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53/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents
AIDiscoverability38%Agent Easeof Use24%Security& Trust80%GEO, AIO, AEO78%SEO92%Performance& Accessibility60%
  • AI Discoverability 38 out of 100
  • Agent Ease of Use 24 out of 100
  • Security & Trust 80 out of 100
  • GEO, AIO and AEO 78 out of 100
  • SEO 92 out of 100
  • Performance and Accessibility 60 out of 100

CAPTURED SCREENSHOT

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Next step

Turn this report into a fix workflow

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

Detailed report scores grouped by capability area
MetricScoreStatusPassedFailedWarningEvidence
AI Discoverability
38
Priority fix7151View details
Discoverability
67
Needs work540View details
Content Readiness
38
Priority fix271View details
Bot Access Control
0
Priority fix040View details
Agent Ease of Use
24
Priority fix8273View details
API
42
Priority fix242View details
Auth
Not Applicable
Not Applicable070View details
MCP
25
Priority fix260View details
Skill Discovery
5
Priority fix0101View details
Agent Commerce
Not Applicable
Not Applicable400
GEO, AIO and AEO
78
Mostly ready7210View details
GEO Readiness
89
Mostly ready203
AIO Readiness
80
Mostly ready313View details
AEO Readiness
64
Needs work214View details
SEO
92
Strong1010View details
SEO
92
Strong1010View details
Security & Trust
80
Mostly ready810View details
Security & Trust
80
Mostly ready410View details
AI Training Exposure
Not Applicable
Not Applicable400
Performance and Accessibility
60
Needs work1754View details
Performance
50
Needs work1244View details
Accessibility
78
Mostly ready510View details

Prioritized recommendations

Issues ranked by score impact

47 items need attention

Security & TrustSecurity & TrustEstablished

Content-Security-Policy

Content-Security-Policy is missing or incomplete.

100 Fail

Needs attention

Content-Security-Policy

Failed check
01

Issue

Content-Security-Policy is missing or incomplete.

02

Why it matters

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

Check name

Content-Security-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

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

Result

Content-Security-Policy is missing or incomplete.

Evidence
{
  "header": "content-security-policy",
  "value": "frame-ancestors 'none'"
}

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": null
      },
      "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": ""
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
    },
    {
      "id": "target-validation",
      "title": "Fetch advertised API catalog targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin API catalog hrefs were available to fetch."
          }
        ]
      },
      "issue": "API Catalog did not expose any same-origin hrefs to validate.",
      "howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
    }
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

High-value schema types

High-value schema types is missing or incomplete.

50 Fail

Needs attention

High-value schema types

Failed check
01

Issue

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

02

Why it matters

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

Check name

High-value schema types

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

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

Result

High-value schema types is missing or incomplete.

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

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."
    }
  ]
}

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
}

Agent Ease of UseMCPEmerging recommendation

MCP Server Card

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

33 Fail

Needs attention

MCP Server Card

Failed check
01

Issue

MCP Server Card was not found at the expected path.

02

Why it matters

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

Check name

MCP Server Card

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Publish an MCP Server Card for agent discovery.

Result

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

Validation steps

  1. Fetch to find resource

    MCP Server Card was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": null,
            "length": 0
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": null,
            "length": 0
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": null,
            "length": 0
          }
        ]
      },
      "issue": "MCP Server Card was not found at the expected path.",
      "howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

mcp.json

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

33 Fail

Needs attention

mcp.json

Failed check
01

Issue

mcp.json was not found at the expected path.

02

Why it matters

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

Check name

mcp.json

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

  1. Fetch to find resource

    mcp.json was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": null,
            "length": 0
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": null,
            "length": 0
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": null,
            "length": 0
          }
        ]
      },
      "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 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": null,
            "length": 0
          }
        ]
      },
      "issue": "Web Bot Auth request signing was not found at the expected path.",
      "howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP manifest

WebMCP manifest failed at "Fetch to find resource".

33 Fail

Needs attention

WebMCP manifest

Failed check
01

Issue

WebMCP manifest was not found at the expected path.

02

Why it matters

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

Check name

WebMCP manifest

Score

0/100

Status

fail

Category

MCP

Maturity

Informational

Goal

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

Result

WebMCP manifest failed at "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    WebMCP manifest was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/webmcp.json",
            "statusCode": 404,
            "contentType": null,
            "length": 0
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": null,
            "length": 0
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": null,
            "length": 0
          }
        ]
      },
      "issue": "WebMCP manifest was not found at the expected path.",
      "howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
    }
  ]
}

AI DiscoverabilityContent ReadinessEmerging recommendation

llms.txt

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

25 Fail

Needs attention

llms.txt

Failed check
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": null,
            "length": 0
          },
          {
            "path": "/llms-full.txt",
            "statusCode": 404,
            "contentType": null,
            "length": 0
          }
        ]
      },
      "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": 18048,
        "excerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, shrink-to-fit=no\"/><link rel=\"preload\" href=\"/assets/fa-brands-400-m1576mx11.woff2\" as=\"font\" crossorigin=\"\"/><link rel=\"preload\" href=",
        "issue": "Markdown response is missing a heading."
      },
      "issue": "Markdown response is missing a heading.",
      "howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Semantic HTML

Semantic HTML is missing or incomplete.

25 Fail

Needs attention

Semantic HTML

Failed check
01

Issue

Semantic HTML is incomplete: skipped heading levels; 23 links missing accessible names; missing alt text on >10% of images.

