25 Fail

Needs attention

Markdown negotiation

Failed check
01

Issue

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

02

Why it matters

Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.

Check name

Markdown negotiation

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Return HTML responses as markdown when agents request it.

Result

Markdown negotiation failed at "Markdown content type".

Validation steps

  1. Markdown content type

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

  2. Vary: Accept header

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

  3. Structured Markdown body

    Markdown response is missing a heading.

Evidence
{
  "failedStep": "content-type",
  "steps": [
    {
      "id": "content-type",
      "title": "Markdown content type",
      "status": "fail",
      "evidence": {
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      },
      "issue": "Content-Type \"text/html; charset=UTF-8\" does not indicate Markdown when requested with Accept: text/markdown.",
      "howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
    },
    {
      "id": "vary-accept",
      "title": "Vary: Accept header",
      "status": "fail",
      "evidence": {
        "vary": "Accept-Encoding"
      },
      "issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"Accept-Encoding\".",
      "howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
    },
    {
      "id": "markdown-content",
      "title": "Structured Markdown body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "hasHeading": false,
        "wordCount": 35699,
        "excerpt": "<!DOCTYPE html>\n<html lang=\"en\" class=\"dark bg-white text-black dark:bg-black dark:text-white\">\n  <head>\n    <script>try{var d=localStorage.getItem('theme');if(d==='light')document.documentElement.classList.remove('dark');}catch(e){}</scrip",
        "issue": "Markdown response is missing a heading."
      },
      "issue": "Markdown response is missing a heading.",
      "howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

MCP Server Card

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

25 Fail

Needs attention

MCP Server Card

Failed check
01

Issue

MCP Server Card was not found at the expected path.

02

Why it matters

MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.

Check name

MCP Server Card

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Publish an MCP Server Card for agent discovery.

Result

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

Validation steps

  1. Fetch to find resource

    MCP Server Card was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 42044
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 42046
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 39267
          }
        ]
      },
      "issue": "MCP Server Card was not found at the expected path.",
      "howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

mcp.json

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

25 Fail

Needs attention

mcp.json

Failed check
01

Issue

mcp.json was not found at the expected path.

02

Why it matters

MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.

Check name

mcp.json

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.

Result

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

Validation steps

  1. Fetch to find resource

    mcp.json was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 39255
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 39267
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 42044
          }
        ]
      },
      "issue": "mcp.json was not found at the expected path.",
      "howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Semantic HTML

Semantic HTML is missing or incomplete.

25 Fail

Needs attention

Semantic HTML

Failed check
01

Issue

Semantic HTML is incomplete: invalid h1 (found 0); 0/2 applicable form inputs have autocomplete attributes (2 missing).

Details

02

Why it matters

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

Check name

Semantic HTML

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Expose readable page structure through semantic HTML and accessible controls.

Result

Semantic HTML is missing or incomplete.

Evidence
{
  "main": true,
  "nav": true,
  "footer": true,
  "meaningfulH1": false,
  "headingOrder": true,
  "accessibleLinks": true,
  "accessibleButtons": true,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": false,
  "details": {
    "inaccessibleLinks": [],
    "inaccessibleButtons": [],
    "missingAutocompleteInputs": [
      "<input type=\"text\" id=\"site-search-input\" name=\"s\" placeholder=\"Search\" class=\"w-full !bg-transparent border border-black/18 dark:border-white/20 p-16 placeholder:text-current\">",
      "<input id=\"search\" type=\"search\" name=\"s\" placeholder=\"Search\" class=\"text-20 md:text-36 lg:text-48 w-full pb-24 border-b-1 border-current/14 outline-none js-input\">"
    ],
    "imagesMissingAlt": [],
    "skippedHeadingLevels": []
  },
  "counts": {
    "h1": 0,
    "headings": 232,
    "links": 147,
    "inaccessibleLinks": 0,
    "buttons": 72,
    "inaccessibleButtons": 0,
    "images": 104,
    "imagesWithAlt": 104,
    "autocompleteInputs": 2,
    "inputsWithAutocomplete": 0,
    "missingAutocompleteInputs": 2
  }
}

Agent Ease of UseMCPInformational

WebMCP manifest

WebMCP manifest failed at "Fetch to find resource".

25 Fail

Needs attention

WebMCP manifest

Failed check
01

Issue

WebMCP manifest was not found at the expected path.

02

Why it matters

A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.

Check name

WebMCP manifest

Score

0/100

Status

fail

Category

MCP

Maturity

Informational

Goal

Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.

Result

WebMCP manifest failed at "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    WebMCP manifest was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 39270
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 39258
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 39255
          }
        ]
      },
      "issue": "WebMCP manifest was not found at the expected path.",
      "howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

A2A Agent Card

A2A Agent Card failed at "Fetch to find resource".

20 Fail

Needs attention

A2A Agent Card

Failed check
01

Issue

A2A Agent Card was not found at the expected path.

02

Why it matters

A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.

Check name

A2A Agent Card

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent card so A2A-compatible clients can discover capabilities.

Result

A2A Agent Card failed at "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    A2A Agent Card was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 39274
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 42042
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 39262
          }
        ]
      },
      "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": 42050
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 42038
          }
        ]
      },
      "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": 39269
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 39257
          }
        ]
      },
      "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": 39270
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 39258
          }
        ]
      },
      "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."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

Content-Security-Policy

Content-Security-Policy is missing or incomplete.

20 Fail

Needs attention

Content-Security-Policy

Failed check
01

Issue

Content-Security-Policy is missing or incomplete.

02

Why it matters

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

Check name

Content-Security-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

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

Result

Content-Security-Policy is missing or incomplete.

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

Security & TrustSecurity & TrustEstablished

Frame protection

Frame protection is missing or incomplete.

20 Fail

Needs attention

Frame protection

Failed check
01

Issue

Frame protection is missing or incomplete.

02

Why it matters

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

Check name

Frame protection

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

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

Result

Frame protection is missing or incomplete.

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

Security & TrustSecurity & TrustEstablished

HSTS header

HSTS header is missing or incomplete.

20 Fail

Needs attention

HSTS header

Failed check
01

Issue

HSTS header is missing or incomplete.

02

Why it matters

HSTS tells browsers to keep using HTTPS after the first secure visit, reducing downgrade and mixed-transport risk for repeat users.

Check name

HSTS header

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Require HTTPS for repeat visits with Strict-Transport-Security.

Result

HSTS header is missing or incomplete.

Evidence
{
  "header": "strict-transport-security",
  "value": null
}

Security & TrustSecurity & TrustEstablished

Referrer-Policy

Referrer-Policy is missing or incomplete.

20 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
}

Security & TrustSecurity & TrustEstablished

X-Content-Type-Options

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

20 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

DNS-AID Agent Discovery

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

15 Fail

Needs attention

DNS-AID Agent Discovery

Failed check
01

Issue

No DNS-AID entrypoint records were found under _agents.

02

Why it matters

DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.

Check name

DNS-AID Agent Discovery

Score

25/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.

Result

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

Validation steps

  1. Resolve DNS-AID SVCB/HTTPS records

    No DNS-AID entrypoint records were found under _agents.

  2. Validate alpn and endpoint parameters

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

  3. Check DNSSEC material

    DNSSEC material was not visible for the hostname or parent zone from this resolver.

Evidence
{
  "failedStep": "svcb-https-records",
  "steps": [
    {
      "id": "svcb-https-records",
      "title": "Resolve DNS-AID SVCB/HTTPS records",
      "status": "fail",
      "evidence": {
        "hostname": "www.kleinerperkins.com",
        "probes": [
          {
            "name": "_index._agents.www.kleinerperkins.com",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          },
          {
            "name": "_a2a._agents.www.kleinerperkins.com",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          }
        ]
      },
      "issue": "No DNS-AID entrypoint records were found under _agents.",
      "howToFix": "Publish ServiceMode SVCB/HTTPS records such as _index._agents.example.com or _a2a._agents.example.com."
    },
    {
      "id": "service-params",
      "title": "Validate alpn and endpoint parameters",
      "status": "informational",
      "evidence": {
        "discovered": []
      },
      "howToFix": "Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint."
    },
    {
      "id": "dnssec",
      "title": "Check DNSSEC material",
      "status": "warning",
      "evidence": {
        "hasDnssecMaterial": false,
        "checked": [
          {
            "name": "www.kleinerperkins.com",
            "dnssecTypes": [],
            "dnssecRecordCount": 0
          },
          {
            "name": "kleinerperkins.com",
            "dnssecTypes": [],
            "dnssecRecordCount": 0
          }
        ]
      },
      "issue": "DNSSEC material was not visible for the hostname or parent zone from this resolver.",
      "howToFix": "Sign the public discovery zone with DNSSEC so validating resolvers can return authenticated data."
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP

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

13 Warning

Needs attention

WebMCP

Warning
01

Issue

WebMCP declarative annotations need fixes.

Details

02

Why it matters

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

Check name

WebMCP

Score

50/100

Status

warning

Category

MCP

Maturity

Informational

Goal

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

Result

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

Validation steps

  1. Detect data-mcp-tool annotations

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

  2. Detect WebMCP declarative tags

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

  3. Validate WebMCP declarative annotation quality

    WebMCP declarative annotations need fixes.

