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https://www.productboard.com/

SCANNED

Jun 10, 2026, 12:24 AM

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https://www.productboard.com/

SCANNED

Jun 10, 2026, 12:24:38 AMJun 10, 2026, 12:24 AM

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48/100

OVERALL SCORE

Level 2, Agent-Limited

Priority improvements needed for AI agents

CAPTURED SCREENSHOT

What AI sees of your website

Product Management Software | Productboard

Productboard is a suite of product management software tools that helps product managers understand customer needs, prioritize features & rally everyone around the roadmap. Free 15-day trial.

Next step

Turn this report into a fix workflow

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

Detailed report scores grouped by capability area
Metric	Score	Status	Passed	Failed	Warning	Evidence
AI Discoverability	40	Priority fix	7	15	1	View details
Discoverability	67	Needs work	5	4	0	View details
Content Readiness	42	Priority fix	2	7	1	View details
Bot Access Control	0	Priority fix	0	4	0	View details
Agent Ease of Use	10	Priority fix	6	29	1	View details
API	0	Priority fix	0	6	0	View details
Auth	Not Applicable	Not Applicable	0	7	0	View details
MCP	25	Priority fix	2	6	0	View details
Skill Discovery	5	Priority fix	0	10	1	View details
Agent Commerce	Not Applicable	Not Applicable	4	0	0
GEO, AIO and AEO	80	Mostly ready	7	0	13
GEO Readiness	89	Mostly ready	3	0	3
AIO Readiness	81	Mostly ready	2	0	5
AEO Readiness	69	Needs work	2	0	5
SEO	85	Mostly ready	9	2	0	View details
SEO	85	Mostly ready	9	2	0	View details
Security & Trust	60	Needs work	7	2	0	View details
Security & Trust	60	Needs work	3	2	0	View details
AI Training Exposure	Not Applicable	Not Applicable	4	0	0
Performance and Accessibility	55	Needs work	17	7	2	View details
Performance	43	Priority fix	12	4	2	View details
Accessibility	76	Mostly ready	5	3	0	View details

Prioritized recommendations

Issues ranked by score impact

48 items need attention

Agent Ease of UseAPIEstablished

API Catalog

API Catalog failed at "Fetch API catalog".

50 Fail

Needs attention

API Catalog

Failed check

Issue

The API catalog endpoint did not return HTTP 2xx.

Why it matters

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

Check name

API Catalog

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

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

Result

API Catalog failed at "Fetch API catalog".

Validation steps

Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch API catalog",
      "status": "fail",
      "evidence": {
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "The API catalog endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/api-catalog."
    },
    {
      "id": "validate",
      "title": "Validate RFC 9727 linkset",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-9255094faec524f6.js\"/><script src=\"/_next/static/chunks/4bd1b696-182b6b13bdad92e3.js\" async=\"\"></script><script src=\"/_next/static/chunks/1255-4fb364ffeefcc964.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-b7ac91ae224968d9.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><link rel=\"icon\" href=\"/favicon.ico\" type=\"image/x-icon\" sizes=\"48x48\"/><script src=\"/_next/static/chunks/polyfills-42372ed130431b0a.js\" noModule=\"\"></script><style data-styled=\"\" data-styled-version=\"6.1.18\">.gmRpoS{font-family:"
      },
      "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

Issue

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

Why it matters

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

Check name

High-value schema types

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

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

Result

High-value schema types is missing or incomplete.

Evidence

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

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

50 Fail

Needs attention

Link headers

Failed check

Issue

No useful agent discovery Link headers were found.

Why it matters

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

Check name

Link headers

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Include Link response headers for agent discovery using RFC 8288.

Result

Link headers failed at "Find useful Link headers".

Validation steps

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

Evidence

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

Agent Ease of UseAPIEstablished

OpenAPI discovery

OpenAPI discovery failed at "Find valid OpenAPI document".

50 Fail

Needs attention

OpenAPI discovery

Failed check

Issue

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

Why it matters

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

Check name

OpenAPI discovery

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

Publish a valid OpenAPI or Swagger document for API discovery.

Result

OpenAPI discovery failed at "Find valid OpenAPI document".

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Find valid OpenAPI document",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-9255094faec524f6.js\"/><script src=\"/_next/static/chunks/4bd1b696-182b6b13bdad92e3.js\" async=\"\"></script><script src=\"/_next/static/chunks/1255-4fb364ffeefcc964.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-b7ac91ae224968d9.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><link rel=\"icon\" href=\"/favicon.ico\" type=\"image/x-icon\" sizes=\"48x48\"/><script src=\"/_next/static/chunks/polyfills-42372ed130431b0a.js\" noModule=\"\"></script><style data-styled=\"\" data-styled-version=\"6.1.18\">.gmRpoS{font-family:"
          },
          {
            "path": "/openapi.yaml",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-9255094faec524f6.js\"/><script src=\"/_next/static/chunks/4bd1b696-182b6b13bdad92e3.js\" async=\"\"></script><script src=\"/_next/static/chunks/1255-4fb364ffeefcc964.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-b7ac91ae224968d9.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><link rel=\"icon\" href=\"/favicon.ico\" type=\"image/x-icon\" sizes=\"48x48\"/><script src=\"/_next/static/chunks/polyfills-42372ed130431b0a.js\" noModule=\"\"></script><style data-styled=\"\" data-styled-version=\"6.1.18\">.gmRpoS{font-family:"
          },
          {
            "path": "/swagger.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-9255094faec524f6.js\"/><script src=\"/_next/static/chunks/4bd1b696-182b6b13bdad92e3.js\" async=\"\"></script><script src=\"/_next/static/chunks/1255-4fb364ffeefcc964.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-b7ac91ae224968d9.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><link rel=\"icon\" href=\"/favicon.ico\" type=\"image/x-icon\" sizes=\"48x48\"/><script src=\"/_next/static/chunks/polyfills-42372ed130431b0a.js\" noModule=\"\"></script><style data-styled=\"\" data-styled-version=\"6.1.18\">.gmRpoS{font-family:"
          },
          {
            "path": "/swagger.yaml",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-9255094faec524f6.js\"/><script src=\"/_next/static/chunks/4bd1b696-182b6b13bdad92e3.js\" async=\"\"></script><script src=\"/_next/static/chunks/1255-4fb364ffeefcc964.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-b7ac91ae224968d9.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><link rel=\"icon\" href=\"/favicon.ico\" type=\"image/x-icon\" sizes=\"48x48\"/><script src=\"/_next/static/chunks/polyfills-42372ed130431b0a.js\" noModule=\"\"></script><style data-styled=\"\" data-styled-version=\"6.1.18\">.gmRpoS{font-family:"
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-9255094faec524f6.js\"/><script src=\"/_next/static/chunks/4bd1b696-182b6b13bdad92e3.js\" async=\"\"></script><script src=\"/_next/static/chunks/1255-4fb364ffeefcc964.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-b7ac91ae224968d9.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><link rel=\"icon\" href=\"/favicon.ico\" type=\"image/x-icon\" sizes=\"48x48\"/><script src=\"/_next/static/chunks/polyfills-42372ed130431b0a.js\" noModule=\"\"></script><style data-styled=\"\" data-styled-version=\"6.1.18\">.gmRpoS{font-family:"
          },
          {
            "path": "/api/swagger.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-9255094faec524f6.js\"/><script src=\"/_next/static/chunks/4bd1b696-182b6b13bdad92e3.js\" async=\"\"></script><script src=\"/_next/static/chunks/1255-4fb364ffeefcc964.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-b7ac91ae224968d9.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><link rel=\"icon\" href=\"/favicon.ico\" type=\"image/x-icon\" sizes=\"48x48\"/><script src=\"/_next/static/chunks/polyfills-42372ed130431b0a.js\" noModule=\"\"></script><style data-styled=\"\" data-styled-version=\"6.1.18\">.gmRpoS{font-family:"
          },
          {
            "path": "/docs/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-9255094faec524f6.js\"/><script src=\"/_next/static/chunks/4bd1b696-182b6b13bdad92e3.js\" async=\"\"></script><script src=\"/_next/static/chunks/1255-4fb364ffeefcc964.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-b7ac91ae224968d9.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><link rel=\"icon\" href=\"/favicon.ico\" type=\"image/x-icon\" sizes=\"48x48\"/><script src=\"/_next/static/chunks/polyfills-42372ed130431b0a.js\" noModule=\"\"></script><style data-styled=\"\" data-styled-version=\"6.1.18\">.gmRpoS{font-family:"
          }
        ]
      },
      "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
      "howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

Referrer-Policy

Referrer-Policy is missing or incomplete.

50 Fail

Needs attention

Referrer-Policy

Failed check

Issue

Referrer-Policy is missing or incomplete.

Why it matters

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

Check name

Referrer-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Limit how much referrer data leaves the site.

Result

Referrer-Policy is missing or incomplete.

Evidence

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

Security & TrustSecurity & TrustEstablished

X-Content-Type-Options

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

50 Fail

Needs attention

X-Content-Type-Options

Failed check

Issue

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

Why it matters

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

Check name

X-Content-Type-Options

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Prevent MIME sniffing for browser-loaded resources.

Result

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

Evidence

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

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

Issue

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

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

Issue

No Content Signal found in robots.txt

Why it matters

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

Check name

Content Signal

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

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

Result

Content Signal is missing or incomplete.

Evidence

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

Agent Ease of UseMCPEmerging recommendation

MCP Server Card

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

33 Fail

Needs attention

MCP Server Card

Failed check

Issue

MCP Server Card was not found at the expected path.

Why it matters

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

Check name

MCP Server Card

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Publish an MCP Server Card for agent discovery.

Result

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

Validation steps

Fetch to find resource
MCP Server Card was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 115647
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 135529
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 115509
          }
        ]
      },
      "issue": "MCP Server Card was not found at the expected path.",
      "howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

mcp.json

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

33 Fail

Needs attention

mcp.json

Failed check

Issue

mcp.json was not found at the expected path.