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": true,
  "headingOrder": false,
  "accessibleLinks": false,
  "accessibleButtons": true,
  "imageAltCoverage": false,
  "formAutocompleteCoverage": true,
  "details": {
    "inaccessibleLinks": [
      "<a href=\"/customers/paycor\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/1TA2rM1w5eGHYypt8QhVjk/621fe013769eaf9032a06ef0ba4e4adc/paycor.svg\" width=\"95.54417375885662\" height=\"32.624839820097385\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
      "<a href=\"/customers/tibco\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/hJ9zo4QqE8eOWqwpjXBmW/027b425b4c4f86e921d5da60b8e3a05d/Tibco_Logo-color.svg\" width=\"92.981603435086\" height=\"33.52397946979291\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
      "<a href=\"/customers/aaa\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/2fZFaxsiQWt8HTBqq9mOLG/df3e5f1a63dac0507434e6f0696029de/aaa.svg\" width=\"72.07765909797396\" height=\"43.24659545878438\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
      "<a href=\"/customers/experian\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/21fZyLyn3st5mZN2sLq992/97964d9b3796488185176e41d4b2df77/experian.svg\" width=\"98.20167754072462\" height=\"31.74195637679988\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
      "<a href=\"/customers/siemens\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/2siYIeDxnhAvs9b6DTZEtw/c527ccd3ac8fad996ff65d8df65693b6/siemens.svg\" width=\"139.9760122528933\" height=\"22.268911040233025\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
      "<a href=\"/customers/billtrust\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/31hpLLkrn8HOF3vTU9hNf7/2bed792a704adae6cfe2c5e40719c6ff/billtrust.svg\" width=\"124.84216764832003\" height=\"24.968433529664008\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
      "<a href=\"/customers/sage\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/CFu63Yf1Zxm3ZeZ5iHhVV/a118c36f688ed62c06cd5fb9dcef5db1/Sage_Logo_Brilliant_Green_RGB__5_.webp\" width=\"74.44148621868499\" height=\"41.873335998010305\" loading=\"lazy\" sizes=\"auto, 100vw\" srcset class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
      "<a href=\"/customers/lexisnexis\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/ldctgEhYZRhADvu2iDaZk/bcf42bfac751b67b82eae313786788b2/lexis_nexis.svg\" width=\"117.9647602613172\" height=\"26.42410629853505\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
      "<a href=\"/customers/baesystems\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/1oOca0qOkFiBwOb0AmgQLy/f15d463e0291fc984ffa2629fb75ff3d/bae_systems.svg\" width=\"142.34197156872114\" height=\"21.89876485672633\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
      "<a href=\"/customers/harrisschoolsolutions\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/17p3SlGbrEqC0FYdTMm1ph/507492245e854518ffe93087672760ac/harris_school_solutions.svg\" width=\"98.47682988034121\" height=\"31.653266747252534\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
      "<a href=\"/customers/ust-global\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/4p7XLT4zM6dM4dDJrjRxPe/1500c9165380b46f478026c22026c0d9/ust_global.svg\" width=\"53.45422263557915\" height=\"58.3136974206318\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
      "<a href=\"/customers/paycor\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/1TA2rM1w5eGHYypt8QhVjk/621fe013769eaf9032a06ef0ba4e4adc/paycor.svg\" width=\"95.54417375885662\" height=\"32.624839820097385\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
      "<a href=\"/customers/tibco\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/hJ9zo4QqE8eOWqwpjXBmW/027b425b4c4f86e921d5da60b8e3a05d/Tibco_Logo-color.svg\" width=\"92.981603435086\" height=\"33.52397946979291\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
      "<a href=\"/customers/aaa\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/2fZFaxsiQWt8HTBqq9mOLG/df3e5f1a63dac0507434e6f0696029de/aaa.svg\" width=\"72.07765909797396\" height=\"43.24659545878438\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
      "<a href=\"/customers/experian\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/21fZyLyn3st5mZN2sLq992/97964d9b3796488185176e41d4b2df77/experian.svg\" width=\"98.20167754072462\" height=\"31.74195637679988\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
      "<a href=\"/customers/siemens\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/2siYIeDxnhAvs9b6DTZEtw/c527ccd3ac8fad996ff65d8df65693b6/siemens.svg\" width=\"139.9760122528933\" height=\"22.268911040233025\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
      "<a href=\"/customers/billtrust\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/31hpLLkrn8HOF3vTU9hNf7/2bed792a704adae6cfe2c5e40719c6ff/billtrust.svg\" width=\"124.84216764832003\" height=\"24.968433529664008\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
      "<a href=\"/customers/sage\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/CFu63Yf1Zxm3ZeZ5iHhVV/a118c36f688ed62c06cd5fb9dcef5db1/Sage_Logo_Brilliant_Green_RGB__5_.webp\" width=\"74.44148621868499\" height=\"41.873335998010305\" loading=\"lazy\" sizes=\"auto, 100vw\" srcset class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
      "<a href=\"/customers/lexisnexis\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/ldctgEhYZRhADvu2iDaZk/bcf42bfac751b67b82eae313786788b2/lexis_nexis.svg\" width=\"117.9647602613172\" height=\"26.42410629853505\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
      "<a href=\"/customers/baesystems\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/1oOca0qOkFiBwOb0AmgQLy/f15d463e0291fc984ffa2629fb75ff3d/bae_systems.svg\" width=\"142.34197156872114\" height=\"21.89876485672633\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
      "<a href=\"/customers/harrisschoolsolutions\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/17p3SlGbrEqC0FYdTMm1ph/507492245e854518ffe93087672760ac/harris_school_solutions.svg\" width=\"98.47682988034121\" height=\"31.653266747252534\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
      "<a href=\"/customers/ust-global\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/4p7XLT4zM6dM4dDJrjRxPe/1500c9165380b46f478026c22026c0d9/ust_global.svg\" width=\"53.45422263557915\" height=\"58.3136974206318\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
      "<a href=\"/roadmaps/overview?utm_source=homepage-product\"> </a>"
    ],
    "inaccessibleButtons": [],
    "missingAutocompleteInputs": [],
    "imagesMissingAlt": [
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/5xcAYgjXbvN5xdcnzYtqlf/b9e261a05b4b393d9fcdd34307b48a0a/dell.svg\" width=\"96.70232724127558\" height=\"32.23410908042519\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/1TA2rM1w5eGHYypt8QhVjk/621fe013769eaf9032a06ef0ba4e4adc/paycor.svg\" width=\"95.54417375885662\" height=\"32.624839820097385\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/hJ9zo4QqE8eOWqwpjXBmW/027b425b4c4f86e921d5da60b8e3a05d/Tibco_Logo-color.svg\" width=\"92.981603435086\" height=\"33.52397946979291\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/2fZFaxsiQWt8HTBqq9mOLG/df3e5f1a63dac0507434e6f0696029de/aaa.svg\" width=\"72.07765909797396\" height=\"43.24659545878438\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/21fZyLyn3st5mZN2sLq992/97964d9b3796488185176e41d4b2df77/experian.svg\" width=\"98.20167754072462\" height=\"31.74195637679988\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/2x8Gl1mXLV5cNDunFeKGCV/c999db51022c7bc109e3a6842e9420a5/blackbaud.svg\" width=\"143.0246707926984\" height=\"21.794235549363567\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/2siYIeDxnhAvs9b6DTZEtw/c527ccd3ac8fad996ff65d8df65693b6/siemens.svg\" width=\"139.9760122528933\" height=\"22.268911040233025\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/31hpLLkrn8HOF3vTU9hNf7/2bed792a704adae6cfe2c5e40719c6ff/billtrust.svg\" width=\"124.84216764832003\" height=\"24.968433529664008\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/CFu63Yf1Zxm3ZeZ5iHhVV/a118c36f688ed62c06cd5fb9dcef5db1/Sage_Logo_Brilliant_Green_RGB__5_.webp\" width=\"74.44148621868499\" height=\"41.873335998010305\" loading=\"lazy\" sizes=\"auto, 100vw\" srcset class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/ldctgEhYZRhADvu2iDaZk/bcf42bfac751b67b82eae313786788b2/lexis_nexis.svg\" width=\"117.9647602613172\" height=\"26.42410629853505\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/1oOca0qOkFiBwOb0AmgQLy/f15d463e0291fc984ffa2629fb75ff3d/bae_systems.svg\" width=\"142.34197156872114\" height=\"21.89876485672633\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/17p3SlGbrEqC0FYdTMm1ph/507492245e854518ffe93087672760ac/harris_school_solutions.svg\" width=\"98.47682988034121\" height=\"31.653266747252534\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/4p7XLT4zM6dM4dDJrjRxPe/1500c9165380b46f478026c22026c0d9/ust_global.svg\" width=\"53.45422263557915\" height=\"58.3136974206318\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/5xcAYgjXbvN5xdcnzYtqlf/b9e261a05b4b393d9fcdd34307b48a0a/dell.svg\" width=\"96.70232724127558\" height=\"32.23410908042519\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/1TA2rM1w5eGHYypt8QhVjk/621fe013769eaf9032a06ef0ba4e4adc/paycor.svg\" width=\"95.54417375885662\" height=\"32.624839820097385\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/hJ9zo4QqE8eOWqwpjXBmW/027b425b4c4f86e921d5da60b8e3a05d/Tibco_Logo-color.svg\" width=\"92.981603435086\" height=\"33.52397946979291\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/2fZFaxsiQWt8HTBqq9mOLG/df3e5f1a63dac0507434e6f0696029de/aaa.svg\" width=\"72.07765909797396\" height=\"43.24659545878438\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/21fZyLyn3st5mZN2sLq992/97964d9b3796488185176e41d4b2df77/experian.svg\" width=\"98.20167754072462\" height=\"31.74195637679988\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/2x8Gl1mXLV5cNDunFeKGCV/c999db51022c7bc109e3a6842e9420a5/blackbaud.svg\" width=\"143.0246707926984\" height=\"21.794235549363567\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/2siYIeDxnhAvs9b6DTZEtw/c527ccd3ac8fad996ff65d8df65693b6/siemens.svg\" width=\"139.9760122528933\" height=\"22.268911040233025\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/31hpLLkrn8HOF3vTU9hNf7/2bed792a704adae6cfe2c5e40719c6ff/billtrust.svg\" width=\"124.84216764832003\" height=\"24.968433529664008\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/CFu63Yf1Zxm3ZeZ5iHhVV/a118c36f688ed62c06cd5fb9dcef5db1/Sage_Logo_Brilliant_Green_RGB__5_.webp\" width=\"74.44148621868499\" height=\"41.873335998010305\" loading=\"lazy\" sizes=\"auto, 100vw\" srcset class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/ldctgEhYZRhADvu2iDaZk/bcf42bfac751b67b82eae313786788b2/lexis_nexis.svg\" width=\"117.9647602613172\" height=\"26.42410629853505\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/1oOca0qOkFiBwOb0AmgQLy/f15d463e0291fc984ffa2629fb75ff3d/bae_systems.svg\" width=\"142.34197156872114\" height=\"21.89876485672633\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/17p3SlGbrEqC0FYdTMm1ph/507492245e854518ffe93087672760ac/harris_school_solutions.svg\" width=\"98.47682988034121\" height=\"31.653266747252534\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
      "<img src=\"https://images.ctfassets.net/4zfc07om50my/4p7XLT4zM6dM4dDJrjRxPe/1500c9165380b46f478026c22026c0d9/ust_global.svg\" width=\"53.45422263557915\" height=\"58.3136974206318\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">"
    ],
    "skippedHeadingLevels": [
      "h1: Go from product discovery to delivery with AI",
      "h4: Join a weekly product demo with one of our experts",
      "h2: Use the world's #1 product management software",
      "h2: Create a visual roadmap",
      "h2: Jump-start product discovery",
      "h2: Capture customer feedback",
      "h2: Explore new concepts",
      "h2: Create business applications",
      "h2: Connect product and engineering",
      "h2: Manage project delivery",
      "h2: Centralize product information",
      "h2: Dare to deliver",
      "h4: planning efficiency gains",
      "h4: hours saved annually",
      "h4: less time tracking status",
      "h4: teams aligned on strategy",
      "h4: consolidation of product tools",
      "h4: faster reporting",
      "h2: The leader in product development software",
      "h3: Resources for product teams",
      "h5: Aha! Builder is now available!",
      "h5: Managing AI app development",
      "h5: The psychology of token remorse",
      "h5: Aha! wins an Edison Award",
      "h5: Stop the slopware",
      "h5: What is the voice of the customer?"
    ]
  },
  "counts": {
    "h1": 1,
    "headings": 26,
    "links": 171,
    "inaccessibleLinks": 23,
    "buttons": 32,
    "inaccessibleButtons": 0,
    "images": 58,
    "imagesWithAlt": 32,
    "autocompleteInputs": 0,
    "inputsWithAutocomplete": 0,
    "missingAutocompleteInputs": 0
  }
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

A2A Agent Card

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

20 Fail

Needs attention

A2A Agent Card

Failed check
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": null,
            "length": 0
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": null,
            "length": 0
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": null,
            "length": 0
          }
        ]
      },
      "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": null,
            "length": 0
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": null,
            "length": 0
          }
        ]
      },
      "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": null,
            "length": 0
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": null,
            "length": 0
          }
        ]
      },
      "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": null,
            "length": 0
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": null,
            "length": 0
          }
        ]
      },
      "issue": "agents.json was not found at the expected path.",
      "howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is partially implemented.

19 Warning

Needs attention

Content freshness signals

Warning
01

Issue

Content freshness signals are incomplete: missing Last-Modified HTTP header; missing dateModified/datePublished in JSON-LD.

02

Why it matters

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

Check name

Content freshness signals

Score

25/100

Status

warning

Category

Content Readiness

Maturity

Established

Goal

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

Result

Content freshness signals is partially implemented.