    WebMCP declarative annotation issues
    • <input name="s"> is missing tool-param-description.
    • <input> is missing a name attribute.
    • <input> is missing tool-param-description.
    • <input name="s"> is missing tool-param-description.

  4. Detect WebMCP imperative API usage

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

  5. Detect WebMCP browser navigator injection

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

  6. Interactive surface coverage

    Only 0% of interactive surfaces are annotated.

Evidence
{
  "failedStep": "declarative-annotation-quality",
  "steps": [
    {
      "id": "data-mcp-tool-attributes",
      "title": "Detect data-mcp-tool annotations",
      "status": "informational",
      "evidence": {
        "dataMcpToolCount": 0,
        "dataMcpTools": []
      },
      "issue": "No data-mcp-tool attributes were found on interactive elements.",
      "howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
    },
    {
      "id": "declarative-tags",
      "title": "Detect WebMCP declarative tags",
      "status": "informational",
      "evidence": {
        "totalForms": 2,
        "formsWithTags": 0,
        "totalInteractive": 222,
        "interactiveWithTags": 0,
        "totalCount": 224,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"s\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input name=\"s\"> is missing tool-param-description."
        ]
      },
      "issue": "No elements found with tool-name or tool-description attributes.",
      "howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
    },
    {
      "id": "declarative-annotation-quality",
      "title": "Validate WebMCP declarative annotation quality",
      "status": "warning",
      "evidence": {
        "issueCount": 4,
        "issues": [
          "<input name=\"s\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input name=\"s\"> is missing tool-param-description."
        ]
      },
      "issue": "WebMCP declarative annotations need fixes.",
      "issueDetails": [
        {
          "title": "WebMCP declarative annotation issues",
          "items": [
            {
              "type": "code",
              "value": "<input name=\"s\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"s\"> is missing tool-param-description."
            }
          ]
        }
      ],
      "howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
    },
    {
      "id": "imperative-api",
      "title": "Detect WebMCP imperative API usage",
      "status": "informational",
      "evidence": {
        "staticSignals": {
          "detected": false,
          "matched": []
        },
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
      "howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
    },
    {
      "id": "browser-navigator-injection",
      "title": "Detect WebMCP browser navigator injection",
      "status": "informational",
      "evidence": {
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext was not detected in the rendered browser page.",
      "howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
    },
    {
      "id": "surface-coverage",
      "title": "Interactive surface coverage",
      "status": "informational",
      "evidence": {
        "totalForms": 2,
        "formsWithTags": 0,
        "totalInteractive": 222,
        "interactiveWithTags": 0,
        "totalCount": 224,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"s\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input name=\"s\"> is missing tool-param-description."
        ]
      },
      "issue": "Only 0% of interactive surfaces are annotated.",
      "howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
    }
  ],
  "staticSignals": {
    "detected": false,
    "matched": []
  },
  "coverage": {
    "totalForms": 2,
    "formsWithTags": 0,
    "totalInteractive": 222,
    "interactiveWithTags": 0,
    "totalCount": 224,
    "taggedCount": 0,
    "dataMcpToolCount": 0,
    "dataMcpTools": [],
    "coverage": 0,
    "annotationIssues": [
      "<input name=\"s\"> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing tool-param-description.",
      "<input name=\"s\"> is missing tool-param-description."
    ]
  },
  "browserWebMcp": {
    "checked": true,
    "detected": false,
    "hasNavigatorModelContext": false,
    "modelContextType": "undefined",
    "hasProvideContext": false,
    "hasRegisterTool": false
  }
}

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is partially implemented.

6 Warning

Needs attention

Content freshness signals

Warning
01

Issue

Content freshness signals are incomplete: missing Last-Modified HTTP header.

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

75/100

Status

warning

Category

Content Readiness

Maturity

Established

Goal

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

Result

Content freshness signals is partially implemented.

Evidence
{
  "lastModified": null,
  "schemaDates": [
    "2026-06-05T22:58:38+00:00",
    "2025-07-28T16:00:05+00:00",
    "2026-06-05T22:58:38Z",
    "2025-07-28T16:00:05Z"
  ],
  "metaDateCount": 1,
  "timeDateCount": 0
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Entity clarity

GEO: Entity clarity scored 65/100 and needs improvement.

5 Warning

Needs attention

GEO: Entity clarity

Warning
01

Issue

Title/H1 terms missing from description: home.

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

65/100

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 65/100 and needs improvement.

Evidence
{
  "title": "Home | Kleiner Perkins",
  "h1": "",
  "description": "Kleiner Perkins is an American venture capital firm headquartered on Sand Hill Road in Menlo Park in Silicon Valley.",
  "topicOverlap": 0.6666666666666666,
  "topicTerms": [
    "home",
    "kleiner",
    "perkins"
  ],
  "descriptionTerms": [
    "kleiner",
    "perkins",
    "american",
    "venture",
    "capital",
    "firm",
    "headquartered",
    "sand",
    "hill",
    "road",
    "menlo",
    "park",
    "silicon",
    "valley"
  ],
  "missingFromDescription": [
    "home"
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

AIO: Source and trust signals scored 80/100 and needs improvement.

4 Warning

Needs attention

AIO: Source and trust signals

Warning
01

Issue

Missing AIO trust signals: author.

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

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: Source and trust signals scored 80/100 and needs improvement.

Evidence
{
  "signals": {
    "author": false,
    "publisher": true,
    "freshnessDate": true,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [
    "Kleiner Perkins"
  ],
  "schemaDates": [
    "2025-07-28T16:00:05+00:00",
    "2026-06-05T22:58:38+00:00",
    "2025-07-28T16:00:05Z",
    "2026-06-05T22:58:38Z"
  ],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "/about",
      "text": "About",
      "html": "<a href=\"/about\" class=\"js-desktopLinks\"> About </a>"
    },
    {
      "href": "/about",
      "text": "About",
      "html": "<a href=\"/about\" class=\"border-t border-black/12 dark:border-white/14 py-16 flex items-center justify-between js-items\"> About <div class=\"size-16 grid place-items-center\"> <svg viewBox=\"0 0 6 10\" fill=\"none\" class=\"w-5\"> <path d=\"M0.493076 0.447246C0.77933 0.184846 1.21409 0.186604 1.49796 0.439433L1.55265 0.493144L5.21964 4.49314C5.48239 4.77986 5.48239 5.2201 5.21964 5.50682L1.55265 9.50682C1.27274 9.81207 0.798386 9.83258 0.493076 9.55271C0.187821 9.27281 0.167311 8.79845 0.447178 8.49314..."
    },
    {
      "href": "https://about.google/",
      "text": "Website",
      "html": "<a class=\"transition-opacity hover:opacity-60\" href=\"https://about.google/\" target=\"_blank\"> Website </a>"
    },
    {
      "href": "https://www.linkedin.com/company/waymo",
      "text": "LinkedIn",
      "html": "<a class=\"transition-opacity hover:opacity-60\" href=\"https://www.linkedin.com/company/waymo\" target=\"_blank\"> <span class=\"sr-only\">LinkedIn</span> <svg viewBox=\"0 0 17 17\" fill=\"none\" class=\"size-16\" aria-hidden=\"true\" focusable=\"false\"> <path d=\"M15.3664 0.749023H1.73203C1.07891 0.749023 0.550781 1.26465 0.550781 1.90215V15.5928C0.550781 16.2303 1.07891 16.749 1.73203 16.749H15.3664C16.0195 16.749 16.5508 16.2303 16.5508 15.5959V1.90215C16.5508 1.26465 16.0195 0.749023 15.3664 0.749023ZM5.2..."
    },
    {
      "href": "https://www.linkedin.com/company/harvey-ai",
      "text": "LinkedIn",
      "html": "<a class=\"transition-opacity hover:opacity-60\" href=\"https://www.linkedin.com/company/harvey-ai\" target=\"_blank\"> <span class=\"sr-only\">LinkedIn</span> <svg viewBox=\"0 0 17 17\" fill=\"none\" class=\"size-16\" aria-hidden=\"true\" focusable=\"false\"> <path d=\"M15.3664 0.749023H1.73203C1.07891 0.749023 0.550781 1.26465 0.550781 1.90215V15.5928C0.550781 16.2303 1.07891 16.749 1.73203 16.749H15.3664C16.0195 16.749 16.5508 16.2303 16.5508 15.5959V1.90215C16.5508 1.26465 16.0195 0.749023 15.3664 0.749023Z..."
    },
    {
      "href": "https://www.linkedin.com/company/gleanwork",
      "text": "LinkedIn",
      "html": "<a class=\"transition-opacity hover:opacity-60\" href=\"https://www.linkedin.com/company/gleanwork\" target=\"_blank\"> <span class=\"sr-only\">LinkedIn</span> <svg viewBox=\"0 0 17 17\" fill=\"none\" class=\"size-16\" aria-hidden=\"true\" focusable=\"false\"> <path d=\"M15.3664 0.749023H1.73203C1.07891 0.749023 0.550781 1.26465 0.550781 1.90215V15.5928C0.550781 16.2303 1.07891 16.749 1.73203 16.749H15.3664C16.0195 16.749 16.5508 16.2303 16.5508 15.5959V1.90215C16.5508 1.26465 16.0195 0.749023 15.3664 0.749023Z..."
    },
    {
      "href": "https://www.kleinerperkins.com/perspectives/granola-putting-your-companys-context-to-work/",
      "text": "Granola: Putting Your Company’s Context to Work",
      "html": "<a href=\"https://www.kleinerperkins.com/perspectives/granola-putting-your-companys-context-to-work/\" class=\"link-cover\">Granola: Putting Your Company&#x2019;s Context to Work</a>"
    },
    {
      "href": "https://www.linkedin.com/company/kleinerperkins/?lipi=urn%3Ali%3Apage%3Ad_flagship3_search_srp_all%3Br0DzsRvPQJu3RMJD%2BD6cqg%3D%3D",
      "text": "LinkedIn",
      "html": "<a href=\"https://www.linkedin.com/company/kleinerperkins/?lipi=urn%3Ali%3Apage%3Ad_flagship3_search_srp_all%3Br0DzsRvPQJu3RMJD%2BD6cqg%3D%3D\" class=\"text-current/60 hover:text-current transition-colors\"> LinkedIn </a>"
    },
    {
      "href": "https://www.linkedin.com/company/kleinerperkins/?lipi=urn%3Ali%3Apage%3Ad_flagship3_search_srp_all%3Br0DzsRvPQJu3RMJD%2BD6cqg%3D%3D",
      "text": "LinkedIn",
      "html": "<a href=\"https://www.linkedin.com/company/kleinerperkins/?lipi=urn%3Ali%3Apage%3Ad_flagship3_search_srp_all%3Br0DzsRvPQJu3RMJD%2BD6cqg%3D%3D\" class=\"text-current/60 hover:text-current transition-colors\"> LinkedIn </a>"
    }
  ],
  "contactLinks": [],
  "privacyLinks": [
    {
      "href": "https://www.kleinerperkins.com/terms-conditions/",
      "text": "Terms of Use",
      "html": "<a href=\"https://www.kleinerperkins.com/terms-conditions/\" class=\"text-current/60 hover:text-current transition-colors\"> Terms of Use </a>"
    },
    {
      "href": "https://www.kleinerperkins.com/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://www.kleinerperkins.com/privacy-policy/\" class=\"text-current/60 hover:text-current transition-colors\"> Privacy Policy </a>"
    },
    {
      "href": "https://www.kleinerperkins.com/terms-conditions/",
      "text": "Terms of Use",
      "html": "<a href=\"https://www.kleinerperkins.com/terms-conditions/\" class=\"text-current/60 hover:text-current transition-colors\"> Terms of Use </a>"
    },
    {
      "href": "https://www.kleinerperkins.com/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://www.kleinerperkins.com/privacy-policy/\" class=\"text-current/60 hover:text-current transition-colors\"> Privacy Policy </a>"
    }
  ],
  "score": 80,
  "weight": 20
}

