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72/100
OVERALL SCORE
Level 3, Bot-Aware
Moderate readiness for AI agents
- AI Discoverability 54 out of 100
- Agent Ease of Use 6 out of 100
- Security & Trust 100 out of 100
- GEO, AIO and AEO 76 out of 100
- SEO 100 out of 100
- Performance and Accessibility 98 out of 100
What AI sees of your website
ProdPad – The platform for product management
ProdPad is the product operating system for customer-driven product management, helping teams shape strategy, understand feedback, and build AI-powered roadmaps.
Next step
Turn this report into a fix workflow
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 54 | Needs work | 11 | 12 | 1 | View details |
| Discoverability | 67 | Needs work | 5 | 4 | 0 | View details |
| Content Readiness | 58 | Needs work | 5 | 5 | 1 | View details |
| Bot Access Control | 33 | Priority fix | 1 | 3 | 0 | View details |
| Agent Ease of Use | 6 | Priority fix | 4 | 29 | 3 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 7 | 0 | View details |
| MCP | 13 | Priority fix | 0 | 6 | 2 | 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 | 76 | Mostly ready | 4 | 2 | 13 | View details |
| GEO Readiness | 87 | Mostly ready | 1 | 0 | 4 | |
| AIO Readiness | 76 | Mostly ready | 2 | 1 | 4 | View details |
| AEO Readiness | 64 | Needs work | 1 | 1 | 5 | View details |
| SEO | 100 | Strong | 11 | 0 | 0 | |
| SEO | 100 | Strong | 11 | 0 | 0 | |
| Security & Trust | 100 | Strong | 9 | 0 | 0 | |
| Security & Trust | 100 | Strong | 5 | 0 | 0 | |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 98 | Strong | 24 | 3 | 0 | View details |
| Performance | 100 | Strong | 13 | 1 | 0 | View details |
| Accessibility | 95 | Strong | 11 | 2 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
40 items need attention
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
50 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
50 Fail
Needs attention
API Catalog
01
Issue
The API catalog endpoint did not return HTTP 2xx.
02
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Fetch API catalog".
Validation steps
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>\n<!--[if IE 7]><html class=\"no-js lt-ie9 lt-ie8 ie7\"> <![endif]-->\n<!--[if IE 8]><html class=\"no-js lt-ie9 ie8\"> <![endif]-->\n<!--[if IE 9]><html class=\"no-js ie9\"> <![endif]-->\n<!--[if gt IE 9]><!-->\n<html lang=\"en\">\n<!--<![endif]-->\n\n<head>\n <meta charset=\"UTF-8\">\n <title>Page not found | ProdPad</title>\n <meta name=\"viewport\" content=\"width=device-width,initial-scale=1\">\n <link rel='preload'\n href=\"https://www.prodpad.com/wp-content/themes/pp_2020/generated/fonts/libre-baskerville-v14-latin-regular.woff2\"\n as='font' type='font/woff2' crossorigin>\n <link rel='preload' href=\"https://www.prodpad.com/wp-content/themes/pp_2020/generated/fonts/oxygen-v15-latin-300.woff2\"\n as='font' type='font/woff2' crossorigin>\n <meta name='robots' conten"
},
"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 DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
50 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
50 Fail
Needs attention
Content Signal
01
Issue
No Content Signal found in robots.txt
02
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
50 Fail
AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
50 Fail
Needs attention
High-value schema types
01
Issue
No high-value schema types (e.g. Article, Product, Service) were found.
02
Why it matters
High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.
Check name
High-value schema types
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Use schema types that describe the page's primary content or offering.
Result
High-value schema types is missing or incomplete.
Evidence
{
"found": [],
"expected": [
"Article",
"BlogPosting",
"NewsArticle",
"Product",
"SoftwareApplication",
"FAQPage",
"LocalBusiness",
"VideoObject",
"HowTo",
"Event",
"Course",
"Review",
"Service"
],
"allTypes": [
"Corporation",
"SiteNavigationElement",
"WebSite"
]
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
50 Fail
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
50 Fail
Needs attention
Link headers
01
Issue
No useful agent discovery Link headers were found.
02
Why it matters
Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.
Check name
Link headers
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Include Link response headers for agent discovery using RFC 8288.
Result
Link headers failed at "Find useful Link headers".
Validation steps
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": [
{
"url": "https://www.prodpad.com/wp-json/",
"rel": "https://api.w.org/",
"type": "application/json"
}
]
},
"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
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Needs attention
OpenAPI discovery
01
Issue
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=UTF-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
02
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery failed at "Find valid OpenAPI document".
Validation steps
Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=UTF-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Find valid OpenAPI document",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<!--[if IE 7]><html class=\"no-js lt-ie9 lt-ie8 ie7\"> <![endif]-->\n<!--[if IE 8]><html class=\"no-js lt-ie9 ie8\"> <![endif]-->\n<!--[if IE 9]><html class=\"no-js ie9\"> <![endif]-->\n<!--[if gt IE 9]><!-->\n<html lang=\"en\">\n<!--<![endif]-->\n\n<head>\n <meta charset=\"UTF-8\">\n <title>Page not found | ProdPad</title>\n <meta name=\"viewport\" content=\"width=device-width,initial-scale=1\">\n <link rel='preload'\n href=\"https://www.prodpad.com/wp-content/themes/pp_2020/generated/fonts/libre-baskerville-v14-latin-regular.woff2\"\n as='font' type='font/woff2' crossorigin>\n <link rel='preload' href=\"https://www.prodpad.com/wp-content/themes/pp_2020/generated/fonts/oxygen-v15-latin-300.woff2\"\n as='font' type='font/woff2' crossorigin>\n <meta name='robots' conten"
},
{
"path": "/openapi.yaml",
"error": "TimeoutError: The operation was aborted due to timeout"
},
{
"path": "/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<!--[if IE 7]><html class=\"no-js lt-ie9 lt-ie8 ie7\"> <![endif]-->\n<!--[if IE 8]><html class=\"no-js lt-ie9 ie8\"> <![endif]-->\n<!--[if IE 9]><html class=\"no-js ie9\"> <![endif]-->\n<!--[if gt IE 9]><!-->\n<html lang=\"en\">\n<!--<![endif]-->\n\n<head>\n <meta charset=\"UTF-8\">\n <title>Page not found | ProdPad</title>\n <meta name=\"viewport\" content=\"width=device-width,initial-scale=1\">\n <link rel='preload'\n href=\"https://www.prodpad.com/wp-content/themes/pp_2020/generated/fonts/libre-baskerville-v14-latin-regular.woff2\"\n as='font' type='font/woff2' crossorigin>\n <link rel='preload' href=\"https://www.prodpad.com/wp-content/themes/pp_2020/generated/fonts/oxygen-v15-latin-300.woff2\"\n as='font' type='font/woff2' crossorigin>\n <meta name='robots' conten"
},
{
"path": "/swagger.yaml",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<!--[if IE 7]><html class=\"no-js lt-ie9 lt-ie8 ie7\"> <![endif]-->\n<!--[if IE 8]><html class=\"no-js lt-ie9 ie8\"> <![endif]-->\n<!--[if IE 9]><html class=\"no-js ie9\"> <![endif]-->\n<!--[if gt IE 9]><!-->\n<html lang=\"en\">\n<!--<![endif]-->\n\n<head>\n <meta charset=\"UTF-8\">\n <title>Page not found | ProdPad</title>\n <meta name=\"viewport\" content=\"width=device-width,initial-scale=1\">\n <link rel='preload'\n href=\"https://www.prodpad.com/wp-content/themes/pp_2020/generated/fonts/libre-baskerville-v14-latin-regular.woff2\"\n as='font' type='font/woff2' crossorigin>\n <link rel='preload' href=\"https://www.prodpad.com/wp-content/themes/pp_2020/generated/fonts/oxygen-v15-latin-300.woff2\"\n as='font' type='font/woff2' crossorigin>\n <meta name='robots' conten"
},
{
"path": "/api/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<!--[if IE 7]><html class=\"no-js lt-ie9 lt-ie8 ie7\"> <![endif]-->\n<!--[if IE 8]><html class=\"no-js lt-ie9 ie8\"> <![endif]-->\n<!--[if IE 9]><html class=\"no-js ie9\"> <![endif]-->\n<!--[if gt IE 9]><!-->\n<html lang=\"en\">\n<!--<![endif]-->\n\n<head>\n <meta charset=\"UTF-8\">\n <title>Page not found | ProdPad</title>\n <meta name=\"viewport\" content=\"width=device-width,initial-scale=1\">\n <link rel='preload'\n href=\"https://www.prodpad.com/wp-content/themes/pp_2020/generated/fonts/libre-baskerville-v14-latin-regular.woff2\"\n as='font' type='font/woff2' crossorigin>\n <link rel='preload' href=\"https://www.prodpad.com/wp-content/themes/pp_2020/generated/fonts/oxygen-v15-latin-300.woff2\"\n as='font' type='font/woff2' crossorigin>\n <meta name='robots' conten"
},
{
"path": "/api/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<!--[if IE 7]><html class=\"no-js lt-ie9 lt-ie8 ie7\"> <![endif]-->\n<!--[if IE 8]><html class=\"no-js lt-ie9 ie8\"> <![endif]-->\n<!--[if IE 9]><html class=\"no-js ie9\"> <![endif]-->\n<!--[if gt IE 9]><!-->\n<html lang=\"en\">\n<!--<![endif]-->\n\n<head>\n <meta charset=\"UTF-8\">\n <title>Page not found | ProdPad</title>\n <meta name=\"viewport\" content=\"width=device-width,initial-scale=1\">\n <link rel='preload'\n href=\"https://www.prodpad.com/wp-content/themes/pp_2020/generated/fonts/libre-baskerville-v14-latin-regular.woff2\"\n as='font' type='font/woff2' crossorigin>\n <link rel='preload' href=\"https://www.prodpad.com/wp-content/themes/pp_2020/generated/fonts/oxygen-v15-latin-300.woff2\"\n as='font' type='font/woff2' crossorigin>\n <meta name='robots' conten"
},
{
"path": "/docs/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<!--[if IE 7]><html class=\"no-js lt-ie9 lt-ie8 ie7\"> <![endif]-->\n<!--[if IE 8]><html class=\"no-js lt-ie9 ie8\"> <![endif]-->\n<!--[if IE 9]><html class=\"no-js ie9\"> <![endif]-->\n<!--[if gt IE 9]><!-->\n<html lang=\"en\">\n<!--<![endif]-->\n\n<head>\n <meta charset=\"UTF-8\">\n <title>Page not found | ProdPad</title>\n <meta name=\"viewport\" content=\"width=device-width,initial-scale=1\">\n <link rel='preload'\n href=\"https://www.prodpad.com/wp-content/themes/pp_2020/generated/fonts/libre-baskerville-v14-latin-regular.woff2\"\n as='font' type='font/woff2' crossorigin>\n <link rel='preload' href=\"https://www.prodpad.com/wp-content/themes/pp_2020/generated/fonts/oxygen-v15-latin-300.woff2\"\n as='font' type='font/woff2' crossorigin>\n <meta name='robots' conten"
}
]
},
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
}
]
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
50 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
50 Fail
Needs attention
Web Bot Auth request signing
01
Issue
Web Bot Auth request signing was not found at the expected path.