Evidence
{
  "lastModified": null,
  "schemaDates": [],
  "metaDateCount": 1,
  "timeDateCount": 0
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

DNS-AID Agent Discovery

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

15 Fail

Needs attention

DNS-AID Agent Discovery

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

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

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

9 Fail

Needs attention

AIO: Source and trust signals

Failed check
01

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

02

Why it matters

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

Check name

AIO: Source and trust signals

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "/blog",
      "text": "Aha! blogGain insights on company and product building",
      "html": "<a class=\"no-underline relative\" href=\"/blog\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Aha! blog</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Gain insights on company and product building</div></a>"
    },
    {
      "href": "/blog/the-new-era-of-pm-coding-is-not-about-vibes?utm_source=mainnav",
      "text": "The new era of PM codingTake a disciplined approach to building lovable software with AI.Read more →",
      "html": "<a class=\"no-underline\" aria-label=\"The new era of PM coding\" href=\"/blog/the-new-era-of-pm-coding-is-not-about-vibes?utm_source=mainnav\"><img src=\"/assets/resources-obfdfq6gz.webp\" alt=\"Resources\" class=\"rounded-lg shadow-lg\" fetchpriority=\"low\"><p class=\"text-dark-800 text-base leading-tight text-pretty font-bold mt-3\">The new era of PM coding</p><p class=\"text-pint leading-normal text-gray-600 text-pretty line-clamp-3 h-auto mt-1\">Take a disciplined approach to building lovable software wi..."
    },
    {
      "href": "/company/about",
      "text": "About usLearn what makes us so different",
      "html": "<a class=\"no-underline relative\" href=\"/company/about\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">About us</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Learn what makes us so different</div></a>"
    },
    {
      "href": "/company/history",
      "text": "HistoryBuilding a company that puts people first",
      "html": "<a class=\"no-underline relative\" href=\"/company/history\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">History</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Building a company that puts people first</div></a>"
    },
    {
      "href": "/company/the-responsive-method",
      "text": "The Responsive MethodOur framework for business growth",
      "html": "<a class=\"no-underline relative\" href=\"/company/the-responsive-method\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">The Responsive Method</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Our framework for business growth</div></a>"
    },
    {
      "href": "/company/team",
      "text": "TeamMeet the people driving our success",
      "html": "<a class=\"no-underline relative\" href=\"/company/team\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Team</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Meet the people driving our success</div></a>"
    },
    {
      "href": "/company/careers",
      "text": "CareersLove your job and build what matters",
      "html": "<a class=\"no-underline relative\" href=\"/company/careers\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Careers</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Love your job and build what matters</div></a>"
    },
    {
      "href": "/company/careers/benefits",
      "text": "BenefitsWe put people and profit first",
      "html": "<a class=\"no-underline relative\" href=\"/company/careers/benefits\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Benefits</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">We put people and profit first</div></a>"
    },
    {
      "href": "/company/careers/current-openings?utm_source=mainnav",
      "text": "Join our Customer Success teamShape how product teams everywhere build lovable software.Apply →",
      "html": "<a class=\"no-underline\" aria-label=\"Join our Customer Success team\" href=\"/company/careers/current-openings?utm_source=mainnav\"><img src=\"/assets/company-kb4vi0jws.webp\" alt=\"Company\" class=\"rounded-lg shadow-lg\" fetchpriority=\"low\"><p class=\"text-dark-800 text-base leading-tight text-pretty font-bold mt-3\">Join our Customer Success team</p><p class=\"text-pint leading-normal text-gray-600 text-pretty line-clamp-3 h-auto mt-1\">Shape how product teams everywhere build lovable software.</p><div..."
    },
    {
      "href": "/company/contact",
      "text": "Ask us anything",
      "html": "<a href=\"/company/contact\" target=\"_blank\"> <strong>Ask us anything</strong></a>"
    },
    {
      "href": "/customers/baesystems",
      "text": "BAE Systems30%less time tracking status“Aha! provides a real-time ‘State of the Union’ of everything we need to know about our product portfolio.”Read more",
      "html": "<a class=\"DataCard col-span-4 max-w-(--frame-item-4-col-width) shadow-frame-item hover:shadow-frame-item-hover p-6 cursor-pointer group embiggen focus-within:ring-3 focus-within:ring-sapphire-500 no-animated-line no-underline rounded-xl bg-gray-50\" data-testid=\"DataCard\" href=\"/customers/baesystems\"><span class=\"px-3 py-1 mr-2 rounded-full text-center meta-sm text-gray-900 max-w-[32ch] inline-block truncate bg-gray-200 font-medium\">BAE Systems</span><div class=\"title-0 text-sapphire-500 text-..."
    },
    {
      "href": "/company/about",
      "text": "About us",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/about\">About us</a>"
    },
    {
      "href": "/company/history",
      "text": "History",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/history\">History</a>"
    },
    {
      "href": "/company/team",
      "text": "Team",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/team\">Team</a>"
    },
    {
      "href": "/company/careers",
      "text": "Careers",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/careers\">Careers</a>"
    },
    {
      "href": "/company/diversity",
      "text": "Diversity",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/diversity\">Diversity</a>"
    },
    {
      "href": "/company/careers/benefits",
      "text": "Benefits",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/careers/benefits\">Benefits</a>"
    },
    {
      "href": "/company/cares",
      "text": "Aha! Cares",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/cares\">Aha! Cares </a>"
    },
    {
      "href": "https://www.bootstrap.company/",
      "text": "Bootstrap Movement",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"https://www.bootstrap.company/\" target=\"_blank\" rel=\"noopener noreferrer\">Bootstrap Movement</a>"
    },
    {
      "href": "/company/contact",
      "text": "Submit a note",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/contact\" target=\"_blank\">Submit a note</a>"
    },
    {
      "href": "https://www.linkedin.com/company/aha-labs-inc-/",
      "text": "Find us on Linkedin",
      "html": "<a href=\"https://www.linkedin.com/company/aha-labs-inc-/\" class=\"no-underline no-animated-line leading-none transition-[filter] hover:brightness-125 focus:brightness-125\" title=\"Find us on Linkedin\"><span class=\"sr-only\">Find us on Linkedin</span><img class=\"fab size-6 object-contain\" alt src=\"/assets/linkedin-mll8zmu1u.svg\"></a>"
    },
    {
      "href": "/blog/lets-talk-about-product-management-slopware",
      "text": "Stop the slopwareProduct teams can move faster with AI. But they still need strategic thinking to avoid building \"slopware.\"Read more",
      "html": "<a class=\"ImageCard w-full flex flex-col rounded-lg overflow-hidden shadow-frame-item hover:shadow-frame-item-hover no-animated-line no-underline focus-within:ring-3 focus-within:ring-sapphire-500 theme theme--white col-span-4 max-w-(--frame-item-4-col-width) cursor-pointer group embiggen\" data-testid=\"ImageCard\" href=\"/blog/lets-talk-about-product-management-slopware\"><div class=\"Image Image--homepage--resources-for-product-teams--image--slot-5\" style=\"--aspect-ratio:16 / 9\"><img src=\"https:..."
    }
  ],
  "contactLinks": [
    {
      "href": "/product/customer-success",
      "text": "Customer successReceive expert support",
      "html": "<a class=\"no-underline relative\" href=\"/product/customer-success\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Customer success</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Receive expert support</div></a>"
    },
    {
      "href": "/blog/introducing-the-ai-prompt-library-for-product-development-teams?utm_source=mainnav",
      "text": "AI prompts built for product teamsFrom user interviews to feature specs — get help at every step.Learn more →",
      "html": "<a class=\"no-underline\" aria-label=\"AI prompts built for product teams\" href=\"/blog/introducing-the-ai-prompt-library-for-product-development-teams?utm_source=mainnav\"><img src=\"/assets/solutions-nkfru88yx.webp\" alt=\"Solutions\" class=\"rounded-lg shadow-lg\" fetchpriority=\"low\"><p class=\"text-dark-800 text-base leading-tight text-pretty font-bold mt-3\">AI prompts built for product teams</p><p class=\"text-pint leading-normal text-gray-600 text-pretty line-clamp-3 h-auto mt-1\">From user interview..."
    },
    {
      "href": "/support",
      "text": "Support knowledge baseRead step-by-step guidance on Aha! products",
      "html": "<a class=\"no-underline relative\" href=\"/support\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Support knowledge base</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Read step-by-step guidance on Aha! products</div></a>"
    },
    {
      "href": "/support/videos",
      "text": "How-to videosSee best practices for using the Aha! suite",
      "html": "<a class=\"no-underline relative\" href=\"/support/videos\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">How-to videos</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">See best practices for using the Aha! suite</div></a>"
    },
    {
      "href": "/company/contact",
      "text": "Ask us anything",
      "html": "<a href=\"/company/contact\" target=\"_blank\"> <strong>Ask us anything</strong></a>"
    },
    {
      "href": "/customers/simplelegal",
      "text": "SimpleLegal5:1consolidation of product tools“We are far more empathetic to our customers’ needs. Aha! helps us crystalize their real pain points.”Read more",
      "html": "<a class=\"DataCard col-span-4 max-w-(--frame-item-4-col-width) shadow-frame-item hover:shadow-frame-item-hover p-6 cursor-pointer group embiggen focus-within:ring-3 focus-within:ring-sapphire-500 no-animated-line no-underline rounded-xl bg-gray-50\" data-testid=\"DataCard\" href=\"/customers/simplelegal\"><span class=\"px-3 py-1 mr-2 rounded-full text-center meta-sm text-gray-900 max-w-[32ch] inline-block truncate bg-gray-200 font-medium\">SimpleLegal</span><div class=\"title-0 text-sapphire-500 text..."
    },
    {
      "href": "/support/videos",
      "text": "How-to videos",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/support/videos\">How-to videos</a>"
    },
    {
      "href": "/support",
      "text": "Support knowledge base",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/support\">Support knowledge base</a>"
    },
    {
      "href": "/company/contact",
      "text": "Submit a note",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/contact\" target=\"_blank\">Submit a note</a>"
    },
    {
      "href": "mailto:[email protected]",
      "text": "Email [email protected]",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"mailto:[email protected]\">Email [email protected]</a>"
    },
    {
      "href": "/blog/aha-wins-bronze-edison-award-breakthrough-product-discovery-offering",
      "text": "Aha! wins an Edison AwardAha! Discovery won a bronze Edison Award for helping turn customer feedback into actionable insightsRead more",
      "html": "<a class=\"ImageCard w-full flex flex-col rounded-lg overflow-hidden shadow-frame-item hover:shadow-frame-item-hover no-animated-line no-underline focus-within:ring-3 focus-within:ring-sapphire-500 theme theme--white col-span-4 max-w-(--frame-item-4-col-width) cursor-pointer group embiggen\" data-testid=\"ImageCard\" href=\"/blog/aha-wins-bronze-edison-award-breakthrough-product-discovery-offering\"><div class=\"Image Image--homepage--resources-for-product-teams--image--slot-4\" style=\"--aspect-ratio..."
    }
  ],
  "privacyLinks": [
    {
      "href": "/roadmapping/guide/dictionary",
      "text": "Product dictionaryGet familiar with product development terms",
      "html": "<a class=\"no-underline relative\" href=\"/roadmapping/guide/dictionary\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Product dictionary</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Get familiar with product development terms</div></a>"
    },
    {
      "href": "/legal/privacy_policy",
      "text": "Privacy policy",
      "html": "<a class=\"text-inherit\" href=\"/legal/privacy_policy\">Privacy policy</a>"
    },
    {
      "href": "/legal/terms_of_service",
      "text": "Terms of service",
      "html": "<a class=\"text-inherit\" href=\"/legal/terms_of_service\">Terms of service</a>"
    }
  ],
  "score": 40,
  "weight": 20
}