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

231 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": 232,
  "passing": 1,
  "failing": [
    {
      "heading": "Google",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Google </h2>",
      "firstParagraph": "Organizing the world’s information",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Organizing the world&#x2019;s information </p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Amazon",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Amazon </h2>",
      "firstParagraph": "Earth’s most customer-centric company",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Earth&#x2019;s most customer-centric company </p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Spotify",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Spotify </h2>",
      "firstParagraph": "Music for everyone",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Music for everyone </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "DoorDash",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> DoorDash </h2>",
      "firstParagraph": "Connecting you to the best of your city",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Connecting you to the best of your city </p>",
      "words": 8,
      "direct": false,
      "issue": "First paragraph is 8 words and does not look like a concise direct answer."
    },
    {
      "heading": "Figma",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Figma </h2>",
      "firstParagraph": "Unleashing creativity through collaborative design",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Unleashing creativity through collaborative design </p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Rippling",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Rippling </h2>",
      "firstParagraph": "The employee system of record",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> The employee system of record </p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Duolingo",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Duolingo </h2>",
      "firstParagraph": "The world’s best way to learn a language",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> The world&#x2019;s best way to learn a language </p>",
      "words": 9,
      "direct": false,
      "issue": "First paragraph is 9 words and does not look like a concise direct answer."
    },
    {
      "heading": "Robinhood",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Robinhood </h2>",
      "firstParagraph": "Democratizing finance for all",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Democratizing finance for all </p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Anthropic",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Anthropic </h2>",
      "firstParagraph": "Reliable, interpretable, and steerable AI systems",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Reliable, interpretable, and steerable AI systems </p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "Waymo",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Waymo </h2>",
      "firstParagraph": "The world’s most trusted driver",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> The world&#x2019;s most trusted driver </p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "Twitter",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Twitter </h2>",
      "firstParagraph": "It’s what’s happening",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> It&#x2019;s what&#x2019;s happening </p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Compaq Computer Corporation",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Compaq Computer Corporation </h2>",
      "firstParagraph": "Bringing portable computing to the world",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Bringing portable computing to the world </p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "Handshake",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Handshake </h2>",
      "firstParagraph": "The #1 way college students get hired",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> The #1 way college students get hired </p>",
      "words": 7,
      "direct": false,
      "issue": "First paragraph is 7 words and does not look like a concise direct answer."
    },
    {
      "heading": "Slack",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Slack </h2>",
      "firstParagraph": "Where work happens",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Where work happens </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Motive",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Motive </h2>",
      "firstParagraph": "AI for the physical economy",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> AI for the physical economy </p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Harvey",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Harvey </h2>",
      "firstParagraph": "AI for legal and professional services",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> AI for legal and professional services </p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "Genentech",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Genentech </h2>",
      "firstParagraph": "Pioneering medical breakthroughs with biotechnology",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Pioneering medical breakthroughs with biotechnology </p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Electronic Arts",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Electronic Arts </h2>",
      "firstParagraph": "Inspiring the world to play",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Inspiring the world to play </p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Netscape",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Netscape </h2>",
      "firstParagraph": "The browser that started it all",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> The browser that started it all </p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "Xilinx",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Xilinx </h2>",
      "firstParagraph": "Programmable silicon",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Programmable silicon </p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Glean",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Glean </h2>",
      "firstParagraph": "Work AI for all",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Work AI for all </p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Sun Microsystems",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Sun Microsystems </h2>",
      "firstParagraph": "The network is the computer",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> The network is the computer </p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Intuit",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Intuit </h2>",
      "firstParagraph": "Powering prosperity around the world",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Powering prosperity around the world </p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Stripe",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Stripe </h2>",
      "firstParagraph": "Financial infrastructure for the internet",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Financial infrastructure for the internet </p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Instacart",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Instacart </h2>",
      "firstParagraph": "Satisfy your cravings",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Satisfy your cravings </p>",
      "words": 3,
      "direct": false,
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      "headingHtml": "<h2 class=\"md:text-20\">History in the Making &#x2026;</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Roadrunner: The new revenue infrastructure",
      "headingHtml": "<h3 class=\"text-12 md:text-14 text-pretty\"> <a href=\"https://www.kleinerperkins.com/perspectives/roadrunner-the-new-revenue-infrastructure/\" class=\"link-cover\">Roadrunner: The new revenue infrastructure</a> </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Rogo: The AI Platform for Global Finance",
      "headingHtml": "<h3 class=\"text-12 md:text-14 text-pretty\"> <a href=\"https://www.kleinerperkins.com/perspectives/rogo-the-ai-platform-for-global-finance/\" class=\"link-cover\">Rogo: The AI Platform for Global Finance</a> </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Saronic: Redefining Maritime Superiority",
      "headingHtml": "<h3 class=\"text-12 md:text-14 text-pretty\"> <a href=\"https://www.kleinerperkins.com/perspectives/saronic-redefining-maritime-superiority/\" class=\"link-cover\">Saronic: Redefining Maritime Superiority</a> </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Granola: Putting Your Company’s Context to Work",
      "headingHtml": "<h3 class=\"text-12 md:text-14 text-pretty\"> <a href=\"https://www.kleinerperkins.com/perspectives/granola-putting-your-companys-context-to-work/\" class=\"link-cover\">Granola: Putting Your Company&#x2019;s Context to Work</a> </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Armadin: The Ultimate Attacker",
      "headingHtml": "<h3 class=\"text-12 md:text-14 text-pretty\"> <a href=\"https://www.kleinerperkins.com/perspectives/armadin-the-ultimate-attacker/\" class=\"link-cover\">Armadin: The Ultimate Attacker</a> </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Waymo: The Infrastructure of Autonomy",
      "headingHtml": "<h3 class=\"text-12 md:text-14 text-pretty\"> <a href=\"https://www.kleinerperkins.com/perspectives/waymo-the-infrastructure-of-autonomy/\" class=\"link-cover\">Waymo: The Infrastructure of Autonomy</a> </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "About",
      "headingHtml": "<h2 class=\"text-current mb-16\">About</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Company",
      "headingHtml": "<h2 class=\"text-current mb-16\">Company</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Connect",
      "headingHtml": "<h2 class=\"text-current mb-16\">Connect</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Login",
      "headingHtml": "<h2 class=\"text-current mb-16\">Login</h2>",
      "firstParagraph": "© 2026 Kleiner Perkins",
      "paragraphHtml": "<p class=\"text-current/60 md:order-first\">&#xa9; 2026 Kleiner Perkins</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Question-led structure

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

3 Warning

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": 81,
  "questionH2s": [],
  "hasFaq": false,
  "score": 50,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Answer block readiness