02
Why it matters
Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.
Check name
Web Bot Auth request signing
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.
Result
Web Bot Auth request signing failed at "Fetch to find resource".
Validation steps
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": 108728
}
]
},
"issue": "Web Bot Auth request signing was not found at the expected path.",
"howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
33 Fail
Needs attention
Markdown negotiation
01
Issue
Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.
02
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
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 "Accept-Encoding, Accept-Encoding, Accept-Encoding, Accept-Encoding,Cookie".
Structured Markdown body
Markdown response is missing a heading.
Evidence
{
"failedStep": "content-type",
"steps": [
{
"id": "content-type",
"title": "Markdown content type",
"status": "fail",
"evidence": {
"statusCode": 200,
"contentType": "text/html; charset=UTF-8"
},
"issue": "Content-Type \"text/html; charset=UTF-8\" does not indicate Markdown when requested with Accept: text/markdown.",
"howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
},
{
"id": "vary-accept",
"title": "Vary: Accept header",
"status": "fail",
"evidence": {
"vary": "Accept-Encoding, Accept-Encoding, Accept-Encoding, Accept-Encoding,Cookie"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"Accept-Encoding, Accept-Encoding, Accept-Encoding, Accept-Encoding,Cookie\".",
"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": 18051,
"excerpt": "<!DOCTYPE html>\n<!--[if IE 7]><html class=\"no-js lt-ie9 lt-ie8 ie7\"> <![endif]-->\n<!--[if IE 8]><html class=\"no-js lt-ie9 ie8\"> <![endif]-->\n<!--[if IE 9]><html class=\"no-js ie9\"> <![endif]-->\n<!--[if gt IE 9]><!-->\n<html lang=\"en\">\n<!--<![",
"issue": "Markdown response is missing a heading."
},
"issue": "Markdown response is missing a heading.",
"howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
33 Fail
Needs attention
Semantic HTML
01
Issue
Semantic HTML is incomplete: skipped heading levels; 1 links missing accessible names.
Details
02
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": true,
"nav": true,
"footer": true,
"meaningfulH1": true,
"headingOrder": false,
"accessibleLinks": false,
"accessibleButtons": true,
"imageAltCoverage": true,
"formAutocompleteCoverage": true,
"details": {
"inaccessibleLinks": [
"<a href=\"#\" class=\"js-menu-button site-header__menu-overlay\"></a>"
],
"inaccessibleButtons": [],
"missingAutocompleteInputs": [],
"imagesMissingAlt": [],
"skippedHeadingLevels": [
"h4: ProdPad Header",
"h2: Main Navigation",
"h2: The Outcome",
"h1: Product management software that turns strategy into outcomes",
"h3: Trusted by 1000’s of product people around the world",
"h2: Your disconnected tools are costing you",
"h3: Your roadmap is a slide deck that’s already out of date",
"h3: Feedback is everywhere. Patterns are nowhere",
"h3: Every idea looks urgent. The loudest voice wins.",
"h3: Every stakeholder wants a different update",
"h2: Every one of the problems above comes from the same root cause. Your product decisions live in tools that don't talk to each other. ProdPad is the connected system that fixes it.",
"h2: See the full picture across your product org",
"h3: Share a roadmap your team understands",
"h3: Prioritize with evidence behind every call",
"h3: See what customers actually need",
"h2: This is what product management should feel like",
"h2: Make your roadmap resonate",
"h2: Stay outcome focused",
"h2: Move faster with AI",
"h2: Build aligned product culture",
"h2: Sync strategy with delivery across your tools",
"h2: Built for how you work",
"h3: Product Leaders",
"h3: Product Managers",
"h3: Product Ops",
"h2: We’re a product management community.Come join us.",
"h3: I found ProdPad to be incredibly better at managing the messy stuff that comes after ideation. One of the biggest pieces of value was how it helped push the team towards better product management practices.",
"h3: Best thing about roadmaps is tracing an initiative all the way back through a piece of feedback that triggered the discovery. The best feature is embedding the roadmap directly into our website. Building in the open and sharing our plans with customers is game changing.",
"h3: ProdPad filled in the blanks that other product management products seemed to skip over by connecting the ideas we were working on with the related customer feedback.",
"h2: Get a tool that’s built on opinions. Good ones.",
"h2: Designed by product people. For product people.",
"h2: Footer Navigation",
"h4: Starting with ProdPad",
"h4: Best Practices",
"h4: About Us"
]
},
"counts": {
"h1": 1,
"headings": 35,
"links": 111,
"inaccessibleLinks": 1,
"buttons": 7,
"inaccessibleButtons": 0,
"images": 93,
"imagesWithAlt": 93,
"autocompleteInputs": 0,
"inputsWithAutocomplete": 0,
"missingAutocompleteInputs": 0
}
}Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
25 Fail
Needs attention
MCP Server Card
01
Issue
MCP Server Card was not found at the expected path.
02
Why it matters
MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.
Check name
MCP Server Card
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Publish an MCP Server Card for agent discovery.
Result
MCP Server Card failed at "Fetch to find resource".
Validation steps
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": 108728
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 108728
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 108728
}
]
},
"issue": "MCP Server Card was not found at the expected path.",
"howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
}
]
}Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
25 Fail
Needs attention
mcp.json
01
Issue
mcp.json was not found at the expected path.
02
Why it matters
MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.
Check name
mcp.json
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.
Result
mcp.json failed at "Fetch to find resource".
Validation steps
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": 109647
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 108728
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 108728
}
]
},
"issue": "mcp.json was not found at the expected path.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
25 Fail
Needs attention
WebMCP manifest
01
Issue
WebMCP manifest was not found at the expected path.
02
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
0/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Fetch to find resource".
Validation steps
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": 108728
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 109647
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 109647
}
]
},
"issue": "WebMCP manifest was not found at the expected path.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
20 Fail
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
01
Issue
A2A Agent Card was not found at the expected path.
02
Why it matters
A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.
Check name
A2A Agent Card
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent card so A2A-compatible clients can discover capabilities.
Result
A2A Agent Card failed at "Fetch to find resource".
Validation steps
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": 108728
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 108728
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 109647
}
]
},
"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
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
01
Issue
Agent Skills index was not found at the expected path.
02
Why it matters
An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.
Check name
Agent Skills index
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Fetch to find resource".
Validation steps
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": 108728
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 108728
}
]
},
"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
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
20 Fail
Needs attention
agent.json
01
Issue
agent.json was not found at the expected path.
02
Why it matters
agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.
Check name
agent.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.
Result
agent.json failed at "Fetch to find resource".
Validation steps
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": 108728
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 109647
}
]
},
"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
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
20 Fail
Needs attention
agents.json
01
Issue
agents.json was not found at the expected path.
02
Why it matters
agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.
Check name
agents.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Informational
Goal
Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.
Result
agents.json failed at "Fetch to find resource".
Validation steps
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": 108728
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 109647
}
]
},
"issue": "agents.json was not found at the expected path.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
17 Warning
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
17 Warning
Needs attention
Content freshness signals
01
Issue
Content freshness signals are incomplete: missing dateModified/datePublished in JSON-LD.
02
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
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": "Tue, 09 Jun 2026 19:08:08 GMT",
"schemaDates": [],
"metaDateCount": 1,
"timeDateCount": 0
}Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
15 Fail
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
01
Issue
No DNS-AID entrypoint records were found under _agents.
02
Why it matters
DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.
Check name
DNS-AID Agent Discovery
Score
25/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.
Result
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Validation steps
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.prodpad.com",
"probes": [
{
"name": "_index._agents.www.prodpad.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.www.prodpad.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.prodpad.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
},
{
"name": "prodpad.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
}
]
},
"issue": "DNSSEC material was not visible for the hostname or parent zone from this resolver.",
"howToFix": "Sign the public discovery zone with DNSSEC so validating resolvers can return authenticated data."
}
]
}Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
13 Warning
Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
13 Warning
Needs attention
WebMCP
01
Issue
WebMCP declarative annotations need fixes.
Details
02
Why it matters
WebMCP can expose page context and actions directly through the browser, giving agents safer structured hooks than screen scraping alone.
Check name
WebMCP
Score
50/100
Status
warning
Category
MCP
Maturity
Informational
Goal
Support WebMCP to expose site tools to AI agents via the browser.
Result
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
Validation steps
Detect data-mcp-tool annotations
No data-mcp-tool attributes were found on interactive elements.
Detect WebMCP declarative tags
No elements found with tool-name or tool-description attributes.
Validate WebMCP declarative annotation quality
WebMCP declarative annotations need fixes.
WebMCP declarative annotation issues
<input> is missing a name attribute.<input> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.
Detect WebMCP imperative API usage
navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.
Detect WebMCP browser navigator injection
navigator.modelContext was not detected in the rendered browser page.
Interactive surface coverage
Only 0% of interactive surfaces are annotated.
Evidence
{
"failedStep": "declarative-annotation-quality",
"steps": [
{
"id": "data-mcp-tool-attributes",
"title": "Detect data-mcp-tool annotations",
"status": "informational",
"evidence": {
"dataMcpToolCount": 0,
"dataMcpTools": []
},
"issue": "No data-mcp-tool attributes were found on interactive elements.",
"howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
},
{
"id": "declarative-tags",
"title": "Detect WebMCP declarative tags",
"status": "informational",
"evidence": {
"totalForms": 0,
"formsWithTags": 0,
"totalInteractive": 122,
"interactiveWithTags": 0,
"totalCount": 122,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description."
]
},
"issue": "No elements found with tool-name or tool-description attributes.",
"howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
},
{
"id": "declarative-annotation-quality",
"title": "Validate WebMCP declarative annotation quality",
"status": "warning",
"evidence": {
"issueCount": 8,
"issues": [
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description."
]
},
"issue": "WebMCP declarative annotations need fixes.",
"issueDetails": [
{
"title": "WebMCP declarative annotation issues",
"items": [
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
}
]
}
],
"howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
},
{
"id": "imperative-api",
"title": "Detect WebMCP imperative API usage",
"status": "informational",
"evidence": {
"staticSignals": {
"detected": false,
"matched": []
},
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
"howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
},
{
"id": "browser-navigator-injection",
"title": "Detect WebMCP browser navigator injection",
"status": "informational",
"evidence": {
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext was not detected in the rendered browser page.",
"howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
},
{
"id": "surface-coverage",
"title": "Interactive surface coverage",
"status": "informational",
"evidence": {
"totalForms": 0,
"formsWithTags": 0,
"totalInteractive": 122,
"interactiveWithTags": 0,
"totalCount": 122,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description."
]
},
"issue": "Only 0% of interactive surfaces are annotated.",
"howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
}
],
"staticSignals": {
"detected": false,
"matched": []
},
"coverage": {
"totalForms": 0,
"formsWithTags": 0,
"totalInteractive": 122,
"interactiveWithTags": 0,
"totalCount": 122,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description."