Agent Ease of UseAPIEstablished

OpenAPI discovery

OpenAPI discovery has a validation warning at "Check machine-usable API details".

9 Warning

Needs attention

OpenAPI discovery

Warning
01

Issue

OpenAPI is valid, but missing schemas, parameters, servers, or security details reduce machine usability.

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

83/100

Status

warning

Category

API

Maturity

Established

Goal

Publish a valid OpenAPI or Swagger document for API discovery.

Result

OpenAPI discovery has a validation warning at "Check machine-usable API details".

Validation steps

  1. Check machine-usable API details

    OpenAPI is valid, but missing schemas, parameters, servers, or security details reduce machine usability.

Evidence
{
  "failedStep": "machine-usable-detail",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch OpenAPI document",
      "status": "pass",
      "evidence": {
        "found": "/openapi.json",
        "statusCode": 200,
        "contentType": "application/json"
      }
    },
    {
      "id": "validate",
      "title": "Validate baseline OpenAPI structure",
      "status": "pass",
      "evidence": {
        "valid": true,
        "compatibleContentType": true,
        "format": "json",
        "version": "3.1.0",
        "pathCount": 198,
        "operationCount": 300,
        "operationWarnings": [
          {
            "path": "/api/v1/account_backups",
            "method": "post",
            "field": "requestBody",
            "issue": "Mutating operation has no requestBody schema."
          },
          {
            "path": "/api/v1/account_backups/{id}.tgz",
            "method": "get",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/attachments/{attachment_id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/comments/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/products/{product_id}/competitors/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/products/{product_id}/creative_briefs/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/features/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/requirements/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/ideas/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/custom_object_records/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/deletions/{id}/restore",
            "method": "post",
            "field": "requestBody",
            "issue": "Mutating operation has no requestBody schema."
          },
          {
            "path": "/api/v1/epics/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/features/{id}/convert_to_epic",
            "method": "post",
            "field": "requestBody",
            "issue": "Mutating operation has no requestBody schema."
          },
          {
            "path": "/api/v1/ideas/{idea_id}/idea_comments/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/ideas/{idea_id}/endorsements/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/idea_organizations/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/ideas/{idea_id}/subscriptions/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/idea_users/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/products/{product_id}/initiatives/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/integration_fields/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/key_results/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/pages/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/products/{product_id}/personas/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/idea_portals/{idea_portal_id}/portal_users/{portal_user_id}/portal_user_subscriptions/subscribe_to_all",
            "method": "post",
            "field": "requestBody",
            "issue": "Mutating operation has no requestBody schema."
          },
          {
            "path": "/api/v1/idea_portals/{idea_portal_id}/portal_users/{portal_user_id}/portal_user_subscriptions/subscribe_to_all",
            "method": "post",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/idea_portals/{idea_portal_id}/portal_users/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/record_links/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/{record_type}/{id}/record_links",
            "method": "post",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/release_phases/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/releases/{id}/duplicate",
            "method": "post",
            "field": "requestBody",
            "issue": "Mutating operation has no requestBody schema."
          },
          {
            "path": "/api/v1/products/{product_id}/releases/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/requirements/{id}/convert_to_feature",
            "method": "post",
            "field": "requestBody",
            "issue": "Mutating operation has no requestBody schema."
          },
          {
            "path": "/api/v1/schedulable_changes/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/products/{product_id}/goals/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/tasks/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/team_members/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/teams/{team_id}/team_memberships",
            "method": "post",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/teams/{team_id}/team_memberships/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/teams/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/time_tracking_events/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/users/{id}/product_roles/{product_id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/users/{id}/user_roles/{product_id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/webhooks/{token}",
            "method": "post",
            "field": "requestBody",
            "issue": "Mutating operation has no requestBody schema."
          },
          {
            "path": "/api/v1/webhooks/{token}",
            "method": "post",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/webhooks/{token}",
            "method": "get",
            "field": "responses",
            "issue": "No response schema declared."
          }
        ],
        "hasServers": true,
        "hasSecuritySchemes": true,
        "hasExplicitNoAuth": false,
        "rawExcerpt": "{\n  \"openapi\": \"3.1.0\",\n  \"info\": {\n    \"title\": \"Aha! API\",\n    \"version\": \"1.0.0\",\n    \"description\": \"Complete API documentation for Aha! generated from actual test responses\",\n    \"contact\": {\n      \"name\": \"Aha! Support\",\n      \"url\": \"https://www.aha.io/support\"\n    }\n  },\n  \"servers\": [\n    {\n      \"url\": \"https://{account-domain}.aha.io/api/v1\",\n      \"description\": \"Aha! API Server\",\n      \"variables\": {\n        \"account-domain\": {\n          \"description\": \"Your Aha! account domain\",\n          \"default\": \"company\"\n        }\n      }\n    }\n  ],\n  \"components\": {\n    \"schemas\": {\n      \"AccountbackupsGetResponse\": {\n        \"type\": \"object\",\n        \"properties\": {\n          \"account_backup\": {\n            \"type\": \"object\",\n            \"properties\": {\n              \"id\": {\n          "
      }
    },
    {
      "id": "machine-usable-detail",
      "title": "Check machine-usable API details",
      "status": "warning",
      "evidence": {
        "warningCount": 45,
        "warnings": [
          {
            "path": "/api/v1/account_backups",
            "method": "post",
            "field": "requestBody",
            "issue": "Mutating operation has no requestBody schema."
          },
          {
            "path": "/api/v1/account_backups/{id}.tgz",
            "method": "get",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/attachments/{attachment_id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/comments/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/products/{product_id}/competitors/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/products/{product_id}/creative_briefs/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/features/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/requirements/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/ideas/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/custom_object_records/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/deletions/{id}/restore",
            "method": "post",
            "field": "requestBody",
            "issue": "Mutating operation has no requestBody schema."
          },
          {
            "path": "/api/v1/epics/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/features/{id}/convert_to_epic",
            "method": "post",
            "field": "requestBody",
            "issue": "Mutating operation has no requestBody schema."
          },
          {
            "path": "/api/v1/ideas/{idea_id}/idea_comments/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/ideas/{idea_id}/endorsements/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/idea_organizations/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/ideas/{idea_id}/subscriptions/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/idea_users/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/products/{product_id}/initiatives/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          },
          {
            "path": "/api/v1/integration_fields/{id}",
            "method": "delete",
            "field": "responses",
            "issue": "No response schema declared."
          }
        ],
        "hasServers": true,
        "hasSecuritySchemes": true,
        "hasExplicitNoAuth": false
      },
      "issue": "OpenAPI is valid, but missing schemas, parameters, servers, or security details reduce machine usability.",
      "howToFix": "Add servers, parameters, request bodies, response schemas, and security or explicit no-auth declarations where they apply."
    }
  ]
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