Why it matters

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

Check name

mcp.json

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

Fetch to find resource
mcp.json was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 115370
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 115509
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 115647
          }
        ]
      },
      "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

Issue

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

Why it matters

Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.

Check name

Web Bot Auth request signing

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.

Result

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

Validation steps

Fetch to find resource
Web Bot Auth request signing was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/http-message-signatures-directory",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 115787
          }
        ]
      },
      "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

Issue

WebMCP manifest was not found at the expected path.

Why it matters

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

Check name

WebMCP manifest

Score

0/100

Status

fail

Category

MCP

Maturity

Informational

Goal

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

Result

WebMCP manifest failed at "Fetch to find resource".

Validation steps

Fetch to find resource
WebMCP manifest was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 115544
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 115403
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 115370
          }
        ]
      },
      "issue": "WebMCP manifest was not found at the expected path.",
      "howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
    }
  ]
}

AI DiscoverabilityContent ReadinessEmerging recommendation

llms.txt

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

25 Fail

Needs attention

llms.txt

Failed check

Issue

llms.txt was not found at the expected path.

Why it matters

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

Check name

llms.txt

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/llms.txt",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 115367
          },
          {
            "path": "/llms-full.txt",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 115421
          }
        ]
      },
      "issue": "llms.txt was not found at the expected path.",
      "howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Markdown negotiation

Markdown negotiation failed at "Markdown content type".

25 Fail

Needs attention

Markdown negotiation

Failed check

Issue

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

Why it matters

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

Check name

Markdown negotiation

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Return HTML responses as markdown when agents request it.

Result

Markdown negotiation failed at "Markdown content type".

Validation steps

Markdown content type
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch".
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": "rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch"
      },
      "issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch\".",
      "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": 38931,
        "excerpt": "<!DOCTYPE html><!--Tbyf3ZF3GArZBS5t_kqly--><html lang=\"en\" class=\"__variable_1f037d font-sans\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" href=\"/_next/static/media/2",
        "issue": "Markdown response is missing a heading."
      },
      "issue": "Markdown response is missing a heading.",
      "howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Semantic HTML

Semantic HTML is missing or incomplete.

25 Fail

Needs attention

Semantic HTML

Failed check

Issue

Semantic HTML is incomplete: missing <main> landmark; skipped heading levels.

Details

Why it matters

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

Check name

Semantic HTML

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Expose readable page structure through semantic HTML and accessible controls.

Result

Semantic HTML is missing or incomplete.

Evidence

{
  "main": false,
  "nav": true,
  "footer": true,
  "meaningfulH1": true,
  "headingOrder": false,
  "accessibleLinks": true,
  "accessibleButtons": true,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": true,
  "details": {
    "inaccessibleLinks": [],
    "inaccessibleButtons": [],
    "missingAutocompleteInputs": [],
    "imagesMissingAlt": [
      "<img role=\"presentation\" aria-hidden=\"true\" src=\"https://cdn.builder.io/api/v1/pixel?apiKey=1d8ecee591ac4358befb8fe998100548\" class=\"builder-block builder-pixel-qd7qhh7w1b css-1u1r04m\" builder-id=\"builder-pixel-qd7qhh7w1b\">",
      "<img decoding=\"async\" data-nimg=\"fill\" class=\"sc-8dfbeffc-0 sc-959f3619-1 gkKEnH fwPNvG\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252Fb80fa7269814451a82937ac43a03878f&amp;w=320&amp;q=75 320w, /_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252Fb8"
    ],
    "skippedHeadingLevels": [
      "h1: Spark, the AI platform for product managers",
      "h3: Trusted by 6,000+ leading product teams",
      "h2: The right PM prompt, right when you need it",
      "h3: Acceptance Criteria Generator",
      "h3: Annual Strategic Planning Facilitator",
      "h3: Competitive Landscape Mapper",
      "h3: Deep Work Planner",
      "h3: Executive Update Generator",
      "h3: Feature Brainstorm Facilitator",
      "h2: Intelligence meets product management workflows",
      "h3: Align everyone around the product roadmap",
      "h3: Turn customer feedback into actionable product insights",
      "h3: Advance your product strategy",
      "h3: Accelerate the product development lifecycle",
      "h3: Tighten the feedback loop and turn customers into fans",
      "h2: A decade of experience serving the world’s top product orgs",
      "h3: Ready to ship faster and build smarter?",
      "h2: Purpose-built for product management",
      "h2: Customer-centric at its core",
      "h4: Prioritize for impact",
      "h4: Centralize feedback from any source",
      "h4: Inform decisions with user insights",
      "h2: With an enterprise-grade platform",
      "h2: Collaborative by design",
      "h4: Gain visibility",
      "h4: Improve clarity",
      "h4: Delight customers",
      "h4: Coordinate launches",
      "h3: Join thousands of Product Makers who already enjoy our newsletter",
      "h3: Solutions",
      "h3: Teams",
      "h3: Product Guides",
      "h3: Company",
      "h3: Support"
    ]
  },
  "counts": {
    "h1": 1,
    "headings": 34,
    "links": 68,
    "inaccessibleLinks": 0,
    "buttons": 21,
    "inaccessibleButtons": 0,
    "images": 61,
    "imagesWithAlt": 59,
    "autocompleteInputs": 0,
    "inputsWithAutocomplete": 0,
    "missingAutocompleteInputs": 0
  }
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

A2A Agent Card

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

20 Fail

Needs attention

A2A Agent Card

Failed check

Issue

A2A Agent Card was not found at the expected path.

Why it matters

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

Check name

A2A Agent Card

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

Fetch to find resource
A2A Agent Card was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 135469
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 115640
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 135318
          }
        ]
      },
      "issue": "A2A Agent Card was not found at the expected path.",
      "howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

Agent Skills index

Agent Skills index failed at "Fetch to find resource".

20 Fail

Needs attention

Agent Skills index

Failed check

Issue

Agent Skills index was not found at the expected path.

Why it matters

An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.

Check name

Agent Skills index

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent skills discovery index.

Result

Agent Skills index failed at "Fetch to find resource".

Validation steps

Fetch to find resource
Agent Skills index was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 115685
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 103940
          }
        ]
      },
      "issue": "Agent Skills index was not found at the expected path.",
      "howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

agent.json

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

20 Fail

Needs attention

agent.json

Failed check

Issue

agent.json was not found at the expected path.

Why it matters

agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.

Check name

agent.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.

Result

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

Validation steps

Fetch to find resource
agent.json was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 135405
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 135262
          }
        ]
      },
      "issue": "agent.json was not found at the expected path.",
      "howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
    }
  ]
}

Agent Ease of UseSkill DiscoveryInformational

agents.json

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

20 Fail

Needs attention

agents.json

Failed check

Issue

agents.json was not found at the expected path.

Why it matters

agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.

Check name

agents.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Informational

Goal

Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.

Result

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

Validation steps

Fetch to find resource
agents.json was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 135413
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 115399
          }
        ]
      },
      "issue": "agents.json was not found at the expected path.",
      "howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

DNS-AID Agent Discovery

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

15 Fail

Needs attention

DNS-AID Agent Discovery

Failed check

Issue

No DNS-AID entrypoint records were found under _agents.

Why it matters

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

Check name

DNS-AID Agent Discovery

Score

25/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

Resolve DNS-AID SVCB/HTTPS records
No DNS-AID entrypoint records were found under _agents.
Validate alpn and endpoint parameters
Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.
Check DNSSEC material
DNSSEC material was not visible for the hostname or parent zone from this resolver.

Evidence

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

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is partially implemented.

13 Warning

Needs attention

Content freshness signals

Warning

Issue

Content freshness signals are incomplete: missing Last-Modified HTTP header; missing meta or <time> freshness tags.

Why it matters

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

Check name

Content freshness signals

Score

50/100

Status

warning

Category

Content Readiness

Maturity

Established

Goal

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

Result

Content freshness signals is partially implemented.

Evidence

{
  "lastModified": null,
  "schemaDates": [
    "2026-05-12T14:45:12.227Z",
    "2026-01-22T23:22:21.293Z"
  ],
  "metaDateCount": 0,
  "timeDateCount": 0
}

