Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 44 out of 100
- Agent Ease of Use 30 out of 100
- Security & Trust 60 out of 100
- GEO, AIO and AEO 79 out of 100
- SEO 85 out of 100
- Performance and Accessibility 53 out of 100
What AI sees of your website
Whatfix | AI-Powered Digital Adoption Platform
Guide users in-app with Whatfix. Provide simulation training, track adoption, and drive outcomes across enterprise software investments.
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 44 | Priority fix | 9 | 14 | 1 | View details |
| Discoverability | 57 | Needs work | 4 | 5 | 0 | View details |
| Content Readiness | 63 | Needs work | 5 | 5 | 1 | View details |
| Bot Access Control | 0 | Priority fix | 0 | 4 | 0 | View details |
| Agent Ease of Use | 30 | Priority fix | 10 | 31 | 3 | View details |
| API | 17 | Priority fix | 1 | 8 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 7 | 0 | View details |
| MCP | 38 | Priority fix | 2 | 6 | 2 | View details |
| Skill Discovery | 35 | Priority fix | 3 | 10 | 1 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 79 | Mostly ready | 6 | 0 | 14 | |
| GEO Readiness | 88 | Mostly ready | 3 | 0 | 3 | |
| AIO Readiness | 81 | Mostly ready | 2 | 0 | 5 | |
| AEO Readiness | 67 | Needs work | 1 | 0 | 6 | |
| SEO | 85 | Mostly ready | 9 | 2 | 0 | View details |
| SEO | 85 | Mostly ready | 9 | 2 | 0 | View details |
| Security & Trust | 76 | Mostly ready | 7 | 2 | 0 | View details |
| Security & Trust | 60 | Needs work | 3 | 2 | 0 | View details |
| AI Training Exposure | 100 | Strong | 4 | 0 | 0 | |
| Performance and Accessibility | 53 | Needs work | 19 | 7 | 2 | View details |
| Performance | 36 | Priority fix | 12 | 5 | 2 | View details |
| Accessibility | 84 | Mostly ready | 7 | 2 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
50 items need attention
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
50 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
Needs attention
Content-Security-Policy
Issue
Content-Security-Policy is missing or incomplete.
Why it matters
Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.
Check name
Content-Security-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Constrain script, style, frame, and resource loading with a Content-Security-Policy header.
Result
Content-Security-Policy is missing or incomplete.
Evidence
{
"header": "content-security-policy",
"value": "frame-ancestors 'self'; script-src 'self' 'unsafe-inline' 'unsafe-eval' https://www.youtube.com https://js.zi-scripts.com https://website.whatfix.com https://www.googletagmanager.com https://s3-us-west-2.amazonaws.com https://www.google-analytics.com https://googleads.g.doubleclick.net https://dev.visualwebsiteoptimizer.com https://cdn.jsdelivr.net https://fast.wistia.com https://fast.wistia.net https://whatfix.wistia.com https://js.qualified.com https://cdn.whatfix.com https://js.chilipiper.com https://cdn2.gbqofs.com https://bat.bing.com https://cdn.gbqofs.com https://whatfix.com https://browser.sentry-cdn.com https://pi.pardot.com https://snap.licdn.com https://tag.demandbase.com https://connect.facebook.net https://tracking.g2crowd.com https://app.factors.ai https://cdn-apac.onetrust.com https://go.whatfix.com https://cdnjs.cloudflare.com https://clearout.io https://app.vwo.com; worker-src 'self' blob:; object-src 'none';"
}Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
50 Fail
Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
Needs attention
Referrer-Policy
Issue
Referrer-Policy is missing or incomplete.
Why it matters
Referrer-Policy controls how much URL context is sent to other origins, limiting accidental leakage of paths, queries, and identifiers.
Check name
Referrer-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Limit how much referrer data leaves the site.
Result
Referrer-Policy is missing or incomplete.
Evidence
{
"header": "referrer-policy",
"value": null
}AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
Needs attention
AI bot rules in robots.txt
Issue
No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.
Why it matters
Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.
Check name
AI bot rules in robots.txt
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.
Result
AI bot rules in robots.txt is missing or incomplete.
Evidence
{
"expectedBots": [
"GPTBot",
"ChatGPT-User",
"ClaudeBot",
"Claude-Web",
"Anthropic-AI",
"Google-Extended",
"PerplexityBot",
"CCBot",
"Applebot-Extended",
"Meta-ExternalAgent",
"Bytespider",
"Amazonbot",
"Cohere-AI"
],
"configuredBots": []
}Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
33 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
Needs attention
API Catalog
Issue
The API catalog endpoint did not return HTTP 2xx.
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Fetch API catalog".
Validation steps
Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "fail",
"evidence": {
"statusCode": 404,
"contentType": "text/html"
},
"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": "<html>\r\n<head><title>404 Not Found</title></head>\r\n<body>\r\n<center><h1>404 Not Found</h1></center>\r\n<hr><center>openresty</center>\r\n</body>\r\n</html>\r\n"
},
"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.
33 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
Needs attention
Content Signal
Issue
No Content Signal found in robots.txt
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}AI DiscoverabilityDiscoverabilityEstablished
FAQPage schema
FAQPage schema is missing or incomplete.
33 Fail
AI DiscoverabilityDiscoverabilityEstablished
FAQPage schema
FAQPage schema is missing or incomplete.
Needs attention
FAQPage schema
Issue
FAQ content was detected but no FAQPage schema was found.
Why it matters
FAQPage schema lets agents extract visible question-and-answer content cleanly and avoid guessing which text is an answer.
Check name
FAQPage schema
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Expose question-and-answer content in FAQPage structured data when FAQs are present.
Result
FAQPage schema is missing or incomplete.
Evidence
{
"found": false,
"visibleFaq": true,
"allTypes": [
"BreadcrumbList",
"Organization",
"WebPage",
"WebSite"
]
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
33 Fail
AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
Needs attention
High-value schema types
Issue
No high-value schema types (e.g. Article, Product, Service) were found.
Why it matters
High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.
Check name
High-value schema types
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Use schema types that describe the page's primary content or offering.
Result
High-value schema types is missing or incomplete.
Evidence
{
"found": [],
"expected": [
"Article",
"BlogPosting",
"NewsArticle",
"Product",
"SoftwareApplication",
"FAQPage",
"LocalBusiness",
"VideoObject",
"HowTo",
"Event",
"Course",
"Review",
"Service"
],
"allTypes": [
"BreadcrumbList",
"Organization",
"WebPage",
"WebSite"
]
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
33 Fail
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
Needs attention
Link headers
Issue
No useful agent discovery Link headers were found.
Why it matters
Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.
Check name
Link headers
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Include Link response headers for agent discovery using RFC 8288.
Result
Link headers failed at "Find useful Link headers".
Validation steps
Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.
Evidence
{
"failedStep": "presence",
"steps": [
{
"id": "presence",
"title": "Find useful Link headers",
"status": "fail",
"evidence": {
"links": [
{
"url": "https://website.whatfix.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."
}
]
}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".
Needs attention
Markdown negotiation
Issue
Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
Markdown content type
Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "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": 80224,
"excerpt": "<!doctype html>\n<!--[if lt IE 7]> <html class=\"lt-ie10 lt-ie9 lt-ie8 lt-ie7\"> <![endif]-->\n<!--[if IE 7]> <html class=\"lt-ie10 lt-ie9 lt-ie8\"> <![endif]-->\n<!--[if IE 8]> <html class=\"lt-ie10 lt-ie9\"> <![endif]-->\n<!--[if IE 9]> <h",
"issue": "Markdown response is missing a heading."
},
"issue": "Markdown response is missing a heading.",
"howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
}
]
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
33 Fail
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
Needs attention
OpenAPI discovery
Issue
OpenAPI YAML document did not match the expected shape. Content-Type "text/html" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery failed at "Find valid OpenAPI document".
Validation steps
Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. Content-Type "text/html" 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": 200,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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\n<html>\n\n<head>\n\t<link rel=\"preload\" as=\"font\" href=\"https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa1ZL7W0Q5nw.woff2\">\n\t<link rel=\"preload\" as=\"font\" href=\"https://fonts.gstatic.com/s/inter/v11/UcCO3FwrK3iLTeHuS_fvQtMwCp50KnMw2boKoduKmMEVuLyfAZ9hiA.woff2\">\n\t<style>\n\n\t@font-face { font-family: 'Inter'; font-style: normal; font-weight: 400; src: url(https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa2JL7W0Q5n-wU.woff2) format('woff2'), url(https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa0ZL7W0Q5n-wU.woff2) format('woff2'); unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F, U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116; }\n\n\tbody {\n\t\tmargin: 0px;\n\t\tfont-family: \"Helvetic"
},
{
"path": "/openapi.yaml",
"statusCode": 200,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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\n<html>\n\n<head>\n\t<link rel=\"preload\" as=\"font\" href=\"https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa1ZL7W0Q5nw.woff2\">\n\t<link rel=\"preload\" as=\"font\" href=\"https://fonts.gstatic.com/s/inter/v11/UcCO3FwrK3iLTeHuS_fvQtMwCp50KnMw2boKoduKmMEVuLyfAZ9hiA.woff2\">\n\t<style>\n\n\t@font-face { font-family: 'Inter'; font-style: normal; font-weight: 400; src: url(https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa2JL7W0Q5n-wU.woff2) format('woff2'), url(https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa0ZL7W0Q5n-wU.woff2) format('woff2'); unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F, U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116; }\n\n\tbody {\n\t\tmargin: 0px;\n\t\tfont-family: \"Helvetic"
},
{
"path": "/swagger.json",
"statusCode": 200,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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\n<html>\n\n<head>\n\t<link rel=\"preload\" as=\"font\" href=\"https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa1ZL7W0Q5nw.woff2\">\n\t<link rel=\"preload\" as=\"font\" href=\"https://fonts.gstatic.com/s/inter/v11/UcCO3FwrK3iLTeHuS_fvQtMwCp50KnMw2boKoduKmMEVuLyfAZ9hiA.woff2\">\n\t<style>\n\n\t@font-face { font-family: 'Inter'; font-style: normal; font-weight: 400; src: url(https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa2JL7W0Q5n-wU.woff2) format('woff2'), url(https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa0ZL7W0Q5n-wU.woff2) format('woff2'); unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F, U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116; }\n\n\tbody {\n\t\tmargin: 0px;\n\t\tfont-family: \"Helvetic"
},
{
"path": "/swagger.yaml",
"statusCode": 200,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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\n<html>\n\n<head>\n\t<link rel=\"preload\" as=\"font\" href=\"https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa1ZL7W0Q5nw.woff2\">\n\t<link rel=\"preload\" as=\"font\" href=\"https://fonts.gstatic.com/s/inter/v11/UcCO3FwrK3iLTeHuS_fvQtMwCp50KnMw2boKoduKmMEVuLyfAZ9hiA.woff2\">\n\t<style>\n\n\t@font-face { font-family: 'Inter'; font-style: normal; font-weight: 400; src: url(https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa2JL7W0Q5n-wU.woff2) format('woff2'), url(https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa0ZL7W0Q5n-wU.woff2) format('woff2'); unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F, U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116; }\n\n\tbody {\n\t\tmargin: 0px;\n\t\tfont-family: \"Helvetic"
},
{
"path": "/api/openapi.json",
"statusCode": 404,
"contentType": "text/html;charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html;charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html>\n<body>\n\t<h1>404 - Page Not Found</h1>\n\t<h4>The requested resource could not be found.</h4>\n</body>\n</html>\n"
},
{
"path": "/api/swagger.json",
"statusCode": 404,
"contentType": "text/html;charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html;charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html>\n<body>\n\t<h1>404 - Page Not Found</h1>\n\t<h4>The requested resource could not be found.</h4>\n</body>\n</html>\n"
},
{
"path": "/docs/openapi.json",
"statusCode": 404,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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": "<html>\r\n<head><title>404 Not Found</title></head>\r\n<body>\r\n<center><h1>404 Not Found</h1></center>\r\n<hr><center>openresty</center>\r\n</body>\r\n</html>\r\n"
}
]
},
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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 DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
Needs attention
Semantic HTML
Issue
Semantic HTML is incomplete: missing <main> landmark; skipped heading levels; 3 links missing accessible names; 0/6 applicable form inputs have autocomplete attributes (6 missing); missing alt text on >10% of images.