]
},
"browserWebMcp": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
6 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
6 Fail
Needs attention
AIO: Source and trust signals
01
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Source and trust signals
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Source and trust signals scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "/features/roadmaps/",
"text": "Learn more about Roadmaps",
"html": "<a class=\"readmore__content arrow-right font-bold\" href=\"/features/roadmaps/\">Learn more about Roadmaps</a>"
},
{
"href": "/features/ideas/",
"text": "Learn more about Idea Management",
"html": "<a class=\"readmore__content arrow-right font-bold\" href=\"/features/ideas/\">Learn more about Idea Management</a>"
},
{
"href": "/features/customer-feedback/",
"text": "Learn more about Feedback Management",
"html": "<a class=\"readmore__content arrow-right font-bold\" href=\"/features/customer-feedback/\">Learn more about Feedback Management</a>"
},
{
"href": "https://www.prodpad.com/features/ai-for-product-managers/",
"text": "Learn more about CoPilot",
"html": "<a class=\"btn btn--secondary\" href=\"https://www.prodpad.com/features/ai-for-product-managers/\" role=\"button\" aria-label=\"Learn more about CoPilot\">Learn more about CoPilot</a>"
},
{
"href": "https://www.prodpad.com/integrations/",
"text": "Find out more about integrations",
"html": "<a class=\"btn btn--secondary\" href=\"https://www.prodpad.com/integrations/\">Find out more about integrations</a>"
},
{
"href": "https://www.linkedin.com/company/prodpad",
"text": "Linkedin",
"html": "<a target=\"_blank\" rel=\"noopener\" data-tracking-key=\"{"label":"Linkedin button","action":"clicked","category":"button","location":"footer"}\" href=\"https://www.linkedin.com/company/prodpad\" class=\"linkedin\"><span class=\"visually-hidden\">Linkedin</span> <svg class=\"color-linkedin-blue\" fill=\"currentColor\" xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"> <path d=\"M4.98 3.5c0 1.381-1.11 2..."
},
{
"href": "https://www.prodpad.com/about-us/",
"text": "Our Story",
"html": "<a href=\"https://www.prodpad.com/about-us/\">Our Story</a>"
},
{
"href": "https://www.prodpad.com/about-us/jobs/",
"text": "ProdPad Careers",
"html": "<a href=\"https://www.prodpad.com/about-us/jobs/\">ProdPad Careers</a>"
},
{
"href": "https://www.prodpad.com/about-us/our-roadmap/",
"text": "Our Roadmap",
"html": "<a href=\"https://www.prodpad.com/about-us/our-roadmap/\">Our Roadmap</a>"
},
{
"href": "https://cookiedatabase.org/tcf/purposes/",
"text": "Read more about these purposes",
"html": "<a class=\"cmplz-link cmplz-external cmplz-read-more-purposes tcf\" target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://cookiedatabase.org/tcf/purposes/\" aria-label=\"Read more about TCF purposes on Cookie Database\">Read more about these purposes</a>"
}
],
"contactLinks": [
{
"href": "https://www.prodpad.com/resources/how-prodpad-fits/",
"text": "How ProdPad Fits Learn how ProdPad can support the way you want to work",
"html": "<a href=\"https://www.prodpad.com/resources/how-prodpad-fits/\" data-tracking-key=\"header-nav--how-prodpad-fits\"> <div class=\"header_menu__link__heading\"> How ProdPad Fits </div> <div class=\"header_menu__link__description\"> <p class=\"wp-block-paragraph\">Learn how ProdPad can support the way you want to work</p> </div> </a>"
},
{
"href": "/customer-stories/",
"text": "Customer Stories Hear how ProdPad has helped teams build better product habits",
"html": "<a href=\"/customer-stories/\" data-tracking-key=\"header-nav--customer-stories\"> <div class=\"header_menu__link__heading\"> Customer Stories </div> <div class=\"header_menu__link__description\"> <p class=\"wp-block-paragraph\">Hear how ProdPad has helped teams build better product habits</p> </div> </a>"
},
{
"href": "#",
"text": "Resources Learn the ProdPad way of better product management with helpful guides, templates and more",
"html": "<a href=\"#\" class=\"header_menu__cat__content\" data-cat=\"2\"> <div class=\"header_menu__cat__heading\">Resources</div> <div class=\"header_menu__cat__description\">Learn the ProdPad way of better product management with helpful guides, templates and more</div> </a>"
},
{
"href": "https://help.prodpad.com",
"text": "Help Center We’re here to help you get the most from ProdPad with top tips, videos and guidance",
"html": "<a href=\"https://help.prodpad.com\" data-tracking-key=\"header-nav--help-center\"> <div class=\"header_menu__link__heading\"> Help Center </div> <div class=\"header_menu__link__description\"> <p class=\"wp-block-paragraph\">We’re here to help you get the most from ProdPad with top tips, videos and guidance</p> </div> </a>"
},
{
"href": "/features/productivity-and-collaboration/team-collaboration/",
"text": "Learn how we help team collaboration",
"html": "<a class=\"btn btn--secondary\" href=\"/features/productivity-and-collaboration/team-collaboration/\" role=\"button\" aria-label=\"Learn how we help team collaboration\">Learn how we help team collaboration</a>"
},
{
"href": "https://help.prodpad.com",
"text": "Help",
"html": "<a target=\"_blank\" href=\"https://help.prodpad.com\">Help</a>"
},
{
"href": "https://www.prodpad.com/contact-us/",
"text": "Contact Us",
"html": "<a href=\"https://www.prodpad.com/contact-us/\">Contact Us</a>"
}
],
"privacyLinks": [
{
"href": "https://www.prodpad.com/terms-of-service/",
"text": "Terms of Service",
"html": "<a href=\"https://www.prodpad.com/terms-of-service/\">Terms of Service</a>"
},
{
"href": "https://www.prodpad.com/privacy-policy/",
"text": "Privacy Policy",
"html": "<a rel=\"privacy-policy\" href=\"https://www.prodpad.com/privacy-policy/\">Privacy Policy</a>"
}
],
"score": 40,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
5 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
5 Fail
Needs attention
AEO: Answer evidence and trust
01
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer evidence and trust
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "/features/roadmaps/",
"text": "Learn more about Roadmaps",
"html": "<a class=\"readmore__content arrow-right font-bold\" href=\"/features/roadmaps/\">Learn more about Roadmaps</a>"
},
{
"href": "/features/ideas/",
"text": "Learn more about Idea Management",
"html": "<a class=\"readmore__content arrow-right font-bold\" href=\"/features/ideas/\">Learn more about Idea Management</a>"
},
{
"href": "/features/customer-feedback/",
"text": "Learn more about Feedback Management",
"html": "<a class=\"readmore__content arrow-right font-bold\" href=\"/features/customer-feedback/\">Learn more about Feedback Management</a>"
},
{
"href": "https://www.prodpad.com/features/ai-for-product-managers/",
"text": "Learn more about CoPilot",
"html": "<a class=\"btn btn--secondary\" href=\"https://www.prodpad.com/features/ai-for-product-managers/\" role=\"button\" aria-label=\"Learn more about CoPilot\">Learn more about CoPilot</a>"
},
{
"href": "https://www.prodpad.com/integrations/",
"text": "Find out more about integrations",
"html": "<a class=\"btn btn--secondary\" href=\"https://www.prodpad.com/integrations/\">Find out more about integrations</a>"
},
{
"href": "https://www.linkedin.com/company/prodpad",
"text": "Linkedin",
"html": "<a target=\"_blank\" rel=\"noopener\" data-tracking-key=\"{"label":"Linkedin button","action":"clicked","category":"button","location":"footer"}\" href=\"https://www.linkedin.com/company/prodpad\" class=\"linkedin\"><span class=\"visually-hidden\">Linkedin</span> <svg class=\"color-linkedin-blue\" fill=\"currentColor\" xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\"> <path d=\"M4.98 3.5c0 1.381-1.11 2..."
},
{
"href": "https://www.prodpad.com/about-us/",
"text": "Our Story",
"html": "<a href=\"https://www.prodpad.com/about-us/\">Our Story</a>"
},
{
"href": "https://www.prodpad.com/about-us/jobs/",
"text": "ProdPad Careers",
"html": "<a href=\"https://www.prodpad.com/about-us/jobs/\">ProdPad Careers</a>"
},
{
"href": "https://www.prodpad.com/about-us/our-roadmap/",
"text": "Our Roadmap",
"html": "<a href=\"https://www.prodpad.com/about-us/our-roadmap/\">Our Roadmap</a>"
},
{
"href": "https://cookiedatabase.org/tcf/purposes/",
"text": "Read more about these purposes",
"html": "<a class=\"cmplz-link cmplz-external cmplz-read-more-purposes tcf\" target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https://cookiedatabase.org/tcf/purposes/\" aria-label=\"Read more about TCF purposes on Cookie Database\">Read more about these purposes</a>"
}
],
"contactLinks": [
{
"href": "https://www.prodpad.com/resources/how-prodpad-fits/",
"text": "How ProdPad Fits Learn how ProdPad can support the way you want to work",
"html": "<a href=\"https://www.prodpad.com/resources/how-prodpad-fits/\" data-tracking-key=\"header-nav--how-prodpad-fits\"> <div class=\"header_menu__link__heading\"> How ProdPad Fits </div> <div class=\"header_menu__link__description\"> <p class=\"wp-block-paragraph\">Learn how ProdPad can support the way you want to work</p> </div> </a>"
},
{
"href": "/customer-stories/",
"text": "Customer Stories Hear how ProdPad has helped teams build better product habits",
"html": "<a href=\"/customer-stories/\" data-tracking-key=\"header-nav--customer-stories\"> <div class=\"header_menu__link__heading\"> Customer Stories </div> <div class=\"header_menu__link__description\"> <p class=\"wp-block-paragraph\">Hear how ProdPad has helped teams build better product habits</p> </div> </a>"
},
{
"href": "#",
"text": "Resources Learn the ProdPad way of better product management with helpful guides, templates and more",
"html": "<a href=\"#\" class=\"header_menu__cat__content\" data-cat=\"2\"> <div class=\"header_menu__cat__heading\">Resources</div> <div class=\"header_menu__cat__description\">Learn the ProdPad way of better product management with helpful guides, templates and more</div> </a>"
},
{
"href": "https://help.prodpad.com",
"text": "Help Center We’re here to help you get the most from ProdPad with top tips, videos and guidance",
"html": "<a href=\"https://help.prodpad.com\" data-tracking-key=\"header-nav--help-center\"> <div class=\"header_menu__link__heading\"> Help Center </div> <div class=\"header_menu__link__description\"> <p class=\"wp-block-paragraph\">We’re here to help you get the most from ProdPad with top tips, videos and guidance</p> </div> </a>"
},
{
"href": "/features/productivity-and-collaboration/team-collaboration/",
"text": "Learn how we help team collaboration",
"html": "<a class=\"btn btn--secondary\" href=\"/features/productivity-and-collaboration/team-collaboration/\" role=\"button\" aria-label=\"Learn how we help team collaboration\">Learn how we help team collaboration</a>"
},
{
"href": "https://help.prodpad.com",
"text": "Help",
"html": "<a target=\"_blank\" href=\"https://help.prodpad.com\">Help</a>"
},
{
"href": "https://www.prodpad.com/contact-us/",
"text": "Contact Us",
"html": "<a href=\"https://www.prodpad.com/contact-us/\">Contact Us</a>"
}
],
"privacyLinks": [
{
"href": "https://www.prodpad.com/terms-of-service/",
"text": "Terms of Service",
"html": "<a href=\"https://www.prodpad.com/terms-of-service/\">Terms of Service</a>"
},
{
"href": "https://www.prodpad.com/privacy-policy/",
"text": "Privacy Policy",
"html": "<a rel=\"privacy-policy\" href=\"https://www.prodpad.com/privacy-policy/\">Privacy Policy</a>"
}
],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
Needs attention
AEO: Answer-first sections
01
Issue
25 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer-first sections
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer-first sections scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 30,
"passing": 5,
"failing": [
{
"heading": "Main Navigation",
"headingHtml": "<h2 class=\"visually-hidden\">Main Navigation</h2>",
"firstParagraph": "See why ProdPad stands out as the product management tool of choice",
"paragraphHtml": "<p class=\"wp-block-paragraph\">See why ProdPad stands out as the product management tool of choice</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "The Outcome",
"headingHtml": "<h2 class=\"h2 wp-block-heading\" id=\"h-the-outcome\">The <strong>Outcome</strong></h2>",
"firstParagraph": "Your journey to better product management starts here. Sign up to our monthly newsletter, The Outcome.",
"paragraphHtml": "<p class=\"wp-block-paragraph\">Your journey to better product management starts here. Sign up to our monthly newsletter, The Outcome.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Trusted by 1000’s of product people around the world",
"headingHtml": "<h3 class=\"wp-block-heading has-text-align-center\" id=\"h-trusted-by-1000-s-of-product-people-around-the-world\">Trusted by 1000’s of product people around the world</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Your disconnected tools are costing you",
"headingHtml": "<h2 class=\"bh\">Your disconnected tools are costing you</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Your roadmap is a slide deck that’s already out of date",
"headingHtml": "<h3>Your roadmap is a slide deck that’s already out of date</h3>",
"firstParagraph": "You rebuild it every quarter. Nobody trusts it between updates. Half was negotiated in a meeting, not prioritized from evidence.",
"paragraphHtml": "<p>You rebuild it every quarter. Nobody trusts it between updates. Half was negotiated in a meeting, not prioritized from evidence.</p>",
"words": 20,
"direct": false,
"issue": "First paragraph is 20 words and does not look like a concise direct answer."