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

Issue

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

Details

Why it matters

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

Check name

AEO: Answer-first sections

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "sectionCount": 26,
  "passing": 0,
  "failing": [
    {
      "heading": "Trusted by 6,000+ leading product teams",
      "headingHtml": "<h3 class=\"sc-d626836c-0 gCuodl\">Trusted by 6,000+ leading product teams</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "The right PM prompt, right when you need it",
      "headingHtml": "<h2 class=\"sc-d626836c-0 bqhLox\">The right PM <span class=\"gradient-highlighted-text\">prompt</span>, right when you need it</h2>",
      "firstParagraph": "Spark's Prompt Library puts 150+ AI-powered best-practice workflows at your fingertips — from discovery to launch and everything in between.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 hqTBcq\">Spark&apos;s Prompt Library puts 150+ AI-powered best-practice workflows at your fingertips &#x2014; from discovery to launch and everything in between.</p>",
      "words": 19,
      "direct": false,
      "issue": "First paragraph is 19 words and does not look like a concise direct answer."
    },
    {
      "heading": "Acceptance Criteria Generator",
      "headingHtml": "<h3 class=\"sc-f231891c-0 gzonva sc-a0ce65b7-4 kFvBPG\">Acceptance Criteria Generator</h3>",
      "firstParagraph": "Write tight, testable acceptance criteria that leave no ambiguity for engineering or QA.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 fNRcAa sc-a0ce65b7-5 gKnmYQ\">Write tight, testable acceptance criteria that leave no ambiguity for engineering or QA.</p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Annual Strategic Planning Facilitator",
      "headingHtml": "<h3 class=\"sc-f231891c-0 gzonva sc-a0ce65b7-4 kFvBPG\">Annual Strategic Planning Facilitator</h3>",
      "firstParagraph": "Run a rigorous annual planning process that produces clear strategic bets, not just a list of features for next year.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 fNRcAa sc-a0ce65b7-5 gKnmYQ\">Run a rigorous annual planning process that produces clear strategic bets, not just a list of features for next year.</p>",
      "words": 20,
      "direct": false,
      "issue": "First paragraph is 20 words and does not look like a concise direct answer."
    },
    {
      "heading": "Competitive Landscape Mapper",
      "headingHtml": "<h3 class=\"sc-f231891c-0 gzonva sc-a0ce65b7-4 kFvBPG\">Competitive Landscape Mapper</h3>",
      "firstParagraph": "Builds a structured view of the competitive landscape across multiple dimensions to reveal positioning opportunities.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 fNRcAa sc-a0ce65b7-5 gKnmYQ\">Builds a structured view of the competitive landscape across multiple dimensions to reveal positioning opportunities.</p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "Deep Work Planner",
      "headingHtml": "<h3 class=\"sc-f231891c-0 gzonva sc-a0ce65b7-4 kFvBPG\">Deep Work Planner</h3>",
      "firstParagraph": "Structures a PM's week to protect focused thinking time amid constant interruptions.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 fNRcAa sc-a0ce65b7-5 gKnmYQ\">Structures a PM&apos;s week to protect focused thinking time amid constant interruptions.</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Executive Update Generator",
      "headingHtml": "<h3 class=\"sc-f231891c-0 gzonva sc-a0ce65b7-4 kFvBPG\">Executive Update Generator</h3>",
      "firstParagraph": "Write an executive update that leads with what matters, communicates status honestly, and gets the response you need.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 fNRcAa sc-a0ce65b7-5 gKnmYQ\">Write an executive update that leads with what matters, communicates status honestly, and gets the response you need.</p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "Feature Brainstorm Facilitator",
      "headingHtml": "<h3 class=\"sc-f231891c-0 gzonva sc-a0ce65b7-4 kFvBPG\">Feature Brainstorm Facilitator</h3>",
      "firstParagraph": "Runs a structured brainstorming session to generate a diverse set of feature ideas for a defined problem space.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 fNRcAa sc-a0ce65b7-5 gKnmYQ\">Runs a structured brainstorming session to generate a diverse set of feature ideas for a defined problem space.</p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "Intelligence meets product management workflows",
      "headingHtml": "<h2 class=\"sc-d626836c-0 dlXSdO\">Intelligence meets <span class=\"gradient-highlighted-text\">product management workflows</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "<p class=\"sc-f231891c-0 ewcPFo\"></p>",
      "words": 0,
      "direct": false,
      "issue": "First paragraph is 0 words and does not look like a concise direct answer."
    },
    {
      "heading": "Align everyone around the product roadmap",
      "headingHtml": "<h3 class=\"sc-d626836c-0 fAXoQL\">Align everyone around the product roadmap</h3>",
      "firstParagraph": "Align teams on the right priorities to advance your strategy. Then unite the business around your product direction and what’s coming next.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 KRZqE\">Align teams on the right priorities to advance your strategy. Then unite the business around your product direction and what&#x2019;s coming next.</p>",
      "words": 23,
      "direct": false,
      "issue": "First paragraph is 23 words and does not look like a concise direct answer."
    },
    {
      "heading": "Turn customer feedback into actionable product insights",
      "headingHtml": "<h3 class=\"sc-d626836c-0 fAXoQL\">Turn customer feedback into actionable product insights</h3>",
      "firstParagraph": "Centralize all product feedback in one place. Then identify trends, surface top requests, and link key insights to related feature ideas.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 KRZqE\">Centralize all product feedback in one place. Then identify trends, surface top requests, and link key insights to related feature ideas.</p>",
      "words": 21,
      "direct": false,
      "issue": "First paragraph is 21 words and does not look like a concise direct answer."
    },
    {
      "heading": "Advance your product strategy",
      "headingHtml": "<h3 class=\"sc-d626836c-0 jJHKyo\">Advance your product strategy</h3>",
      "firstParagraph": "Achieve complete alignment between every product team’s priorities, product objectives, and top-level business goals.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 KRZqE\">Achieve complete alignment between every product team&#x2019;s priorities, product objectives, and top-level business goals.</p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "Accelerate the product development lifecycle",
      "headingHtml": "<h3 class=\"sc-d626836c-0 fAXoQL\">Accelerate the product development lifecycle</h3>",
      "firstParagraph": "Run a highly effective product org by standardizing your product processes and employing modern best practices.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 KRZqE\">Run a highly effective product org by standardizing your product processes and employing modern best practices.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Tighten the feedback loop and turn customers into fans",
      "headingHtml": "<h3 class=\"sc-d626836c-0 fAXoQL\">Tighten the feedback loop and turn customers into fans</h3>",
      "firstParagraph": "Validate your ideas and source feedback from your customer community. As feature ideas progress, close the loop with relevant customers.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 hgDkfR\">Validate your ideas and source feedback from your customer community. As feature ideas progress, close the loop with relevant customers.</p>",
      "words": 20,
      "direct": false,
      "issue": "First paragraph is 20 words and does not look like a concise direct answer."
    },
    {
      "heading": "A decade of experience serving the world’s top product orgs",
      "headingHtml": "<h2 class=\"sc-d626836c-0 gLLoMy\">A decade of experience serving <span class=\"gradient-highlighted-text\">the world&#x2019;s top product orgs</span></h2>",
      "firstParagraph": "CASE STUDY",
      "paragraphHtml": "<p class=\"sc-f231891c-0 jUbOuO sc-d10b6be9-1 lcWxZy\">CASE STUDY</p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Ready to ship faster and build smarter?",
      "headingHtml": "<h3 class=\"sc-d626836c-0 jzZzPc\">Ready to <span class=\"gradient-highlighted-text\">ship faster</span> and build smarter?</h3>",
      "firstParagraph": "",
      "paragraphHtml": "<p class=\"sc-f231891c-0 OxSQE\"></p>",
      "words": 0,
      "direct": false,
      "issue": "First paragraph is 0 words and does not look like a concise direct answer."
    },
    {
      "heading": "Purpose-built for product management",
      "headingHtml": "<h2 class=\"sc-d626836c-0 dMuirx\"><span class=\"gradient-highlighted-text\">Purpose-built</span> for product management</h2>",
      "firstParagraph": "Discover how every feature idea supports higher-level product objectives, initiatives, and goals.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 eQHbaG sc-d0af6df1-6 bzNbxH\">Discover how every feature idea supports higher-level product objectives, initiatives, and goals.</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Customer-centric at its core",
      "headingHtml": "<h2 class=\"sc-d626836c-0 gmBwGt\"><span class=\"gradient-highlighted-text\">Customer-centric</span> at its core</h2>",
      "firstParagraph": "Make better-informed product decisions by tapping into relevant customer feedback and requests.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 hqTBcq\">Make better-informed product decisions by tapping into relevant customer feedback and requests.</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "With an enterprise-grade platform",
      "headingHtml": "<h2 class=\"sc-d626836c-0 gmBwGt\">With an <span class=\"gradient-highlighted-text\">enterprise-grade</span> platform</h2>",
      "firstParagraph": "Built to support the modern product operating model, from fast-scaling startups to enterprise.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 eQHbaG sc-d0af6df1-6 bzNbxH\">Built to support the modern product operating model, from fast-scaling startups to enterprise.</p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Collaborative by design",
      "headingHtml": "<h2 class=\"sc-d626836c-0 iLFibM\"><span class=\"gradient-highlighted-text\">Collaborative</span> by design</h2>",
      "firstParagraph": "Bring product teams and other functions together around a platform designed for everyone who plays a role in the product’s success.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 cKytlE\">Bring product teams and other functions together around a platform designed for everyone who plays a role in the product&#x2019;s success.</p>",
      "words": 22,
      "direct": false,
      "issue": "First paragraph is 22 words and does not look like a concise direct answer."
    },
    {
      "heading": "Join thousands of Product Makers who already enjoy our newsletter",
      "headingHtml": "<h3 class=\"sc-d626836c-0 dbKOQL\">Join <u class=\"sc-46f20ba7-5 icMRRd\">thousands</u> of Product Makers who already enjoy our newsletter</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Solutions",
      "headingHtml": "<h3 class=\"sc-f231891c-0 gmRpoS\">Solutions</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Teams",
      "headingHtml": "<h3 class=\"sc-f231891c-0 gmRpoS\">Teams</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Product Guides",
      "headingHtml": "<h3 class=\"sc-f231891c-0 gmRpoS\">Product Guides</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Company",
      "headingHtml": "<h3 class=\"sc-f231891c-0 gmRpoS\">Company</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Support",
      "headingHtml": "<h3 class=\"sc-f231891c-0 gmRpoS\">Support</h3>",
      "firstParagraph": "Copyright © 2025 Productboard, Inc. All rights reserved.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 iHBTXs\">Copyright &#xa9; 2025 Productboard, Inc. All rights reserved.</p>",
      "words": 7,
      "direct": false,
      "issue": "First paragraph is 7 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

AIO: Source and trust signals scored 60/100 and needs improvement.

4 Warning

Needs attention

AIO: Source and trust signals

Warning

Issue

Missing AIO trust signals: author, publisher.

Details

Why it matters

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

Check name

AIO: Source and trust signals

Score

60/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Source and trust signals scored 60/100 and needs improvement.