Details
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": false,
"nav": true,
"footer": true,
"meaningfulH1": true,
"headingOrder": false,
"accessibleLinks": false,
"accessibleButtons": true,
"imageAltCoverage": false,
"formAutocompleteCoverage": false,
"details": {
"inaccessibleLinks": [
"<a class=\"type--mini\" href=\"https://linkedin.com/company/whatfix/\"> <i class=\"fab fa-linkedin\"></i> </a>",
"<a class=\"type--mini\" href=\"https://youtube.com/whatfix/\"> <i class=\"fab fa-youtube\"></i> </a>",
"<a class=\"type--mini\" href=\"https://twitter.com/whatfix/\"> <svg viewBox=\"0 0 24 24\" aria-hidden=\"true\" class=\"twitter-x\"> <g> <path d=\"M18.244 2.25h3.308l-7.227 8.26 8.502 11.24H16.17l-5.214-6.817L4.99 21.75H1.68l7.73-8.835L1.254 2.25H8.08l4.713 6.231zm-1.161 17.52h1.833L7.084 4.126H5.117z\"> </path> </g> </svg> </a>"
],
"inaccessibleButtons": [],
"missingAutocompleteInputs": [
"<input type=\"email\" name=\"email\">",
"<input type=\"text\" name=\"FirstName\">",
"<input type=\"text\" name=\"LastName\">",
"<input type=\"text\" name=\"phone\">",
"<input type=\"text\" name=\"Company\">",
"<input type=\"text\" name=\"company_size\" data-required=\"false\">"
],
"imagesMissingAlt": [
"<img src=\"/wp-content/uploads/2025/09/Software-Graphic.png\" width=\"100%\">",
"<img src=\"/wp-content/uploads/2025/09/AI-Graphic.png\" width=\"100%\">",
"<img src=\"/wp-content/uploads/2025/09/Marketplace-Graphic.png\" width=\"100%\">",
"<img src=\"/wp-content/uploads/2025/09/ERP-Graphic.png\" width=\"100%\">",
"<img src=\"/wp-content/uploads/2025/09/AI-Graphic.png\" width=\"100%\">",
"<img src=\"/wp-content/uploads/2025/09/CRM-Graphic.png\" width=\"100%\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsh4/673673/1756863277zHZkAq7g/employee_training.svg\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img class=\"industry-card-body-details-img\" src=\"https://website.whatfix.com/wp-content/uploads/2025/09/ICICI_Bank.png\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img class=\"industry-card-body-details-img\" src=\"https://website.whatfix.com/wp-content/uploads/2025/09/planet-hs.png\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img class=\"industry-card-body-details-img\" src=\"https://website.whatfix.com/wp-content/uploads/2025/09/old-mutual.png\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img style=\"width: 55px !important; height: 58px !important\" class=\"industry-card-body-details-img\" src=\"https://website.whatfix.com/wp-content/uploads/2025/09/city-of-baltimore-1.png\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img class=\"industry-card-body-details-img\" src=\"https://website.whatfix.com/wp-content/uploads/2025/09/able-to.png\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img class=\"industry-card-body-details-img\" src=\"https://website.whatfix.com/wp-content/uploads/2025/09/sentry.png\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img class=\"industry-card-body-details-img\" src=\"https://website.whatfix.com/wp-content/uploads/2025/09/BioMerieux-2560x1459-1-2.png\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img class=\"industry-card-body-details-img\" src=\"https://website.whatfix.com/wp-content/uploads/2025/09/ICICI_Bank.png\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img class=\"industry-card-body-details-img\" src=\"https://website.whatfix.com/wp-content/uploads/2025/09/planet-hs.png\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img class=\"industry-card-body-details-img\" src=\"https://website.whatfix.com/wp-content/uploads/2025/09/old-mutual.png\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img style=\"width: 55px !important; height: 58px !important\" class=\"industry-card-body-details-img\" src=\"https://website.whatfix.com/wp-content/uploads/2025/09/city-of-baltimore-1.png\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img class=\"industry-card-body-details-img\" src=\"https://website.whatfix.com/wp-content/uploads/2025/09/able-to.png\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img class=\"industry-card-body-details-img\" src=\"https://website.whatfix.com/wp-content/uploads/2025/09/sentry.png\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img style=\"width: 40px !important; height: 40px !important\" class=\"industry-card-body-details-img\" src=\"https://website.whatfix.com/wp-content/uploads/2025/09/BioMerieux-2560x1459-1-2.png\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">",
"<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">"
],
"skippedHeadingLevels": [
"h4: Products",
"h3: Digital Adoption Platform Accelerate workflows & unlock productivity with in‑app guidance and support.",
"h3: Product Analytics Track usage, analyze behavior, identify friction, and optimize workflows",
"h3: Mirror Replicate apps for hands-on user training and conduct AI-powered roleplaying.",
"h2: Use Cases",
"h2: Industries",
"h2: App Category",
"h4: Customer-First DNA",
"h4: Quick Links",
"h4: See all Customer Stories",
"h2: Learn",
"h2: Company",
"h2: Social",
"h1: Software Clicks faster with Whatfix",
"h3: Software Clicks with Whatfix",
"h3: AI Clicks with Whatfix",
"h3: Marketplace Clicks with Whatfix",
"h3: ERP Clicks with Whatfix",
"h3: AI Clicks with Whatfix",
"h3: CRM Clicks with Whatfix",
"h3: An Intelligent Layer Across Your Enterprise Apps",
"h3: Control how enterprise software is used at scale",
"h3: Get users productive faster across complex enterprise applications",
"h3: Execute application change with speed, clarity, and confidence",
"h3: Turn underused features into realized business value",
"h3: Reduce support costs while empowering users to self-serve",
"h3: Continuously optimize workflows with real usage data",
"h3: See how Whatfix accelerates workflows and unlocks user productivity across industries.",
"h5: Banking",
"h5: Education",
"h5: Financial Services",
"h5: Govt. & Public Sector",
"h5: Healthcare",
"h5: Insurance",
"h5: Life Sciences & Pharma",
"h5: Don't see your industry?",
"h5: Banking",
"h5: Education",
"h5: Financial Services",
"h5: Govt. & Public Sector",
"h5: Healthcare",
"h5: Insurance",
"h5: Life Sciences & Pharma",
"h5: Don't see your industry?",
"h2: Whatfix Product Suite",
"h3: Whatfix Digital Adoption Platform",
"h3: Whatfix Product Analytics",
"h3: Whatfix Mirror",
"h3: Trusted by Enterprises. Loved by Users.",
"h4: 49M",
"h4: 64%",
"h4: 67%",
"h4: 15%",
"h4: 99.9%",
"h3: See why customers love Whatfix",
"h4: Nichola Holdship",
"h4: Lee Glenn",
"h4: Stephanie Dull",
"h4: Hein Pieters",
"h4: Alex Cooper",
"h4: Mariella Gonzalez",
"h2: Software Clicks Better With Whatfix"
]
},
"counts": {
"h1": 1,
"headings": 62,
"links": 288,
"inaccessibleLinks": 3,
"buttons": 10,
"inaccessibleButtons": 0,
"images": 129,
"imagesWithAlt": 77,
"autocompleteInputs": 6,
"inputsWithAutocomplete": 0,
"missingAutocompleteInputs": 6
}
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
33 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
Needs attention
Web Bot Auth request signing
Issue
Web Bot Auth request signing was not found at the expected path.
Why it matters
Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.
Check name
Web Bot Auth request signing
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.
Result
Web Bot Auth request signing failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Web Bot Auth request signing was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/http-message-signatures-directory",
"statusCode": 404,
"contentType": "text/html",
"length": 150
}
]
},
"issue": "Web Bot Auth request signing was not found at the expected path.",
"howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
}
]
}Agent Ease of 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".
Needs attention
MCP Server Card
Issue
MCP Server Card was not found at the expected path.
Why it matters
MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.
Check name
MCP Server Card
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Publish an MCP Server Card for agent discovery.
Result
MCP Server Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
MCP Server Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html",
"length": 150
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html",
"length": 150
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html",
"length": 150
}
]
},
"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 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".
Needs attention
Agent Skills index
Issue
Agent Skills index was not found at the expected path.
Why it matters
An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.
Check name
Agent Skills index
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Agent Skills index was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-skills/index.json",
"statusCode": 404,
"contentType": "text/html",
"length": 150
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html",
"length": 150
}
]
},
"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 UseAPIEmerging recommendation
AI context endpoint
AI context endpoint failed at "Validate resource body".
17 Fail
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint failed at "Validate resource body".
Needs attention
AI context endpoint
Issue
Content-Type "text/html" is not JSON, Markdown, or text/plain.
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
50/100
Status
fail
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 failed at "Validate resource body".
Validation steps
Validate resource body
Content-Type "text/html" is not JSON, Markdown, or text/plain.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/context",
"statusCode": 200,
"contentType": "text/html"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Content-Type \"text/html\" is not JSON, Markdown, or text/plain.",
"rawExcerpt": "<!doctype html>\n\n<html>\n\n<head>\n\t<link rel=\"preload\" as=\"font\" href=\"https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa1ZL7W0Q5nw.woff2\">\n\t<link rel=\"preload\" as=\"font\" href=\"https://fonts.gstatic.com/s/inter/v11/UcCO3FwrK3iLTeHuS_fvQtMwCp50KnMw2boKoduKmMEVuLyfAZ9hiA.woff2\">\n\t<style>\n\n\t@font-face { font-family: 'Inter'; font-style: normal; font-weight: 400; src: url(https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa2JL7W0Q5n-wU.woff2) format('woff2'), url(https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa0ZL7W0Q5n-wU.woff2) format('woff2'); unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F, U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116; }\n\n\tbody {\n\t\tmargin: 0px;\n\t\tfont-family: \"Helvetic"
},
"issue": "Content-Type \"text/html\" is not JSON, Markdown, or text/plain.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}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".
Needs attention
DNS-AID Agent Discovery
Issue
No DNS-AID entrypoint records were found under _agents.
Why it matters
DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.
Check name
DNS-AID Agent Discovery
Score
25/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.
Result
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Validation steps
Resolve DNS-AID SVCB/HTTPS records
No DNS-AID entrypoint records were found under _agents.
Validate alpn and endpoint parameters
Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.
Check DNSSEC material
DNSSEC material was not visible for the hostname or parent zone from this resolver.
Evidence
{
"failedStep": "svcb-https-records",
"steps": [
{
"id": "svcb-https-records",
"title": "Resolve DNS-AID SVCB/HTTPS records",
"status": "fail",
"evidence": {
"hostname": "whatfix.com",
"probes": [
{
"name": "_index._agents.whatfix.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.whatfix.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": "whatfix.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 UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Validate resource body".
13 Fail
Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Validate resource body".
Needs attention
mcp.json
Issue
Response is not valid JSON.