},
{
"heading": "Feedback is everywhere. Patterns are nowhere",
"headingHtml": "<h3>Feedback is everywhere. Patterns are nowhere</h3>",
"firstParagraph": "Support tickets, Slack threads, sales calls, customer emails. You know there’s a signal in the noise. Finding it takes days.",
"paragraphHtml": "<p>Support tickets, Slack threads, sales calls, customer emails. You know there’s a signal in the noise. Finding it takes days.</p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Every stakeholder wants a different update",
"headingHtml": "<h3>Every stakeholder wants a different update</h3>",
"firstParagraph": "The board wants a Gantt. Sales wants features. Engineering wants tickets. You build three decks and they’re outdated by Friday.",
"paragraphHtml": "<p>The board wants a Gantt. Sales wants features. Engineering wants tickets. You build three decks and they’re outdated by Friday.</p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Every one of the problems above comes from the same root cause. Your product decisions live in tools that don't talk to each other. ProdPad is the connected system that fixes it.",
"headingHtml": "<h2>Every one of the problems above comes from the same root cause. Your product decisions live in tools that don't talk to each other. ProdPad is the connected system that fixes it.</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "See the full picture across your product org",
"headingHtml": "<h2>See the full picture across your product org</h2>",
"firstParagraph": "Roadmaps connected to ideas. Ideas connected to feedback. Feedback connected to outcomes.",
"paragraphHtml": "<p class=\"font-weight-light\">Roadmaps connected to ideas. Ideas connected to feedback. Feedback connected to outcomes.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Share a roadmap your team understands",
"headingHtml": "<h3>Share a roadmap your team understands</h3>",
"firstParagraph": "Now-Next-Later roadmaps replace false deadlines with strategic clarity. Initiatives link to objectives so your team sees what matters and why.",
"paragraphHtml": "<p>Now-Next-Later roadmaps replace false deadlines with strategic clarity. Initiatives link to objectives so your team sees what matters and why.</p>",
"words": 20,
"direct": false,
"issue": "First paragraph is 20 words and does not look like a concise direct answer."
},
{
"heading": "See what customers actually need",
"headingHtml": "<h3>See what customers actually need</h3>",
"firstParagraph": "Capture feedback from Slack, Salesforce, email, and customer portals. ProdPad’s AI surfaces the patterns automatically, so you act on real signals vs noise.",
"paragraphHtml": "<p>Capture feedback from Slack, Salesforce, email, and customer portals. ProdPad’s AI surfaces the patterns automatically, so you act on real signals vs noise.</p>",
"words": 24,
"direct": false,
"issue": "First paragraph is 24 words and does not look like a concise direct answer."
},
{
"heading": "This is what product management should feel like",
"headingHtml": "<h2 class=\"wp-block-heading has-text-align-center\" id=\"h-this-is-what-product-management-should-feel-like\">This is what product management should feel like</h2>",
"firstParagraph": "clearer communication",
"paragraphHtml": "<p class=\"supporting-title__text supporting-title__text-blue text-uppercase font-weight-bold\"> clearer communication</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Make your roadmap resonate",
"headingHtml": "<h2 class=\"text-headline text-highlight\">Make your roadmap <span class=\"blue-highlight\">resonate</span></h2>",
"firstParagraph": "Align around one product story—no more endless stakeholder updates and PowerPoint decks. Share the right view with the right people, and always stage on message.",
"paragraphHtml": "<p class=\"text-body-copy\">Align around one product story—no more endless stakeholder updates and PowerPoint decks. Share the right view with the right people, and always stage on message. </p>",
"words": 26,
"direct": false,
"issue": "First paragraph is 26 words and does not look like a concise direct answer."
},
{
"heading": "Stay outcome focused",
"headingHtml": "<h2 class=\"text-headline text-highlight\">Stay <span class=\"blue-highlight\">outcome</span> focused</h2>",
"firstParagraph": "You’re not here to churn out features. ProdPad keeps your team focused on impact—with OKR management, progress tracking, and a roadmap tied to real results.",
"paragraphHtml": "<p class=\"text-body-copy\">You’re not here to churn out features. ProdPad keeps your team focused on impact—with OKR management, progress tracking, and a roadmap tied to real results.</p>",
"words": 27,
"direct": false,
"issue": "First paragraph is 27 words and does not look like a concise direct answer."
},
{
"heading": "Build aligned product culture",
"headingHtml": "<h2 class=\"text-headline text-highlight\">Build <span class=\"blue-highlight\">aligned</span> product culture </h2>",
"firstParagraph": "Create a culture where everyone counts—not just the product team. ProdPad connects the dots between ideas, feedback, and strategy so everyone’s aligned and engaged.",
"paragraphHtml": "<p class=\"text-body-copy\">Create a culture where everyone counts—not just the product team. ProdPad connects the dots between ideas, feedback, and strategy so everyone’s aligned and engaged. </p>",
"words": 26,
"direct": false,
"issue": "First paragraph is 26 words and does not look like a concise direct answer."
},
{
"heading": "Sync strategy with delivery across your tools",
"headingHtml": "<h2>Sync strategy with delivery across your tools</h2>",
"firstParagraph": "Connect ProdPad to Jira, Slack, Salesforce, and more—so you can gather feedback, share plans, and track execution without breaking your team’s flow.",
"paragraphHtml": "<p class=\"font-weight-light\">Connect ProdPad to Jira, Slack, Salesforce, and more—so you can gather feedback, share plans, and track execution without breaking your team’s flow.</p>",
"words": 24,
"direct": false,
"issue": "First paragraph is 24 words and does not look like a concise direct answer."
},
{
"heading": "Built for how you work",
"headingHtml": "<h2 class=\"bh\">Built for how you work</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Product Leaders",
"headingHtml": "<h3>Product Leaders</h3>",
"firstParagraph": "See the full picture across your product org",
"paragraphHtml": "<p><b>See the full picture across your product org</b></p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "Product Managers",
"headingHtml": "<h3>Product Managers</h3>",
"firstParagraph": "Organize the mess and get back to real PM work",
"paragraphHtml": "<p><b>Organize the mess and get back to real PM work</b></p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "Product Ops",
"headingHtml": "<h3>Product Ops</h3>",
"firstParagraph": "Build a product operating model that scales",
"paragraphHtml": "<p><b>Build a product operating model that scales</b></p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "We’re a product management community.Come join us.",
"headingHtml": "<h2 class=\"wp-block-heading has-text-align-center\" id=\"h-we-re-a-product-management-community-come-join-us\">We’re a product management community.<br>Come join us.</h2>",
"firstParagraph": "When teams use ProdPad, they don’t go back. ProdPad isn’t just a product management tool, it’s a community of product people who want to do things right.",
"paragraphHtml": "<p class=\"has-text-align-center wp-block-paragraph\">When teams use ProdPad, they don’t go back. ProdPad isn’t just a product management tool, it’s a community of product people who want to do things right.</p>",
"words": 30,
"direct": false,
"issue": "First paragraph is 30 words and does not look like a concise direct answer."
},
{
"heading": "I found ProdPad to be incredibly better at managing the messy stuff that comes after ideation. One of the biggest pieces of value was how it helped push the team towards better product management practices.",
"headingHtml": "<h3>I found ProdPad to be incredibly better at managing the messy stuff that comes after ideation. One of the biggest pieces of value was how it helped push the team towards better product management practices.</h3>",
"firstParagraph": "Matthew Papenfuss",
"paragraphHtml": "<p>Matthew Papenfuss</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Best thing about roadmaps is tracing an initiative all the way back through a piece of feedback that triggered the discovery. The best feature is embedding the roadmap directly into our website. Building in the open and sharing our plans with customers is game changing.",
"headingHtml": "<h3>Best thing about roadmaps is tracing an initiative all the way back through a piece of feedback that triggered the discovery. The best feature is embedding the roadmap directly into our website. Building in the open and sharing our plans with customers is game changing.</h3>",
"firstParagraph": "Philip How",
"paragraphHtml": "<p>Philip How</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "ProdPad filled in the blanks that other product management products seemed to skip over by connecting the ideas we were working on with the related customer feedback.",
"headingHtml": "<h3>ProdPad filled in the blanks that other product management products seemed to skip over by connecting the ideas we were working on with the related customer feedback.</h3>",
"firstParagraph": "Maggie Lubberts",
"paragraphHtml": "<p>Maggie Lubberts</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Footer Navigation",
"headingHtml": "<h2 class=\"visually-hidden\">Footer Navigation</h2>",
"firstParagraph": "© CreateShift Limited 2026",
"paragraphHtml": "<p>© CreateShift Limited 2026 </p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
3 Warning
Needs attention
AEO: Question-led structure
01
Issue
No question-led h2 sections or FAQ pattern was detected.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Question-led structure
Score
50/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Question-led structure scored 50/100 and needs improvement.
Evidence
{
"h2Count": 16,
"questionH2s": [],
"hasFaq": false,
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 83/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 83/100 and needs improvement.
2 Warning
Needs attention
GEO: Entity clarity
01
Issue
Title/H1 terms missing from description: platform, software, turns, into, outcomes.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Entity clarity
Score
83/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Entity clarity scored 83/100 and needs improvement.