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

3 Warning

Needs attention

AIO: Answer block readiness

Warning
01

Issue

231 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": 232,
  "passing": 1,
  "failing": [
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      "heading": "Google",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Google </h2>",
      "firstParagraph": "Organizing the world’s information",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Organizing the world&#x2019;s information </p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Amazon",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Amazon </h2>",
      "firstParagraph": "Earth’s most customer-centric company",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Earth&#x2019;s most customer-centric company </p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Spotify",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Spotify </h2>",
      "firstParagraph": "Music for everyone",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Music for everyone </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "DoorDash",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> DoorDash </h2>",
      "firstParagraph": "Connecting you to the best of your city",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Connecting you to the best of your city </p>",
      "words": 8,
      "direct": false,
      "issue": "First paragraph is 8 words and does not look like a concise direct answer."
    },
    {
      "heading": "Figma",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Figma </h2>",
      "firstParagraph": "Unleashing creativity through collaborative design",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Unleashing creativity through collaborative design </p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Rippling",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Rippling </h2>",
      "firstParagraph": "The employee system of record",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> The employee system of record </p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Duolingo",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Duolingo </h2>",
      "firstParagraph": "The world’s best way to learn a language",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> The world&#x2019;s best way to learn a language </p>",
      "words": 9,
      "direct": false,
      "issue": "First paragraph is 9 words and does not look like a concise direct answer."
    },
    {
      "heading": "Robinhood",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Robinhood </h2>",
      "firstParagraph": "Democratizing finance for all",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Democratizing finance for all </p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Anthropic",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Anthropic </h2>",
      "firstParagraph": "Reliable, interpretable, and steerable AI systems",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Reliable, interpretable, and steerable AI systems </p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "Waymo",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Waymo </h2>",
      "firstParagraph": "The world’s most trusted driver",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> The world&#x2019;s most trusted driver </p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "Twitter",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Twitter </h2>",
      "firstParagraph": "It’s what’s happening",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> It&#x2019;s what&#x2019;s happening </p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Compaq Computer Corporation",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Compaq Computer Corporation </h2>",
      "firstParagraph": "Bringing portable computing to the world",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Bringing portable computing to the world </p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "Handshake",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Handshake </h2>",
      "firstParagraph": "The #1 way college students get hired",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> The #1 way college students get hired </p>",
      "words": 7,
      "direct": false,
      "issue": "First paragraph is 7 words and does not look like a concise direct answer."
    },
    {
      "heading": "Slack",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Slack </h2>",
      "firstParagraph": "Where work happens",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Where work happens </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Motive",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Motive </h2>",
      "firstParagraph": "AI for the physical economy",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> AI for the physical economy </p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Harvey",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Harvey </h2>",
      "firstParagraph": "AI for legal and professional services",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> AI for legal and professional services </p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "Genentech",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Genentech </h2>",
      "firstParagraph": "Pioneering medical breakthroughs with biotechnology",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Pioneering medical breakthroughs with biotechnology </p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Electronic Arts",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Electronic Arts </h2>",
      "firstParagraph": "Inspiring the world to play",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Inspiring the world to play </p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Netscape",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Netscape </h2>",
      "firstParagraph": "The browser that started it all",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> The browser that started it all </p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "Xilinx",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Xilinx </h2>",
      "firstParagraph": "Programmable silicon",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Programmable silicon </p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Glean",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Glean </h2>",
      "firstParagraph": "Work AI for all",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Work AI for all </p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Sun Microsystems",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Sun Microsystems </h2>",
      "firstParagraph": "The network is the computer",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> The network is the computer </p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Intuit",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Intuit </h2>",
      "firstParagraph": "Powering prosperity around the world",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Powering prosperity around the world </p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Stripe",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Stripe </h2>",
      "firstParagraph": "Financial infrastructure for the internet",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Financial infrastructure for the internet </p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Instacart",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Instacart </h2>",
      "firstParagraph": "Satisfy your cravings",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Satisfy your cravings </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Nest",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Nest </h2>",
      "firstParagraph": "Powering the smart home",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Powering the smart home </p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Applied Intuition",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Applied Intuition </h2>",
      "firstParagraph": "Building vehicle intelligence",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Building vehicle intelligence </p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Square",
      "headingHtml": "<h2 class=\"text-16 lg:text-20 leading-112\"> Square </h2>",
      "firstParagraph": "Technology for economic empowerment",
      "paragraphHtml": "<p class=\"text-16 lg:text-20 leading-112 text-[var(--color-white-60)] text-balance\"> Technology for economic empowerment </p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Google",
      "headingHtml": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Google </h2>",
      "firstParagraph": "In 1999, Andy Bechtolsheim introduced us to two Stanford graduates, Larry Page and Sergey Brin. They’d built PageRank, a superior search algorithm that overwhelmed Stanford’s network with demand. Banished from campus, they needed capital and scale—fast.",
      "paragraphHtml": "<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">In 1999, Andy Bechtolsheim introduced us to two Stanford graduates, Larry Page and Sergey Brin. They&#x2019;d built PageRank, a superior search algorithm that overwhelmed Stanford&#x2019;s network with demand. Banished from campus, they needed capital and scale&#x2014;fast.</p>",
      "words": 39,
      "direct": false,
      "issue": "First paragraph is 39 words and does not look like a concise direct answer."
    },
    {
      "heading": "Partnered Since",
      "headingHtml": "<h3 class=\"text-current/75\"> Partnered Since </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Stage",
      "headingHtml": "<h3 class=\"text-current/75\"> Stage </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Founders",
      "headingHtml": "<h3 class=\"text-current/75\"> Founders </h3>",
      "firstParagraph": "Sergey Brin Larry Page",
      "paragraphHtml": "<p class=\"flex max-sm:flex-col flex-wrap sm:gap-x-8 sm:gap-y-4 flex flex-col\"> <span>Sergey Brin</span> <span>Larry Page</span> </p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Partners",
      "headingHtml": "<h3 class=\"text-current/75\"> Partners </h3>",
      "firstParagraph": "John Doerr",
      "paragraphHtml": "<p> <a class=\"transition-opacity hover:opacity-60\" href=\"https://www.kleinerperkins.com/people/john-doerr/\"> John Doerr </a> </p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Related",
      "headingHtml": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Thomas Kurian – Google Cloud – Competitor-Aware and Customer-Obsessed",
      "headingHtml": "<h3 class=\"text-12 md:text-14 leading-112 text-pretty mt-14\"> <a href=\"https://www.kleinerperkins.com/perspectives/thomas-kurian-google-cloud/\" class=\"link-cover\">Thomas Kurian &#x2013; Google Cloud &#x2013; Competitor-Aware and Customer-Obsessed</a> </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Google: Organizing the world’s information and making it searchable",
      "headingHtml": "<h3 class=\"text-12 md:text-14 leading-112 text-pretty mt-14\"> <a href=\"https://www.kleinerperkins.com/perspectives/google/\" class=\"link-cover\">Google: Organizing the world&#x2019;s information and making it searchable</a> </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Amazon",
      "headingHtml": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Amazon </h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Partnered Since",
      "headingHtml": "<h3 class=\"text-current/75\"> Partnered Since </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Stage",
      "headingHtml": "<h3 class=\"text-current/75\"> Stage </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Founders",
      "headingHtml": "<h3 class=\"text-current/75\"> Founders </h3>",
      "firstParagraph": "Jeff Bezos",
      "paragraphHtml": "<p class=\"flex max-sm:flex-col flex-wrap sm:gap-x-8 sm:gap-y-4 flex flex-col\"> <span>Jeff Bezos</span> </p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Partners",
      "headingHtml": "<h3 class=\"text-current/75\"> Partners </h3>",
      "firstParagraph": "John Doerr",
      "paragraphHtml": "<p> <a class=\"transition-opacity hover:opacity-60\" href=\"https://www.kleinerperkins.com/people/john-doerr/\"> John Doerr </a> </p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Related",
      "headingHtml": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
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    {
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    {
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    },
    {
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      "headingHtml": "<h3 class=\"text-12 md:text-14 leading-112 text-pretty mt-14\"> <a href=\"https://www.kleinerperkins.com/perspectives/why-were-only-using-1-of-ai-glean-ceo-arvind-jain/\" class=\"link-cover\">Why We&#x2019;re Only Using 1% of AI | Glean CEO Arvind Jain</a> </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Arvind Jain – Glean – New Playbook",
      "headingHtml": "<h3 class=\"text-12 md:text-14 leading-112 text-pretty mt-14\"> <a href=\"https://www.kleinerperkins.com/perspectives/arvind-jain-glean/\" class=\"link-cover\">Arvind Jain &#x2013; Glean &#x2013; New Playbook</a> </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
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    {
      "heading": "Glean: Work AI for all",
      "headingHtml": "<h3 class=\"text-12 md:text-14 leading-112 text-pretty mt-14\"> <a href=\"https://www.kleinerperkins.com/perspectives/glean-case-study/\" class=\"link-cover\">Glean: Work AI for all</a> </h3>",
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      "words": 0,
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    {
      "heading": "AI for the Enterprise",
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      "firstParagraph": "",
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      "direct": false,
      "issue": "No paragraph follows this heading."
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    {
      "heading": "Glean: Empowering employees to find answers",
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      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Making workplace knowledge accessible",
      "headingHtml": "<h3 class=\"text-12 md:text-14 leading-112 text-pretty mt-14\"> <a href=\"https://www.kleinerperkins.com/perspectives/glean/\" class=\"link-cover\">Making workplace knowledge accessible</a> </h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Sun Microsystems",
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      "issue": "No paragraph follows this heading."
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      "firstParagraph": "",
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      "direct": false,
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    {
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      "firstParagraph": "",
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      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
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    {
      "heading": "Intuit",
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      "firstParagraph": "",
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      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Partnered Since",
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      "firstParagraph": "",
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      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Stage",
      "headingHtml": "<h3 class=\"text-current/75\"> Stage </h3>",
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      "direct": false,
      "issue": "No paragraph follows this heading."
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    {
      "heading": "Founders",
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      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
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    {
      "heading": "Partners",
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      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
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    {
      "heading": "Related",
      "headingHtml": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Intuit: Expanding PC utility with powerful applications",
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      "firstParagraph": "",
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      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
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    {
      "heading": "Partnered Since",
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      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Stage",
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      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Founders",
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      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
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    {
      "heading": "Related",
      "headingHtml": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>",
      "firstParagraph": "",
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      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Claire Hughes-Johnson – Stripe – Scaling People",
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      "firstParagraph": "",
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      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
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    {
      "heading": "Instacart",
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      "firstParagraph": "",
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      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Partnered Since",
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      "direct": false,
      "issue": "No paragraph follows this heading."
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    {
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      "headingHtml": "<h3 class=\"text-current/75\"> Stage </h3>",
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      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Founders",
      "headingHtml": "<h3 class=\"text-current/75\"> Founders </h3>",
      "firstParagraph": "Brandon Leonardo Apoorva Mehta Max Mullen",
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      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
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    {
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    {
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    {
      "heading": "Founders",
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      "firstParagraph": "Tony Fadell Matt Rogers",
      "paragraphHtml": "<p class=\"flex max-sm:flex-col flex-wrap sm:gap-x-8 sm:gap-y-4 flex flex-col\"> <span>Tony Fadell</span> <span>Matt Rogers</span> </p>",
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    {
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      "direct": false,
      "issue": "No paragraph follows this heading."
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    {
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      "headingHtml": "<h3 class=\"text-12 md:text-14 leading-112 text-pretty mt-14\"> <a href=\"https://www.kleinerperkins.com/perspectives/nest/\" class=\"link-cover\">Nest</a> </h3>",
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      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
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    {
      "heading": "Founders",
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      "firstParagraph": "Peter Ludwig Qasar Younis",
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      "heading": "Partners",
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    {
      "heading": "Related",
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      "firstParagraph": "",
      "paragraphHtml": "",
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      "issue": "No paragraph follows this heading."
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    {
      "heading": "Applied Intuition: Powering the Next Era of Vehicle Intelligence",
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    {
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    {
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      "issue": "No paragraph follows this heading."
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    {
      "heading": "Founders",
      "headingHtml": "<h3 class=\"text-current/75\"> Founders </h3>",
      "firstParagraph": "Jack Dorsey Jim McKelvey",
      "paragraphHtml": "<p class=\"flex max-sm:flex-col flex-wrap sm:gap-x-8 sm:gap-y-4 flex flex-col\"> <span>Jack Dorsey</span> <span>Jim McKelvey</span> </p>",
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      "heading": "History in the Making …",
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      "issue": "No paragraph follows this heading."
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      "issue": "No paragraph follows this heading."
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    {
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      "firstParagraph": "",
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      "direct": false,
      "issue": "No paragraph follows this heading."
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    {
      "heading": "Armadin: The Ultimate Attacker",
      "headingHtml": "<h3 class=\"text-12 md:text-14 text-pretty\"> <a href=\"https://www.kleinerperkins.com/perspectives/armadin-the-ultimate-attacker/\" class=\"link-cover\">Armadin: The Ultimate Attacker</a> </h3>",
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      "direct": false,
      "issue": "No paragraph follows this heading."
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    {
      "heading": "Waymo: The Infrastructure of Autonomy",
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      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
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    {
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      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Connect",
      "headingHtml": "<h2 class=\"text-current mb-16\">Connect</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Login",
      "headingHtml": "<h2 class=\"text-current mb-16\">Login</h2>",
      "firstParagraph": "© 2026 Kleiner Perkins",
      "paragraphHtml": "<p class=\"text-current/60 md:order-first\">&#xa9; 2026 Kleiner Perkins</p>",
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  "score": 65,
  "weight": 8
}