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
50/100
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 "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/mcp.json",
"statusCode": 200,
"contentType": "text/html"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!doctype html>\n\n<html>\n\n<head>\n\t<link rel=\"preload\" as=\"font\" href=\"https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa1ZL7W0Q5nw.woff2\">\n\t<link rel=\"preload\" as=\"font\" href=\"https://fonts.gstatic.com/s/inter/v11/UcCO3FwrK3iLTeHuS_fvQtMwCp50KnMw2boKoduKmMEVuLyfAZ9hiA.woff2\">\n\t<style>\n\n\t@font-face { font-family: 'Inter'; font-style: normal; font-weight: 400; src: url(https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa2JL7W0Q5n-wU.woff2) format('woff2'), url(https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa0ZL7W0Q5n-wU.woff2) format('woff2'); unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F, U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116; }\n\n\tbody {\n\t\tmargin: 0px;\n\t\tfont-family: \"Helvetic"
},
"issue": "Response is not valid JSON.",
"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 "Validate resource body".
13 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Validate resource body".
Needs attention
WebMCP manifest
Issue
Response is not valid JSON.
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
50/100
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 "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/webmcp.json",
"statusCode": 200,
"contentType": "text/html"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!doctype html>\n\n<html>\n\n<head>\n\t<link rel=\"preload\" as=\"font\" href=\"https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa1ZL7W0Q5nw.woff2\">\n\t<link rel=\"preload\" as=\"font\" href=\"https://fonts.gstatic.com/s/inter/v11/UcCO3FwrK3iLTeHuS_fvQtMwCp50KnMw2boKoduKmMEVuLyfAZ9hiA.woff2\">\n\t<style>\n\n\t@font-face { font-family: 'Inter'; font-style: normal; font-weight: 400; src: url(https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa2JL7W0Q5n-wU.woff2) format('woff2'), url(https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa0ZL7W0Q5n-wU.woff2) format('woff2'); unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F, U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116; }\n\n\tbody {\n\t\tmargin: 0px;\n\t\tfont-family: \"Helvetic"
},
"issue": "Response is not valid JSON.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}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".
Needs attention
WebMCP
Issue
WebMCP declarative annotations need fixes.
Details
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
<select> is missing a name attribute.<select> is missing a label.<select> is missing tool-param-description.<input name="email"> is missing a label.<input name="email"> is missing tool-param-description.<input name="FirstName"> is missing a label.<input name="FirstName"> is missing tool-param-description.<input name="LastName"> is missing a label.<input name="LastName"> is missing tool-param-description.<input name="phone"> is missing a label.<input name="phone"> is missing tool-param-description.<input name="Company"> is missing a label.<input name="Company"> is missing tool-param-description.<input name="company_size"> is missing a label.<input name="company_size"> 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": 1,
"formsWithTags": 0,
"totalInteractive": 304,
"interactiveWithTags": 0,
"totalCount": 305,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<select> is missing a name attribute.",
"<select> is missing a label.",
"<select> is missing tool-param-description.",
"<input name=\"email\"> is missing a label.",
"<input name=\"email\"> is missing tool-param-description.",
"<input name=\"FirstName\"> is missing a label.",
"<input name=\"FirstName\"> is missing tool-param-description.",
"<input name=\"LastName\"> is missing a label.",
"<input name=\"LastName\"> is missing tool-param-description.",
"<input name=\"phone\"> is missing a label.",
"<input name=\"phone\"> is missing tool-param-description.",
"<input name=\"Company\"> is missing a label.",
"<input name=\"Company\"> is missing tool-param-description.",
"<input name=\"company_size\"> is missing a label.",
"<input name=\"company_size\"> 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": 15,
"issues": [
"<select> is missing a name attribute.",
"<select> is missing a label.",
"<select> is missing tool-param-description.",
"<input name=\"email\"> is missing a label.",
"<input name=\"email\"> is missing tool-param-description.",
"<input name=\"FirstName\"> is missing a label.",
"<input name=\"FirstName\"> is missing tool-param-description.",
"<input name=\"LastName\"> is missing a label.",
"<input name=\"LastName\"> is missing tool-param-description.",
"<input name=\"phone\"> is missing a label.",
"<input name=\"phone\"> is missing tool-param-description.",
"<input name=\"Company\"> is missing a label.",
"<input name=\"Company\"> is missing tool-param-description.",
"<input name=\"company_size\"> is missing a label.",
"<input name=\"company_size\"> is missing tool-param-description."
]
},
"issue": "WebMCP declarative annotations need fixes.",
"issueDetails": [
{
"title": "WebMCP declarative annotation issues",
"items": [
{
"type": "code",
"value": "<select> is missing a name attribute."
},
{
"type": "code",
"value": "<select> is missing a label."
},
{
"type": "code",
"value": "<select> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"email\"> is missing a label."
},
{
"type": "code",
"value": "<input name=\"email\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"FirstName\"> is missing a label."
},
{
"type": "code",
"value": "<input name=\"FirstName\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"LastName\"> is missing a label."
},
{
"type": "code",
"value": "<input name=\"LastName\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"phone\"> is missing a label."
},
{
"type": "code",
"value": "<input name=\"phone\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"Company\"> is missing a label."
},
{
"type": "code",
"value": "<input name=\"Company\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"company_size\"> is missing a label."
},
{
"type": "code",
"value": "<input name=\"company_size\"> 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": 1,
"formsWithTags": 0,
"totalInteractive": 304,
"interactiveWithTags": 0,
"totalCount": 305,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<select> is missing a name attribute.",
"<select> is missing a label.",
"<select> is missing tool-param-description.",
"<input name=\"email\"> is missing a label.",
"<input name=\"email\"> is missing tool-param-description.",
"<input name=\"FirstName\"> is missing a label.",
"<input name=\"FirstName\"> is missing tool-param-description.",
"<input name=\"LastName\"> is missing a label.",
"<input name=\"LastName\"> is missing tool-param-description.",
"<input name=\"phone\"> is missing a label.",
"<input name=\"phone\"> is missing tool-param-description.",
"<input name=\"Company\"> is missing a label.",
"<input name=\"Company\"> is missing tool-param-description.",
"<input name=\"company_size\"> is missing a label.",
"<input name=\"company_size\"> 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": 1,
"formsWithTags": 0,
"totalInteractive": 304,
"interactiveWithTags": 0,
"totalCount": 305,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<select> is missing a name attribute.",
"<select> is missing a label.",
"<select> is missing tool-param-description.",
"<input name=\"email\"> is missing a label.",
"<input name=\"email\"> is missing tool-param-description.",
"<input name=\"FirstName\"> is missing a label.",
"<input name=\"FirstName\"> is missing tool-param-description.",
"<input name=\"LastName\"> is missing a label.",
"<input name=\"LastName\"> is missing tool-param-description.",
"<input name=\"phone\"> is missing a label.",
"<input name=\"phone\"> is missing tool-param-description.",
"<input name=\"Company\"> is missing a label.",
"<input name=\"Company\"> is missing tool-param-description.",
"<input name=\"company_size\"> is missing a label.",
"<input name=\"company_size\"> is missing tool-param-description."
]
},
"browserWebMcp": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Validate resource body".
10 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Validate resource body".
Needs attention
A2A Agent Card
Issue
Response is not valid JSON.
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
50/100
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 "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/agent-card.json",
"statusCode": 200,
"contentType": "text/html"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!doctype html>\n\n<html>\n\n<head>\n\t<link rel=\"preload\" as=\"font\" href=\"https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa1ZL7W0Q5nw.woff2\">\n\t<link rel=\"preload\" as=\"font\" href=\"https://fonts.gstatic.com/s/inter/v11/UcCO3FwrK3iLTeHuS_fvQtMwCp50KnMw2boKoduKmMEVuLyfAZ9hiA.woff2\">\n\t<style>\n\n\t@font-face { font-family: 'Inter'; font-style: normal; font-weight: 400; src: url(https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa2JL7W0Q5n-wU.woff2) format('woff2'), url(https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa0ZL7W0Q5n-wU.woff2) format('woff2'); unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F, U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116; }\n\n\tbody {\n\t\tmargin: 0px;\n\t\tfont-family: \"Helvetic"
},
"issue": "Response is not valid JSON.",
"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.json
agent.json failed at "Validate resource body".
10 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Validate resource body".
Needs attention
agent.json
Issue
Response is not valid JSON.
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
50/100
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 "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/agent.json",
"statusCode": 200,
"contentType": "text/html"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!doctype html>\n\n<html>\n\n<head>\n\t<link rel=\"preload\" as=\"font\" href=\"https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa1ZL7W0Q5nw.woff2\">\n\t<link rel=\"preload\" as=\"font\" href=\"https://fonts.gstatic.com/s/inter/v11/UcCO3FwrK3iLTeHuS_fvQtMwCp50KnMw2boKoduKmMEVuLyfAZ9hiA.woff2\">\n\t<style>\n\n\t@font-face { font-family: 'Inter'; font-style: normal; font-weight: 400; src: url(https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa2JL7W0Q5n-wU.woff2) format('woff2'), url(https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa0ZL7W0Q5n-wU.woff2) format('woff2'); unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F, U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116; }\n\n\tbody {\n\t\tmargin: 0px;\n\t\tfont-family: \"Helvetic"
},
"issue": "Response is not valid JSON.",
"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 "Validate resource body".
10 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Validate resource body".
Needs attention
agents.json
Issue
Response is not valid JSON.
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
50/100
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 "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/agents.json",
"statusCode": 200,
"contentType": "text/html"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!doctype html>\n\n<html>\n\n<head>\n\t<link rel=\"preload\" as=\"font\" href=\"https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa1ZL7W0Q5nw.woff2\">\n\t<link rel=\"preload\" as=\"font\" href=\"https://fonts.gstatic.com/s/inter/v11/UcCO3FwrK3iLTeHuS_fvQtMwCp50KnMw2boKoduKmMEVuLyfAZ9hiA.woff2\">\n\t<style>\n\n\t@font-face { font-family: 'Inter'; font-style: normal; font-weight: 400; src: url(https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa2JL7W0Q5n-wU.woff2) format('woff2'), url(https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa0ZL7W0Q5n-wU.woff2) format('woff2'); unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F, U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116; }\n\n\tbody {\n\t\tmargin: 0px;\n\t\tfont-family: \"Helvetic"
},
"issue": "Response is not valid JSON.",
"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.
8 Warning
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
Needs attention
Content freshness signals
Issue
Content freshness signals are incomplete: missing Last-Modified HTTP header.
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
75/100
Status
warning
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is partially implemented.
Evidence
{
"lastModified": null,
"schemaDates": [
"2026-03-26T19:55:24+00:00",
"2023-05-31T10:20:36+00:00"
],
"metaDateCount": 1,
"timeDateCount": 0
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 60/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 60/100 and needs improvement.