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

6 Fail

Needs attention

AEO: Answer evidence and trust

Failed check
01

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

02

Why it matters

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

Check name

AEO: Answer evidence and trust

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "/blog",
      "text": "Aha! blogGain insights on company and product building",
      "html": "<a class=\"no-underline relative\" href=\"/blog\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Aha! blog</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Gain insights on company and product building</div></a>"
    },
    {
      "href": "/blog/the-new-era-of-pm-coding-is-not-about-vibes?utm_source=mainnav",
      "text": "The new era of PM codingTake a disciplined approach to building lovable software with AI.Read more →",
      "html": "<a class=\"no-underline\" aria-label=\"The new era of PM coding\" href=\"/blog/the-new-era-of-pm-coding-is-not-about-vibes?utm_source=mainnav\"><img src=\"/assets/resources-obfdfq6gz.webp\" alt=\"Resources\" class=\"rounded-lg shadow-lg\" fetchpriority=\"low\"><p class=\"text-dark-800 text-base leading-tight text-pretty font-bold mt-3\">The new era of PM coding</p><p class=\"text-pint leading-normal text-gray-600 text-pretty line-clamp-3 h-auto mt-1\">Take a disciplined approach to building lovable software wi..."
    },
    {
      "href": "/company/about",
      "text": "About usLearn what makes us so different",
      "html": "<a class=\"no-underline relative\" href=\"/company/about\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">About us</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Learn what makes us so different</div></a>"
    },
    {
      "href": "/company/history",
      "text": "HistoryBuilding a company that puts people first",
      "html": "<a class=\"no-underline relative\" href=\"/company/history\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">History</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Building a company that puts people first</div></a>"
    },
    {
      "href": "/company/the-responsive-method",
      "text": "The Responsive MethodOur framework for business growth",
      "html": "<a class=\"no-underline relative\" href=\"/company/the-responsive-method\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">The Responsive Method</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Our framework for business growth</div></a>"
    },
    {
      "href": "/company/team",
      "text": "TeamMeet the people driving our success",
      "html": "<a class=\"no-underline relative\" href=\"/company/team\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Team</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Meet the people driving our success</div></a>"
    },
    {
      "href": "/company/careers",
      "text": "CareersLove your job and build what matters",
      "html": "<a class=\"no-underline relative\" href=\"/company/careers\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Careers</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Love your job and build what matters</div></a>"
    },
    {
      "href": "/company/careers/benefits",
      "text": "BenefitsWe put people and profit first",
      "html": "<a class=\"no-underline relative\" href=\"/company/careers/benefits\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Benefits</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">We put people and profit first</div></a>"
    },
    {
      "href": "/company/careers/current-openings?utm_source=mainnav",
      "text": "Join our Customer Success teamShape how product teams everywhere build lovable software.Apply →",
      "html": "<a class=\"no-underline\" aria-label=\"Join our Customer Success team\" href=\"/company/careers/current-openings?utm_source=mainnav\"><img src=\"/assets/company-kb4vi0jws.webp\" alt=\"Company\" class=\"rounded-lg shadow-lg\" fetchpriority=\"low\"><p class=\"text-dark-800 text-base leading-tight text-pretty font-bold mt-3\">Join our Customer Success team</p><p class=\"text-pint leading-normal text-gray-600 text-pretty line-clamp-3 h-auto mt-1\">Shape how product teams everywhere build lovable software.</p><div..."
    },
    {
      "href": "/company/contact",
      "text": "Ask us anything",
      "html": "<a href=\"/company/contact\" target=\"_blank\"> <strong>Ask us anything</strong></a>"
    },
    {
      "href": "/customers/baesystems",
      "text": "BAE Systems30%less time tracking status“Aha! provides a real-time ‘State of the Union’ of everything we need to know about our product portfolio.”Read more",
      "html": "<a class=\"DataCard col-span-4 max-w-(--frame-item-4-col-width) shadow-frame-item hover:shadow-frame-item-hover p-6 cursor-pointer group embiggen focus-within:ring-3 focus-within:ring-sapphire-500 no-animated-line no-underline rounded-xl bg-gray-50\" data-testid=\"DataCard\" href=\"/customers/baesystems\"><span class=\"px-3 py-1 mr-2 rounded-full text-center meta-sm text-gray-900 max-w-[32ch] inline-block truncate bg-gray-200 font-medium\">BAE Systems</span><div class=\"title-0 text-sapphire-500 text-..."
    },
    {
      "href": "/company/about",
      "text": "About us",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/about\">About us</a>"
    },
    {
      "href": "/company/history",
      "text": "History",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/history\">History</a>"
    },
    {
      "href": "/company/team",
      "text": "Team",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/team\">Team</a>"
    },
    {
      "href": "/company/careers",
      "text": "Careers",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/careers\">Careers</a>"
    },
    {
      "href": "/company/diversity",
      "text": "Diversity",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/diversity\">Diversity</a>"
    },
    {
      "href": "/company/careers/benefits",
      "text": "Benefits",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/careers/benefits\">Benefits</a>"
    },
    {
      "href": "/company/cares",
      "text": "Aha! Cares",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/cares\">Aha! Cares </a>"
    },
    {
      "href": "https://www.bootstrap.company/",
      "text": "Bootstrap Movement",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"https://www.bootstrap.company/\" target=\"_blank\" rel=\"noopener noreferrer\">Bootstrap Movement</a>"
    },
    {
      "href": "/company/contact",
      "text": "Submit a note",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/contact\" target=\"_blank\">Submit a note</a>"
    },
    {
      "href": "https://www.linkedin.com/company/aha-labs-inc-/",
      "text": "Find us on Linkedin",
      "html": "<a href=\"https://www.linkedin.com/company/aha-labs-inc-/\" class=\"no-underline no-animated-line leading-none transition-[filter] hover:brightness-125 focus:brightness-125\" title=\"Find us on Linkedin\"><span class=\"sr-only\">Find us on Linkedin</span><img class=\"fab size-6 object-contain\" alt src=\"/assets/linkedin-mll8zmu1u.svg\"></a>"
    },
    {
      "href": "/blog/lets-talk-about-product-management-slopware",
      "text": "Stop the slopwareProduct teams can move faster with AI. But they still need strategic thinking to avoid building \"slopware.\"Read more",
      "html": "<a class=\"ImageCard w-full flex flex-col rounded-lg overflow-hidden shadow-frame-item hover:shadow-frame-item-hover no-animated-line no-underline focus-within:ring-3 focus-within:ring-sapphire-500 theme theme--white col-span-4 max-w-(--frame-item-4-col-width) cursor-pointer group embiggen\" data-testid=\"ImageCard\" href=\"/blog/lets-talk-about-product-management-slopware\"><div class=\"Image Image--homepage--resources-for-product-teams--image--slot-5\" style=\"--aspect-ratio:16 / 9\"><img src=\"https:..."
    }
  ],
  "contactLinks": [
    {
      "href": "/product/customer-success",
      "text": "Customer successReceive expert support",
      "html": "<a class=\"no-underline relative\" href=\"/product/customer-success\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Customer success</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Receive expert support</div></a>"
    },
    {
      "href": "/blog/introducing-the-ai-prompt-library-for-product-development-teams?utm_source=mainnav",
      "text": "AI prompts built for product teamsFrom user interviews to feature specs — get help at every step.Learn more →",
      "html": "<a class=\"no-underline\" aria-label=\"AI prompts built for product teams\" href=\"/blog/introducing-the-ai-prompt-library-for-product-development-teams?utm_source=mainnav\"><img src=\"/assets/solutions-nkfru88yx.webp\" alt=\"Solutions\" class=\"rounded-lg shadow-lg\" fetchpriority=\"low\"><p class=\"text-dark-800 text-base leading-tight text-pretty font-bold mt-3\">AI prompts built for product teams</p><p class=\"text-pint leading-normal text-gray-600 text-pretty line-clamp-3 h-auto mt-1\">From user interview..."
    },
    {
      "href": "/support",
      "text": "Support knowledge baseRead step-by-step guidance on Aha! products",
      "html": "<a class=\"no-underline relative\" href=\"/support\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Support knowledge base</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Read step-by-step guidance on Aha! products</div></a>"
    },
    {
      "href": "/support/videos",
      "text": "How-to videosSee best practices for using the Aha! suite",
      "html": "<a class=\"no-underline relative\" href=\"/support/videos\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">How-to videos</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">See best practices for using the Aha! suite</div></a>"
    },
    {
      "href": "/company/contact",
      "text": "Ask us anything",
      "html": "<a href=\"/company/contact\" target=\"_blank\"> <strong>Ask us anything</strong></a>"
    },
    {
      "href": "/customers/simplelegal",
      "text": "SimpleLegal5:1consolidation of product tools“We are far more empathetic to our customers’ needs. Aha! helps us crystalize their real pain points.”Read more",
      "html": "<a class=\"DataCard col-span-4 max-w-(--frame-item-4-col-width) shadow-frame-item hover:shadow-frame-item-hover p-6 cursor-pointer group embiggen focus-within:ring-3 focus-within:ring-sapphire-500 no-animated-line no-underline rounded-xl bg-gray-50\" data-testid=\"DataCard\" href=\"/customers/simplelegal\"><span class=\"px-3 py-1 mr-2 rounded-full text-center meta-sm text-gray-900 max-w-[32ch] inline-block truncate bg-gray-200 font-medium\">SimpleLegal</span><div class=\"title-0 text-sapphire-500 text..."
    },
    {
      "href": "/support/videos",
      "text": "How-to videos",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/support/videos\">How-to videos</a>"
    },
    {
      "href": "/support",
      "text": "Support knowledge base",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/support\">Support knowledge base</a>"
    },
    {
      "href": "/company/contact",
      "text": "Submit a note",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/contact\" target=\"_blank\">Submit a note</a>"
    },
    {
      "href": "mailto:[email protected]",
      "text": "Email [email protected]",
      "html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"mailto:[email protected]\">Email [email protected]</a>"
    },
    {
      "href": "/blog/aha-wins-bronze-edison-award-breakthrough-product-discovery-offering",
      "text": "Aha! wins an Edison AwardAha! Discovery won a bronze Edison Award for helping turn customer feedback into actionable insightsRead more",
      "html": "<a class=\"ImageCard w-full flex flex-col rounded-lg overflow-hidden shadow-frame-item hover:shadow-frame-item-hover no-animated-line no-underline focus-within:ring-3 focus-within:ring-sapphire-500 theme theme--white col-span-4 max-w-(--frame-item-4-col-width) cursor-pointer group embiggen\" data-testid=\"ImageCard\" href=\"/blog/aha-wins-bronze-edison-award-breakthrough-product-discovery-offering\"><div class=\"Image Image--homepage--resources-for-product-teams--image--slot-4\" style=\"--aspect-ratio..."
    }
  ],
  "privacyLinks": [
    {
      "href": "/roadmapping/guide/dictionary",
      "text": "Product dictionaryGet familiar with product development terms",
      "html": "<a class=\"no-underline relative\" href=\"/roadmapping/guide/dictionary\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Product dictionary</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Get familiar with product development terms</div></a>"
    },
    {
      "href": "/legal/privacy_policy",
      "text": "Privacy policy",
      "html": "<a class=\"text-inherit\" href=\"/legal/privacy_policy\">Privacy policy</a>"
    },
    {
      "href": "/legal/terms_of_service",
      "text": "Terms of service",
      "html": "<a class=\"text-inherit\" href=\"/legal/terms_of_service\">Terms of service</a>"
    }
  ],
  "score": 40,
  "weight": 22
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