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

2 explanatory paragraph(s) could be stronger for citation or AI extraction.

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": 3,
  "citablePassages": 1,
  "failingCandidateParagraphs": [
    {
      "index": 30,
      "heading": "H2: Google",
      "text": "Their 17-page deck had just two pages of numbers and three cartoons. As the eighteenth search engine with no business model and no team, they faced long odds. But when John Doerr asked how big Google would be, they answered: “$10 billion in revenue.” We wrote our largest check ever.",
      "words": 50,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (50 words; target 80-220)."
      ],
      "html": "<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">Their 17-page deck had just two pages of numbers and three cartoons. As the eighteenth search engine with no business model and no team, they faced long odds. But when John Doerr asked how big Google would be, they answered: &#x201c;&#x24;10 billion in revenue.&#x201d; We wrote our largest check ever.</p>"
    },
    {
      "index": 31,
      "heading": "H2: Google",
      "text": "The founders weren’t sold on traditional management or recruiting a CEO. John connected them with Scott Cook, Bill Gates, Andy Grove, and Steve Jobs for advice. The executive search led to Eric Schmidt, an experienced tech leader from Sun Microsystems. We helped build their team with Wayne Rosing (VP Engineering) and Jonathan Rosenberg (SVP Product), introduced OKRs for goal-setting, and brought in executive coach...",
      "words": 71,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (71 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">The founders weren&#x2019;t sold on traditional management or recruiting a CEO. John connected them with Scott Cook, Bill Gates, Andy Grove, and Steve Jobs for advice. The executive search led to Eric Schmidt, an experienced tech leader from Sun Microsystems. We helped build their team with Wayne Rosing (VP Engineering) and Jonathan Rosenberg (SVP Product), introduced OKRs for goal-setting, and brought in executi..."
    }
  ],
  "citableParagraphs": [
    {
      "index": 91,
      "heading": "H2: Stripe",
      "text": "Online payments were broken for developers: clunky, fragmented, and notoriously difficult to integrate. Stripe set out to fix that with a simple, elegant API that made accepting payments on the internet feel as easy as it should. KP backed Stripe in 2015, recognizing a company that had already shown remarkable traction and was on a path to becoming the financial infrastructure layer for the modern internet. Today...",
      "words": 93,
      "hasEvidence": true,
      "reasons": [],
      "html": "<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">Online payments were broken for developers: clunky, fragmented, and notoriously difficult to integrate. Stripe set out to fix that with a simple, elegant API that made accepting payments on the internet feel as easy as it should. KP backed Stripe in 2015, recognizing a company that had already shown remarkable traction and was on a path to becoming the financial infrastructure layer for the modern internet. Today..."
    }
  ],
  "score": 75,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 72/100 and needs improvement.

2 Warning

Needs attention

AEO: Entity and definition clarity

Warning
01

Issue

Entity or definition gaps: home.

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

72/100

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 72/100 and needs improvement.

Evidence
{
  "title": "Home | Kleiner Perkins",
  "h1": "",
  "description": "Kleiner Perkins is an American venture capital firm headquartered on Sand Hill Road in Menlo Park in Silicon Valley.",
  "topicOverlap": 0.6666666666666666,
  "definitionCount": 16,
  "topicTerms": [
    "home",
    "kleiner",
    "perkins"
  ],
  "descriptionTerms": [
    "kleiner",
    "perkins",
    "american",
    "venture",
    "capital",
    "firm",
    "headquartered",
    "sand",
    "hill",
    "road",
    "menlo",
    "park",
    "silicon",
    "valley"
  ],
  "missingFromDescription": [
    "home"
  ],
  "score": 72,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Extraction-friendly structure

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

2 Warning

Needs attention

GEO: Extraction-friendly structure

Warning
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": 16,
  "schemaBlocks": 2,
  "missingSignals": [
    "optional top summary / TL;DR / key takeaways block",
    "table with <thead> only if the page already has tabular/comparative data",
    "ordered list only if the page explains a workflow/process",
    "optional visible FAQ or FAQPage schema"
  ],
  "score": 85,
  "weight": 24
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

AEO: Answer evidence and trust scored 80/100 and needs improvement.

2 Warning

Needs attention

AEO: Answer evidence and trust

Warning
01

Issue

Missing AIO trust signals: author.

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

80/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AEO: Answer evidence and trust scored 80/100 and needs improvement.