Needs attention
AIO: Source and trust signals
Issue
Missing AIO trust signals: author, publisher.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Source and trust signals
Score
60/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Source and trust signals scored 60/100 and needs improvement.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": true,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [
"2023-05-31T10:20:36+00:00",
"2026-03-26T19:55:24+00:00"
],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://whatfix.com/customers/",
"text": "Check out what our customers say about Whatfix",
"html": "<a href=\"https://whatfix.com/customers/\" class=\"elementor-item\">Check out what our
customers say about Whatfix<span class=\"txt\"></span></a>"
},
{
"href": "https://whatfix.com/customers/",
"text": "Check out what our customers say about Whatfix",
"html": "<a href=\"https://whatfix.com/customers/\" class=\"elementor-item\" tabindex=\"-1\">Check out what our
customers say about Whatfix<span class=\"txt\"></span></a>"
},
{
"href": "/resources/case-studies/renewable-energy-group-inc-reduces-time-to-jd-edwards-salesforce-proficiency-by-about-50-with-whatfix/",
"text": "REG improved time to productivity by 50% with Whatfix Learn more",
"html": "<a href=\"/resources/case-studies/renewable-energy-group-inc-reduces-time-to-jd-edwards-salesforce-proficiency-by-about-50-with-whatfix/\" class=\"story-container\" style=\"--hover-bg: #ffe9dc\"> <div class=\"img-wrap\"> <img src=\"//res.cloudinary.com/spiralyze/image/upload/v1750239972/whatfix/1004/reg-logo.svg\" alt=\"Reg\"> </div> <div class=\"copy-wrap\"> <p>REG <span>improved time to productivity by 50% with Whatfix</span></p> <p class=\"learn-more icon-link\">Learn more</p> </div> </a>"
},
{
"href": "/about-us/",
"text": "About Us",
"html": "<a href=\"/about-us/\" class=\"elementor-item\">About Us</a>"
},
{
"href": "/about-us/",
"text": "About Us",
"html": "<a href=\"/about-us/\" class=\"elementor-item\" tabindex=\"-1\">About Us</a>"
},
{
"href": "https://www.linkedin.com/company/whatfix/",
"text": "LinkedIn",
"html": "<a href=\"https://www.linkedin.com/company/whatfix/\" class=\"elementor-item\">LinkedIn</a>"
},
{
"href": "https://www.linkedin.com/company/whatfix/",
"text": "LinkedIn",
"html": "<a href=\"https://www.linkedin.com/company/whatfix/\" class=\"elementor-item\" tabindex=\"-1\">LinkedIn</a>"
},
{
"href": "https://whatfix.com/resources/case-studies/acorn-recruitment/",
"text": "Learn More about Whatfix Customers",
"html": "<a href=\"https://whatfix.com/resources/case-studies/acorn-recruitment/\" target=\"_blank\">Learn More <span class=\"sr-only\"> about Whatfix Customers</span></a>"
},
{
"href": "https://whatfix.com/resources/case-studies/experian-drives-salesforce-adoption-with-whatfix/",
"text": "Learn More about Whatfix Customers",
"html": "<a href=\"https://whatfix.com/resources/case-studies/experian-drives-salesforce-adoption-with-whatfix/\" target=\"_blank\">Learn More <span class=\"sr-only\"> about Whatfix Customers</span></a>"
},
{
"href": "https://whatfix.com/customers/",
"text": "Learn More about Whatfix Customers",
"html": "<a href=\"https://whatfix.com/customers/\" target=\"_blank\">Learn More <span class=\"sr-only\"> about Whatfix Customers</span></a>"
},
{
"href": "https://whatfix.com/resources/case-studies/old-mutual/",
"text": "Learn More about Whatfix Customers",
"html": "<a href=\"https://whatfix.com/resources/case-studies/old-mutual/\" target=\"_blank\">Learn More <span class=\"sr-only\"> about Whatfix Customers</span></a>"
},
{
"href": "https://whatfix.com/resources/case-studies/biomerieux/",
"text": "Learn More about Whatfix Customers",
"html": "<a href=\"https://whatfix.com/resources/case-studies/biomerieux/\" target=\"_blank\">Learn More <span class=\"sr-only\"> about Whatfix Customers</span></a>"
},
{
"href": "https://whatfix.com/resources/case-studies/windward-risk-managers/",
"text": "Learn More about Whatfix Customers",
"html": "<a href=\"https://whatfix.com/resources/case-studies/windward-risk-managers/\" target=\"_blank\">Learn More <span class=\"sr-only\"> about Whatfix Customers</span></a>"
},
{
"href": "https://whatfix.com/resources/case-studies/renewable-energy-group-inc-reduces-time-to-jd-edwards-salesforce-proficiency-by-about-50-with-whatfix/",
"text": "REG",
"html": "<a class=\"type--mini\" href=\"https://whatfix.com/resources/case-studies/renewable-energy-group-inc-reduces-time-to-jd-edwards-salesforce-proficiency-by-about-50-with-whatfix/\"> REG </a>"
},
{
"href": "/about-us/",
"text": "About Us",
"html": "<a class=\"type--mini\" href=\"/about-us/\"> About Us </a>"
},
{
"href": "https://linkedin.com/company/whatfix/",
"text": "LinkedIn",
"html": "<a class=\"type--mini\" href=\"https://linkedin.com/company/whatfix/\"> <div class=\"sr-only\">LinkedIn</div> <i class=\"fab fa-linkedin\"></i> </a>"
},
{
"href": "https://whatfix.com/resources/case-studies/renewable-energy-group-inc-reduces-time-to-jd-edwards-salesforce-proficiency-by-about-50-with-whatfix/",
"text": "REG",
"html": "<a class=\"type--mini\" href=\"https://whatfix.com/resources/case-studies/renewable-energy-group-inc-reduces-time-to-jd-edwards-salesforce-proficiency-by-about-50-with-whatfix/\"> REG </a>"
},
{
"href": "/about-us/",
"text": "About Us",
"html": "<a class=\"type--mini\" href=\"/about-us/\"> About Us </a>"
},
{
"href": "https://linkedin.com/company/whatfix/",
"text": "",
"html": "<a class=\"type--mini\" href=\"https://linkedin.com/company/whatfix/\"> <i class=\"fab fa-linkedin\"></i> </a>"
}
],
"contactLinks": [
{
"href": "/products/digital-adoption-platform/",
"text": "Digital Adoption Platform Accelerate workflows & unlock productivity with in‑app guidance and support.",
"html": "<a href=\"/products/digital-adoption-platform/\"> Digital Adoption Platform <p>Accelerate workflows & unlock productivity with in‑app guidance and support.</p> </a>"
},
{
"href": "/newsroom/press-releases/whatfix-enters-federal-sector-empowering-us-army-peo-enterprise/",
"text": "Recent Update Honored to support the U.S.Army’s Digital Transformation Learn more",
"html": "<a href=\"/newsroom/press-releases/whatfix-enters-federal-sector-empowering-us-army-peo-enterprise/\" class=\"right-content\" id=\"us-army\"> <img src=\"https://website.whatfix.com/wp-content/uploads/2026/04/nav-us-army-post-image.webp\" alt=\"U.S.Army’s Digital Transformation\"> <div class=\"right-copy-container\"> <div class=\"recent-tag\"> <p class=\"tag-text\">Recent Update</p> </div> <img class=\"logo-small\" src=\"https://website.whatfix.com/wp-content/uploads/2026/04/logo_small.svg\" alt=\"Whatfix L..."
},
{
"href": "/solutions/self-service-support/",
"text": "User Support",
"html": "<a href=\"/solutions/self-service-support/\" class=\"elementor-item\">User Support</a>"
},
{
"href": "/solutions/self-service-support/",
"text": "User Support",
"html": "<a href=\"/solutions/self-service-support/\" class=\"elementor-item\" tabindex=\"-1\">User Support</a>"
},
{
"href": "/resources/case-studies/windward-risk-managers/",
"text": "With Whatfix, Windward Risk Managers resolved 87% of agent support questions. Learn more",
"html": "<a href=\"/resources/case-studies/windward-risk-managers/\" class=\"featured-wrap\" id=\"sentry-click\"> <img src=\"https://website.whatfix.com/wp-content/uploads/2026/04/logo_2.webp\" alt=\"Winward\"> <p>With Whatfix, Windward Risk Managers <span> resolved 87%</span> of agent support questions.</p> <p class=\"learn-more icon-link\">Learn more</p> </a>"
},
{
"href": "https://whatfix.com/support/faq/",
"text": "FAQs",
"html": "<a href=\"https://whatfix.com/support/faq/\" class=\"elementor-item\">FAQs</a>"
},
{
"href": "https://support.whatfix.com/",
"text": "Support Community",
"html": "<a href=\"https://support.whatfix.com/\" class=\"elementor-item\">Support Community</a>"
},
{
"href": "https://whatfix.com/support/faq/",
"text": "FAQs",
"html": "<a href=\"https://whatfix.com/support/faq/\" class=\"elementor-item\" tabindex=\"-1\">FAQs</a>"
},
{
"href": "https://support.whatfix.com/",
"text": "Support Community",
"html": "<a href=\"https://support.whatfix.com/\" class=\"elementor-item\" tabindex=\"-1\">Support Community</a>"
},
{
"href": "https://whatfix.com/solutions/self-service-support/",
"text": "Whatfix for User Support",
"html": "<a href=\"https://whatfix.com/solutions/self-service-support/\" class=\"explore-more explore-more-web\">Whatfix for User Support<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\"></a>"
},
{
"href": "https://whatfix.com/solutions/self-service-support/",
"text": "Whatfix for User Support",
"html": "<a href=\"https://whatfix.com/solutions/self-service-support/\" class=\"explore-more\">Whatfix for User Support<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\"></a>"
},
{
"href": "/solutions/digital-banking/",
"text": "50% Reduction in user support tickets on this online banking portal Banking Modernize banking systems, enhance online experiences, and reduce friction. 50% Reduction in user support tickets on this online banking portal",
"html": "<a href=\"/solutions/digital-banking/\" style=\"text-decoration: none; color: inherit; display: block\"> <div class=\"industry-card\"> <img src=\"https://website.whatfix.com/wp-content/uploads/2025/09/banking.png\" class=\"card-img-top\" alt=\"Banking\"> <div class=\"industry-card-body\"> <div class=\"industry-card-body-details\"> <div> 50% Reduction in user support tickets on this online banking portal </div> <img class=\"industry-card-body-details-img\" src=\"https://website.whatfix.com/wp-content/uploads/202..."
},
{
"href": "/solutions/financial-services/",
"text": "88% of financial advisor support queries resolved with in-app help, eliminating a third of all support tickets. Financial Services Accelerate financial platform adoption, reduce risk, adapt to changes. 88% of financial advisor support queries resolved with in-app help, eliminating a third of all support tickets.",
"html": "<a href=\"/solutions/financial-services/\" style=\"text-decoration: none; color: inherit; display: block\"> <div class=\"industry-card\"> <img src=\"https://website.whatfix.com/wp-content/uploads/2025/09/financial-services.png\" class=\"card-img-top\" alt=\"Financial Services\"> <div class=\"industry-card-body\"> <div class=\"industry-card-body-details\"> <div> 88% of financial advisor support queries resolved with in-app help, eliminating a third of all support tickets. </div> <img class=\"industry-card-body..."
},
{
"href": "/solutions/pharma-and-lifesciences/",
"text": "350 Support issues eliminated with in-app help, saving 1,300 hours in contract reworking. Life Sciences & Pharma Accelerate time-to-market, simplify GxP compliance, and unlock user productivity. 350 Support issues eliminated with in-app help, saving 1,300 hours across contract reworking.",
"html": "<a href=\"/solutions/pharma-and-lifesciences/\" style=\"text-decoration: none; color: inherit; display: block\"> <div class=\"industry-card\"> <img src=\"https://website.whatfix.com/wp-content/uploads/2025/09/life-sciences.png\" class=\"card-img-top\" alt=\"Life Sciences & Pharma\"> <div class=\"industry-card-body\"> <div class=\"industry-card-body-details\"> <div> 350 Support issues eliminated with in-app help, saving 1,300 hours in contract reworking. </div> <img class=\"industry-card-body-details-img\"..."
},
{
"href": "/solutions/digital-banking/",
"text": "50% Reduction in user support tickets on this online banking portal Banking Modernize banking systems, enhance online experiences, and reduce friction. 50% Reduction in user support tickets on this online banking portal",
"html": "<a href=\"/solutions/digital-banking/\" style=\"text-decoration: none; color: inherit; display: block\"> <div class=\"industry-card\"> <img src=\"https://website.whatfix.com/wp-content/uploads/2025/09/banking.png\" class=\"card-img-top\" alt=\"Banking\"> <div class=\"industry-card-body\"> <div class=\"industry-card-body-details\"> <div> 50% Reduction in user support tickets on this online banking portal </div> <img class=\"industry-card-body-details-img\" src=\"https://website.whatfix.com/wp-content/uploads/202..."