Evidence
{
"title": "ProdPad – The platform for product management",
"h1": "Product management software that turns strategy into outcomes",
"description": "ProdPad is the product operating system for customer-driven product management, helping teams shape strategy, understand feedback, and build AI-powered roadmaps.",
"topicOverlap": 0.4444444444444444,
"topicTerms": [
"prodpad",
"platform",
"product",
"management",
"software",
"turns",
"strategy",
"into",
"outcomes"
],
"descriptionTerms": [
"prodpad",
"product",
"operating",
"system",
"customer",
"driven",
"management",
"helping",
"teams",
"shape",
"strategy",
"understand",
"feedback",
"build",
"powered",
"roadmaps"
],
"missingFromDescription": [
"platform",
"software",
"turns",
"into",
"outcomes"
],
"score": 83,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
2 Warning
Needs attention
GEO: Explanatory content depth
01
Issue
3 explanatory paragraph(s) could be stronger for citation or AI extraction.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Explanatory content depth
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Explanatory content depth scored 75/100 and needs improvement.
Evidence
{
"candidatePassages": 3,
"citablePassages": 0,
"failingCandidateParagraphs": [
{
"index": 84,
"heading": "H2: Get a tool that’s built on opinions. Good ones.",
"text": "Most product tools give you a blank canvas and hope you’ll figure out a process. ProdPad is built around six principles: outcomes over outputs, evidence over opinions, discovery separated from delivery, connected systems, time horizons instead of timelines, and product management as a discipline.",
"words": 45,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (45 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"has-text-align-center wp-block-paragraph\">Most product tools give you a blank canvas and hope you’ll figure out a process. ProdPad is built around six principles: outcomes over outputs, evidence over opinions, discovery separated from delivery, connected systems, time horizons instead of timelines, and product management as a discipline. </p>"
},
{
"index": 87,
"heading": "H2: Designed by product people. For product people.",
"text": "ProdPad was created by Janna Bastow and Simon Cast, co-founders of Mind the Product, the world's largest product management community. They invented the Now-Next-Later roadmap because timeline roadmaps were failing product teams. ProdPad is the product management platform they wished they'd had.",
"words": 42,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (42 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p>ProdPad was created by Janna Bastow and Simon Cast, co-founders of Mind the Product, the world's largest product management community. They invented the Now-Next-Later roadmap because timeline roadmaps were failing product teams. ProdPad is the product management platform they wished they'd had.</p>"
},
{
"index": 91,
"heading": "H4: About Us",
"text": "We use cookies to improve the experience of using ProdPad. Cookies help provide capabilities such as remembering your logged in status and analysis of site usage to improve your experience. Learn more in our cookie policy. Cookies can be broadly split into 3 categories:",
"words": 44,
"hasEvidence": true,
"reasons": [
"Too short for a citation-ready passage (44 words; target 80-220)."
],
"html": "<p class=\"categories\">We use cookies to improve the experience of using ProdPad. Cookies help provide capabilities such as remembering your logged in status and analysis of site usage to improve your experience. Learn more in our <a href=\"https://www.prodpad.com/cookie-policy/\">cookie policy</a>.<br> <br> Cookies can be broadly split into 3 categories:<br> </p>"
}
],
"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.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
2 Warning
Needs attention
GEO: Extraction-friendly structure
01
Issue
Missing extraction signals: optional top summary / TL;DR / key takeaways block, table with <thead> only if the page already has tabular/comparative data, ordered list only if the page explains a workflow/process, optional visible FAQ or FAQPage schema.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Extraction-friendly structure
Score
85/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
Evidence
{
"hasSummary": false,
"tableCount": 0,
"tablesWithHead": 0,
"tablesMissingThead": [],
"orderedLists": 0,
"hasFaq": false,
"definitionPatterns": 15,
"schemaBlocks": 1,
"missingSignals": [
"optional top summary / TL;DR / key takeaways block",
"table with <thead> only if the page already has tabular/comparative data",
"ordered list only if the page explains a workflow/process",
"optional visible FAQ or FAQPage schema"
],
"score": 85,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 83/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 83/100 and needs improvement.
2 Warning
Needs attention
AIO: Visible structured data match
01
Issue
2 structured-data value(s) were not found in visible page text.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Visible structured data match
Score
83/100
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 83/100 and needs improvement.
Evidence
{
"schemaCount": 7,
"checkedFields": [
{
"path": "$[0].@graph[0].name",
"value": "Features"
},
{
"path": "$[0].@graph[1].name",
"value": "Customer Stories"
},
{
"path": "$[0].@graph[2].name",
"value": "Pricing – legacy"
},
{
"path": "$[0].@graph[3].name",
"value": "Enterprise"
},
{
"path": "$[1].name",
"value": "Features"
},
{
"path": "$[2].name",
"value": "Customer Stories"
},
{
"path": "$[3].name",
"value": "Pricing – legacy"
},
{
"path": "$[4].name",
"value": "Enterprise"
},
{
"path": "$[5].headline",
"value": "ProdPad"
},
{
"path": "$[5].name",
"value": "ProdPad"
},
{
"path": "$[5].description",
"value": "ProdPad is the product operating system for customer-driven product management, helping teams shape strategy, understand feedback, and build AI-powered roadmaps."
},
{
"path": "$[6].name",
"value": "ProdPad"
}
],
"mismatches": [
{
"path": "$[0].@graph[2].name",
"value": "Pricing – legacy"
},
{
"path": "$[3].name",
"value": "Pricing – legacy"
}
],
"score": 83,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
1 Warning
Needs attention
AIO: Answer block readiness
01
Issue
25 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Answer block readiness
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Answer block readiness scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 30,
"passing": 5,
"failing": [
{
"heading": "Main Navigation",
"headingHtml": "<h2 class=\"visually-hidden\">Main Navigation</h2>",
"firstParagraph": "See why ProdPad stands out as the product management tool of choice",
"paragraphHtml": "<p class=\"wp-block-paragraph\">See why ProdPad stands out as the product management tool of choice</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "The Outcome",
"headingHtml": "<h2 class=\"h2 wp-block-heading\" id=\"h-the-outcome\">The <strong>Outcome</strong></h2>",
"firstParagraph": "Your journey to better product management starts here. Sign up to our monthly newsletter, The Outcome.",
"paragraphHtml": "<p class=\"wp-block-paragraph\">Your journey to better product management starts here. Sign up to our monthly newsletter, The Outcome.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Trusted by 1000’s of product people around the world",
"headingHtml": "<h3 class=\"wp-block-heading has-text-align-center\" id=\"h-trusted-by-1000-s-of-product-people-around-the-world\">Trusted by 1000’s of product people around the world</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Your disconnected tools are costing you",
"headingHtml": "<h2 class=\"bh\">Your disconnected tools are costing you</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Your roadmap is a slide deck that’s already out of date",
"headingHtml": "<h3>Your roadmap is a slide deck that’s already out of date</h3>",
"firstParagraph": "You rebuild it every quarter. Nobody trusts it between updates. Half was negotiated in a meeting, not prioritized from evidence.",
"paragraphHtml": "<p>You rebuild it every quarter. Nobody trusts it between updates. Half was negotiated in a meeting, not prioritized from evidence.</p>",
"words": 20,
"direct": false,
"issue": "First paragraph is 20 words and does not look like a concise direct answer."
},
{
"heading": "Feedback is everywhere. Patterns are nowhere",
"headingHtml": "<h3>Feedback is everywhere. Patterns are nowhere</h3>",
"firstParagraph": "Support tickets, Slack threads, sales calls, customer emails. You know there’s a signal in the noise. Finding it takes days.",
"paragraphHtml": "<p>Support tickets, Slack threads, sales calls, customer emails. You know there’s a signal in the noise. Finding it takes days.</p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Every stakeholder wants a different update",
"headingHtml": "<h3>Every stakeholder wants a different update</h3>",
"firstParagraph": "The board wants a Gantt. Sales wants features. Engineering wants tickets. You build three decks and they’re outdated by Friday.",
"paragraphHtml": "<p>The board wants a Gantt. Sales wants features. Engineering wants tickets. You build three decks and they’re outdated by Friday.</p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Every one of the problems above comes from the same root cause. Your product decisions live in tools that don't talk to each other. ProdPad is the connected system that fixes it.",
"headingHtml": "<h2>Every one of the problems above comes from the same root cause. Your product decisions live in tools that don't talk to each other. ProdPad is the connected system that fixes it.</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "See the full picture across your product org",
"headingHtml": "<h2>See the full picture across your product org</h2>",
"firstParagraph": "Roadmaps connected to ideas. Ideas connected to feedback. Feedback connected to outcomes.",
"paragraphHtml": "<p class=\"font-weight-light\">Roadmaps connected to ideas. Ideas connected to feedback. Feedback connected to outcomes.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Share a roadmap your team understands",
"headingHtml": "<h3>Share a roadmap your team understands</h3>",
"firstParagraph": "Now-Next-Later roadmaps replace false deadlines with strategic clarity. Initiatives link to objectives so your team sees what matters and why.",
"paragraphHtml": "<p>Now-Next-Later roadmaps replace false deadlines with strategic clarity. Initiatives link to objectives so your team sees what matters and why.</p>",
"words": 20,
"direct": false,
"issue": "First paragraph is 20 words and does not look like a concise direct answer."
},
{
"heading": "See what customers actually need",
"headingHtml": "<h3>See what customers actually need</h3>",
"firstParagraph": "Capture feedback from Slack, Salesforce, email, and customer portals. ProdPad’s AI surfaces the patterns automatically, so you act on real signals vs noise.",
"paragraphHtml": "<p>Capture feedback from Slack, Salesforce, email, and customer portals. ProdPad’s AI surfaces the patterns automatically, so you act on real signals vs noise.</p>",
"words": 24,
"direct": false,
"issue": "First paragraph is 24 words and does not look like a concise direct answer."
},
{
"heading": "This is what product management should feel like",
"headingHtml": "<h2 class=\"wp-block-heading has-text-align-center\" id=\"h-this-is-what-product-management-should-feel-like\">This is what product management should feel like</h2>",
"firstParagraph": "clearer communication",
"paragraphHtml": "<p class=\"supporting-title__text supporting-title__text-blue text-uppercase font-weight-bold\"> clearer communication</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Make your roadmap resonate",
"headingHtml": "<h2 class=\"text-headline text-highlight\">Make your roadmap <span class=\"blue-highlight\">resonate</span></h2>",
"firstParagraph": "Align around one product story—no more endless stakeholder updates and PowerPoint decks. Share the right view with the right people, and always stage on message.",
"paragraphHtml": "<p class=\"text-body-copy\">Align around one product story—no more endless stakeholder updates and PowerPoint decks. Share the right view with the right people, and always stage on message. </p>",
"words": 26,
"direct": false,
"issue": "First paragraph is 26 words and does not look like a concise direct answer."
},
{
"heading": "Stay outcome focused",
"headingHtml": "<h2 class=\"text-headline text-highlight\">Stay <span class=\"blue-highlight\">outcome</span> focused</h2>",
"firstParagraph": "You’re not here to churn out features. ProdPad keeps your team focused on impact—with OKR management, progress tracking, and a roadmap tied to real results.",
"paragraphHtml": "<p class=\"text-body-copy\">You’re not here to churn out features. ProdPad keeps your team focused on impact—with OKR management, progress tracking, and a roadmap tied to real results.</p>",
"words": 27,
"direct": false,
"issue": "First paragraph is 27 words and does not look like a concise direct answer."