Evidence
{
  "signals": {
    "author": false,
    "publisher": true,
    "freshnessDate": true,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [
    "Kleiner Perkins"
  ],
  "schemaDates": [
    "2025-07-28T16:00:05+00:00",
    "2026-06-05T22:58:38+00:00",
    "2025-07-28T16:00:05Z",
    "2026-06-05T22:58:38Z"
  ],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "/about",
      "text": "About",
      "html": "<a href=\"/about\" class=\"js-desktopLinks\"> About </a>"
    },
    {
      "href": "/about",
      "text": "About",
      "html": "<a href=\"/about\" class=\"border-t border-black/12 dark:border-white/14 py-16 flex items-center justify-between js-items\"> About <div class=\"size-16 grid place-items-center\"> <svg viewBox=\"0 0 6 10\" fill=\"none\" class=\"w-5\"> <path d=\"M0.493076 0.447246C0.77933 0.184846 1.21409 0.186604 1.49796 0.439433L1.55265 0.493144L5.21964 4.49314C5.48239 4.77986 5.48239 5.2201 5.21964 5.50682L1.55265 9.50682C1.27274 9.81207 0.798386 9.83258 0.493076 9.55271C0.187821 9.27281 0.167311 8.79845 0.447178 8.49314..."
    },
    {
      "href": "https://about.google/",
      "text": "Website",
      "html": "<a class=\"transition-opacity hover:opacity-60\" href=\"https://about.google/\" target=\"_blank\"> Website </a>"
    },
    {
      "href": "https://www.linkedin.com/company/waymo",
      "text": "LinkedIn",
      "html": "<a class=\"transition-opacity hover:opacity-60\" href=\"https://www.linkedin.com/company/waymo\" target=\"_blank\"> <span class=\"sr-only\">LinkedIn</span> <svg viewBox=\"0 0 17 17\" fill=\"none\" class=\"size-16\" aria-hidden=\"true\" focusable=\"false\"> <path d=\"M15.3664 0.749023H1.73203C1.07891 0.749023 0.550781 1.26465 0.550781 1.90215V15.5928C0.550781 16.2303 1.07891 16.749 1.73203 16.749H15.3664C16.0195 16.749 16.5508 16.2303 16.5508 15.5959V1.90215C16.5508 1.26465 16.0195 0.749023 15.3664 0.749023ZM5.2..."
    },
    {
      "href": "https://www.linkedin.com/company/harvey-ai",
      "text": "LinkedIn",
      "html": "<a class=\"transition-opacity hover:opacity-60\" href=\"https://www.linkedin.com/company/harvey-ai\" target=\"_blank\"> <span class=\"sr-only\">LinkedIn</span> <svg viewBox=\"0 0 17 17\" fill=\"none\" class=\"size-16\" aria-hidden=\"true\" focusable=\"false\"> <path d=\"M15.3664 0.749023H1.73203C1.07891 0.749023 0.550781 1.26465 0.550781 1.90215V15.5928C0.550781 16.2303 1.07891 16.749 1.73203 16.749H15.3664C16.0195 16.749 16.5508 16.2303 16.5508 15.5959V1.90215C16.5508 1.26465 16.0195 0.749023 15.3664 0.749023Z..."
    },
    {
      "href": "https://www.linkedin.com/company/gleanwork",
      "text": "LinkedIn",
      "html": "<a class=\"transition-opacity hover:opacity-60\" href=\"https://www.linkedin.com/company/gleanwork\" target=\"_blank\"> <span class=\"sr-only\">LinkedIn</span> <svg viewBox=\"0 0 17 17\" fill=\"none\" class=\"size-16\" aria-hidden=\"true\" focusable=\"false\"> <path d=\"M15.3664 0.749023H1.73203C1.07891 0.749023 0.550781 1.26465 0.550781 1.90215V15.5928C0.550781 16.2303 1.07891 16.749 1.73203 16.749H15.3664C16.0195 16.749 16.5508 16.2303 16.5508 15.5959V1.90215C16.5508 1.26465 16.0195 0.749023 15.3664 0.749023Z..."
    },
    {
      "href": "https://www.kleinerperkins.com/perspectives/granola-putting-your-companys-context-to-work/",
      "text": "Granola: Putting Your Company’s Context to Work",
      "html": "<a href=\"https://www.kleinerperkins.com/perspectives/granola-putting-your-companys-context-to-work/\" class=\"link-cover\">Granola: Putting Your Company&#x2019;s Context to Work</a>"
    },
    {
      "href": "https://www.linkedin.com/company/kleinerperkins/?lipi=urn%3Ali%3Apage%3Ad_flagship3_search_srp_all%3Br0DzsRvPQJu3RMJD%2BD6cqg%3D%3D",
      "text": "LinkedIn",
      "html": "<a href=\"https://www.linkedin.com/company/kleinerperkins/?lipi=urn%3Ali%3Apage%3Ad_flagship3_search_srp_all%3Br0DzsRvPQJu3RMJD%2BD6cqg%3D%3D\" class=\"text-current/60 hover:text-current transition-colors\"> LinkedIn </a>"
    },
    {
      "href": "https://www.linkedin.com/company/kleinerperkins/?lipi=urn%3Ali%3Apage%3Ad_flagship3_search_srp_all%3Br0DzsRvPQJu3RMJD%2BD6cqg%3D%3D",
      "text": "LinkedIn",
      "html": "<a href=\"https://www.linkedin.com/company/kleinerperkins/?lipi=urn%3Ali%3Apage%3Ad_flagship3_search_srp_all%3Br0DzsRvPQJu3RMJD%2BD6cqg%3D%3D\" class=\"text-current/60 hover:text-current transition-colors\"> LinkedIn </a>"
    }
  ],
  "contactLinks": [],
  "privacyLinks": [
    {
      "href": "https://www.kleinerperkins.com/terms-conditions/",
      "text": "Terms of Use",
      "html": "<a href=\"https://www.kleinerperkins.com/terms-conditions/\" class=\"text-current/60 hover:text-current transition-colors\"> Terms of Use </a>"
    },
    {
      "href": "https://www.kleinerperkins.com/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://www.kleinerperkins.com/privacy-policy/\" class=\"text-current/60 hover:text-current transition-colors\"> Privacy Policy </a>"
    },
    {
      "href": "https://www.kleinerperkins.com/terms-conditions/",
      "text": "Terms of Use",
      "html": "<a href=\"https://www.kleinerperkins.com/terms-conditions/\" class=\"text-current/60 hover:text-current transition-colors\"> Terms of Use </a>"
    },
    {
      "href": "https://www.kleinerperkins.com/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://www.kleinerperkins.com/privacy-policy/\" class=\"text-current/60 hover:text-current transition-colors\"> Privacy Policy </a>"
    }
  ],
  "score": 80,
  "weight": 22
}

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": "Google",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Google </h2>"
    },
    {
      "text": "Amazon",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Amazon </h2>"
    },
    {
      "text": "Spotify",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Spotify </h2>"
    },
    {
      "text": "DoorDash",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> DoorDash </h2>"
    },
    {
      "text": "Figma",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Figma </h2>"
    },
    {
      "text": "Rippling",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Rippling </h2>"
    },
    {
      "text": "Duolingo",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Duolingo </h2>"
    },
    {
      "text": "Robinhood",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Robinhood </h2>"
    },
    {
      "text": "Anthropic",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Anthropic </h2>"
    },
    {
      "text": "Waymo",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Waymo </h2>"
    },
    {
      "text": "Twitter",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Twitter </h2>"
    },
    {
      "text": "Compaq Computer Corporation",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Compaq Computer Corporation </h2>"
    },
    {
      "text": "Handshake",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Handshake </h2>"
    },
    {
      "text": "Slack",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Slack </h2>"
    },
    {
      "text": "Motive",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Motive </h2>"
    },
    {
      "text": "Harvey",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Harvey </h2>"
    },
    {
      "text": "Genentech",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Genentech </h2>"
    },
    {
      "text": "Electronic Arts",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Electronic Arts </h2>"
    },
    {
      "text": "Netscape",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Netscape </h2>"
    },
    {
      "text": "Xilinx",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Xilinx </h2>"
    },
    {
      "text": "Glean",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Glean </h2>"
    },
    {
      "text": "Sun Microsystems",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Sun Microsystems </h2>"
    },
    {
      "text": "Intuit",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Intuit </h2>"
    },
    {
      "text": "Stripe",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Stripe </h2>"
    },
    {
      "text": "Instacart",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Instacart </h2>"
    },
    {
      "text": "Nest",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Nest </h2>"
    },
    {
      "text": "Applied Intuition",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Applied Intuition </h2>"
    },
    {
      "text": "Square",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Square </h2>"
    },
    {
      "text": "Google",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Google </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Amazon",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Amazon </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Spotify",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Spotify </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "DoorDash",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> DoorDash </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Figma",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Figma </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Rippling",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Rippling </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Duolingo",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Duolingo </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Robinhood",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Robinhood </h2>"
    },
    {
      "text": "Anthropic",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Anthropic </h2>"
    },
    {
      "text": "Waymo",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Waymo </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Twitter",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Twitter </h2>"
    },
    {
      "text": "Compaq Computer Corporation",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Compaq Computer Corporation </h2>"
    },
    {
      "text": "Handshake",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Handshake </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Slack",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Slack </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Motive",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Motive </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Harvey",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Harvey </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Genentech",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Genentech </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Electronic Arts",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Electronic Arts </h2>"
    },
    {
      "text": "Netscape",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Netscape </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Xilinx",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Xilinx </h2>"
    },
    {
      "text": "Glean",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Glean </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Sun Microsystems",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Sun Microsystems </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Intuit",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Intuit </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Stripe",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Stripe </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Instacart",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Instacart </h2>"
    },
    {
      "text": "Nest",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Nest </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Applied Intuition",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Applied Intuition </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Square",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Square </h2>"
    },
    {
      "text": "History in the Making …",
      "html": "<h2 class=\"md:text-20\">History in the Making &#x2026;</h2>"
    },
    {
      "text": "About",
      "html": "<h2 class=\"text-current mb-16\">About</h2>"
    },
    {
      "text": "Company",
      "html": "<h2 class=\"text-current mb-16\">Company</h2>"
    },
    {
      "text": "Connect",
      "html": "<h2 class=\"text-current mb-16\">Connect</h2>"
    },
    {
      "text": "Login",
      "html": "<h2 class=\"text-current mb-16\">Login</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Home?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Home work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Home?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Home free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Home compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Home?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Home work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Home?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Home free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Home compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 8
}

Agent Ease of UseAPIEmerging recommendation

AI context endpoint

AI context endpoint is informational for this page.