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": true,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [
    "2026-01-22T23:22:21.293Z",
    "2026-05-12T14:45:12.227Z"
  ],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "/about/",
      "text": "About Us",
      "html": "<a aria-disabled=\"false\" tabindex=\"1\" aria-label=\"About Us\" class=\"sc-5ab85e98-0 bQMNrc\" href=\"/about/\"><span class=\"sc-f231891c-0 fNRcAa sc-5ab85e98-1 fIJLuN\">About Us</span></a>"
    },
    {
      "href": "https://www.linkedin.com/company/productboard",
      "text": "",
      "html": "<a href=\"https://www.linkedin.com/company/productboard\" aria-label=\"linkedin\" class=\"sc-218b633e-0 hsUsKc\"><svg viewBox=\"0 0 24 24\" aria-label=\"logo-linkedin\" class=\"sc-829600aa-0 fgBOKX\"><use href=\"/icon/logo-linkedin/#i\"/></svg></a>"
    }
  ],
  "contactLinks": [
    {
      "href": "https://support.productboard.com/hc/",
      "text": "Help Center",
      "html": "<a aria-disabled=\"false\" tabindex=\"1\" aria-label=\"Help Center\" rel=\"noopener noreferrer\" target=\"_blank\" class=\"sc-5ab85e98-0 bQMNrc\" href=\"https://support.productboard.com/hc/\"><span class=\"sc-f231891c-0 fNRcAa sc-5ab85e98-1 fIJLuN\">Help Center</span><svg viewBox=\"0 0 24 24\" aria-label=\"link-external-01\" class=\"sc-829600aa-0 lnpqDR\"><use href=\"/icon/link-external-01/#i\"/></svg></a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/website-terms-of-use/",
      "text": "Website & Portal Terms of Use",
      "html": "<a aria-disabled=\"false\" tabindex=\"1\" class=\"sc-5ab85e98-0 bsAVsY\" href=\"/website-terms-of-use/\"><span class=\"sc-f231891c-0 FgMOi sc-5ab85e98-1 fIJLuN\">Website &amp; Portal Terms of Use</span></a>"
    },
    {
      "href": "/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a aria-disabled=\"false\" tabindex=\"1\" class=\"sc-5ab85e98-0 bsAVsY\" href=\"/privacy-policy/\"><span class=\"sc-f231891c-0 FgMOi sc-5ab85e98-1 fIJLuN\">Privacy Policy</span></a>"
    }
  ],
  "score": 60,
  "weight": 20
}

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

Issue

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

Why it matters

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

Check name

AEO: Question-led structure

Score

50/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

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

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

AEO: Answer evidence and trust scored 60/100 and needs improvement.

4 Warning

Needs attention

AEO: Answer evidence and trust

Warning

Issue

Missing AIO trust signals: author, publisher.

Details

Why it matters

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

Check name

AEO: Answer evidence and trust

Score

60/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AEO: Answer evidence and trust scored 60/100 and needs improvement.

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": true,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [
    "2026-01-22T23:22:21.293Z",
    "2026-05-12T14:45:12.227Z"
  ],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "/about/",
      "text": "About Us",
      "html": "<a aria-disabled=\"false\" tabindex=\"1\" aria-label=\"About Us\" class=\"sc-5ab85e98-0 bQMNrc\" href=\"/about/\"><span class=\"sc-f231891c-0 fNRcAa sc-5ab85e98-1 fIJLuN\">About Us</span></a>"
    },
    {
      "href": "https://www.linkedin.com/company/productboard",
      "text": "",
      "html": "<a href=\"https://www.linkedin.com/company/productboard\" aria-label=\"linkedin\" class=\"sc-218b633e-0 hsUsKc\"><svg viewBox=\"0 0 24 24\" aria-label=\"logo-linkedin\" class=\"sc-829600aa-0 fgBOKX\"><use href=\"/icon/logo-linkedin/#i\"/></svg></a>"
    }
  ],
  "contactLinks": [
    {
      "href": "https://support.productboard.com/hc/",
      "text": "Help Center",
      "html": "<a aria-disabled=\"false\" tabindex=\"1\" aria-label=\"Help Center\" rel=\"noopener noreferrer\" target=\"_blank\" class=\"sc-5ab85e98-0 bQMNrc\" href=\"https://support.productboard.com/hc/\"><span class=\"sc-f231891c-0 fNRcAa sc-5ab85e98-1 fIJLuN\">Help Center</span><svg viewBox=\"0 0 24 24\" aria-label=\"link-external-01\" class=\"sc-829600aa-0 lnpqDR\"><use href=\"/icon/link-external-01/#i\"/></svg></a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/website-terms-of-use/",
      "text": "Website & Portal Terms of Use",
      "html": "<a aria-disabled=\"false\" tabindex=\"1\" class=\"sc-5ab85e98-0 bsAVsY\" href=\"/website-terms-of-use/\"><span class=\"sc-f231891c-0 FgMOi sc-5ab85e98-1 fIJLuN\">Website &amp; Portal Terms of Use</span></a>"
    },
    {
      "href": "/privacy-policy/",
      "text": "Privacy Policy",
      "html": "<a aria-disabled=\"false\" tabindex=\"1\" class=\"sc-5ab85e98-0 bsAVsY\" href=\"/privacy-policy/\"><span class=\"sc-f231891c-0 FgMOi sc-5ab85e98-1 fIJLuN\">Privacy Policy</span></a>"
    }
  ],
  "score": 60,
  "weight": 22
}

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

Issue

No substantial explanatory paragraphs were found.

Details

Why it matters

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

Check name

GEO: Explanatory content depth

Score

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "candidatePassages": 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

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.

Details

Why it matters

Check name

GEO: Extraction-friendly structure

Score

85/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "hasSummary": false,
  "tableCount": 0,
  "tablesWithHead": 0,
  "tablesMissingThead": [],
  "orderedLists": 0,
  "hasFaq": true,
  "definitionPatterns": 3,
  "schemaBlocks": 2,
  "missingSignals": [
    "optional top summary / TL;DR / key takeaways block",
    "table with <thead> only if the page already has tabular/comparative data",
    "ordered list only if the page explains a workflow/process"
  ],
  "score": 85,
  "weight": 24
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Visible structured data match

AIO: Visible structured data match scored 80/100 and needs improvement.

2 Warning

Needs attention

AIO: Visible structured data match

Warning

Issue

6 structured-data value(s) were not found in visible page text.

Details

Why it matters

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

Check name

AIO: Visible structured data match

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: Visible structured data match scored 80/100 and needs improvement.

Evidence

{
  "schemaCount": 4,
  "checkedFields": [
    {
      "path": "$[0].name",
      "value": "Main Navigation"
    },
    {
      "path": "$[0].hasPart[0].name",
      "value": "Platform"
    },
    {
      "path": "$[0].hasPart[0].hasPart[0].name",
      "value": "Enterprise"
    },
    {
      "path": "$[0].hasPart[0].hasPart[1].name",
      "value": "Productboard Spark"
    },
    {
      "path": "$[0].hasPart[0].hasPart[2].name",
      "value": "Integrations"
    },
    {
      "path": "$[0].hasPart[0].hasPart[3].name",
      "value": "Professional Services"
    },
    {
      "path": "$[0].hasPart[0].hasPart[4].name",
      "value": "Security"
    },
    {
      "path": "$[0].hasPart[0].hasPart[5].name",
      "value": "Pricing & Plans"
    },
    {
      "path": "$[0].hasPart[1].name",
      "value": "Use Cases"
    },
    {
      "path": "$[0].hasPart[1].hasPart[0].name",
      "value": "Product Roadmapping"
    },
    {
      "path": "$[0].hasPart[1].hasPart[1].name",
      "value": "Product Operations"
    },
    {
      "path": "$[0].hasPart[1].hasPart[2].name",
      "value": "Strategic Product Planning"
    },
    {
      "path": "$[0].hasPart[1].hasPart[3].name",
      "value": "Customer Insights"
    },
    {
      "path": "$[0].hasPart[1].hasPart[4].name",
      "value": "Customer Engagement"
    },
    {
      "path": "$[0].hasPart[1].hasPart[5].name",
      "value": "Explore All Use Cases"
    },
    {
      "path": "$[0].hasPart[2].name",
      "value": "Pricing"
    },
    {
      "path": "$[0].hasPart[3].name",
      "value": "Resources"
    },
    {
      "path": "$[0].hasPart[3].hasPart[0].name",
      "value": "Blog"
    },
    {
      "path": "$[0].hasPart[3].hasPart[1].name",
      "value": "eBooks & Webinars"
    },
    {
      "path": "$[0].hasPart[3].hasPart[2].name",
      "value": "Product Makers Community"
    },
    {
      "path": "$[0].hasPart[3].hasPart[3].name",
      "value": "Customers"
    },
    {
      "path": "$[0].hasPart[3].hasPart[4].name",
      "value": "Events"
    },
    {
      "path": "$[0].hasPart[3].hasPart[5].name",
      "value": "Productboard's Portal"
    },
    {
      "path": "$[0].hasPart[3].hasPart[6].name",
      "value": "Help Center"
    },
    {
      "path": "$[0].hasPart[3].hasPart[7].name",
      "value": "Productboard Academy"
    },
    {
      "path": "$[1].itemListElement[0].name",
      "value": "Home"
    },
    {
      "path": "$[2].name",
      "value": "Product Management Software | Productboard"
    },
    {
      "path": "$[2].description",
      "value": "Productboard is a suite of product management software tools that helps product managers understand customer needs, prioritize features & rally everyone around the roadmap. Free 15-day trial."
    },
    {
      "path": "$[3].name",
      "value": "Productboard"
    },
    {
      "path": "$[3].description",
      "value": "Productboard is a suite of product management software tools that helps product managers understand customer needs, prioritize features & rally everyone around the roadmap."
    }
  ],
  "mismatches": [
    {
      "path": "$[0].name",
      "value": "Main Navigation"
    },
    {
      "path": "$[0].hasPart[0].hasPart[2].name",
      "value": "Integrations"
    },
    {
      "path": "$[0].hasPart[0].hasPart[3].name",
      "value": "Professional Services"
    },
    {
      "path": "$[0].hasPart[3].hasPart[0].name",
      "value": "Blog"
    },
    {
      "path": "$[0].hasPart[3].hasPart[1].name",
      "value": "eBooks & Webinars"
    },
    {
      "path": "$[1].itemListElement[0].name",
      "value": "Home"
    }
  ],
  "score": 80,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Answer block readiness