},
{
"heading": "Build aligned product culture",
"headingHtml": "<h2 class=\"text-headline text-highlight\">Build <span class=\"blue-highlight\">aligned</span> product culture </h2>",
"firstParagraph": "Create a culture where everyone counts—not just the product team. ProdPad connects the dots between ideas, feedback, and strategy so everyone’s aligned and engaged.",
"paragraphHtml": "<p class=\"text-body-copy\">Create a culture where everyone counts—not just the product team. ProdPad connects the dots between ideas, feedback, and strategy so everyone’s aligned and engaged. </p>",
"words": 26,
"direct": false,
"issue": "First paragraph is 26 words and does not look like a concise direct answer."
},
{
"heading": "Sync strategy with delivery across your tools",
"headingHtml": "<h2>Sync strategy with delivery across your tools</h2>",
"firstParagraph": "Connect ProdPad to Jira, Slack, Salesforce, and more—so you can gather feedback, share plans, and track execution without breaking your team’s flow.",
"paragraphHtml": "<p class=\"font-weight-light\">Connect ProdPad to Jira, Slack, Salesforce, and more—so you can gather feedback, share plans, and track execution without breaking your team’s flow.</p>",
"words": 24,
"direct": false,
"issue": "First paragraph is 24 words and does not look like a concise direct answer."
},
{
"heading": "Built for how you work",
"headingHtml": "<h2 class=\"bh\">Built for how you work</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Product Leaders",
"headingHtml": "<h3>Product Leaders</h3>",
"firstParagraph": "See the full picture across your product org",
"paragraphHtml": "<p><b>See the full picture across your product org</b></p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "Product Managers",
"headingHtml": "<h3>Product Managers</h3>",
"firstParagraph": "Organize the mess and get back to real PM work",
"paragraphHtml": "<p><b>Organize the mess and get back to real PM work</b></p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "Product Ops",
"headingHtml": "<h3>Product Ops</h3>",
"firstParagraph": "Build a product operating model that scales",
"paragraphHtml": "<p><b>Build a product operating model that scales</b></p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "We’re a product management community.Come join us.",
"headingHtml": "<h2 class=\"wp-block-heading has-text-align-center\" id=\"h-we-re-a-product-management-community-come-join-us\">We’re a product management community.<br>Come join us.</h2>",
"firstParagraph": "When teams use ProdPad, they don’t go back. ProdPad isn’t just a product management tool, it’s a community of product people who want to do things right.",
"paragraphHtml": "<p class=\"has-text-align-center wp-block-paragraph\">When teams use ProdPad, they don’t go back. ProdPad isn’t just a product management tool, it’s a community of product people who want to do things right.</p>",
"words": 30,
"direct": false,
"issue": "First paragraph is 30 words and does not look like a concise direct answer."
},
{
"heading": "I found ProdPad to be incredibly better at managing the messy stuff that comes after ideation. One of the biggest pieces of value was how it helped push the team towards better product management practices.",
"headingHtml": "<h3>I found ProdPad to be incredibly better at managing the messy stuff that comes after ideation. One of the biggest pieces of value was how it helped push the team towards better product management practices.</h3>",
"firstParagraph": "Matthew Papenfuss",
"paragraphHtml": "<p>Matthew Papenfuss</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Best thing about roadmaps is tracing an initiative all the way back through a piece of feedback that triggered the discovery. The best feature is embedding the roadmap directly into our website. Building in the open and sharing our plans with customers is game changing.",
"headingHtml": "<h3>Best thing about roadmaps is tracing an initiative all the way back through a piece of feedback that triggered the discovery. The best feature is embedding the roadmap directly into our website. Building in the open and sharing our plans with customers is game changing.</h3>",
"firstParagraph": "Philip How",
"paragraphHtml": "<p>Philip How</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "ProdPad filled in the blanks that other product management products seemed to skip over by connecting the ideas we were working on with the related customer feedback.",
"headingHtml": "<h3>ProdPad filled in the blanks that other product management products seemed to skip over by connecting the ideas we were working on with the related customer feedback.</h3>",
"firstParagraph": "Maggie Lubberts",
"paragraphHtml": "<p>Maggie Lubberts</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Footer Navigation",
"headingHtml": "<h2 class=\"visually-hidden\">Footer Navigation</h2>",
"firstParagraph": "© CreateShift Limited 2026",
"paragraphHtml": "<p>© CreateShift Limited 2026 </p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: AI preview controls
AIO: AI preview controls scored 80/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: AI preview controls
AIO: AI preview controls scored 80/100 and needs improvement.
1 Warning
Needs attention
AIO: AI preview controls
01
Issue
2 data-nosnippet element(s) found.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: AI preview controls
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: AI preview controls scored 80/100 and needs improvement.
Evidence
{
"restrictiveDirectives": [],
"dataNoSnippetElements": [
"<div class=\"cmplz-cookiebanner cmplz-hidden banner-1 bottom-view optin cmplz-bottom cmplz-categories-type-view-preferences\" aria-modal=\"true\" data-nosnippet=\"true\" role=\"dialog\" aria-live=\"polite\" aria-labelledby=\"cmplz-header-1-optin\" aria-describedby=\"cmplz-message-1-optin\"> <div class=\"cmplz-header\"> <div class=\"cmplz-logo\"></div> <div class=\"cmplz-title\" id=\"cmplz-header-1-optin\">About cookies on this site</div> <div class=\"cmplz-close\" tabindex=\"0\" role=\"button\" aria-label=\"Close dialog\"...",
"<div id=\"cmplz-manage-consent\" data-nosnippet=\"true\"><button class=\"cmplz-btn cmplz-hidden cmplz-manage-consent manage-consent-1\">Manage consent</button> </div>"
],
"score": 80,
"weight": 12
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 86/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 86/100 and needs improvement.
1 Warning
Needs attention
AEO: Entity and definition clarity
01
Issue
Entity or definition gaps: platform, software, turns, into, outcomes.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Entity and definition clarity
Score
86/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Entity and definition clarity scored 86/100 and needs improvement.
Evidence
{
"title": "ProdPad – The platform for product management",
"h1": "Product management software that turns strategy into outcomes",
"description": "ProdPad is the product operating system for customer-driven product management, helping teams shape strategy, understand feedback, and build AI-powered roadmaps.",
"topicOverlap": 0.4444444444444444,
"definitionCount": 15,
"topicTerms": [
"prodpad",
"platform",
"product",
"management",
"software",
"turns",
"strategy",
"into",
"outcomes"
],
"descriptionTerms": [
"prodpad",
"product",
"operating",
"system",
"customer",
"driven",
"management",
"helping",
"teams",
"shape",
"strategy",
"understand",
"feedback",
"build",
"powered",
"roadmaps"
],
"missingFromDescription": [
"platform",
"software",
"turns",
"into",
"outcomes"
],
"score": 86,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 80/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 80/100 and needs improvement.
1 Warning
Needs attention
AEO: Answer intent coverage
01
Issue
Missing likely AI Overview intent sections: compare.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
80/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 80/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "Main Navigation",
"html": "<h2 class=\"visually-hidden\">Main Navigation</h2>"
},
{
"text": "The Outcome",
"html": "<h2 class=\"h2 wp-block-heading\" id=\"h-the-outcome\">The <strong>Outcome</strong></h2>"
},
{
"text": "Your disconnected tools are costing you",
"html": "<h2 class=\"bh\">Your disconnected tools are costing you</h2>"
},
{
"text": "Every one of the problems above comes from the same root cause. Your product decisions live in tools that don't talk to each other. ProdPad is the connected system that fixes it.",
"html": "<h2>Every one of the problems above comes from the same root cause. Your product decisions live in tools that don't talk to each other. ProdPad is the connected system that fixes it.</h2>"
},
{
"text": "See the full picture across your product org",
"html": "<h2>See the full picture across your product org</h2>"
},
{
"text": "This is what product management should feel like",
"html": "<h2 class=\"wp-block-heading has-text-align-center\" id=\"h-this-is-what-product-management-should-feel-like\">This is what product management should feel like</h2>"
},
{
"text": "Make your roadmap resonate",
"html": "<h2 class=\"text-headline text-highlight\">Make your roadmap <span class=\"blue-highlight\">resonate</span></h2>"
},
{
"text": "Stay outcome focused",
"html": "<h2 class=\"text-headline text-highlight\">Stay <span class=\"blue-highlight\">outcome</span> focused</h2>"
},
{
"text": "Move faster with AI",
"html": "<h2 class=\"text-headline text-highlight\">Move faster with <span class=\"purple-highlight\">AI</span> </h2>"
},
{
"text": "Build aligned product culture",
"html": "<h2 class=\"text-headline text-highlight\">Build <span class=\"blue-highlight\">aligned</span> product culture </h2>"
},
{
"text": "Sync strategy with delivery across your tools",
"html": "<h2>Sync strategy with delivery across your tools</h2>"
},
{
"text": "Built for how you work",
"html": "<h2 class=\"bh\">Built for how you work</h2>"
},
{
"text": "We’re a product management community.Come join us.",
"html": "<h2 class=\"wp-block-heading has-text-align-center\" id=\"h-we-re-a-product-management-community-come-join-us\">We’re a product management community.<br>Come join us.</h2>"
},
{
"text": "Get a tool that’s built on opinions. Good ones.",
"html": "<h2 class=\"wp-block-heading has-text-align-center\" id=\"h-get-a-tool-that-s-built-on-opinions-good-ones\">Get a tool that’s built on opinions. Good ones.</h2>"
},
{
"text": "Designed by product people. For product people.",
"html": "<h2>Designed by product people. For product people.</h2>"
},
{
"text": "Footer Navigation",
"html": "<h2 class=\"visually-hidden\">Footer Navigation</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is ProdPad – The platform for product management?",
"pattern": {}
},
{
"id": "how",
"label": "How does ProdPad – The platform for product management work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use ProdPad – The platform for product management?",
"pattern": {}
},
{
"id": "cost",
"label": "Is ProdPad – The platform for product management free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does ProdPad – The platform for product management compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "compare",
"label": "How does ProdPad – The platform for product management compare with alternatives?",
"pattern": {}
}
],
"score": 80,
"weight": 8
}Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Informational
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Informational
Needs attention
AI context endpoint
01
Issue
AI context endpoint is informational for this page.
02
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
100/100
Status
informational
Category
API
Maturity
Emerging recommendation
Goal
Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.
Result
AI context endpoint is informational for this page.