Informational

Needs attention

AI context endpoint

Informational
01

Issue

AI context endpoint is informational for this page.

02

Why it matters

A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.

Check name

AI context endpoint

Score

100/100

Status

informational

Category

API

Maturity

Emerging recommendation

Goal

Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.

Result

AI context endpoint is informational for this page.

Validation steps

  1. Fetch to find resource

    AI context endpoint was not found at the expected path.

Evidence
{
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/ai/context",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 42008
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 39258
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 39254
          }
        ]
      },
      "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": "Google",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Google </h2>"
    },
    {
      "text": "Amazon",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Amazon </h2>"
    },
    {
      "text": "Spotify",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Spotify </h2>"
    },
    {
      "text": "DoorDash",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> DoorDash </h2>"
    },
    {
      "text": "Figma",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Figma </h2>"
    },
    {
      "text": "Rippling",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Rippling </h2>"
    },
    {
      "text": "Duolingo",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Duolingo </h2>"
    },
    {
      "text": "Robinhood",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Robinhood </h2>"
    },
    {
      "text": "Anthropic",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Anthropic </h2>"
    },
    {
      "text": "Waymo",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Waymo </h2>"
    },
    {
      "text": "Twitter",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Twitter </h2>"
    },
    {
      "text": "Compaq Computer Corporation",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Compaq Computer Corporation </h2>"
    },
    {
      "text": "Handshake",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Handshake </h2>"
    },
    {
      "text": "Slack",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Slack </h2>"
    },
    {
      "text": "Motive",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Motive </h2>"
    },
    {
      "text": "Harvey",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Harvey </h2>"
    },
    {
      "text": "Genentech",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Genentech </h2>"
    },
    {
      "text": "Electronic Arts",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Electronic Arts </h2>"
    },
    {
      "text": "Netscape",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Netscape </h2>"
    },
    {
      "text": "Xilinx",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Xilinx </h2>"
    },
    {
      "text": "Glean",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Glean </h2>"
    },
    {
      "text": "Sun Microsystems",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Sun Microsystems </h2>"
    },
    {
      "text": "Intuit",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Intuit </h2>"
    },
    {
      "text": "Stripe",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Stripe </h2>"
    },
    {
      "text": "Instacart",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Instacart </h2>"
    },
    {
      "text": "Nest",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Nest </h2>"
    },
    {
      "text": "Applied Intuition",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Applied Intuition </h2>"
    },
    {
      "text": "Square",
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Square </h2>"
    },
    {
      "text": "Google",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Google </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Amazon",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Amazon </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Spotify",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Spotify </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "DoorDash",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> DoorDash </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Figma",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Figma </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Rippling",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Rippling </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Duolingo",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Duolingo </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Robinhood",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Robinhood </h2>"
    },
    {
      "text": "Anthropic",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Anthropic </h2>"
    },
    {
      "text": "Waymo",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Waymo </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Twitter",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Twitter </h2>"
    },
    {
      "text": "Compaq Computer Corporation",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Compaq Computer Corporation </h2>"
    },
    {
      "text": "Handshake",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Handshake </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Slack",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Slack </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Motive",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Motive </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Harvey",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Harvey </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Genentech",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Genentech </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Electronic Arts",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Electronic Arts </h2>"
    },
    {
      "text": "Netscape",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Netscape </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Xilinx",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Xilinx </h2>"
    },
    {
      "text": "Glean",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Glean </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Sun Microsystems",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Sun Microsystems </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Intuit",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Intuit </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Stripe",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Stripe </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Instacart",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Instacart </h2>"
    },
    {
      "text": "Nest",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Nest </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Applied Intuition",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Applied Intuition </h2>"
    },
    {
      "text": "Related",
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "text": "Square",
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Square </h2>"
    },
    {
      "text": "History in the Making …",
      "html": "<h2 class=\"md:text-20\">History in the Making &#x2026;</h2>"
    },
    {
      "text": "About",
      "html": "<h2 class=\"text-current mb-16\">About</h2>"
    },
    {
      "text": "Company",
      "html": "<h2 class=\"text-current mb-16\">Company</h2>"
    },
    {
      "text": "Connect",
      "html": "<h2 class=\"text-current mb-16\">Connect</h2>"
    },
    {
      "text": "Login",
      "html": "<h2 class=\"text-current mb-16\">Login</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Home?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Home work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Home?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Home free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Home compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Home?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Home work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Home?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Home free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Home 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 supported identity type language; missing credential type language.

02

Why it matters

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

Check name

Auth.md Agent Registration

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

  1. Fetch and validate /auth.md

    auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=UTF-8" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.

  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": 39254,
        "validation": {
          "valid": false,
          "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
          "compatibleContentType": false,
          "contentLength": 34622,
          "hasRegisterInstructions": false,
          "hasProtectedResourceLink": false,
          "hasAuthorizationServerLink": false,
          "mentionsIdentity": false,
          "mentionsCredential": false,
          "links": [
            "/script",
            "https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/main.22bLkCJA.css\"",
            "https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/main.DZxLRttd.js\"",
            "/png",
            "https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/favicon.png\"",
            "/svg+xml",
            "https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/favicon.svg\"",
            "https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/favicon.ico\"",
            "https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/apple-touch-icon.png\"",
            "https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/site.webmanifest\""
          ],
          "rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en\" class=\"dark bg-white text-black dark:bg-black dark:text-white\">\n  <head>\n    <script>try{var d=localStorage.getItem('theme');if(d==='light')document.documentElement.classList.remove('dark');}catch(e){}</script>\n    <meta charset=\"utf-8\">\n<meta content=\"ie=edge\" http-equiv=\"x-ua-compatible\">\n<meta name=\"google\" content=\"notranslate\">\n<meta http-equiv=\"Content-Language\" content=\"en\">\n<meta content=\"width=device-width, initial-scale=1.0\" name=\"viewport\">\n\n<link rel=\"preload\" href=\"https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/main.22bLkCJA.css\" as=\"style\">\n<link rel=\"preload\" href=\"https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/main.DZxLRttd.js\" as=\"script\">\n\n<link rel=\"icon\" type=\"image/png\" href=\"https://www.kleinerp"
        }
      },
      "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
      "howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
    },
    {
      "id": "oauth-protected-resource",
      "title": "Publish protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html; charset=UTF-8",
        "length": 39283,
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      "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."
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    {
      "id": "agent-auth-block",
      "title": "Validate agent_auth authorization metadata",
      "status": "fail",
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        "valid": false,
        "issue": "OAuth authorization server metadata could not be fetched.",
        "fetch": {
          "ok": false,
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      "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."
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}