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

5 Warning

Needs attention

AEO: Answer-first sections

Warning
01

Issue

12 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": 12,
  "passing": 0,
  "failing": [
    {
      "heading": "Use the world's #1 product management software",
      "headingHtml": "<h2 style=\"text-align:center\" id=\"use-the-worlds-1-product-management-software\" class>Use the world&apos;s #1 product management software</h2>",
      "firstParagraph": "A complete suite of tools — with a powerful AI assistant — to quickly deliver what customers value",
      "paragraphHtml": "<p style=\"text-align:center\" class=\"subheading-one\"><span>A complete suite of tools &#x2014; with a powerful AI assistant &#x2014; to quickly deliver what customers value </span></p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Create a visual roadmap",
      "headingHtml": "<h2 id=\"create-a-visual-roadmap\" class>Create a visual roadmap</h2>",
      "firstParagraph": "Build what customers love — set brilliant strategy, prioritize features, and share visual plans.",
      "paragraphHtml": "<p>Build what customers love &#x2014; set brilliant strategy, prioritize features, and share visual plans. </p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Jump-start product discovery",
      "headingHtml": "<h2 id=\"jump-start-product-discovery\" class>Jump-start product discovery </h2>",
      "firstParagraph": "Create a research center — centralize customer interviews, uncover learnings, and link insights to roadmap plans.",
      "paragraphHtml": "<p>Create a research center &#x2014; centralize customer interviews, uncover learnings, and link insights to roadmap plans. </p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "Capture customer feedback",
      "headingHtml": "<h2 id=\"capture-customer-feedback\" class>Capture customer feedback</h2>",
      "firstParagraph": "Streamline idea management — collect user requests, track voting trends, and prioritize what drives revenue.",
      "paragraphHtml": "<p>Streamline idea management &#x2014; collect user requests, track voting trends, and prioritize what drives revenue. </p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "Explore new concepts",
      "headingHtml": "<h2 style=\"text-align:left\" id=\"explore-new-concepts\" class>Explore new concepts</h2>",
      "firstParagraph": "Unleash your creativity — diagram new concepts, create wireframes, and collaborate on early plans with the team.",
      "paragraphHtml": "<p style=\"text-align:left\">Unleash your creativity &#x2014; diagram new concepts, create wireframes, and collaborate on early plans with the team.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Create business applications",
      "headingHtml": "<h2 id=\"create-business-applications\" class>Create business applications </h2>",
      "firstParagraph": "Become a builder — product managers can now develop prototypes and trusted internal tools in less than an hour.",
      "paragraphHtml": "<p>Become a builder &#x2014; product managers can now develop prototypes and trusted internal tools in less than an hour. </p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "Connect product and engineering",
      "headingHtml": "<h2 id=\"connect-product-and-engineering\" class>Connect product and engineering</h2>",
      "firstParagraph": "Manage software development — view the roadmap, optimize workload, and ship more joyfully.",
      "paragraphHtml": "<p>Manage software development &#x2014; view the roadmap, optimize workload, and ship more joyfully. </p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Manage project delivery",
      "headingHtml": "<h2 id=\"manage-project-delivery\" class>Manage project delivery</h2>",
      "firstParagraph": "Keep teams aligned with strategic goals — complete all tasks, streamline workflows, and increase visibility.",
      "paragraphHtml": "<p>Keep teams aligned with strategic goals &#x2014; complete all tasks, streamline workflows, and increase visibility. </p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "Centralize product information",
      "headingHtml": "<h2 style=\"text-align:left\" id=\"centralize-product-information\" class>Centralize product information</h2>",
      "firstParagraph": "Set up self-serve knowledge bases — share product information, documentation, and user manuals.",
      "paragraphHtml": "<p>Set up self-serve knowledge bases &#x2014; share product information, documentation, and user manuals.</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Dare to deliver",
      "headingHtml": "<h2 class=\" text-sapphire-900 mb-4\">Dare to deliver</h2>",
      "firstParagraph": "“Aha! transformed the way we work — from capturing customer ideas to sharing product roadmaps.”",
      "paragraphHtml": "<p class=\"line-clamp-6 text-sapphire-900\">&#x201c;Aha! transformed the way we work &#x2014;&#xa0;from capturing customer ideas to sharing product roadmaps.&#x201d;</p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "The leader in product development software",
      "headingHtml": "<h2 class=\"title-3! !lg:title-2 text-center mb-12 lg:mb-16\">The leader in product development software</h2>",
      "firstParagraph": "Trending",
      "paragraphHtml": "<p class=\"meta-lg\"><span>Trending</span></p>",
      "words": 1,
      "direct": false,
      "issue": "First paragraph is 1 words and does not look like a concise direct answer."
    },
    {
      "heading": "Resources for product teams",
      "headingHtml": "<h3 id=\"resources-for-product-teams\" class>Resources for product teams </h3>",
      "firstParagraph": "Advice, product updates, and resources to help you be your best",
      "paragraphHtml": "<p class=\"subheading-one\"><span>Advice, product updates, and resources to help you be your best</span></p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 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.

4 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": 11,
  "questionH2s": [],
  "hasFaq": false,
  "score": 50,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Explanatory content depth

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

4 Warning

Needs attention

GEO: Explanatory content depth

Warning
01

Issue

No substantial explanatory paragraphs were found.

Details

02

Why it matters

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

Check name

GEO: Explanatory content depth

Score

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

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

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Extraction-friendly structure

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

3 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": 3,
  "schemaBlocks": 1,
  "missingSignals": [
    "optional top summary / TL;DR / key takeaways block",
    "table with <thead> only if the page already has tabular/comparative data",
    "ordered list only if the page explains a workflow/process",
    "optional visible FAQ or FAQPage schema"
  ],
  "score": 85,
  "weight": 24
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Answer block readiness

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

2 Warning

Needs attention

AIO: Answer block readiness

Warning
01

Issue

12 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": 12,
  "passing": 0,
  "failing": [
    {
      "heading": "Use the world's #1 product management software",
      "headingHtml": "<h2 style=\"text-align:center\" id=\"use-the-worlds-1-product-management-software\" class>Use the world&apos;s #1 product management software</h2>",
      "firstParagraph": "A complete suite of tools — with a powerful AI assistant — to quickly deliver what customers value",
      "paragraphHtml": "<p style=\"text-align:center\" class=\"subheading-one\"><span>A complete suite of tools &#x2014; with a powerful AI assistant &#x2014; to quickly deliver what customers value </span></p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Create a visual roadmap",
      "headingHtml": "<h2 id=\"create-a-visual-roadmap\" class>Create a visual roadmap</h2>",
      "firstParagraph": "Build what customers love — set brilliant strategy, prioritize features, and share visual plans.",
      "paragraphHtml": "<p>Build what customers love &#x2014; set brilliant strategy, prioritize features, and share visual plans. </p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Jump-start product discovery",
      "headingHtml": "<h2 id=\"jump-start-product-discovery\" class>Jump-start product discovery </h2>",
      "firstParagraph": "Create a research center — centralize customer interviews, uncover learnings, and link insights to roadmap plans.",
      "paragraphHtml": "<p>Create a research center &#x2014; centralize customer interviews, uncover learnings, and link insights to roadmap plans. </p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "Capture customer feedback",
      "headingHtml": "<h2 id=\"capture-customer-feedback\" class>Capture customer feedback</h2>",
      "firstParagraph": "Streamline idea management — collect user requests, track voting trends, and prioritize what drives revenue.",
      "paragraphHtml": "<p>Streamline idea management &#x2014; collect user requests, track voting trends, and prioritize what drives revenue. </p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "Explore new concepts",
      "headingHtml": "<h2 style=\"text-align:left\" id=\"explore-new-concepts\" class>Explore new concepts</h2>",
      "firstParagraph": "Unleash your creativity — diagram new concepts, create wireframes, and collaborate on early plans with the team.",
      "paragraphHtml": "<p style=\"text-align:left\">Unleash your creativity &#x2014; diagram new concepts, create wireframes, and collaborate on early plans with the team.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Create business applications",
      "headingHtml": "<h2 id=\"create-business-applications\" class>Create business applications </h2>",
      "firstParagraph": "Become a builder — product managers can now develop prototypes and trusted internal tools in less than an hour.",
      "paragraphHtml": "<p>Become a builder &#x2014; product managers can now develop prototypes and trusted internal tools in less than an hour. </p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "Connect product and engineering",
      "headingHtml": "<h2 id=\"connect-product-and-engineering\" class>Connect product and engineering</h2>",
      "firstParagraph": "Manage software development — view the roadmap, optimize workload, and ship more joyfully.",
      "paragraphHtml": "<p>Manage software development &#x2014; view the roadmap, optimize workload, and ship more joyfully. </p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Manage project delivery",
      "headingHtml": "<h2 id=\"manage-project-delivery\" class>Manage project delivery</h2>",
      "firstParagraph": "Keep teams aligned with strategic goals — complete all tasks, streamline workflows, and increase visibility.",
      "paragraphHtml": "<p>Keep teams aligned with strategic goals &#x2014; complete all tasks, streamline workflows, and increase visibility. </p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "Centralize product information",
      "headingHtml": "<h2 style=\"text-align:left\" id=\"centralize-product-information\" class>Centralize product information</h2>",
      "firstParagraph": "Set up self-serve knowledge bases — share product information, documentation, and user manuals.",
      "paragraphHtml": "<p>Set up self-serve knowledge bases &#x2014; share product information, documentation, and user manuals.</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Dare to deliver",
      "headingHtml": "<h2 class=\" text-sapphire-900 mb-4\">Dare to deliver</h2>",
      "firstParagraph": "“Aha! transformed the way we work — from capturing customer ideas to sharing product roadmaps.”",
      "paragraphHtml": "<p class=\"line-clamp-6 text-sapphire-900\">&#x201c;Aha! transformed the way we work &#x2014;&#xa0;from capturing customer ideas to sharing product roadmaps.&#x201d;</p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "The leader in product development software",
      "headingHtml": "<h2 class=\"title-3! !lg:title-2 text-center mb-12 lg:mb-16\">The leader in product development software</h2>",
      "firstParagraph": "Trending",
      "paragraphHtml": "<p class=\"meta-lg\"><span>Trending</span></p>",
      "words": 1,
      "direct": false,
      "issue": "First paragraph is 1 words and does not look like a concise direct answer."
    },
    {
      "heading": "Resources for product teams",
      "headingHtml": "<h3 id=\"resources-for-product-teams\" class>Resources for product teams </h3>",
      "firstParagraph": "Advice, product updates, and resources to help you be your best",
      "paragraphHtml": "<p class=\"subheading-one\"><span>Advice, product updates, and resources to help you be your best</span></p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience for AIO