Validation steps
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": 109647
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 109647
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 109647
}
]
},
"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
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
01
Issue
Missing likely AI Overview intent sections: compare.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
80/100
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": "Main Navigation",
"html": "<h2 class=\"visually-hidden\">Main Navigation</h2>"
},
{
"text": "The Outcome",
"html": "<h2 class=\"h2 wp-block-heading\" id=\"h-the-outcome\">The <strong>Outcome</strong></h2>"
},
{
"text": "Your disconnected tools are costing you",
"html": "<h2 class=\"bh\">Your disconnected tools are costing you</h2>"
},
{
"text": "Every one of the problems above comes from the same root cause. Your product decisions live in tools that don't talk to each other. ProdPad is the connected system that fixes it.",
"html": "<h2>Every one of the problems above comes from the same root cause. Your product decisions live in tools that don't talk to each other. ProdPad is the connected system that fixes it.</h2>"
},
{
"text": "See the full picture across your product org",
"html": "<h2>See the full picture across your product org</h2>"
},
{
"text": "This is what product management should feel like",
"html": "<h2 class=\"wp-block-heading has-text-align-center\" id=\"h-this-is-what-product-management-should-feel-like\">This is what product management should feel like</h2>"
},
{
"text": "Make your roadmap resonate",
"html": "<h2 class=\"text-headline text-highlight\">Make your roadmap <span class=\"blue-highlight\">resonate</span></h2>"
},
{
"text": "Stay outcome focused",
"html": "<h2 class=\"text-headline text-highlight\">Stay <span class=\"blue-highlight\">outcome</span> focused</h2>"
},
{
"text": "Move faster with AI",
"html": "<h2 class=\"text-headline text-highlight\">Move faster with <span class=\"purple-highlight\">AI</span> </h2>"
},
{
"text": "Build aligned product culture",
"html": "<h2 class=\"text-headline text-highlight\">Build <span class=\"blue-highlight\">aligned</span> product culture </h2>"
},
{
"text": "Sync strategy with delivery across your tools",
"html": "<h2>Sync strategy with delivery across your tools</h2>"
},
{
"text": "Built for how you work",
"html": "<h2 class=\"bh\">Built for how you work</h2>"
},
{
"text": "We’re a product management community.Come join us.",
"html": "<h2 class=\"wp-block-heading has-text-align-center\" id=\"h-we-re-a-product-management-community-come-join-us\">We’re a product management community.<br>Come join us.</h2>"
},
{
"text": "Get a tool that’s built on opinions. Good ones.",
"html": "<h2 class=\"wp-block-heading has-text-align-center\" id=\"h-get-a-tool-that-s-built-on-opinions-good-ones\">Get a tool that’s built on opinions. Good ones.</h2>"
},
{
"text": "Designed by product people. For product people.",
"html": "<h2>Designed by product people. For product people.</h2>"
},
{
"text": "Footer Navigation",
"html": "<h2 class=\"visually-hidden\">Footer Navigation</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is ProdPad – The platform for product management?",
"pattern": {}
},
{
"id": "how",
"label": "How does ProdPad – The platform for product management work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use ProdPad – The platform for product management?",
"pattern": {}
},
{
"id": "cost",
"label": "Is ProdPad – The platform for product management free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does ProdPad – The platform for product management compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "compare",
"label": "How does ProdPad – The platform for product management compare with alternatives?",
"pattern": {}
}
],
"score": 80,
"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
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
01
Issue
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=UTF-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.
02
Why it matters
Agent registration metadata lets automated clients find the registration path, supported identity types, credential types, and related claim or revocation endpoints without scraping human docs.
Check name
Auth.md Agent Registration
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish Auth.md and agent_auth metadata so agents can discover registration and credential requirements.
Result
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Validation steps
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 supported identity type language; 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": 109647,
"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 supported identity type language; missing credential type language.",
"compatibleContentType": false,
"contentLength": 79549,
"hasRegisterInstructions": true,
"hasProtectedResourceLink": false,
"hasAuthorizationServerLink": false,
"mentionsIdentity": false,
"mentionsCredential": false,
"links": [
"/title",
"https://www.prodpad.com/wp-content/themes/pp_2020/generated/fonts/libre-baskerville-v14-latin-regular.woff2\"",
"/woff2'",
"https://www.prodpad.com/wp-content/themes/pp_2020/generated/fonts/oxygen-v15-latin-300.woff2\"",
"/woff2'",
"https://yoast.com/product/yoast-seo-premium-wordpress/",
"//www.googletagmanager.com'",
"https://fonts.gstatic.com'",
"/*",
"/style"
],
"rawExcerpt": "<!DOCTYPE html>\n<!--[if IE 7]><html class=\"no-js lt-ie9 lt-ie8 ie7\"> <![endif]-->\n<!--[if IE 8]><html class=\"no-js lt-ie9 ie8\"> <![endif]-->\n<!--[if IE 9]><html class=\"no-js ie9\"> <![endif]-->\n<!--[if gt IE 9]><!-->\n<html lang=\"en\">\n<!--<![endif]-->\n\n<head>\n <meta charset=\"UTF-8\">\n <title>Page not found | ProdPad</title>\n <meta name=\"viewport\" content=\"width=device-width,initial-scale=1\">\n <link rel='preload'\n href=\"https://www.prodpad.com/wp-content/themes/pp_2020/generated/fonts/libre-baskerville-v14-latin-regular.woff2\"\n as='font' type='font/woff2' crossorigin>\n <link rel='preload' href=\"https://www.prodpad.com/wp-content/themes/pp_2020/generated/fonts/oxygen-v15-latin-300.woff2\"\n as='font' type='font/woff2' crossorigin>\n <meta name='robots' conten"
}
},
"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 supported identity type language; missing credential type language.",
"howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
},
{
"id": "oauth-protected-resource",
"title": "Publish protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 108728,
"text": "<!DOCTYPE html>\n<!--[if IE 7]><html class=\"no-js lt-ie9 lt-ie8 ie7\"> <![endif]-->\n<!--[if IE 8]><html class=\"no-js lt-ie9 ie8\"> <![endif]-->\n<!--[if IE 9]><html class=\"no-js ie9\"> <![endif]-->\n<!--[if gt IE 9]><!-->\n<html lang=\"en\">\n<!--<![endif]-->\n\n<head>\n <meta charset=\"UTF-8\">\n <title>Page not found | ProdPad</title>\n <meta name=\"viewport\" content=\"width=device-width,initial-scale=1\">\n <link rel='preload'\n href=\"https://www.prodpad.com/wp-content/themes/pp_2020/generated/fonts/libre-baskerville-v14-latin-regular.woff2\"\n as='font' type='font/woff2' crossorigin>\n <link rel='preload' href=\"https://www.prodpad.com/wp-content/themes/pp_2020/generated/fonts/oxygen-v15-latin-300.woff2\"\n as='font' type='font/woff2' crossorigin>\n <meta name='robots' content='noindex, follow' />\n\n\t<!-- This site is optimized with the Yoast SEO Premium plugin v27.7 (Yoast SEO v27.7) - https://yoast.com/product/yoast-seo-premium-wordpress/ -->\n\t<meta property=\"og:locale\" content=\"en_US\" />\n\t<meta property=\"og:title\" content=\"Page not found | ProdPad\" />\n\t<meta property=\"og:site_name\" content=\"ProdPad\" />\n\t<!-- / Yoast SEO Premium plugin. -->\n\n\n<link rel='dns-prefetch' href='//www.googletagmanager.com' />\n<link href='https://fonts.gstatic.com' crossorigin rel='preconnect' />\n<style id=\"wp-img-auto-sizes-contain-inline-css\">\nimg:is([sizes=auto i],[sizes^=\"auto,\" i]){contain-intrinsic-size:3000px 1500px}\n/*# sourceURL=wp-img-auto-sizes-contain-inline-css */\n</style>\n<style id=\"classic-theme-styles-inline-css\">\n/*! This file is auto-generated */\n.wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none}\n/*# sourceURL=/wp-includes/css/classic-themes.min.css */\n</style>\n\n<style id=\"global-styles-inline-css\">\n:root{--wp--preset--aspect-ratio--square: 1;--wp--preset--aspect-ratio--4-3: 4/3;--wp--preset--aspect-ratio--3-4: 3/4;--wp--preset--aspect-ratio--3-2: 3/2;--wp--preset--aspect-ratio--2-3: 2/3;--wp--preset--aspect-ratio--16-9: 16/9;--wp--preset--aspect-ratio--9-16: 9/16;--wp--preset--color--black: #000000;--wp--preset--color--cyan-bluish-gray: #abb8c3;--wp--preset--color--white: #ffffff;--wp--preset--color--pale-pink: #f78da7;--wp--preset--color--vivid-red: #cf2e2e;--wp--preset--color--luminous-vivid-orange: #ff6900;--wp--preset--color--luminous-vivid-amber: #fcb900;--wp--preset--color--light-green-cyan: #7bdcb5;--wp--preset--color--vivid-green-cyan: #00d084;--wp--preset--color--pale-cyan-blue: #8ed1fc;--wp--preset--color--vivid-cyan-blue: #0693e3;--wp--preset--color--vivid-purple: #9b51e0;--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple: linear-gradient(135deg,rgb(6,147,227) 0%,rgb(155,81,224) 100%);--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan: linear-gradient(135deg,rgb(122,220,180) 0%,rgb(0,208,130) 100%);--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange: linear-gradient(135deg,rgb(252,185,0) 0%,rgb(255,105,0) 100%);--wp--preset--gradient--luminous-vivid-orange-to-vivid-red: linear-gradient(135deg,rgb(255,105,0) 0%,rgb(207,46,46) 100%);--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray: linear-gradient(135deg,rgb(238,238,238) 0%,rgb(169,184,195) 100%);--wp--preset--gradient--cool-to-warm-spectrum: linear-gradient(135deg,rgb(74,234,220) 0%,rgb(151,120,209) 20%,rgb(207,42,186) 40%,rgb(238,44,130) 60%,rgb(251,105,98) 80%,rgb(254,248,76) 100%);--wp--preset--gradient--blush-light-purple: linear-gradient(135deg,rgb(255,206,236) 0%,rgb(152,150,240) 100%);--wp--preset--gradient--blush-bordeaux: linear-gradient(135deg,rgb(254,205,165) 0%,rgb(254,45,45) 50%,rgb(107,0,62) 100%);--wp--preset--gradient--luminous-dusk: linear-gradient(135deg,rgb(255,203,112) 0%,rgb(199,81,192) 50%,rgb(65,88,208) 100%);--wp--preset--gradient--pale-ocean: linear-gradient(135deg,rgb(255,245,203) 0%,rg"
},
"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": 108728,