},
{
"href": "/solutions/financial-services/",
"text": "88% of financial advisor support queries resolved with in-app help, eliminating a third of all support tickets. Financial Services Accelerate financial platform adoption, reduce risk, adapt to changes. 88% of financial advisor support queries resolved with in-app help, eliminating a third of all support tickets.",
"html": "<a href=\"/solutions/financial-services/\" style=\"text-decoration: none; color: inherit; display: block\"> <div class=\"industry-card\"> <img src=\"https://website.whatfix.com/wp-content/uploads/2025/09/financial-services.png\" class=\"card-img-top\" alt=\"Financial Services\"> <div class=\"industry-card-body\"> <div class=\"industry-card-body-details\"> <div> 88% of financial advisor support queries resolved with in-app help, eliminating a third of all support tickets. </div> <img class=\"industry-card-body..."
},
{
"href": "/solutions/pharma-and-lifesciences/",
"text": "350 Support issues eliminated with in-app help, saving 1,300 hours across contract reworking. Life Sciences & Pharma Accelerate time-to-market, simplify GxP compliance, and unlock user productivity. 350 Support issues eliminated with in-app help, saving 1,300 hours across contract reworking.",
"html": "<a href=\"/solutions/pharma-and-lifesciences/\" style=\"text-decoration: none; color: inherit; display: block\"> <div class=\"industry-card\"> <img src=\"https://website.whatfix.com/wp-content/uploads/2025/09/life-sciences.png\" class=\"card-img-top\" alt=\"Life Sciences & Pharma\"> <div class=\"industry-card-body\"> <div class=\"industry-card-body-details\"> <div> 350 Support issues eliminated with in-app help, saving 1,300 hours across contract reworking. </div> <img style=\"width: 40px !important; heig..."
},
{
"href": "/solutions/self-service-support/",
"text": "User Support",
"html": "<a class=\"type--mini\" href=\"/solutions/self-service-support/\"> User Support </a>"
},
{
"href": "/support/faq/",
"text": "FAQs",
"html": "<a class=\"type--mini\" href=\"/support/faq/\"> FAQs </a>"
},
{
"href": "https://support.whatfix.com/",
"text": "Support Center",
"html": "<a class=\"type--mini\" href=\"https://support.whatfix.com/\"> Support Center </a>"
},
{
"href": "/solutions/self-service-support/",
"text": "User Support",
"html": "<a class=\"type--mini\" href=\"/solutions/self-service-support/\"> User Support </a>"
},
{
"href": "/support/faq/",
"text": "FAQs",
"html": "<a class=\"type--mini\" href=\"/support/faq/\"> FAQs </a>"
},
{
"href": "https://support.whatfix.com/",
"text": "Support Center",
"html": "<a class=\"type--mini\" href=\"https://support.whatfix.com/\"> Support Center </a>"
},
{
"href": "tel:+1(800) 459-7098",
"text": "Support: +1(800) 459-7098",
"html": "<a class=\"link\" href=\"tel:+1(800) 459-7098\"> Support: +1(800) 459-7098 </a>"
}
],
"privacyLinks": [
{
"href": "/privacy-policy/",
"text": "Privacy Policy",
"html": "<a class=\"link\" href=\"/privacy-policy/\"> Privacy Policy </a>"
},
{
"href": "/terms-of-service/",
"text": "Terms of Service",
"html": "<a class=\"link\" href=\"/terms-of-service/\"> Terms of Service </a>"
}
],
"score": 60,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 81/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 81/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: powered, digital, platform, clicks, faster.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Entity clarity
Score
81/100
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 81/100 and needs improvement.
Evidence
{
"title": "Whatfix | AI-Powered Digital Adoption Platform",
"h1": "Software Clicks faster with Whatfix",
"description": "Guide users in-app with Whatfix. Provide simulation training, track adoption, and drive outcomes across enterprise software investments.",
"topicOverlap": 0.375,
"topicTerms": [
"whatfix",
"powered",
"digital",
"adoption",
"platform",
"software",
"clicks",
"faster"
],
"descriptionTerms": [
"guide",
"users",
"app",
"whatfix",
"provide",
"simulation",
"training",
"track",
"adoption",
"drive",
"outcomes",
"across",
"enterprise",
"software",
"investments"
],
"missingFromDescription": [
"powered",
"digital",
"platform",
"clicks",
"faster"
],
"score": 81,
"weight": 28
}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.
Needs attention
AEO: Answer-first sections
Issue
29 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer-first sections
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer-first sections scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 30,
"passing": 1,
"failing": [
{
"heading": "Digital Adoption Platform Accelerate workflows & unlock productivity with in‑app guidance and support.",
"headingHtml": "<h3 class=\"elementor-icon-box-title\"> <a href=\"/products/digital-adoption-platform/\"> Digital Adoption Platform <p>Accelerate workflows & unlock productivity with in‑app guidance and support.</p> </a> </h3>",
"firstParagraph": "Accelerate workflows & unlock productivity with in‑app guidance and support.",
"paragraphHtml": "<p>Accelerate workflows & unlock productivity with in‑app guidance and support.</p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "Product Analytics Track usage, analyze behavior, identify friction, and optimize workflows",
"headingHtml": "<h3 class=\"elementor-icon-box-title\"> <a href=\"/products/product-analytics/\"> Product Analytics <p>Track usage, analyze behavior, identify friction, and optimize workflows</p> </a> </h3>",
"firstParagraph": "Track usage, analyze behavior, identify friction, and optimize workflows",
"paragraphHtml": "<p>Track usage, analyze behavior, identify friction, and optimize workflows</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Mirror Replicate apps for hands-on user training and conduct AI-powered roleplaying.",
"headingHtml": "<h3 class=\"elementor-icon-box-title\"> <a href=\"/products/mirror/\"> Mirror <p>Replicate apps for hands-on user training and conduct AI-powered roleplaying.</p> </a> </h3>",
"firstParagraph": "Replicate apps for hands-on user training and conduct AI-powered roleplaying.",
"paragraphHtml": "<p>Replicate apps for hands-on user training and conduct AI-powered roleplaying.</p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "Use Cases",
"headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"/solutions/#usecase\">Use Cases</a></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Industries",
"headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"/solutions/#industry\">Industries</a></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "App Category",
"headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"/solutions/#applicationtype\">App Category</a></h2>",
"firstParagraph": "Featured",
"paragraphHtml": "<p class=\"main-text\">Featured</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Learn",
"headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">Learn</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Company",
"headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">Company</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Social",
"headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">Social</h2>",
"firstParagraph": "Featured",
"paragraphHtml": "<p class=\"main-text\">Featured</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Software Clicks with Whatfix",
"headingHtml": "<h3 class=\"type--h-3\"><span style=\"color: #f55800\">Software</span> Clicks <br>with Whatfix</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Clicks with Whatfix",
"headingHtml": "<h3 class=\"type--h-3\"><span style=\"color: #f55800\">AI</span> Clicks <br>with Whatfix</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Marketplace Clicks with Whatfix",
"headingHtml": "<h3 class=\"type--h-3\"><span style=\"color: #f55800\">Marketplace</span> Clicks <br>with Whatfix</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "ERP Clicks with Whatfix",
"headingHtml": "<h3 class=\"type--h-3\"><span style=\"color: #f55800\">ERP</span> Clicks <br>with Whatfix</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Clicks with Whatfix",
"headingHtml": "<h3 class=\"type--h-3\"><span style=\"color: #f55800\">AI</span> Clicks <br>with Whatfix</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "CRM Clicks with Whatfix",
"headingHtml": "<h3 class=\"type--h-3\"><span style=\"color: #f55800\">CRM</span> Clicks <br>with Whatfix</h3>",
"firstParagraph": "AI-powered guidance, simulations, and usage intelligence to drive adoption, reduce risk, and maximize ROI across enterprise applications.",
"paragraphHtml": "<p class=\"mt-4 mb-4\">AI-powered guidance, simulations, and usage intelligence to drive adoption, reduce risk, and maximize ROI across enterprise applications.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Control how enterprise software is used at scale",
"headingHtml": "<h3 class=\"type--h-4 text-center module-3-header\" style=\"text-align: center;\">Control how enterprise software is used at scale</h3>",
"firstParagraph": "User Onboarding",
"paragraphHtml": "<p>User Onboarding</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Get users productive faster across complex enterprise applications",
"headingHtml": "<h3 class=\"features-content-item-title type--h-6\"> Get users productive faster across complex enterprise applications </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Execute application change with speed, clarity, and confidence",
"headingHtml": "<h3 class=\"features-content-item-title type--h-6\"> Execute application change with speed, clarity, and confidence </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Turn underused features into realized business value",
"headingHtml": "<h3 class=\"features-content-item-title type--h-6\"> Turn underused features into realized business value </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Reduce support costs while empowering users to self-serve",
"headingHtml": "<h3 class=\"features-content-item-title type--h-6\"> Reduce support costs while empowering users to self-serve </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Continuously optimize workflows with real usage data",
"headingHtml": "<h3 class=\"features-content-item-title type--h-6\"> Continuously optimize workflows with real usage data </h3>",
"firstParagraph": "User Onboarding",
"paragraphHtml": "<p class=\"mobile-accordion-title\">User Onboarding</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "See how Whatfix accelerates workflows and unlocks user productivity across industries.",
"headingHtml": "<h3 class=\"type--h-4 text-center module-3-header\" style=\"text-align: center;\">See how Whatfix accelerates workflows and unlocks user productivity across industries.</h3>",
"firstParagraph": "Modernize banking systems, enhance online experiences, and reduce friction.",
"paragraphHtml": "<p class=\"industry-card-text\"> Modernize banking systems, enhance online experiences, and reduce friction. </p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Whatfix Product Suite",
"headingHtml": "<h2 class=\"h3-2-25\" style=\"text-align: center;margin-bottom:1em\">Whatfix Product Suite</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Whatfix Digital Adoption Platform",
"headingHtml": "<h3>Whatfix Digital Adoption Platform</h3>",
"firstParagraph": "Enable users with AI-powered in-app guidance, proactive user support, and on-demand assistance across web, desktop, and mobile applications. Explore Whatfix DAP",
"paragraphHtml": "<p>Enable users with AI-powered in-app guidance, proactive user support, and on-demand assistance across web, desktop, and mobile applications.<br> <a class=\"mt-3\" style=\"display: block; padding-right: 20px;\" href=\"/products/digital-adoption-platform/\" target=\"_blank\" rel=\"noopener\">Explore Whatfix DAP</a></p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Whatfix Product Analytics",
"headingHtml": "<h3>Whatfix Product Analytics</h3>",
"firstParagraph": "Unleash the full potential of your applications by analyzing engagement and making data-driven decisions that drive user adoption and product growth with our AI-powered insights. Explore Whatfix Product Analytics",
"paragraphHtml": "<p>Unleash the full potential of your applications by analyzing engagement and making data-driven decisions that drive user adoption and product growth with our AI-powered insights.<br> <a class=\"mt-3\" style=\"display: block;\" href=\"/products/product-analytics/\" target=\"_blank\" rel=\"noopener\">Explore Whatfix Product Analytics</a></p>",
"words": 29,
"direct": false,
"issue": "First paragraph is 29 words and does not look like a concise direct answer."