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

2 Warning

Needs attention

AIO: Answer block readiness

Warning

Issue

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

Details

Why it matters

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

Check name

AIO: Answer block readiness

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "sectionCount": 26,
  "passing": 0,
  "failing": [
    {
      "heading": "Trusted by 6,000+ leading product teams",
      "headingHtml": "<h3 class=\"sc-d626836c-0 gCuodl\">Trusted by 6,000+ leading product teams</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "The right PM prompt, right when you need it",
      "headingHtml": "<h2 class=\"sc-d626836c-0 bqhLox\">The right PM <span class=\"gradient-highlighted-text\">prompt</span>, right when you need it</h2>",
      "firstParagraph": "Spark's Prompt Library puts 150+ AI-powered best-practice workflows at your fingertips — from discovery to launch and everything in between.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 hqTBcq\">Spark&apos;s Prompt Library puts 150+ AI-powered best-practice workflows at your fingertips &#x2014; from discovery to launch and everything in between.</p>",
      "words": 19,
      "direct": false,
      "issue": "First paragraph is 19 words and does not look like a concise direct answer."
    },
    {
      "heading": "Acceptance Criteria Generator",
      "headingHtml": "<h3 class=\"sc-f231891c-0 gzonva sc-a0ce65b7-4 kFvBPG\">Acceptance Criteria Generator</h3>",
      "firstParagraph": "Write tight, testable acceptance criteria that leave no ambiguity for engineering or QA.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 fNRcAa sc-a0ce65b7-5 gKnmYQ\">Write tight, testable acceptance criteria that leave no ambiguity for engineering or QA.</p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Annual Strategic Planning Facilitator",
      "headingHtml": "<h3 class=\"sc-f231891c-0 gzonva sc-a0ce65b7-4 kFvBPG\">Annual Strategic Planning Facilitator</h3>",
      "firstParagraph": "Run a rigorous annual planning process that produces clear strategic bets, not just a list of features for next year.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 fNRcAa sc-a0ce65b7-5 gKnmYQ\">Run a rigorous annual planning process that produces clear strategic bets, not just a list of features for next year.</p>",
      "words": 20,
      "direct": false,
      "issue": "First paragraph is 20 words and does not look like a concise direct answer."
    },
    {
      "heading": "Competitive Landscape Mapper",
      "headingHtml": "<h3 class=\"sc-f231891c-0 gzonva sc-a0ce65b7-4 kFvBPG\">Competitive Landscape Mapper</h3>",
      "firstParagraph": "Builds a structured view of the competitive landscape across multiple dimensions to reveal positioning opportunities.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 fNRcAa sc-a0ce65b7-5 gKnmYQ\">Builds a structured view of the competitive landscape across multiple dimensions to reveal positioning opportunities.</p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "Deep Work Planner",
      "headingHtml": "<h3 class=\"sc-f231891c-0 gzonva sc-a0ce65b7-4 kFvBPG\">Deep Work Planner</h3>",
      "firstParagraph": "Structures a PM's week to protect focused thinking time amid constant interruptions.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 fNRcAa sc-a0ce65b7-5 gKnmYQ\">Structures a PM&apos;s week to protect focused thinking time amid constant interruptions.</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Executive Update Generator",
      "headingHtml": "<h3 class=\"sc-f231891c-0 gzonva sc-a0ce65b7-4 kFvBPG\">Executive Update Generator</h3>",
      "firstParagraph": "Write an executive update that leads with what matters, communicates status honestly, and gets the response you need.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 fNRcAa sc-a0ce65b7-5 gKnmYQ\">Write an executive update that leads with what matters, communicates status honestly, and gets the response you need.</p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "Feature Brainstorm Facilitator",
      "headingHtml": "<h3 class=\"sc-f231891c-0 gzonva sc-a0ce65b7-4 kFvBPG\">Feature Brainstorm Facilitator</h3>",
      "firstParagraph": "Runs a structured brainstorming session to generate a diverse set of feature ideas for a defined problem space.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 fNRcAa sc-a0ce65b7-5 gKnmYQ\">Runs a structured brainstorming session to generate a diverse set of feature ideas for a defined problem space.</p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "Intelligence meets product management workflows",
      "headingHtml": "<h2 class=\"sc-d626836c-0 dlXSdO\">Intelligence meets <span class=\"gradient-highlighted-text\">product management workflows</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "<p class=\"sc-f231891c-0 ewcPFo\"></p>",
      "words": 0,
      "direct": false,
      "issue": "First paragraph is 0 words and does not look like a concise direct answer."
    },
    {
      "heading": "Align everyone around the product roadmap",
      "headingHtml": "<h3 class=\"sc-d626836c-0 fAXoQL\">Align everyone around the product roadmap</h3>",
      "firstParagraph": "Align teams on the right priorities to advance your strategy. Then unite the business around your product direction and what’s coming next.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 KRZqE\">Align teams on the right priorities to advance your strategy. Then unite the business around your product direction and what&#x2019;s coming next.</p>",
      "words": 23,
      "direct": false,
      "issue": "First paragraph is 23 words and does not look like a concise direct answer."
    },
    {
      "heading": "Turn customer feedback into actionable product insights",
      "headingHtml": "<h3 class=\"sc-d626836c-0 fAXoQL\">Turn customer feedback into actionable product insights</h3>",
      "firstParagraph": "Centralize all product feedback in one place. Then identify trends, surface top requests, and link key insights to related feature ideas.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 KRZqE\">Centralize all product feedback in one place. Then identify trends, surface top requests, and link key insights to related feature ideas.</p>",
      "words": 21,
      "direct": false,
      "issue": "First paragraph is 21 words and does not look like a concise direct answer."
    },
    {
      "heading": "Advance your product strategy",
      "headingHtml": "<h3 class=\"sc-d626836c-0 jJHKyo\">Advance your product strategy</h3>",
      "firstParagraph": "Achieve complete alignment between every product team’s priorities, product objectives, and top-level business goals.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 KRZqE\">Achieve complete alignment between every product team&#x2019;s priorities, product objectives, and top-level business goals.</p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "Accelerate the product development lifecycle",
      "headingHtml": "<h3 class=\"sc-d626836c-0 fAXoQL\">Accelerate the product development lifecycle</h3>",
      "firstParagraph": "Run a highly effective product org by standardizing your product processes and employing modern best practices.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 KRZqE\">Run a highly effective product org by standardizing your product processes and employing modern best practices.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Tighten the feedback loop and turn customers into fans",
      "headingHtml": "<h3 class=\"sc-d626836c-0 fAXoQL\">Tighten the feedback loop and turn customers into fans</h3>",
      "firstParagraph": "Validate your ideas and source feedback from your customer community. As feature ideas progress, close the loop with relevant customers.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 hgDkfR\">Validate your ideas and source feedback from your customer community. As feature ideas progress, close the loop with relevant customers.</p>",
      "words": 20,
      "direct": false,
      "issue": "First paragraph is 20 words and does not look like a concise direct answer."
    },
    {
      "heading": "A decade of experience serving the world’s top product orgs",
      "headingHtml": "<h2 class=\"sc-d626836c-0 gLLoMy\">A decade of experience serving <span class=\"gradient-highlighted-text\">the world&#x2019;s top product orgs</span></h2>",
      "firstParagraph": "CASE STUDY",
      "paragraphHtml": "<p class=\"sc-f231891c-0 jUbOuO sc-d10b6be9-1 lcWxZy\">CASE STUDY</p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Ready to ship faster and build smarter?",
      "headingHtml": "<h3 class=\"sc-d626836c-0 jzZzPc\">Ready to <span class=\"gradient-highlighted-text\">ship faster</span> and build smarter?</h3>",
      "firstParagraph": "",
      "paragraphHtml": "<p class=\"sc-f231891c-0 OxSQE\"></p>",
      "words": 0,
      "direct": false,
      "issue": "First paragraph is 0 words and does not look like a concise direct answer."
    },
    {
      "heading": "Purpose-built for product management",
      "headingHtml": "<h2 class=\"sc-d626836c-0 dMuirx\"><span class=\"gradient-highlighted-text\">Purpose-built</span> for product management</h2>",
      "firstParagraph": "Discover how every feature idea supports higher-level product objectives, initiatives, and goals.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 eQHbaG sc-d0af6df1-6 bzNbxH\">Discover how every feature idea supports higher-level product objectives, initiatives, and goals.</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Customer-centric at its core",
      "headingHtml": "<h2 class=\"sc-d626836c-0 gmBwGt\"><span class=\"gradient-highlighted-text\">Customer-centric</span> at its core</h2>",
      "firstParagraph": "Make better-informed product decisions by tapping into relevant customer feedback and requests.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 hqTBcq\">Make better-informed product decisions by tapping into relevant customer feedback and requests.</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "With an enterprise-grade platform",
      "headingHtml": "<h2 class=\"sc-d626836c-0 gmBwGt\">With an <span class=\"gradient-highlighted-text\">enterprise-grade</span> platform</h2>",
      "firstParagraph": "Built to support the modern product operating model, from fast-scaling startups to enterprise.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 eQHbaG sc-d0af6df1-6 bzNbxH\">Built to support the modern product operating model, from fast-scaling startups to enterprise.</p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Collaborative by design",
      "headingHtml": "<h2 class=\"sc-d626836c-0 iLFibM\"><span class=\"gradient-highlighted-text\">Collaborative</span> by design</h2>",
      "firstParagraph": "Bring product teams and other functions together around a platform designed for everyone who plays a role in the product’s success.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 cKytlE\">Bring product teams and other functions together around a platform designed for everyone who plays a role in the product&#x2019;s success.</p>",
      "words": 22,
      "direct": false,
      "issue": "First paragraph is 22 words and does not look like a concise direct answer."
    },
    {
      "heading": "Join thousands of Product Makers who already enjoy our newsletter",
      "headingHtml": "<h3 class=\"sc-d626836c-0 dbKOQL\">Join <u class=\"sc-46f20ba7-5 icMRRd\">thousands</u> of Product Makers who already enjoy our newsletter</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Solutions",
      "headingHtml": "<h3 class=\"sc-f231891c-0 gmRpoS\">Solutions</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Teams",
      "headingHtml": "<h3 class=\"sc-f231891c-0 gmRpoS\">Teams</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Product Guides",
      "headingHtml": "<h3 class=\"sc-f231891c-0 gmRpoS\">Product Guides</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Company",
      "headingHtml": "<h3 class=\"sc-f231891c-0 gmRpoS\">Company</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Support",
      "headingHtml": "<h3 class=\"sc-f231891c-0 gmRpoS\">Support</h3>",
      "firstParagraph": "Copyright © 2025 Productboard, Inc. All rights reserved.",
      "paragraphHtml": "<p class=\"sc-f231891c-0 iHBTXs\">Copyright &#xa9; 2025 Productboard, Inc. All rights reserved.</p>",
      "words": 7,
      "direct": false,
      "issue": "First paragraph is 7 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer intent coverage