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

81 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": 81,
  "questionH2s": 0,
  "hasFaq": false,
  "nonQuestionH2s": [
    {
      "index": 1,
      "text": "Google",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Google </h2>"
    },
    {
      "index": 2,
      "text": "Amazon",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Amazon </h2>"
    },
    {
      "index": 3,
      "text": "Spotify",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Spotify </h2>"
    },
    {
      "index": 4,
      "text": "DoorDash",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> DoorDash </h2>"
    },
    {
      "index": 5,
      "text": "Figma",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Figma </h2>"
    },
    {
      "index": 6,
      "text": "Rippling",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Rippling </h2>"
    },
    {
      "index": 7,
      "text": "Duolingo",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Duolingo </h2>"
    },
    {
      "index": 8,
      "text": "Robinhood",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Robinhood </h2>"
    },
    {
      "index": 9,
      "text": "Anthropic",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Anthropic </h2>"
    },
    {
      "index": 10,
      "text": "Waymo",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Waymo </h2>"
    },
    {
      "index": 11,
      "text": "Twitter",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Twitter </h2>"
    },
    {
      "index": 12,
      "text": "Compaq Computer Corporation",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Compaq Computer Corporation </h2>"
    },
    {
      "index": 13,
      "text": "Handshake",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Handshake </h2>"
    },
    {
      "index": 14,
      "text": "Slack",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Slack </h2>"
    },
    {
      "index": 15,
      "text": "Motive",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Motive </h2>"
    },
    {
      "index": 16,
      "text": "Harvey",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Harvey </h2>"
    },
    {
      "index": 17,
      "text": "Genentech",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Genentech </h2>"
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      "index": 18,
      "text": "Electronic Arts",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Electronic Arts </h2>"
    },
    {
      "index": 19,
      "text": "Netscape",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Netscape </h2>"
    },
    {
      "index": 20,
      "text": "Xilinx",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Xilinx </h2>"
    },
    {
      "index": 21,
      "text": "Glean",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Glean </h2>"
    },
    {
      "index": 22,
      "text": "Sun Microsystems",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Sun Microsystems </h2>"
    },
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      "index": 23,
      "text": "Intuit",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Intuit </h2>"
    },
    {
      "index": 24,
      "text": "Stripe",
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      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Stripe </h2>"
    },
    {
      "index": 25,
      "text": "Instacart",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Instacart </h2>"
    },
    {
      "index": 26,
      "text": "Nest",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Nest </h2>"
    },
    {
      "index": 27,
      "text": "Applied Intuition",
      "isQuestion": false,
      "html": "<h2 class=\"text-16 lg:text-20 leading-112\"> Applied Intuition </h2>"
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    {
      "index": 28,
      "text": "Square",
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    },
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      "index": 29,
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      "index": 30,
      "text": "Related",
      "isQuestion": false,
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
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      "index": 31,
      "text": "Amazon",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Amazon </h2>"
    },
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      "index": 32,
      "text": "Related",
      "isQuestion": false,
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
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      "index": 33,
      "text": "Spotify",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Spotify </h2>"
    },
    {
      "index": 34,
      "text": "Related",
      "isQuestion": false,
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "index": 35,
      "text": "DoorDash",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> DoorDash </h2>"
    },
    {
      "index": 36,
      "text": "Related",
      "isQuestion": false,
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
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      "index": 37,
      "text": "Figma",
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      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Figma </h2>"
    },
    {
      "index": 38,
      "text": "Related",
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      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "index": 39,
      "text": "Rippling",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Rippling </h2>"
    },
    {
      "index": 40,
      "text": "Related",
      "isQuestion": false,
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "index": 41,
      "text": "Duolingo",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Duolingo </h2>"
    },
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      "index": 42,
      "text": "Related",
      "isQuestion": false,
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "index": 43,
      "text": "Robinhood",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Robinhood </h2>"
    },
    {
      "index": 44,
      "text": "Anthropic",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Anthropic </h2>"
    },
    {
      "index": 45,
      "text": "Waymo",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Waymo </h2>"
    },
    {
      "index": 46,
      "text": "Related",
      "isQuestion": false,
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
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      "index": 47,
      "text": "Twitter",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Twitter </h2>"
    },
    {
      "index": 48,
      "text": "Compaq Computer Corporation",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Compaq Computer Corporation </h2>"
    },
    {
      "index": 49,
      "text": "Handshake",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Handshake </h2>"
    },
    {
      "index": 50,
      "text": "Related",
      "isQuestion": false,
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "index": 51,
      "text": "Slack",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Slack </h2>"
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    {
      "index": 52,
      "text": "Related",
      "isQuestion": false,
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "index": 53,
      "text": "Motive",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Motive </h2>"
    },
    {
      "index": 54,
      "text": "Related",
      "isQuestion": false,
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "index": 55,
      "text": "Harvey",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Harvey </h2>"
    },
    {
      "index": 56,
      "text": "Related",
      "isQuestion": false,
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "index": 57,
      "text": "Genentech",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Genentech </h2>"
    },
    {
      "index": 58,
      "text": "Related",
      "isQuestion": false,
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "index": 59,
      "text": "Electronic Arts",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Electronic Arts </h2>"
    },
    {
      "index": 60,
      "text": "Netscape",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Netscape </h2>"
    },
    {
      "index": 61,
      "text": "Related",
      "isQuestion": false,
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "index": 62,
      "text": "Xilinx",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Xilinx </h2>"
    },
    {
      "index": 63,
      "text": "Glean",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Glean </h2>"
    },
    {
      "index": 64,
      "text": "Related",
      "isQuestion": false,
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "index": 65,
      "text": "Sun Microsystems",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Sun Microsystems </h2>"
    },
    {
      "index": 66,
      "text": "Related",
      "isQuestion": false,
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "index": 67,
      "text": "Intuit",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Intuit </h2>"
    },
    {
      "index": 68,
      "text": "Related",
      "isQuestion": false,
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "index": 69,
      "text": "Stripe",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Stripe </h2>"
    },
    {
      "index": 70,
      "text": "Related",
      "isQuestion": false,
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "index": 71,
      "text": "Instacart",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Instacart </h2>"
    },
    {
      "index": 72,
      "text": "Nest",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Nest </h2>"
    },
    {
      "index": 73,
      "text": "Related",
      "isQuestion": false,
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "index": 74,
      "text": "Applied Intuition",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Applied Intuition </h2>"
    },
    {
      "index": 75,
      "text": "Related",
      "isQuestion": false,
      "html": "<h2 class=\"md:text-current/75 max-md:mb-12\">Related</h2>"
    },
    {
      "index": 76,
      "text": "Square",
      "isQuestion": false,
      "html": "<h2 class=\"text-20 md:text-36 max-w-490 text-pretty\"> Square </h2>"
    },
    {
      "index": 77,
      "text": "History in the Making …",
      "isQuestion": false,
      "html": "<h2 class=\"md:text-20\">History in the Making &#x2026;</h2>"
    },
    {
      "index": 78,
      "text": "About",
      "isQuestion": false,
      "html": "<h2 class=\"text-current mb-16\">About</h2>"
    },
    {
      "index": 79,
      "text": "Company",
      "isQuestion": false,
      "html": "<h2 class=\"text-current mb-16\">Company</h2>"
    },
    {
      "index": 80,
      "text": "Connect",
      "isQuestion": false,
      "html": "<h2 class=\"text-current mb-16\">Connect</h2>"
    },
    {
      "index": 81,
      "text": "Login",
      "isQuestion": false,
      "html": "<h2 class=\"text-current mb-16\">Login</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": 39279
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 404,
            "contentType": "text/html; charset=UTF-8",
            "length": 39285
          }
        ]
      },
      "issue": "OAuth / OIDC discovery was not found at the expected path.",
      "howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 3,
    "signals": [
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Agent Ease of UseAuthEmerging recommendation

OAuth Protected Resource

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

Informational

Needs attention

OAuth Protected Resource

Informational
01

Issue

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

02

Why it matters

Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.

Check name

OAuth Protected Resource

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.

Result

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

Validation steps

  1. Fetch protected resource metadata

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

  2. Validate protected resource metadata

    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 lang=\"en\" class=\"dark bg-white text-black dark:bg-black dark:text-white\">\n  <head>\n    <script>try{var d=localStorage.getItem('theme');if(d==='light')document.documentElement.classList.remove('dark');}catch(e){}</script>\n    <meta charset=\"utf-8\">\n<meta content=\"ie=edge\" http-equiv=\"x-ua-compatible\">\n<meta name=\"google\" content=\"notranslate\">\n<meta http-equiv=\"Content-Language\" content=\"en\">\n<meta content=\"width=device-width, initial-scale=1.0\" name=\"viewport\">\n\n<link rel=\"preload\" href=\"https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/main.22bLkCJA.css\" as=\"style\">\n<link rel=\"preload\" href=\"https://www.kleinerperkins.com/wp-content/themes/kp-handstand-theme/main.DZxLRttd.js\" as=\"script\">\n\n<link rel=\"icon\" type=\"image/png\" href=\"https://www.kleinerp"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Publish resource and authorization_servers as absolute URLs."
    },
    {
      "id": "resource-identity",
      "title": "Validate protected resource identity",
      "status": "fail",
      "evidence": {
        "expectedResource": "https://www.kleinerperkins.com"
      },
      "issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
      "howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
    },
    {
      "id": "protected-route-challenge",
      "title": "Probe protected API Bearer challenge",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/admin/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.kleinerperkins.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.kleinerperkins.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.kleinerperkins.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          }
        ]
      },
      "issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
      "howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 3,
    "signals": [
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Performance and AccessibilityAccessibilityBrowser audit

Background and foreground colors do not have a sufficient contrast ratio.

100 Fail

Check name

Background and foreground colors do not have a sufficient contrast ratio.

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast).

Evidence
{
  "description": "Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast)."
}

Performance and AccessibilityPerformanceBrowser audit

Avoid enormous network payloads

17 Warning

Check name

Avoid enormous network payloads

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Total size was 5,286 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 5,286 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": 5413158
}

Performance and AccessibilityPerformanceBrowser audit

Use efficient cache lifetimes

17 Warning

Check name

Use efficient cache lifetimes

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 35 KiB

Fix guidance

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

Evidence
{
  "displayValue": "Est savings of 35 KiB",
  "description": "A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache)."
}

Performance and AccessibilityPerformanceBrowser audit

Loading performance

11 Fail

Check name

Loading performance

Score

66/100

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": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 66,
      "displayValue": "260 ms",
      "numericValue": 262
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 59,
      "displayValue": "4.0 s",
      "numericValue": 4033.207665380257
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 69,
      "displayValue": "190 ms",
      "numericValue": 192
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 19,
      "displayValue": "3.4 s",
      "numericValue": 3379.510011184861
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 18,
      "displayValue": "3.9 s",
      "numericValue": 3894.554904297107
    },
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 20 ms",
      "numericValue": 24
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "50 ms",
      "numericValue": 51.2667
    },
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 100,
      "displayValue": "0.5 s",
      "numericValue": 467.70108035053005
    }
  ]
}

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
51/100Level 3, Bot-AwareCurrent report
kleinerperkins.com AI SEO Report: 51/100 (Level 3, Bot-Aware)