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

2 Warning

Needs attention

AIO: Page experience for AIO

Warning
01

Issue

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

Details

02

Why it matters

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

Check name

AIO: Page experience for AIO

Score

80/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
{
  "viewportContent": "width=device-width, initial-scale=1, shrink-to-fit=no",
  "visibleWords": 1215,
  "htmlBytes": 265189,
  "imagesMissingDimensions": [
    {
      "src": "/assets/now-available-ba327dtg0.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/assets/now-available-ba327dtg0.png\" alt=\"Now available\" class=\"flex-none drop-shadow-lg hidden w-32 min-[460px]:block min-[520px]:w-44\" fetchpriority=\"high\">"
    },
    {
      "src": "/assets/builder-brandmark-exewlt2ae.png",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/assets/builder-brandmark-exewlt2ae.png\" alt class=\"hidden lg:block w-20\">"
    },
    {
      "src": "/assets/products-nd6l9n2oa.webp",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/assets/products-nd6l9n2oa.webp\" alt=\"Products\" class fetchpriority=\"low\">"
    },
    {
      "src": "/assets/solutions-nkfru88yx.webp",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/assets/solutions-nkfru88yx.webp\" alt=\"Solutions\" class=\"rounded-lg shadow-lg\" fetchpriority=\"low\">"
    },
    {
      "src": "/assets/resources-obfdfq6gz.webp",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/assets/resources-obfdfq6gz.webp\" alt=\"Resources\" class=\"rounded-lg shadow-lg\" fetchpriority=\"low\">"
    },
    {
      "src": "/assets/company-kb4vi0jws.webp",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/assets/company-kb4vi0jws.webp\" alt=\"Company\" class=\"rounded-lg shadow-lg\" fetchpriority=\"low\">"
    },
    {
      "src": "/assets/roadmaps-horizontal-iyhlvo9ry.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/assets/roadmaps-horizontal-iyhlvo9ry.svg\" alt=\"Aha! roadmaps logo\" class=\"ProductLogo mb-2\" style=\"height:1.25rem\" data-testid=\"ProductLogo\">"
    },
    {
      "src": "https://images.ctfassets.net/4zfc07om50my/2plBdgyXfk24suD4iEC7nk/f6427649877a9b6ad2d72bb2dea27df8/Discovery_sidekick_preload_v2.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://images.ctfassets.net/4zfc07om50my/2plBdgyXfk24suD4iEC7nk/f6427649877a9b6ad2d72bb2dea27df8/Discovery_sidekick_preload_v2.svg\" alt class=\"w-full h-full pointer-events-none\">"
    },
    {
      "src": "/assets/discovery-horizontal-mgey3bdz1.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/assets/discovery-horizontal-mgey3bdz1.svg\" alt=\"Aha! discovery logo\" class=\"ProductLogo mb-2\" style=\"height:1.25rem\" data-testid=\"ProductLogo\">"
    },
    {
      "src": "/assets/ideas-horizontal-fhef16eua.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/assets/ideas-horizontal-fhef16eua.svg\" alt=\"Aha! ideas logo\" class=\"ProductLogo mb-2\" style=\"height:1.25rem\" data-testid=\"ProductLogo\">"
    },
    {
      "src": "/assets/whiteboards-horizontal-m18xpsm2o.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/assets/whiteboards-horizontal-m18xpsm2o.svg\" alt=\"Aha! whiteboards logo\" class=\"ProductLogo mb-2\" style=\"height:1.25rem\" data-testid=\"ProductLogo\">"
    },
    {
      "src": "/assets/builder-horizontal-ds81ova5e.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/assets/builder-horizontal-ds81ova5e.svg\" alt=\"Aha! builder logo\" class=\"ProductLogo mb-2\" style=\"height:1.25rem\" data-testid=\"ProductLogo\">"
    },
    {
      "src": "/assets/develop-horizontal-fxuq1n1be.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/assets/develop-horizontal-fxuq1n1be.svg\" alt=\"Aha! develop logo\" class=\"ProductLogo mb-2\" style=\"height:1.25rem\" data-testid=\"ProductLogo\">"
    },
    {
      "src": "https://images.ctfassets.net/4zfc07om50my/Wnv31HV1rInxLSFhyCfgj/8fce56876d8673dbaad4205e1a6c25f5/Teamwork_sidekick_preload_v3.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://images.ctfassets.net/4zfc07om50my/Wnv31HV1rInxLSFhyCfgj/8fce56876d8673dbaad4205e1a6c25f5/Teamwork_sidekick_preload_v3.svg\" alt class=\"w-full h-full pointer-events-none\">"
    },
    {
      "src": "/assets/teamwork-horizontal-h14b5gkbl.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/assets/teamwork-horizontal-h14b5gkbl.svg\" alt=\"Aha! teamwork logo\" class=\"ProductLogo mb-2\" style=\"height:1.25rem\" data-testid=\"ProductLogo\">"
    },
    {
      "src": "/assets/knowledge-horizontal-bv8jiz7ow.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/assets/knowledge-horizontal-bv8jiz7ow.svg\" alt=\"Aha! knowledge logo\" class=\"ProductLogo mb-2\" style=\"height:1.25rem\" data-testid=\"ProductLogo\">"
    },
    {
      "src": "/assets/fred-gucojebd7.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/assets/fred-gucojebd7.svg\" alt=\"Fred &#x2014; a fictitious product builder\" class=\"hidden md:block w-72 -ml-20 -mb-16\">"
    },
    {
      "src": "/assets/linkedin-mll8zmu1u.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"fab size-6 object-contain\" alt src=\"/assets/linkedin-mll8zmu1u.svg\">"
    },
    {
      "src": "/assets/fb-ebfrgr1v5.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"fab size-6 object-contain\" alt src=\"/assets/fb-ebfrgr1v5.svg\">"
    },
    {
      "src": "/assets/twitter-noyzwd0y7.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"fab size-6 object-contain\" alt src=\"/assets/twitter-noyzwd0y7.svg\">"
    },
    {
      "src": "/assets/youtube-bwi20o7q4.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"fab size-6 object-contain\" alt src=\"/assets/youtube-bwi20o7q4.svg\">"
    },
    {
      "src": "/assets/bluesky-dr3ybhym7.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"fab size-6 object-contain\" alt src=\"/assets/bluesky-dr3ybhym7.svg\">"
    },
    {
      "src": "/assets/tiktok-cv4so8x7e.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"fab size-6 object-contain\" alt src=\"/assets/tiktok-cv4so8x7e.svg\">"
    }
  ],
  "possibleDialogs": [],
  "score": 80,
  "weight": 10
}