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

1 Warning

Needs attention

AEO: Answer intent coverage

Warning

Issue

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

Details

Why it matters

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

Check name

AEO: Answer intent coverage

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "headings": [
    {
      "text": "The right PM prompt, right when you need it",
      "html": "<h2 class=\"sc-d626836c-0 bqhLox\">The right PM <span class=\"gradient-highlighted-text\">prompt</span>, right when you need it</h2>"
    },
    {
      "text": "Intelligence meets product management workflows",
      "html": "<h2 class=\"sc-d626836c-0 dlXSdO\">Intelligence meets <span class=\"gradient-highlighted-text\">product management workflows</span></h2>"
    },
    {
      "text": "A decade of experience serving the world’s top product orgs",
      "html": "<h2 class=\"sc-d626836c-0 gLLoMy\">A decade of experience serving <span class=\"gradient-highlighted-text\">the world&#x2019;s top product orgs</span></h2>"
    },
    {
      "text": "Purpose-built for product management",
      "html": "<h2 class=\"sc-d626836c-0 dMuirx\"><span class=\"gradient-highlighted-text\">Purpose-built</span> for product management</h2>"
    },
    {
      "text": "Customer-centric at its core",
      "html": "<h2 class=\"sc-d626836c-0 gmBwGt\"><span class=\"gradient-highlighted-text\">Customer-centric</span> at its core</h2>"
    },
    {
      "text": "With an enterprise-grade platform",
      "html": "<h2 class=\"sc-d626836c-0 gmBwGt\">With an <span class=\"gradient-highlighted-text\">enterprise-grade</span> platform</h2>"
    },
    {
      "text": "Collaborative by design",
      "html": "<h2 class=\"sc-d626836c-0 iLFibM\"><span class=\"gradient-highlighted-text\">Collaborative</span> by design</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Product Management Software?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Product Management Software work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Product Management Software?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Product Management Software free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Product Management Software compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Product Management Software?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Product Management Software work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Product Management Software?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Product Management Software free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Product Management Software compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "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.

1 Warning

Needs attention

AIO: Page experience for AIO

Warning

Issue

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

Details

Why it matters

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

Check name

AIO: Page experience for AIO

Score

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",
  "visibleWords": 995,
  "htmlBytes": 421226,
  "imagesMissingDimensions": [
    {
      "src": "/_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252F1318129318d7406dbd105e2328de4578&w=2560&q=75",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Productboard\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"sc-8dfbeffc-0 sc-42ded7ef-11 gkKEnH eCoKMZ\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252F1318129318d7406dbd105e2328de4578&amp;w=320&amp;q=75 320w, /_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1..."
    },
    {
      "src": "/_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252Fc3dd31e41f2f410d839db04a59875abc&w=2560&q=75",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Productboard\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"sc-8dfbeffc-0 sc-42ded7ef-11 gkKEnH jTAYtV\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252Fc3dd31e41f2f410d839db04a59875abc&amp;w=320&amp;q=75 320w, /_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1..."
    },
    {
      "src": "https://cdn.builder.io/api/v1/pixel?apiKey=1d8ecee591ac4358befb8fe998100548",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img role=\"presentation\" aria-hidden=\"true\" src=\"https://cdn.builder.io/api/v1/pixel?apiKey=1d8ecee591ac4358befb8fe998100548\" class=\"builder-block builder-pixel-qd7qhh7w1b css-1u1r04m\" builder-id=\"builder-pixel-qd7qhh7w1b\">"
    },
    {
      "src": "/_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252F8bb82319fb654aedbd49bfae4eaf424d&w=2560&q=75",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Roadmapping\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252F8bb82319fb654aedbd49bfae4eaf424d&amp;w=320&amp;q=75 320w, /_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252F8bb82319fb654aed..."
    },
    {
      "src": "/_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252F7ded5981c3af4cbba9d7893d2d09e26b&w=2560&q=75",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Customer insights\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252F7ded5981c3af4cbba9d7893d2d09e26b&amp;w=320&amp;q=75 320w, /_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252F7ded5981c3..."
    },
    {
      "src": "/_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252Fb80fa7269814451a82937ac43a03878f&w=2560&q=75",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Strategic planning\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252Fb80fa7269814451a82937ac43a03878f&amp;w=320&amp;q=75 320w, /_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252Fb80fa7269..."
    },
    {
      "src": "/_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252F35bc5ef59c614fb4bbbf3dc0f23f7806&w=2560&q=75",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Product operations\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252F35bc5ef59c614fb4bbbf3dc0f23f7806&amp;w=320&amp;q=75 320w, /_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252F35bc5ef59..."
    },
    {
      "src": "/_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252Fb80fa7269814451a82937ac43a03878f&w=2560&q=75",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Customer engagement\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252Fb80fa7269814451a82937ac43a03878f&amp;w=320&amp;q=75 320w, /_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252Fb80fa726..."
    },
    {
      "src": "/_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252Fb80fa7269814451a82937ac43a03878f&w=2560&q=75",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img decoding=\"async\" data-nimg=\"fill\" class=\"sc-8dfbeffc-0 sc-959f3619-1 gkKEnH fwPNvG\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252Fb80fa7269814451a82937ac43a03878f&amp;w=320&amp;q=75 320w, /_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252..."
    },
    {
      "src": "/_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252Fbdf1ce3aa6f04349947325c8d3b9ac77&w=2560&q=75",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img alt role=\"presentation\" fetchpriority=\"high\" decoding=\"async\" data-nimg=\"fill\" class=\"sc-8dfbeffc-0 bggljH builder-image\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;object-fit:cover;object-position:bottom;color:transparent\" sizes=\"100vw\" srcset=\"/_next/image/?url=https%3A%2F%2Fcdn.builder.io%2Fapi%2Fv1%2Fimage%2Fassets%252F1d8ecee591ac4358befb8fe998100548%252Fbdf1ce3aa6f04349947325c8d3b9ac77&amp;w=320&amp;q=75 320w, /_next/image/?url=https%3A%2F%2Fcdn.b..."
    }
  ],
  "possibleDialogs": [],
  "score": 80,
  "weight": 10
}

Agent Ease of UseAPIEmerging recommendation

AI context endpoint

AI context endpoint is informational for this page.

Informational

Needs attention

AI context endpoint

Informational

Issue

AI context endpoint is informational for this page.

Why it matters

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

Check name

AI context endpoint

Score

100/100

Status

informational

Category

API

Maturity

Emerging recommendation

Goal

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

Result

AI context endpoint is informational for this page.

Validation steps

Fetch to find resource
AI context endpoint was not found at the expected path.

Evidence

{
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/ai/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 135324
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 135283
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 115360
          }
        ]
      },
      "issue": "AI context endpoint was not found at the expected path.",
      "howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
    }
  ]
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Query intent coverage

AIO: Query intent coverage is informational for this page.

Informational

Needs attention

AIO: Query intent coverage

Informational

Issue

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

Details

Why it matters

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

Check name

AIO: Query intent coverage

Score

70/100

Status

informational

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Query intent coverage is informational for this page.

Evidence

{
  "headings": [
    {
      "text": "The right PM prompt, right when you need it",
      "html": "<h2 class=\"sc-d626836c-0 bqhLox\">The right PM <span class=\"gradient-highlighted-text\">prompt</span>, right when you need it</h2>"
    },
    {
      "text": "Intelligence meets product management workflows",
      "html": "<h2 class=\"sc-d626836c-0 dlXSdO\">Intelligence meets <span class=\"gradient-highlighted-text\">product management workflows</span></h2>"
    },
    {
      "text": "A decade of experience serving the world’s top product orgs",
      "html": "<h2 class=\"sc-d626836c-0 gLLoMy\">A decade of experience serving <span class=\"gradient-highlighted-text\">the world&#x2019;s top product orgs</span></h2>"
    },
    {
      "text": "Purpose-built for product management",
      "html": "<h2 class=\"sc-d626836c-0 dMuirx\"><span class=\"gradient-highlighted-text\">Purpose-built</span> for product management</h2>"
    },
    {
      "text": "Customer-centric at its core",
      "html": "<h2 class=\"sc-d626836c-0 gmBwGt\"><span class=\"gradient-highlighted-text\">Customer-centric</span> at its core</h2>"
    },
    {
      "text": "With an enterprise-grade platform",
      "html": "<h2 class=\"sc-d626836c-0 gmBwGt\">With an <span class=\"gradient-highlighted-text\">enterprise-grade</span> platform</h2>"
    },
    {
      "text": "Collaborative by design",
      "html": "<h2 class=\"sc-d626836c-0 iLFibM\"><span class=\"gradient-highlighted-text\">Collaborative</span> by design</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Product Management Software?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Product Management Software work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Product Management Software?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Product Management Software free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Product Management Software compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Product Management Software?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Product Management Software work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Product Management Software?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Product Management Software free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Product Management 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

Issue

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

Why it matters

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

Check name

Auth.md Agent Registration

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

Fetch and validate /auth.md
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.
Publish protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate agent_auth authorization metadata
OAuth authorization server metadata could not be fetched.