},
{
"heading": "Whatfix Mirror",
"headingHtml": "<h3>Whatfix Mirror</h3>",
"firstParagraph": "Create interactive sandbox replicas of web applications to enable users with hands-on IT training without risking live software usage. Explore Whatfix Mirror",
"paragraphHtml": "<p>Create interactive sandbox replicas of web applications to enable users with hands-on IT training without risking live software usage.<br> <a class=\"mt-3\" style=\"display: block;\" href=\"/products/mirror/\" target=\"_blank\" rel=\"noopener\">Explore Whatfix Mirror</a></p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Trusted by Enterprises. Loved by Users.",
"headingHtml": "<h3 class=\"type--h-3 text-center\" style=\"margin-bottom:var(--spacer-8)\"> Trusted by Enterprises. Loved by Users. </h3>",
"firstParagraph": "Leader & Customers’ Choice",
"paragraphHtml": "<p> Leader & Customers’ Choice </p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "See why customers love Whatfix",
"headingHtml": "<h3 class=\"type--h-4 text-center\" style=\"margin-bottom:var(--spacer-8)\"><p>See why customers love Whatfix</p> </h3>",
"firstParagraph": "See why customers love Whatfix",
"paragraphHtml": "<p>See why customers love Whatfix</p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "Software Clicks Better With Whatfix",
"headingHtml": "<h2 class=\"type--h-3 mb-3\" style=\"font-family: 'Aeonik-Medium';\">Software Clicks Better With Whatfix</h2>",
"firstParagraph": "See why Fortune 1000 enterprises and growth companies choose Whatfix as their digital adoption and user experience partner.",
"paragraphHtml": "<p class=\"type mb-4\">See why Fortune 1000 enterprises and growth companies choose Whatfix as their digital adoption and user experience partner.</p>",
"words": 18,
"direct": false,
"issue": "First paragraph is 18 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
Needs attention
GEO: Explanatory content depth
Issue
2 explanatory paragraph(s) could be stronger for citation or AI extraction.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Explanatory content depth
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Explanatory content depth scored 75/100 and needs improvement.
Evidence
{
"candidatePassages": 2,
"citablePassages": 0,
"failingCandidateParagraphs": [
{
"index": 94,
"heading": "H3: See why customers love Whatfix",
"text": "“The problem with any system training is that it’s really hard to tailor training based on user roles. Training needs to be flexible. With Whatfix, you can instantly access information, rather than wait until a subject matter expert is available.”",
"words": 41,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (41 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p>“The problem with any system training is that it’s really hard to tailor training based on user roles. Training needs to be flexible. With Whatfix, you can instantly access information, rather than wait until a subject matter expert is available.”</p>"
},
{
"index": 110,
"heading": "H4: Hein Pieters",
"text": "“With Whatfix, we’ve completely shifted how onboarding and training works. We now have basic and domain-specific curriculum, Flows tailored to user roles, and embedded support that our teams genuinely appreciate. They often ask, ‘why don’t we have this on all of our digital tools?’”",
"words": 46,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (46 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p>“With Whatfix, we’ve completely shifted how onboarding and training works. We now have basic and domain-specific curriculum, Flows tailored to user roles, and embedded support that our teams genuinely appreciate. They often ask, ‘why don’t we have this on all of our digital tools?’”</p>"
}
],
"citableParagraphs": [],
"score": 75,
"weight": 18
}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.
Needs attention
AEO: Question-led structure
Issue
29 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Question-led structure
Score
50/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Question-led structure scored 50/100 and needs improvement.
Evidence
{
"h2Count": 8,
"questionH2s": [],
"hasFaq": true,
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 60/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 60/100 and needs improvement.
Needs attention
AEO: Answer evidence and trust
Issue
Missing AIO trust signals: author, publisher.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer evidence and trust
Score
60/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer evidence and trust scored 60/100 and needs improvement.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": true,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [
"2023-05-31T10:20:36+00:00",
"2026-03-26T19:55:24+00:00"
],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://whatfix.com/customers/",
"text": "Check out what our customers say about Whatfix",
"html": "<a href=\"https://whatfix.com/customers/\" class=\"elementor-item\">Check out what our
customers say about Whatfix<span class=\"txt\"></span></a>"
},
{
"href": "https://whatfix.com/customers/",
"text": "Check out what our customers say about Whatfix",
"html": "<a href=\"https://whatfix.com/customers/\" class=\"elementor-item\" tabindex=\"-1\">Check out what our
customers say about Whatfix<span class=\"txt\"></span></a>"
},
{
"href": "/resources/case-studies/renewable-energy-group-inc-reduces-time-to-jd-edwards-salesforce-proficiency-by-about-50-with-whatfix/",
"text": "REG improved time to productivity by 50% with Whatfix Learn more",
"html": "<a href=\"/resources/case-studies/renewable-energy-group-inc-reduces-time-to-jd-edwards-salesforce-proficiency-by-about-50-with-whatfix/\" class=\"story-container\" style=\"--hover-bg: #ffe9dc\"> <div class=\"img-wrap\"> <img src=\"//res.cloudinary.com/spiralyze/image/upload/v1750239972/whatfix/1004/reg-logo.svg\" alt=\"Reg\"> </div> <div class=\"copy-wrap\"> <p>REG <span>improved time to productivity by 50% with Whatfix</span></p> <p class=\"learn-more icon-link\">Learn more</p> </div> </a>"
},
{
"href": "/about-us/",
"text": "About Us",
"html": "<a href=\"/about-us/\" class=\"elementor-item\">About Us</a>"
},
{
"href": "/about-us/",
"text": "About Us",
"html": "<a href=\"/about-us/\" class=\"elementor-item\" tabindex=\"-1\">About Us</a>"
},
{
"href": "https://www.linkedin.com/company/whatfix/",
"text": "LinkedIn",
"html": "<a href=\"https://www.linkedin.com/company/whatfix/\" class=\"elementor-item\">LinkedIn</a>"
},
{
"href": "https://www.linkedin.com/company/whatfix/",
"text": "LinkedIn",
"html": "<a href=\"https://www.linkedin.com/company/whatfix/\" class=\"elementor-item\" tabindex=\"-1\">LinkedIn</a>"
},
{
"href": "https://whatfix.com/resources/case-studies/acorn-recruitment/",
"text": "Learn More about Whatfix Customers",
"html": "<a href=\"https://whatfix.com/resources/case-studies/acorn-recruitment/\" target=\"_blank\">Learn More <span class=\"sr-only\"> about Whatfix Customers</span></a>"
},
{
"href": "https://whatfix.com/resources/case-studies/experian-drives-salesforce-adoption-with-whatfix/",
"text": "Learn More about Whatfix Customers",
"html": "<a href=\"https://whatfix.com/resources/case-studies/experian-drives-salesforce-adoption-with-whatfix/\" target=\"_blank\">Learn More <span class=\"sr-only\"> about Whatfix Customers</span></a>"
},
{
"href": "https://whatfix.com/customers/",
"text": "Learn More about Whatfix Customers",
"html": "<a href=\"https://whatfix.com/customers/\" target=\"_blank\">Learn More <span class=\"sr-only\"> about Whatfix Customers</span></a>"
},
{
"href": "https://whatfix.com/resources/case-studies/old-mutual/",
"text": "Learn More about Whatfix Customers",
"html": "<a href=\"https://whatfix.com/resources/case-studies/old-mutual/\" target=\"_blank\">Learn More <span class=\"sr-only\"> about Whatfix Customers</span></a>"
},
{
"href": "https://whatfix.com/resources/case-studies/biomerieux/",
"text": "Learn More about Whatfix Customers",
"html": "<a href=\"https://whatfix.com/resources/case-studies/biomerieux/\" target=\"_blank\">Learn More <span class=\"sr-only\"> about Whatfix Customers</span></a>"
},
{
"href": "https://whatfix.com/resources/case-studies/windward-risk-managers/",
"text": "Learn More about Whatfix Customers",
"html": "<a href=\"https://whatfix.com/resources/case-studies/windward-risk-managers/\" target=\"_blank\">Learn More <span class=\"sr-only\"> about Whatfix Customers</span></a>"
},
{
"href": "https://whatfix.com/resources/case-studies/renewable-energy-group-inc-reduces-time-to-jd-edwards-salesforce-proficiency-by-about-50-with-whatfix/",
"text": "REG",
"html": "<a class=\"type--mini\" href=\"https://whatfix.com/resources/case-studies/renewable-energy-group-inc-reduces-time-to-jd-edwards-salesforce-proficiency-by-about-50-with-whatfix/\"> REG </a>"
},
{
"href": "/about-us/",
"text": "About Us",
"html": "<a class=\"type--mini\" href=\"/about-us/\"> About Us </a>"
},
{
"href": "https://linkedin.com/company/whatfix/",
"text": "LinkedIn",
"html": "<a class=\"type--mini\" href=\"https://linkedin.com/company/whatfix/\"> <div class=\"sr-only\">LinkedIn</div> <i class=\"fab fa-linkedin\"></i> </a>"
},
{
"href": "https://whatfix.com/resources/case-studies/renewable-energy-group-inc-reduces-time-to-jd-edwards-salesforce-proficiency-by-about-50-with-whatfix/",
"text": "REG",
"html": "<a class=\"type--mini\" href=\"https://whatfix.com/resources/case-studies/renewable-energy-group-inc-reduces-time-to-jd-edwards-salesforce-proficiency-by-about-50-with-whatfix/\"> REG </a>"
},
{
"href": "/about-us/",
"text": "About Us",
"html": "<a class=\"type--mini\" href=\"/about-us/\"> About Us </a>"
},
{
"href": "https://linkedin.com/company/whatfix/",
"text": "",
"html": "<a class=\"type--mini\" href=\"https://linkedin.com/company/whatfix/\"> <i class=\"fab fa-linkedin\"></i> </a>"
}
],
"contactLinks": [
{
"href": "/products/digital-adoption-platform/",
"text": "Digital Adoption Platform Accelerate workflows & unlock productivity with in‑app guidance and support.",
"html": "<a href=\"/products/digital-adoption-platform/\"> Digital Adoption Platform <p>Accelerate workflows & unlock productivity with in‑app guidance and support.</p> </a>"
},
{
"href": "/newsroom/press-releases/whatfix-enters-federal-sector-empowering-us-army-peo-enterprise/",
"text": "Recent Update Honored to support the U.S.Army’s Digital Transformation Learn more",
"html": "<a href=\"/newsroom/press-releases/whatfix-enters-federal-sector-empowering-us-army-peo-enterprise/\" class=\"right-content\" id=\"us-army\"> <img src=\"https://website.whatfix.com/wp-content/uploads/2026/04/nav-us-army-post-image.webp\" alt=\"U.S.Army’s Digital Transformation\"> <div class=\"right-copy-container\"> <div class=\"recent-tag\"> <p class=\"tag-text\">Recent Update</p> </div> <img class=\"logo-small\" src=\"https://website.whatfix.com/wp-content/uploads/2026/04/logo_small.svg\" alt=\"Whatfix L..."