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, 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": "Use the world's #1 product management software",
      "html": "<h2 style=\"text-align:center\" id=\"use-the-worlds-1-product-management-software\" class>Use the world&apos;s #1 product management software</h2>"
    },
    {
      "text": "Create a visual roadmap",
      "html": "<h2 id=\"create-a-visual-roadmap\" class>Create a visual roadmap</h2>"
    },
    {
      "text": "Jump-start product discovery",
      "html": "<h2 id=\"jump-start-product-discovery\" class>Jump-start product discovery </h2>"
    },
    {
      "text": "Capture customer feedback",
      "html": "<h2 id=\"capture-customer-feedback\" class>Capture customer feedback</h2>"
    },
    {
      "text": "Explore new concepts",
      "html": "<h2 style=\"text-align:left\" id=\"explore-new-concepts\" class>Explore new concepts</h2>"
    },
    {
      "text": "Create business applications",
      "html": "<h2 id=\"create-business-applications\" class>Create business applications </h2>"
    },
    {
      "text": "Connect product and engineering",
      "html": "<h2 id=\"connect-product-and-engineering\" class>Connect product and engineering</h2>"
    },
    {
      "text": "Manage project delivery",
      "html": "<h2 id=\"manage-project-delivery\" class>Manage project delivery</h2>"
    },
    {
      "text": "Centralize product information",
      "html": "<h2 style=\"text-align:left\" id=\"centralize-product-information\" class>Centralize product information</h2>"
    },
    {
      "text": "Dare to deliver",
      "html": "<h2 class=\" text-sapphire-900 mb-4\">Dare to deliver</h2>"
    },
    {
      "text": "The leader in product development software",
      "html": "<h2 class=\"title-3! !lg:title-2 text-center mb-12 lg:mb-16\">The leader in product development software</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is The World's #1 Product Development Software?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does The World's #1 Product Development Software work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use The World's #1 Product Development Software?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is The World's #1 Product Development Software free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does The World's #1 Product Development Software compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is The World's #1 Product Development Software?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does The World's #1 Product Development Software work?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is The World's #1 Product Development Software free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does The World's #1 Product Development Software 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": 110509
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/html;charset=utf-8",
            "length": 110485
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html;charset=utf-8",
            "length": 110453
          }
        ]
      },
      "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, 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": "Use the world's #1 product management software",
      "html": "<h2 style=\"text-align:center\" id=\"use-the-worlds-1-product-management-software\" class>Use the world&apos;s #1 product management software</h2>"
    },
    {
      "text": "Create a visual roadmap",
      "html": "<h2 id=\"create-a-visual-roadmap\" class>Create a visual roadmap</h2>"
    },
    {
      "text": "Jump-start product discovery",
      "html": "<h2 id=\"jump-start-product-discovery\" class>Jump-start product discovery </h2>"
    },
    {
      "text": "Capture customer feedback",
      "html": "<h2 id=\"capture-customer-feedback\" class>Capture customer feedback</h2>"
    },
    {
      "text": "Explore new concepts",
      "html": "<h2 style=\"text-align:left\" id=\"explore-new-concepts\" class>Explore new concepts</h2>"
    },
    {
      "text": "Create business applications",
      "html": "<h2 id=\"create-business-applications\" class>Create business applications </h2>"
    },
    {
      "text": "Connect product and engineering",
      "html": "<h2 id=\"connect-product-and-engineering\" class>Connect product and engineering</h2>"
    },
    {
      "text": "Manage project delivery",
      "html": "<h2 id=\"manage-project-delivery\" class>Manage project delivery</h2>"
    },
    {
      "text": "Centralize product information",
      "html": "<h2 style=\"text-align:left\" id=\"centralize-product-information\" class>Centralize product information</h2>"
    },
    {
      "text": "Dare to deliver",
      "html": "<h2 class=\" text-sapphire-900 mb-4\">Dare to deliver</h2>"
    },
    {
      "text": "The leader in product development software",
      "html": "<h2 class=\"title-3! !lg:title-2 text-center mb-12 lg:mb-16\">The leader in product development software</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is The World's #1 Product Development Software?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does The World's #1 Product Development Software work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use The World's #1 Product Development Software?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is The World's #1 Product Development Software free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does The World's #1 Product Development Software compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is The World's #1 Product Development Software?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does The World's #1 Product Development Software work?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is The World's #1 Product Development Software free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does The World's #1 Product Development Software 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 "null" is not Markdown or text/plain; content too short (0/80 chars minimum); 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 "null" is not Markdown or text/plain; content too short (0/80 chars minimum); 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": null,
        "length": 0,
        "validation": {
          "valid": false,
          "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"null\" is not Markdown or text/plain; content too short (0/80 chars minimum); 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": 0,
          "hasRegisterInstructions": false,
          "hasProtectedResourceLink": false,
          "hasAuthorizationServerLink": false,
          "mentionsIdentity": false,
          "mentionsCredential": false,
          "links": [],
          "rawExcerpt": ""
        }
      },
      "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"null\" is not Markdown or text/plain; content too short (0/80 chars minimum); 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": null,
        "length": 0,
        "text": ""
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
    },
    {
      "id": "agent-auth-block",
      "title": "Validate agent_auth authorization metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "issue": "OAuth authorization server metadata could not be fetched.",
        "fetch": {
          "ok": false,
          "statusCode": 404,
          "contentType": null,
          "length": 0,
          "text": ""
        }
      },
      "issue": "OAuth authorization server metadata could not be fetched.",
      "howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 9,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "log in"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign up"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Q&A and FAQ opportunities

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

Informational

Needs attention

GEO: Q&A and FAQ opportunities

Informational
01

Issue

11 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": 11,
  "questionH2s": 0,
  "hasFaq": false,
  "nonQuestionH2s": [
    {
      "index": 1,
      "text": "Use the world's #1 product management software",
      "isQuestion": false,
      "html": "<h2 style=\"text-align:center\" id=\"use-the-worlds-1-product-management-software\" class>Use the world&apos;s #1 product management software</h2>"
    },
    {
      "index": 2,
      "text": "Create a visual roadmap",
      "isQuestion": false,
      "html": "<h2 id=\"create-a-visual-roadmap\" class>Create a visual roadmap</h2>"
    },
    {
      "index": 3,
      "text": "Jump-start product discovery",
      "isQuestion": false,
      "html": "<h2 id=\"jump-start-product-discovery\" class>Jump-start product discovery </h2>"
    },
    {
      "index": 4,
      "text": "Capture customer feedback",
      "isQuestion": false,
      "html": "<h2 id=\"capture-customer-feedback\" class>Capture customer feedback</h2>"
    },
    {
      "index": 5,
      "text": "Explore new concepts",
      "isQuestion": false,
      "html": "<h2 style=\"text-align:left\" id=\"explore-new-concepts\" class>Explore new concepts</h2>"
    },
    {
      "index": 6,
      "text": "Create business applications",
      "isQuestion": false,
      "html": "<h2 id=\"create-business-applications\" class>Create business applications </h2>"
    },
    {
      "index": 7,
      "text": "Connect product and engineering",
      "isQuestion": false,
      "html": "<h2 id=\"connect-product-and-engineering\" class>Connect product and engineering</h2>"
    },
    {
      "index": 8,
      "text": "Manage project delivery",
      "isQuestion": false,
      "html": "<h2 id=\"manage-project-delivery\" class>Manage project delivery</h2>"
    },
    {
      "index": 9,
      "text": "Centralize product information",
      "isQuestion": false,
      "html": "<h2 style=\"text-align:left\" id=\"centralize-product-information\" class>Centralize product information</h2>"
    },
    {
      "index": 10,
      "text": "Dare to deliver",
      "isQuestion": false,
      "html": "<h2 class=\" text-sapphire-900 mb-4\">Dare to deliver</h2>"
    },
    {
      "index": 11,
      "text": "The leader in product development software",
      "isQuestion": false,
      "html": "<h2 class=\"title-3! !lg:title-2 text-center mb-12 lg:mb-16\">The leader in product development software</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": null,
            "length": 0
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 404,
            "contentType": null,
            "length": 0
          }
        ]
      },
      "issue": "OAuth / OIDC discovery was not found at the expected path.",
      "howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 9,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "log in"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign up"
      }
    ]
  },
  "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": null
      },
      "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": ""
      },
      "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.aha.io"
      },
      "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.aha.io/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.aha.io/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.aha.io/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          }
        ]
      },
      "issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
      "howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 9,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "log in"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign up"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Performance and AccessibilityBest PracticesBrowser audit

Browser errors were logged to the console

100 Fail

Check name

Browser errors were logged to the console

Score

0/100

Status

fail

Device

desktop

Category

Best Practices

Fix guidance

Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)

Evidence
{
  "description": "Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)"
}

Performance and AccessibilityAccessibilityBrowser audit

Image elements do not have `[alt]` attributes

100 Fail

Check name

Image elements do not have `[alt]` attributes

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

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

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

SEOSEOBrowser audit

Image elements do not have `[alt]` attributes

100 Fail

Check name

Image elements do not have `[alt]` attributes

Score

0/100

Status

fail

Device

desktop

Category

SEO

Fix guidance

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

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

Performance and AccessibilityPerformanceBrowser audit

Forced reflow

13 Fail

Check name

Forced reflow

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

A forced reflow occurs when JavaScript queries geometric properties (such as offsetWidth) after styles have been invalidated by a change to the DOM state. This can result in poor performance. Learn more about [forced reflows](https://developer.chrome.com/docs/performance/insights/forced-reflow) and possible mitigations.

Evidence
{
  "description": "A forced reflow occurs when JavaScript queries geometric properties (such as offsetWidth) after styles have been invalidated by a change to the DOM state. This can result in poor performance. Learn more about [forced reflows](https://developer.chrome.com/docs/performance/insights/forced-reflow) and possible mitigations."
}

Performance and AccessibilityPerformanceBrowser audit

LCP breakdown

13 Fail

Check name

LCP breakdown

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

Each [subpart has specific improvement strategies](https://developer.chrome.com/docs/performance/insights/lcp-breakdown). Ideally, most of the LCP time should be spent on loading the resources, not within delays.

Evidence
{
  "description": "Each [subpart has specific improvement strategies](https://developer.chrome.com/docs/performance/insights/lcp-breakdown). Ideally, most of the LCP time should be spent on loading the resources, not within delays."
}

Performance and AccessibilityPerformanceBrowser audit

Render-blocking requests

13 Fail

Check name

Render-blocking requests

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 220 ms

Fix guidance

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

Evidence
{
  "displayValue": "Est savings of 220 ms",
  "description": "Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path."
}

Performance and AccessibilityPerformanceBrowser audit

Loading performance

7 Fail

Check name

Loading performance

Score

47/100

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": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 0,
      "displayValue": "3,340 ms",
      "numericValue": 3335
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 52,
      "displayValue": "2.3 s",
      "numericValue": 2308.5127035084442
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 0,
      "displayValue": "5,580 ms",
      "numericValue": 5577.212542157118
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 5,
      "displayValue": "9.6 s",
      "numericValue": 9606.677470432196
    },
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 100,
      "displayValue": "0.4 s",
      "numericValue": 441.0047709169289
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "50 ms",
      "numericValue": 51.1902
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 18,
      "displayValue": "3.4 s",
      "numericValue": 3431.6524615747276
    },
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 310 ms",
      "numericValue": 307
    }
  ]
}

Performance and AccessibilityPerformanceBrowser audit

Avoid enormous network payloads

6 Warning

Check name

Avoid enormous network payloads

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Total size was 3,782 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 3,782 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": 3872448
}

Performance and AccessibilityPerformanceBrowser audit

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

6 Warning

Check name

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

Score

50/100

Status

warning

Device

desktop

Category

Performance

Fix guidance

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

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

Performance and AccessibilityPerformanceBrowser audit

Improve image delivery

6 Warning

Check name

Improve image delivery

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 174 KiB

Fix guidance

Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)

Evidence
{
  "displayValue": "Est savings of 174 KiB",
  "description": "Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)"
}

Performance and AccessibilityPerformanceBrowser audit

Legacy JavaScript

6 Warning

Check name

Legacy JavaScript

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 11 KiB

Fix guidance

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

Evidence
{
  "displayValue": "Est savings of 11 KiB",
  "description": "Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)"
}

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
53/100Level 3, Bot-AwareCurrent report
aha.io AI SEO Report: 53/100 (Level 3, Bot-Aware)