Evidence

{
  "failedStep": "auth-md",
  "steps": [
    {
      "id": "auth-md",
      "title": "Fetch and validate /auth.md",
      "status": "fail",
      "evidence": {
        "path": "/auth.md",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8",
        "length": 115360,
        "validation": {
          "valid": false,
          "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.",
          "compatibleContentType": false,
          "contentLength": 114703,
          "hasRegisterInstructions": true,
          "hasProtectedResourceLink": false,
          "hasAuthorizationServerLink": false,
          "mentionsIdentity": true,
          "mentionsCredential": false,
          "links": [
            "/_next/static/chunks/webpack-9255094faec524f6.js",
            "/_next/static/chunks/4bd1b696-182b6b13bdad92e3.js",
            "/script",
            "/_next/static/chunks/1255-4fb364ffeefcc964.js",
            "/script",
            "/_next/static/chunks/main-app-b7ac91ae224968d9.js",
            "/script",
            "/favicon.ico",
            "/x-icon",
            "/_next/static/chunks/polyfills-42372ed130431b0a.js"
          ],
          "rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-9255094faec524f6.js\"/><script src=\"/_next/static/chunks/4bd1b696-182b6b13bdad92e3.js\" async=\"\"></script><script src=\"/_next/static/chunks/1255-4fb364ffeefcc964.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-b7ac91ae224968d9.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><link rel=\"icon\" href=\"/favicon.ico\" type=\"image/x-icon\" sizes=\"48x48\"/><script src=\"/_next/static/chunks/polyfills-42372ed130431b0a.js\" noModule=\"\"></script><style data-styled=\"\" data-styled-version=\"6.1.18\">.gmRpoS{font-family:"
        }
      },
      "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.",
      "howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
    },
    {
      "id": "oauth-protected-resource",
      "title": "Publish protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8",
        "length": 115688,
        "text": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-9255094faec524f6.js\"/><script src=\"/_next/static/chunks/4bd1b696-182b6b13bdad92e3.js\" async=\"\"></script><script src=\"/_next/static/chunks/1255-4fb364ffeefcc964.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-b7ac91ae224968d9.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><link rel=\"icon\" href=\"/favicon.ico\" type=\"image/x-icon\" sizes=\"48x48\"/><script src=\"/_next/static/chunks/polyfills-42372ed130431b0a.js\" noModule=\"\"></script><style data-styled=\"\" data-styled-version=\"6.1.18\">.gmRpoS{font-family:var(--font-family-eina);font-size:var(--text-immutable-body);line-height:var(--text-immutable-body-line-height);color:var(--text-primary, #000C2C);font-weight:var(--font-semibold);text-transform:none;font-style:normal;}/*!sc*/\n.fNRcAa{font-family:var(--font-family-eina);font-size:var(--text-small);line-height:var(--text-small-line-height);color:var(--text-secondary, #2B334A);font-weight:var(--font-regular);text-transform:none;font-style:normal;}/*!sc*/\n.iHBTXs{font-family:var(--font-family-eina);font-size:var(--text-immutable-body);line-height:var(--text-immutable-body-line-height);color:var(--text-white, #FFF);font-weight:var(--font-regular);text-transform:none;font-style:normal;}/*!sc*/\n.gwnaPm{font-family:var(--font-family-eina);font-size:var(--text-immutable-body);line-height:var(--text-immutable-body-line-height);color:var(--text-half-opacity, #FFFFFF);font-weight:var(--font-regular);text-transform:none;font-style:normal;}/*!sc*/\n.FgMOi{font-family:var(--font-family-eina);font-size:var(--text-body);line-height:var(--text-body-line-height);color:var(--text-secondary, #2B334A);font-weight:var(--font-regular);text-transform:none;font-style:normal;}/*!sc*/\ndata-styled.g1[id=\"sc-f231891c-0\"]{content:\"gmRpoS,fNRcAa,iHBTXs,gwnaPm,FgMOi,\"}/*!sc*/\n.lnpqDR{width:12px;height:12px;color:currentColor;display:inline-block;flex-shrink:0;}/*!sc*/\n.fgBOKX{width:24px;height:24px;color:var(--text-white, #FFF);display:inline-block;flex-shrink:0;}/*!sc*/\ndata-styled.g6[id=\"sc-829600aa-0\"]{content:\"lnpqDR,fgBOKX,\"}/*!sc*/\n.dbKOQL{width:100%;font-family:var(--font-family-eina);font-size:var(--heading-4);line-height:var(--heading-4-line-height);color:var(--text-primary, #000C2C);font-weight:var(--font-semibold);text-transform:none;text-align:start;}/*!sc*/\ndata-styled.g17[id=\"sc-d626836c-0\"]{content:\"dbKOQL,\"}/*!sc*/\n.bQMNrc{height:24px;position:relative;cursor:pointer;color:var(--text-tertiary, #5F677B);width:fit-content;transition:color 0.2s ease-in-out;display:inline-flex;justify-content:center;align-items:center;gap:var(--spacing-xs, 0.25rem);}/*!sc*/\n.bQMNrc::after{transition:all 0.3s ease-in-out;content:'';position:absolute;top:-4px;left:-6px;right:-6px;bottom:-4px;border:2px solid transparent;border-radius:var(--radius-md, 12px);pointer-events:none;z-index:2;}/*!sc*/\n.bQMNrc:focus,.bQMNrc:focus-visible{outline:none;outline-style:none;}/*!sc*/\n.bQMNrc:focus::after,.bQMNrc:focus-visible::after{content:'';position:absolute;top:-4px;left:-6px;right:-6px;bottom:-4px;border:2px solid var(--border-brand, #0565C6);border-radius:var(--radius-md, 12px);pointer-events:none;z-index:2;}/*!sc*/\n.bQMNrc span{color:var(--text-tertiary, #5F677B);text-decoration:underline;text-decoration-color:transparent;transition:color 0.2s ease-in-out,text-decoration-color 0.2s ease-in-out;}/*!sc*/\n.bQMNrc:hover{color:var(--text-brand, #0565C6);}/*!sc*/\n.bQMNrc:hover span{color:var(--text-brand, #0565C6);text-decoration:underline;text-decoration-color:var(--text-brand, #0565C6);}/*!sc*/\n.bQMNrc:active{color:var(--text-brand, #0565C6);}/*!sc*/\n.bQMNrc:active span{color:var(--text-brand, #0565C6);text-decoration:underline;text-decoration-color:var(--text-brand, #0565C6);}/*!sc*/\n.bQMNrc"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
    },
    {
      "id": "agent-auth-block",
      "title": "Validate agent_auth authorization metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "issue": "OAuth authorization server metadata could not be fetched.",
        "fetch": {
          "ok": false,
          "statusCode": 404,
          "contentType": "text/html; charset=utf-8",
          "length": 115707,
          "text": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-9255094faec524f6.js\"/><script src=\"/_next/static/chunks/4bd1b696-182b6b13bdad92e3.js\" async=\"\"></script><script src=\"/_next/static/chunks/1255-4fb364ffeefcc964.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-b7ac91ae224968d9.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><link rel=\"icon\" href=\"/favicon.ico\" type=\"image/x-icon\" sizes=\"48x48\"/><script src=\"/_next/static/chunks/polyfills-42372ed130431b0a.js\" noModule=\"\"></script><style data-styled=\"\" data-styled-version=\"6.1.18\">.gmRpoS{font-family:var(--font-family-eina);font-size:var(--text-immutable-body);line-height:var(--text-immutable-body-line-height);color:var(--text-primary, #000C2C);font-weight:var(--font-semibold);text-transform:none;font-style:normal;}/*!sc*/\n.fNRcAa{font-family:var(--font-family-eina);font-size:var(--text-small);line-height:var(--text-small-line-height);color:var(--text-secondary, #2B334A);font-weight:var(--font-regular);text-transform:none;font-style:normal;}/*!sc*/\n.iHBTXs{font-family:var(--font-family-eina);font-size:var(--text-immutable-body);line-height:var(--text-immutable-body-line-height);color:var(--text-white, #FFF);font-weight:var(--font-regular);text-transform:none;font-style:normal;}/*!sc*/\n.gwnaPm{font-family:var(--font-family-eina);font-size:var(--text-immutable-body);line-height:var(--text-immutable-body-line-height);color:var(--text-half-opacity, #FFFFFF);font-weight:var(--font-regular);text-transform:none;font-style:normal;}/*!sc*/\n.FgMOi{font-family:var(--font-family-eina);font-size:var(--text-body);line-height:var(--text-body-line-height);color:var(--text-secondary, #2B334A);font-weight:var(--font-regular);text-transform:none;font-style:normal;}/*!sc*/\ndata-styled.g1[id=\"sc-f231891c-0\"]{content:\"gmRpoS,fNRcAa,iHBTXs,gwnaPm,FgMOi,\"}/*!sc*/\n.lnpqDR{width:12px;height:12px;color:currentColor;display:inline-block;flex-shrink:0;}/*!sc*/\n.fgBOKX{width:24px;height:24px;color:var(--text-white, #FFF);display:inline-block;flex-shrink:0;}/*!sc*/\ndata-styled.g6[id=\"sc-829600aa-0\"]{content:\"lnpqDR,fgBOKX,\"}/*!sc*/\n.dbKOQL{width:100%;font-family:var(--font-family-eina);font-size:var(--heading-4);line-height:var(--heading-4-line-height);color:var(--text-primary, #000C2C);font-weight:var(--font-semibold);text-transform:none;text-align:start;}/*!sc*/\ndata-styled.g17[id=\"sc-d626836c-0\"]{content:\"dbKOQL,\"}/*!sc*/\n.bQMNrc{height:24px;position:relative;cursor:pointer;color:var(--text-tertiary, #5F677B);width:fit-content;transition:color 0.2s ease-in-out;display:inline-flex;justify-content:center;align-items:center;gap:var(--spacing-xs, 0.25rem);}/*!sc*/\n.bQMNrc::after{transition:all 0.3s ease-in-out;content:'';position:absolute;top:-4px;left:-6px;right:-6px;bottom:-4px;border:2px solid transparent;border-radius:var(--radius-md, 12px);pointer-events:none;z-index:2;}/*!sc*/\n.bQMNrc:focus,.bQMNrc:focus-visible{outline:none;outline-style:none;}/*!sc*/\n.bQMNrc:focus::after,.bQMNrc:focus-visible::after{content:'';position:absolute;top:-4px;left:-6px;right:-6px;bottom:-4px;border:2px solid var(--border-brand, #0565C6);border-radius:var(--radius-md, 12px);pointer-events:none;z-index:2;}/*!sc*/\n.bQMNrc span{color:var(--text-tertiary, #5F677B);text-decoration:underline;text-decoration-color:transparent;transition:color 0.2s ease-in-out,text-decoration-color 0.2s ease-in-out;}/*!sc*/\n.bQMNrc:hover{color:var(--text-brand, #0565C6);}/*!sc*/\n.bQMNrc:hover span{color:var(--text-brand, #0565C6);text-decoration:underline;text-decoration-color:var(--text-brand, #0565C6);}/*!sc*/\n.bQMNrc:active{color:var(--text-brand, #0565C6);}/*!sc*/\n.bQMNrc:active span{color:var(--text-brand, #0565C6);text-decoration:underline;text-decoration-color:var(--text-brand, #0565C6);}/*!sc*/\n.bQMNrc"
        }
      },
      "issue": "OAuth authorization server metadata could not be fetched.",
      "howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