"text": "<!DOCTYPE html>\n<!--[if IE 7]><html class=\"no-js lt-ie9 lt-ie8 ie7\"> <![endif]-->\n<!--[if IE 8]><html class=\"no-js lt-ie9 ie8\"> <![endif]-->\n<!--[if IE 9]><html class=\"no-js ie9\"> <![endif]-->\n<!--[if gt IE 9]><!-->\n<html lang=\"en\">\n<!--<![endif]-->\n\n<head>\n <meta charset=\"UTF-8\">\n <title>Page not found | ProdPad</title>\n <meta name=\"viewport\" content=\"width=device-width,initial-scale=1\">\n <link rel='preload'\n href=\"https://www.prodpad.com/wp-content/themes/pp_2020/generated/fonts/libre-baskerville-v14-latin-regular.woff2\"\n as='font' type='font/woff2' crossorigin>\n <link rel='preload' href=\"https://www.prodpad.com/wp-content/themes/pp_2020/generated/fonts/oxygen-v15-latin-300.woff2\"\n as='font' type='font/woff2' crossorigin>\n <meta name='robots' content='noindex, follow' />\n\n\t<!-- This site is optimized with the Yoast SEO Premium plugin v27.7 (Yoast SEO v27.7) - https://yoast.com/product/yoast-seo-premium-wordpress/ -->\n\t<meta property=\"og:locale\" content=\"en_US\" />\n\t<meta property=\"og:title\" content=\"Page not found | ProdPad\" />\n\t<meta property=\"og:site_name\" content=\"ProdPad\" />\n\t<!-- / Yoast SEO Premium plugin. -->\n\n\n<link rel='dns-prefetch' href='//www.googletagmanager.com' />\n<link href='https://fonts.gstatic.com' crossorigin rel='preconnect' />\n<style id=\"wp-img-auto-sizes-contain-inline-css\">\nimg:is([sizes=auto i],[sizes^=\"auto,\" i]){contain-intrinsic-size:3000px 1500px}\n/*# sourceURL=wp-img-auto-sizes-contain-inline-css */\n</style>\n<style id=\"classic-theme-styles-inline-css\">\n/*! This file is auto-generated */\n.wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none}\n/*# sourceURL=/wp-includes/css/classic-themes.min.css */\n</style>\n\n<style id=\"global-styles-inline-css\">\n:root{--wp--preset--aspect-ratio--square: 1;--wp--preset--aspect-ratio--4-3: 4/3;--wp--preset--aspect-ratio--3-4: 3/4;--wp--preset--aspect-ratio--3-2: 3/2;--wp--preset--aspect-ratio--2-3: 2/3;--wp--preset--aspect-ratio--16-9: 16/9;--wp--preset--aspect-ratio--9-16: 9/16;--wp--preset--color--black: #000000;--wp--preset--color--cyan-bluish-gray: #abb8c3;--wp--preset--color--white: #ffffff;--wp--preset--color--pale-pink: #f78da7;--wp--preset--color--vivid-red: #cf2e2e;--wp--preset--color--luminous-vivid-orange: #ff6900;--wp--preset--color--luminous-vivid-amber: #fcb900;--wp--preset--color--light-green-cyan: #7bdcb5;--wp--preset--color--vivid-green-cyan: #00d084;--wp--preset--color--pale-cyan-blue: #8ed1fc;--wp--preset--color--vivid-cyan-blue: #0693e3;--wp--preset--color--vivid-purple: #9b51e0;--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple: linear-gradient(135deg,rgb(6,147,227) 0%,rgb(155,81,224) 100%);--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan: linear-gradient(135deg,rgb(122,220,180) 0%,rgb(0,208,130) 100%);--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange: linear-gradient(135deg,rgb(252,185,0) 0%,rgb(255,105,0) 100%);--wp--preset--gradient--luminous-vivid-orange-to-vivid-red: linear-gradient(135deg,rgb(255,105,0) 0%,rgb(207,46,46) 100%);--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray: linear-gradient(135deg,rgb(238,238,238) 0%,rgb(169,184,195) 100%);--wp--preset--gradient--cool-to-warm-spectrum: linear-gradient(135deg,rgb(74,234,220) 0%,rgb(151,120,209) 20%,rgb(207,42,186) 40%,rgb(238,44,130) 60%,rgb(251,105,98) 80%,rgb(254,248,76) 100%);--wp--preset--gradient--blush-light-purple: linear-gradient(135deg,rgb(255,206,236) 0%,rgb(152,150,240) 100%);--wp--preset--gradient--blush-bordeaux: linear-gradient(135deg,rgb(254,205,165) 0%,rgb(254,45,45) 50%,rgb(107,0,62) 100%);--wp--preset--gradient--luminous-dusk: linear-gradient(135deg,rgb(255,203,112) 0%,rgb(199,81,192) 50%,rgb(65,88,208) 100%);--wp--preset--gradient--pale-ocean: linear-gradient(135deg,rgb(255,245,203) 0%,rg"
}
},
"issue": "OAuth authorization server metadata could not be fetched.",
"howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "log in"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign up"
}
]
},
"resourceFetchSucceeded": false
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Q&A and FAQ opportunities
GEO: Q&A and FAQ opportunities is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Q&A and FAQ opportunities
GEO: Q&A and FAQ opportunities is informational for this page.
Informational
Needs attention
GEO: Q&A and FAQ opportunities
01
Issue
16 h2 heading(s) are not phrased as questions; this is optional and only useful where Q&A wording is natural. No visible FAQ or FAQPage schema was detected; this is optional unless the page answers common questions.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Q&A and FAQ opportunities
Score
75/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Q&A and FAQ opportunities is informational for this page.
Evidence
{
"h2Count": 16,
"questionH2s": 0,
"hasFaq": false,
"nonQuestionH2s": [
{
"index": 1,
"text": "Main Navigation",
"isQuestion": false,
"html": "<h2 class=\"visually-hidden\">Main Navigation</h2>"
},
{
"index": 2,
"text": "The Outcome",
"isQuestion": false,
"html": "<h2 class=\"h2 wp-block-heading\" id=\"h-the-outcome\">The <strong>Outcome</strong></h2>"
},
{
"index": 3,
"text": "Your disconnected tools are costing you",
"isQuestion": false,
"html": "<h2 class=\"bh\">Your disconnected tools are costing you</h2>"
},
{
"index": 4,
"text": "Every one of the problems above comes from the same root cause. Your product decisions live in tools that don't talk to each other. ProdPad is the connected system that fixes it.",
"isQuestion": false,
"html": "<h2>Every one of the problems above comes from the same root cause. Your product decisions live in tools that don't talk to each other. ProdPad is the connected system that fixes it.</h2>"
},
{
"index": 5,
"text": "See the full picture across your product org",
"isQuestion": false,
"html": "<h2>See the full picture across your product org</h2>"
},
{
"index": 6,
"text": "This is what product management should feel like",
"isQuestion": false,
"html": "<h2 class=\"wp-block-heading has-text-align-center\" id=\"h-this-is-what-product-management-should-feel-like\">This is what product management should feel like</h2>"
},
{
"index": 7,
"text": "Make your roadmap resonate",
"isQuestion": false,
"html": "<h2 class=\"text-headline text-highlight\">Make your roadmap <span class=\"blue-highlight\">resonate</span></h2>"
},
{
"index": 8,
"text": "Stay outcome focused",
"isQuestion": false,
"html": "<h2 class=\"text-headline text-highlight\">Stay <span class=\"blue-highlight\">outcome</span> focused</h2>"
},
{
"index": 9,
"text": "Move faster with AI",
"isQuestion": false,
"html": "<h2 class=\"text-headline text-highlight\">Move faster with <span class=\"purple-highlight\">AI</span> </h2>"
},
{
"index": 10,
"text": "Build aligned product culture",
"isQuestion": false,
"html": "<h2 class=\"text-headline text-highlight\">Build <span class=\"blue-highlight\">aligned</span> product culture </h2>"
},
{
"index": 11,
"text": "Sync strategy with delivery across your tools",
"isQuestion": false,
"html": "<h2>Sync strategy with delivery across your tools</h2>"
},
{
"index": 12,
"text": "Built for how you work",
"isQuestion": false,
"html": "<h2 class=\"bh\">Built for how you work</h2>"
},
{
"index": 13,
"text": "We’re a product management community.Come join us.",
"isQuestion": false,
"html": "<h2 class=\"wp-block-heading has-text-align-center\" id=\"h-we-re-a-product-management-community-come-join-us\">We’re a product management community.<br>Come join us.</h2>"
},
{
"index": 14,
"text": "Get a tool that’s built on opinions. Good ones.",
"isQuestion": false,
"html": "<h2 class=\"wp-block-heading has-text-align-center\" id=\"h-get-a-tool-that-s-built-on-opinions-good-ones\">Get a tool that’s built on opinions. Good ones.</h2>"
},
{
"index": 15,
"text": "Designed by product people. For product people.",
"isQuestion": false,
"html": "<h2>Designed by product people. For product people.</h2>"
},
{
"index": 16,
"text": "Footer Navigation",
"isQuestion": false,
"html": "<h2 class=\"visually-hidden\">Footer Navigation</h2>"
}
],
"score": 75,
"weight": 4
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
Needs attention
IndexNow key
01
Issue
IndexNow key is informational for this page.
02
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
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
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
01
Issue
OAuth / OIDC discovery was not found at the expected path.
02
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
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": 108728
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 108728
}
]
},
"issue": "OAuth / OIDC discovery was not found at the expected path.",
"howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "log in"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign up"
}
]
},
"resourceFetchSucceeded": false
}Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
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
01
Issue
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
02
Why it matters
Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.
Check name
OAuth Protected Resource
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.
Result
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Validation steps
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>\n<!--[if IE 7]><html class=\"no-js lt-ie9 lt-ie8 ie7\"> <![endif]-->\n<!--[if IE 8]><html class=\"no-js lt-ie9 ie8\"> <![endif]-->\n<!--[if IE 9]><html class=\"no-js ie9\"> <![endif]-->\n<!--[if gt IE 9]><!-->\n<html lang=\"en\">\n<!--<![endif]-->\n\n<head>\n <meta charset=\"UTF-8\">\n <title>Page not found | ProdPad</title>\n <meta name=\"viewport\" content=\"width=device-width,initial-scale=1\">\n <link rel='preload'\n href=\"https://www.prodpad.com/wp-content/themes/pp_2020/generated/fonts/libre-baskerville-v14-latin-regular.woff2\"\n as='font' type='font/woff2' crossorigin>\n <link rel='preload' href=\"https://www.prodpad.com/wp-content/themes/pp_2020/generated/fonts/oxygen-v15-latin-300.woff2\"\n as='font' type='font/woff2' crossorigin>\n <meta name='robots' conten"
},
"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.prodpad.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.prodpad.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.prodpad.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.prodpad.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
}
]
},
"issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
"howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "log in"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign up"
}
]
},
"resourceFetchSucceeded": false
}Performance and AccessibilityPerformanceBrowser audit
Network dependency tree
100 Fail
Performance and AccessibilityPerformanceBrowser audit
Network dependency tree
100 Fail
Check name
Network dependency tree
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load.
References
https://web.dev/learn/performance/Evidence
{
"description": "[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load."
}Performance and AccessibilityAccessibilityBrowser audit
Background and foreground colors do not have a sufficient contrast ratio.
50 Fail
Performance and AccessibilityAccessibilityBrowser audit
Background and foreground colors do not have a sufficient contrast ratio.
50 Fail
Check name
Background and foreground colors do not have a sufficient contrast ratio.
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast)."
}Performance and AccessibilityAccessibilityBrowser audit
Heading elements are not in a sequentially-descending order
50 Fail
Performance and AccessibilityAccessibilityBrowser audit
Heading elements are not in a sequentially-descending order
50 Fail
Check name
Heading elements are not in a sequentially-descending order
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Properly ordered headings that do not skip levels convey the semantic structure of the page, making it easier to navigate and understand when using assistive technologies. [Learn more about heading order](https://dequeuniversity.com/rules/axe/4.11/heading-order).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Properly ordered headings that do not skip levels convey the semantic structure of the page, making it easier to navigate and understand when using assistive technologies. [Learn more about heading order](https://dequeuniversity.com/rules/axe/4.11/heading-order)."
}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.
| Scan date | Score | Readiness | Report |
|---|---|---|---|
| 72/100 | Level 3, Bot-Aware | Current report |