},
{
"href": "/solutions/self-service-support/",
"text": "User Support",
"html": "<a href=\"/solutions/self-service-support/\" class=\"elementor-item\">User Support</a>"
},
{
"href": "/solutions/self-service-support/",
"text": "User Support",
"html": "<a href=\"/solutions/self-service-support/\" class=\"elementor-item\" tabindex=\"-1\">User Support</a>"
},
{
"href": "/resources/case-studies/windward-risk-managers/",
"text": "With Whatfix, Windward Risk Managers resolved 87% of agent support questions. Learn more",
"html": "<a href=\"/resources/case-studies/windward-risk-managers/\" class=\"featured-wrap\" id=\"sentry-click\"> <img src=\"https://website.whatfix.com/wp-content/uploads/2026/04/logo_2.webp\" alt=\"Winward\"> <p>With Whatfix, Windward Risk Managers <span> resolved 87%</span> of agent support questions.</p> <p class=\"learn-more icon-link\">Learn more</p> </a>"
},
{
"href": "https://whatfix.com/support/faq/",
"text": "FAQs",
"html": "<a href=\"https://whatfix.com/support/faq/\" class=\"elementor-item\">FAQs</a>"
},
{
"href": "https://support.whatfix.com/",
"text": "Support Community",
"html": "<a href=\"https://support.whatfix.com/\" class=\"elementor-item\">Support Community</a>"
},
{
"href": "https://whatfix.com/support/faq/",
"text": "FAQs",
"html": "<a href=\"https://whatfix.com/support/faq/\" class=\"elementor-item\" tabindex=\"-1\">FAQs</a>"
},
{
"href": "https://support.whatfix.com/",
"text": "Support Community",
"html": "<a href=\"https://support.whatfix.com/\" class=\"elementor-item\" tabindex=\"-1\">Support Community</a>"
},
{
"href": "https://whatfix.com/solutions/self-service-support/",
"text": "Whatfix for User Support",
"html": "<a href=\"https://whatfix.com/solutions/self-service-support/\" class=\"explore-more explore-more-web\">Whatfix for User Support<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\"></a>"
},
{
"href": "https://whatfix.com/solutions/self-service-support/",
"text": "Whatfix for User Support",
"html": "<a href=\"https://whatfix.com/solutions/self-service-support/\" class=\"explore-more\">Whatfix for User Support<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\"></a>"
},
{
"href": "/solutions/digital-banking/",
"text": "50% Reduction in user support tickets on this online banking portal Banking Modernize banking systems, enhance online experiences, and reduce friction. 50% Reduction in user support tickets on this online banking portal",
"html": "<a href=\"/solutions/digital-banking/\" style=\"text-decoration: none; color: inherit; display: block\"> <div class=\"industry-card\"> <img src=\"https://website.whatfix.com/wp-content/uploads/2025/09/banking.png\" class=\"card-img-top\" alt=\"Banking\"> <div class=\"industry-card-body\"> <div class=\"industry-card-body-details\"> <div> 50% Reduction in user support tickets on this online banking portal </div> <img class=\"industry-card-body-details-img\" src=\"https://website.whatfix.com/wp-content/uploads/202..."
},
{
"href": "/solutions/financial-services/",
"text": "88% of financial advisor support queries resolved with in-app help, eliminating a third of all support tickets. Financial Services Accelerate financial platform adoption, reduce risk, adapt to changes. 88% of financial advisor support queries resolved with in-app help, eliminating a third of all support tickets.",
"html": "<a href=\"/solutions/financial-services/\" style=\"text-decoration: none; color: inherit; display: block\"> <div class=\"industry-card\"> <img src=\"https://website.whatfix.com/wp-content/uploads/2025/09/financial-services.png\" class=\"card-img-top\" alt=\"Financial Services\"> <div class=\"industry-card-body\"> <div class=\"industry-card-body-details\"> <div> 88% of financial advisor support queries resolved with in-app help, eliminating a third of all support tickets. </div> <img class=\"industry-card-body..."
},
{
"href": "/solutions/pharma-and-lifesciences/",
"text": "350 Support issues eliminated with in-app help, saving 1,300 hours in contract reworking. Life Sciences & Pharma Accelerate time-to-market, simplify GxP compliance, and unlock user productivity. 350 Support issues eliminated with in-app help, saving 1,300 hours across contract reworking.",
"html": "<a href=\"/solutions/pharma-and-lifesciences/\" style=\"text-decoration: none; color: inherit; display: block\"> <div class=\"industry-card\"> <img src=\"https://website.whatfix.com/wp-content/uploads/2025/09/life-sciences.png\" class=\"card-img-top\" alt=\"Life Sciences & Pharma\"> <div class=\"industry-card-body\"> <div class=\"industry-card-body-details\"> <div> 350 Support issues eliminated with in-app help, saving 1,300 hours in contract reworking. </div> <img class=\"industry-card-body-details-img\"..."
},
{
"href": "/solutions/digital-banking/",
"text": "50% Reduction in user support tickets on this online banking portal Banking Modernize banking systems, enhance online experiences, and reduce friction. 50% Reduction in user support tickets on this online banking portal",
"html": "<a href=\"/solutions/digital-banking/\" style=\"text-decoration: none; color: inherit; display: block\"> <div class=\"industry-card\"> <img src=\"https://website.whatfix.com/wp-content/uploads/2025/09/banking.png\" class=\"card-img-top\" alt=\"Banking\"> <div class=\"industry-card-body\"> <div class=\"industry-card-body-details\"> <div> 50% Reduction in user support tickets on this online banking portal </div> <img class=\"industry-card-body-details-img\" src=\"https://website.whatfix.com/wp-content/uploads/202..."
},
{
"href": "/solutions/financial-services/",
"text": "88% of financial advisor support queries resolved with in-app help, eliminating a third of all support tickets. Financial Services Accelerate financial platform adoption, reduce risk, adapt to changes. 88% of financial advisor support queries resolved with in-app help, eliminating a third of all support tickets.",
"html": "<a href=\"/solutions/financial-services/\" style=\"text-decoration: none; color: inherit; display: block\"> <div class=\"industry-card\"> <img src=\"https://website.whatfix.com/wp-content/uploads/2025/09/financial-services.png\" class=\"card-img-top\" alt=\"Financial Services\"> <div class=\"industry-card-body\"> <div class=\"industry-card-body-details\"> <div> 88% of financial advisor support queries resolved with in-app help, eliminating a third of all support tickets. </div> <img class=\"industry-card-body..."
},
{
"href": "/solutions/pharma-and-lifesciences/",
"text": "350 Support issues eliminated with in-app help, saving 1,300 hours across contract reworking. Life Sciences & Pharma Accelerate time-to-market, simplify GxP compliance, and unlock user productivity. 350 Support issues eliminated with in-app help, saving 1,300 hours across contract reworking.",
"html": "<a href=\"/solutions/pharma-and-lifesciences/\" style=\"text-decoration: none; color: inherit; display: block\"> <div class=\"industry-card\"> <img src=\"https://website.whatfix.com/wp-content/uploads/2025/09/life-sciences.png\" class=\"card-img-top\" alt=\"Life Sciences & Pharma\"> <div class=\"industry-card-body\"> <div class=\"industry-card-body-details\"> <div> 350 Support issues eliminated with in-app help, saving 1,300 hours across contract reworking. </div> <img style=\"width: 40px !important; heig..."
},
{
"href": "/solutions/self-service-support/",
"text": "User Support",
"html": "<a class=\"type--mini\" href=\"/solutions/self-service-support/\"> User Support </a>"
},
{
"href": "/support/faq/",
"text": "FAQs",
"html": "<a class=\"type--mini\" href=\"/support/faq/\"> FAQs </a>"
},
{
"href": "https://support.whatfix.com/",
"text": "Support Center",
"html": "<a class=\"type--mini\" href=\"https://support.whatfix.com/\"> Support Center </a>"
},
{
"href": "/solutions/self-service-support/",
"text": "User Support",
"html": "<a class=\"type--mini\" href=\"/solutions/self-service-support/\"> User Support </a>"
},
{
"href": "/support/faq/",
"text": "FAQs",
"html": "<a class=\"type--mini\" href=\"/support/faq/\"> FAQs </a>"
},
{
"href": "https://support.whatfix.com/",
"text": "Support Center",
"html": "<a class=\"type--mini\" href=\"https://support.whatfix.com/\"> Support Center </a>"
},
{
"href": "tel:+1(800) 459-7098",
"text": "Support: +1(800) 459-7098",
"html": "<a class=\"link\" href=\"tel:+1(800) 459-7098\"> Support: +1(800) 459-7098 </a>"
}
],
"privacyLinks": [
{
"href": "/privacy-policy/",
"text": "Privacy Policy",
"html": "<a class=\"link\" href=\"/privacy-policy/\"> Privacy Policy </a>"
},
{
"href": "/terms-of-service/",
"text": "Terms of Service",
"html": "<a class=\"link\" href=\"/terms-of-service/\"> Terms of Service </a>"
}
],
"score": 60,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 80/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 80/100 and needs improvement.
Needs attention
AIO: Visible structured data match
Issue
2 structured-data value(s) were not found in visible page text.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Visible structured data match
Score
80/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Visible structured data match scored 80/100 and needs improvement.
Evidence
{
"schemaCount": 5,
"checkedFields": [
{
"path": "$[0].@graph[0].name",
"value": "Whatfix | AI-Powered Digital Adoption Platform"
},
{
"path": "$[0].@graph[0].description",
"value": "Guide users in-app with Whatfix. Provide simulation training, track adoption, and drive outcomes across enterprise software investments."
},
{
"path": "$[0].@graph[1].itemListElement[0].name",
"value": "Home"
},
{
"path": "$[0].@graph[2].name",
"value": "Whatfix"
},
{
"path": "$[0].@graph[3].name",
"value": "Whatfix"
},
{
"path": "$[1].name",
"value": "Whatfix | AI-Powered Digital Adoption Platform"
},
{
"path": "$[1].description",
"value": "Guide users in-app with Whatfix. Provide simulation training, track adoption, and drive outcomes across enterprise software investments."