AI DiscoverabilityDiscoverabilityEstablished

IndexNow key

IndexNow key is informational for this page.

Informational

Needs attention

IndexNow key

Informational

Issue

IndexNow key is informational for this page.

Why it matters

IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.

Check name

IndexNow key

Score

100/100

Status

informational

Category

Discoverability

Maturity

Established

Goal

Verify that IndexNow ownership key placement is detectable when the site advertises it.

Result

IndexNow key is informational for this page.

Validation steps

Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.

Evidence

{
  "steps": [
    {
      "id": "advertised-location",
      "title": "Find advertised IndexNow key location",
      "status": "informational",
      "evidence": {
        "advertised": []
      },
      "issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
      "howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
    },
    {
      "id": "fetch-key",
      "title": "Fetch and validate IndexNow key file",
      "status": "informational",
      "evidence": {
        "advertised": [],
        "checked": []
      },
      "issue": "No discoverable IndexNow key file was found.",
      "howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
    }
  ]
}

Agent Ease of UseAuthEstablished

OAuth / OIDC discovery

OAuth / OIDC discovery has an informational finding because the page appears to support authentication.

Informational

Needs attention

OAuth / OIDC discovery

Informational

Issue

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

Why it matters

OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.

Check name

OAuth / OIDC discovery

Score

0/100

Status

informational

Category

Auth

Maturity

Established

Goal

Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.

Result

OAuth / OIDC discovery has an informational finding because the page appears to support authentication.

Validation steps

Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/openid-configuration",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 115643
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 115707
          }
        ]
      },
      "issue": "OAuth / OIDC discovery was not found at the expected path.",
      "howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Agent Ease of UseAuthEmerging recommendation

OAuth Protected Resource

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

Informational

Needs attention

OAuth Protected Resource

Informational

Issue

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

Why it matters

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

Check name

OAuth Protected Resource

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource JSON."
    },
    {
      "id": "metadata",
      "title": "Validate protected resource metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-9255094faec524f6.js\"/><script src=\"/_next/static/chunks/4bd1b696-182b6b13bdad92e3.js\" async=\"\"></script><script src=\"/_next/static/chunks/1255-4fb364ffeefcc964.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-b7ac91ae224968d9.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><link rel=\"icon\" href=\"/favicon.ico\" type=\"image/x-icon\" sizes=\"48x48\"/><script src=\"/_next/static/chunks/polyfills-42372ed130431b0a.js\" noModule=\"\"></script><style data-styled=\"\" data-styled-version=\"6.1.18\">.gmRpoS{font-family:"
      },
      "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.productboard.com"
      },
      "issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
      "howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
    },
    {
      "id": "protected-route-challenge",
      "title": "Probe protected API Bearer challenge",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/admin/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.productboard.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.productboard.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.productboard.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          }
        ]
      },
      "issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
      "howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

SEOSEOBrowser audit

Image elements do not have `[alt]` attributes

50 Fail

Check name

Image elements do not have `[alt]` attributes

Score

0/100

Status

fail

Device

desktop

Category

SEO

Fix guidance

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

References

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

Evidence

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

SEOSEOBrowser audit

Links do not have descriptive text

50 Fail

Check name

Links do not have descriptive text

Score

0/100

Status

fail

Device

desktop

Category

SEO

Estimated savings

1 link found

Fix guidance

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

References

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

Evidence

{
  "displayValue": "1 link found",
  "description": "Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/)."
}

Performance and AccessibilityAccessibilityBrowser audit

`[role]`s are not contained by their required parent element

33 Fail

Check name

`[role]`s are not contained by their required parent element

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

Some ARIA child roles must be contained by specific parent roles to properly perform their intended accessibility functions. [Learn more about ARIA roles and required parent element](https://dequeuniversity.com/rules/axe/4.11/aria-required-parent).

References

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

Evidence

{
  "description": "Some ARIA child roles must be contained by specific parent roles to properly perform their intended accessibility functions. [Learn more about ARIA roles and required parent element](https://dequeuniversity.com/rules/axe/4.11/aria-required-parent)."
}

Performance and AccessibilityAccessibilityBrowser audit

Elements with an ARIA `[role]` that require children to contain a specific `[role]` are missing some or all of those required children.

33 Fail

Check name

Elements with an ARIA `[role]` that require children to contain a specific `[role]` are missing some or all of those required children.

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

Some ARIA parent roles must contain specific child roles to perform their intended accessibility functions. [Learn more about roles and required children elements](https://dequeuniversity.com/rules/axe/4.11/aria-required-children).

References

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

Evidence

{
  "description": "Some ARIA parent roles must contain specific child roles to perform their intended accessibility functions. [Learn more about roles and required children elements](https://dequeuniversity.com/rules/axe/4.11/aria-required-children)."
}

Performance and AccessibilityAccessibilityBrowser audit

Some elements have a `[tabindex]` value greater than 0

33 Fail

Check name

Some elements have a `[tabindex]` value greater than 0

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

A value greater than 0 implies an explicit navigation ordering. Although technically valid, this often creates frustrating experiences for users who rely on assistive technologies. [Learn more about the `tabindex` attribute](https://dequeuniversity.com/rules/axe/4.11/tabindex).

References

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

Evidence

{
  "description": "A value greater than 0 implies an explicit navigation ordering. Although technically valid, this often creates frustrating experiences for users who rely on assistive technologies. [Learn more about the `tabindex` attribute](https://dequeuniversity.com/rules/axe/4.11/tabindex)."
}

Performance and AccessibilityPerformanceBrowser audit

Image optimization

17 Fail

Check name

Image optimization

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

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

References

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

Evidence

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

Performance and AccessibilityPerformanceBrowser audit

LCP breakdown

17 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.

References

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

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

Reduce JavaScript execution time

17 Fail

Check name

Reduce JavaScript execution time

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

5.1 s

Fix guidance

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

References

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

Evidence

{
  "displayValue": "5.1 s",
  "description": "Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).",
  "numericValue": 5100.783000000027
}

Performance and AccessibilityPerformanceBrowser audit

Avoid enormous network payloads

8 Warning

Check name

Avoid enormous network payloads

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Total size was 2,948 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/).

References

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

Evidence

{
  "displayValue": "Total size was 2,948 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": 3019011
}

Performance and AccessibilityPerformanceBrowser audit

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

8 Warning

Check name

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

Score

50/100

Status

warning

Device

desktop

Category

Performance

Fix guidance

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

References

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

Evidence

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

Performance and AccessibilityPerformanceBrowser audit

Loading performance

8 Fail

Check name

Loading performance

Score

54/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

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

References

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

Evidence

{
  "checks": [
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 100,
      "displayValue": "0.3 s",
      "numericValue": 321.00101328735013
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 0,
      "displayValue": "6.4 s",
      "numericValue": 6395.468831750248
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "20 ms",
      "numericValue": 19.007685
    },
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 40 ms",
      "numericValue": 41
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 0,
      "displayValue": "2,010 ms",
      "numericValue": 2008.9999999999998
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 33,
      "displayValue": "3.0 s",
      "numericValue": 3019.234938738543
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 27,
      "displayValue": "5.9 s",
      "numericValue": 5916.603656278522
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 74,
      "displayValue": "180 ms",
      "numericValue": 178
    }
  ]
}

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 date	Score	Readiness	Report
Jun 10, 2026	48/100	Level 2, Agent-Limited	Current report