},
{
"path": "$[2].itemListElement[0].name",
"value": "Home"
},
{
"path": "$[3].name",
"value": "Whatfix"
},
{
"path": "$[4].name",
"value": "Whatfix"
}
],
"mismatches": [
{
"path": "$[0].@graph[1].itemListElement[0].name",
"value": "Home"
},
{
"path": "$[2].itemListElement[0].name",
"value": "Home"
}
],
"score": 80,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
Needs attention
AIO: Answer block readiness
Issue
29 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Answer block readiness
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Answer block readiness scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 30,
"passing": 1,
"failing": [
{
"heading": "Digital Adoption Platform Accelerate workflows & unlock productivity with in‑app guidance and support.",
"headingHtml": "<h3 class=\"elementor-icon-box-title\"> <a href=\"/products/digital-adoption-platform/\"> Digital Adoption Platform <p>Accelerate workflows & unlock productivity with in‑app guidance and support.</p> </a> </h3>",
"firstParagraph": "Accelerate workflows & unlock productivity with in‑app guidance and support.",
"paragraphHtml": "<p>Accelerate workflows & unlock productivity with in‑app guidance and support.</p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "Product Analytics Track usage, analyze behavior, identify friction, and optimize workflows",
"headingHtml": "<h3 class=\"elementor-icon-box-title\"> <a href=\"/products/product-analytics/\"> Product Analytics <p>Track usage, analyze behavior, identify friction, and optimize workflows</p> </a> </h3>",
"firstParagraph": "Track usage, analyze behavior, identify friction, and optimize workflows",
"paragraphHtml": "<p>Track usage, analyze behavior, identify friction, and optimize workflows</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Mirror Replicate apps for hands-on user training and conduct AI-powered roleplaying.",
"headingHtml": "<h3 class=\"elementor-icon-box-title\"> <a href=\"/products/mirror/\"> Mirror <p>Replicate apps for hands-on user training and conduct AI-powered roleplaying.</p> </a> </h3>",
"firstParagraph": "Replicate apps for hands-on user training and conduct AI-powered roleplaying.",
"paragraphHtml": "<p>Replicate apps for hands-on user training and conduct AI-powered roleplaying.</p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "Use Cases",
"headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"/solutions/#usecase\">Use Cases</a></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Industries",
"headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"/solutions/#industry\">Industries</a></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "App Category",
"headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"/solutions/#applicationtype\">App Category</a></h2>",
"firstParagraph": "Featured",
"paragraphHtml": "<p class=\"main-text\">Featured</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Learn",
"headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">Learn</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Company",
"headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">Company</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Social",
"headingHtml": "<h2 class=\"elementor-heading-title elementor-size-default\">Social</h2>",
"firstParagraph": "Featured",
"paragraphHtml": "<p class=\"main-text\">Featured</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Software Clicks with Whatfix",
"headingHtml": "<h3 class=\"type--h-3\"><span style=\"color: #f55800\">Software</span> Clicks <br>with Whatfix</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Clicks with Whatfix",
"headingHtml": "<h3 class=\"type--h-3\"><span style=\"color: #f55800\">AI</span> Clicks <br>with Whatfix</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Marketplace Clicks with Whatfix",
"headingHtml": "<h3 class=\"type--h-3\"><span style=\"color: #f55800\">Marketplace</span> Clicks <br>with Whatfix</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "ERP Clicks with Whatfix",
"headingHtml": "<h3 class=\"type--h-3\"><span style=\"color: #f55800\">ERP</span> Clicks <br>with Whatfix</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Clicks with Whatfix",
"headingHtml": "<h3 class=\"type--h-3\"><span style=\"color: #f55800\">AI</span> Clicks <br>with Whatfix</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "CRM Clicks with Whatfix",
"headingHtml": "<h3 class=\"type--h-3\"><span style=\"color: #f55800\">CRM</span> Clicks <br>with Whatfix</h3>",
"firstParagraph": "AI-powered guidance, simulations, and usage intelligence to drive adoption, reduce risk, and maximize ROI across enterprise applications.",
"paragraphHtml": "<p class=\"mt-4 mb-4\">AI-powered guidance, simulations, and usage intelligence to drive adoption, reduce risk, and maximize ROI across enterprise applications.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Control how enterprise software is used at scale",
"headingHtml": "<h3 class=\"type--h-4 text-center module-3-header\" style=\"text-align: center;\">Control how enterprise software is used at scale</h3>",
"firstParagraph": "User Onboarding",
"paragraphHtml": "<p>User Onboarding</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Get users productive faster across complex enterprise applications",
"headingHtml": "<h3 class=\"features-content-item-title type--h-6\"> Get users productive faster across complex enterprise applications </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Execute application change with speed, clarity, and confidence",
"headingHtml": "<h3 class=\"features-content-item-title type--h-6\"> Execute application change with speed, clarity, and confidence </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Turn underused features into realized business value",
"headingHtml": "<h3 class=\"features-content-item-title type--h-6\"> Turn underused features into realized business value </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Reduce support costs while empowering users to self-serve",
"headingHtml": "<h3 class=\"features-content-item-title type--h-6\"> Reduce support costs while empowering users to self-serve </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Continuously optimize workflows with real usage data",
"headingHtml": "<h3 class=\"features-content-item-title type--h-6\"> Continuously optimize workflows with real usage data </h3>",
"firstParagraph": "User Onboarding",
"paragraphHtml": "<p class=\"mobile-accordion-title\">User Onboarding</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "See how Whatfix accelerates workflows and unlocks user productivity across industries.",
"headingHtml": "<h3 class=\"type--h-4 text-center module-3-header\" style=\"text-align: center;\">See how Whatfix accelerates workflows and unlocks user productivity across industries.</h3>",
"firstParagraph": "Modernize banking systems, enhance online experiences, and reduce friction.",
"paragraphHtml": "<p class=\"industry-card-text\"> Modernize banking systems, enhance online experiences, and reduce friction. </p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Whatfix Product Suite",
"headingHtml": "<h2 class=\"h3-2-25\" style=\"text-align: center;margin-bottom:1em\">Whatfix Product Suite</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Whatfix Digital Adoption Platform",
"headingHtml": "<h3>Whatfix Digital Adoption Platform</h3>",
"firstParagraph": "Enable users with AI-powered in-app guidance, proactive user support, and on-demand assistance across web, desktop, and mobile applications. Explore Whatfix DAP",
"paragraphHtml": "<p>Enable users with AI-powered in-app guidance, proactive user support, and on-demand assistance across web, desktop, and mobile applications.<br> <a class=\"mt-3\" style=\"display: block; padding-right: 20px;\" href=\"/products/digital-adoption-platform/\" target=\"_blank\" rel=\"noopener\">Explore Whatfix DAP</a></p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Whatfix Product Analytics",
"headingHtml": "<h3>Whatfix Product Analytics</h3>",
"firstParagraph": "Unleash the full potential of your applications by analyzing engagement and making data-driven decisions that drive user adoption and product growth with our AI-powered insights. Explore Whatfix Product Analytics",
"paragraphHtml": "<p>Unleash the full potential of your applications by analyzing engagement and making data-driven decisions that drive user adoption and product growth with our AI-powered insights.<br> <a class=\"mt-3\" style=\"display: block;\" href=\"/products/product-analytics/\" target=\"_blank\" rel=\"noopener\">Explore Whatfix Product Analytics</a></p>",
"words": 29,
"direct": false,
"issue": "First paragraph is 29 words and does not look like a concise direct answer."
},
{
"heading": "Whatfix Mirror",
"headingHtml": "<h3>Whatfix Mirror</h3>",
"firstParagraph": "Create interactive sandbox replicas of web applications to enable users with hands-on IT training without risking live software usage. Explore Whatfix Mirror",
"paragraphHtml": "<p>Create interactive sandbox replicas of web applications to enable users with hands-on IT training without risking live software usage.<br> <a class=\"mt-3\" style=\"display: block;\" href=\"/products/mirror/\" target=\"_blank\" rel=\"noopener\">Explore Whatfix Mirror</a></p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Trusted by Enterprises. Loved by Users.",
"headingHtml": "<h3 class=\"type--h-3 text-center\" style=\"margin-bottom:var(--spacer-8)\"> Trusted by Enterprises. Loved by Users. </h3>",
"firstParagraph": "Leader & Customers’ Choice",
"paragraphHtml": "<p> Leader & Customers’ Choice </p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "See why customers love Whatfix",
"headingHtml": "<h3 class=\"type--h-4 text-center\" style=\"margin-bottom:var(--spacer-8)\"><p>See why customers love Whatfix</p> </h3>",
"firstParagraph": "See why customers love Whatfix",
"paragraphHtml": "<p>See why customers love Whatfix</p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "Software Clicks Better With Whatfix",
"headingHtml": "<h2 class=\"type--h-3 mb-3\" style=\"font-family: 'Aeonik-Medium';\">Software Clicks Better With Whatfix</h2>",
"firstParagraph": "See why Fortune 1000 enterprises and growth companies choose Whatfix as their digital adoption and user experience partner.",
"paragraphHtml": "<p class=\"type mb-4\">See why Fortune 1000 enterprises and growth companies choose Whatfix as their digital adoption and user experience partner.</p>",
"words": 18,
"direct": false,
"issue": "First paragraph is 18 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 84/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 84/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: powered, digital, platform, clicks, faster.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Entity and definition clarity
Score
84/100
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 84/100 and needs improvement.
Evidence
{
"title": "Whatfix | AI-Powered Digital Adoption Platform",
"h1": "Software Clicks faster with Whatfix",
"description": "Guide users in-app with Whatfix. Provide simulation training, track adoption, and drive outcomes across enterprise software investments.",
"topicOverlap": 0.375,
"definitionCount": 7,
"topicTerms": [
"whatfix",
"powered",
"digital",
"adoption",
"platform",
"software",
"clicks",
"faster"
],
"descriptionTerms": [
"guide",
"users",
"app",
"whatfix",
"provide",
"simulation",
"training",
"track",
"adoption",
"drive",
"outcomes",
"across",
"enterprise",
"software",
"investments"
],
"missingFromDescription": [
"powered",
"digital",
"platform",
"clicks",
"faster"
],
"score": 84,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
Needs attention
AIO: Page experience for AIO
Issue
125 image(s) are missing width/height attributes.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
80/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Page experience for AIO scored 80/100 and needs improvement.
Evidence
{
"viewportContent": "width=device-width, initial-scale=1.0, maximum-scale=5.0",
"visibleWords": 2726,
"htmlBytes": 1409392,
"imagesMissingDimensions": [
{
"src": "https://website.whatfix.com/wp-content/uploads/2026/04/nav-us-army-post-image.webp",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2026/04/nav-us-army-post-image.webp\" alt=\"U.S.Army’s Digital Transformation\">"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2026/04/logo_small.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"logo-small\" src=\"https://website.whatfix.com/wp-content/uploads/2026/04/logo_small.svg\" alt=\"Whatfix Logo\">"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2026/04/logo_2.webp",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2026/04/logo_2.webp\" alt=\"Winward\">"
},
{
"src": "//res.cloudinary.com/spiralyze/image/upload/f_auto/whatfix/1007/logo_6.webp",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"//res.cloudinary.com/spiralyze/image/upload/f_auto/whatfix/1007/logo_6.webp\" alt=\"Acorn\">"
},
{
"src": "//res.cloudinary.com/spiralyze/image/upload/v1750239647/whatfix/1004/experian_logo_1.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"//res.cloudinary.com/spiralyze/image/upload/v1750239647/whatfix/1004/experian_logo_1.svg\" alt=\"Experian\">"
},
{
"src": "//res.cloudinary.com/spiralyze/image/upload/v1750239972/whatfix/1004/reg-logo.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"//res.cloudinary.com/spiralyze/image/upload/v1750239972/whatfix/1004/reg-logo.svg\" alt=\"Reg\">"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2026/02/Frame-1272631661-1.svg",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2026/02/Frame-1272631661-1.svg\" title=\"Frame 1272631661 (1)\" alt=\"G2 Rating\" loading=\"lazy\">"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2026/02/Frame-1272631660-1.svg",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2026/02/Frame-1272631660-1.svg\" title=\"Frame 1272631660 (1)\" alt=\"Frame 1272631660 (1)\" loading=\"lazy\">"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2026/02/Frame-1272631662-2.svg",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2026/02/Frame-1272631662-2.svg\" title=\"Frame 1272631662 (2)\" alt=\"Frame 1272631662 (2)\" loading=\"lazy\">"
},
{
"src": "//res.cloudinary.com/spiralyze/image/upload/v1750244640/whatfix/1004/logo_1.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"whatfix-logo\" src=\"//res.cloudinary.com/spiralyze/image/upload/v1750244640/whatfix/1004/logo_1.svg\" alt=\"Whatfix logo\">"
},
{
"src": "//res.cloudinary.com/spiralyze/image/upload/f_auto/whatfix/1007/img_3.webp",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"//res.cloudinary.com/spiralyze/image/upload/f_auto/whatfix/1007/img_3.webp\" alt=\"Everest Group\">"
},
{
"src": "/wp-content/uploads/2025/07/Heronew-svg.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img id=\"placeholderImage\" src=\"/wp-content/uploads/2025/07/Heronew-svg.svg\" style=\"width: 100%; height: 100%; transition: opacity 1s ease; opacity: 1;\" alt=\"Placeholder Image\" decoding=\"async\" fetchpriority=\"high\">"
},
{
"src": "/wp-content/uploads/2025/09/Software-Graphic.png",
"width": "100%",
"height": "",
"loading": "",
"html": "<img src=\"/wp-content/uploads/2025/09/Software-Graphic.png\" width=\"100%\">"
},
{
"src": "/wp-content/uploads/2025/09/AI-Graphic.png",
"width": "100%",
"height": "",
"loading": "",
"html": "<img src=\"/wp-content/uploads/2025/09/AI-Graphic.png\" width=\"100%\">"
},
{
"src": "/wp-content/uploads/2025/09/Marketplace-Graphic.png",
"width": "100%",
"height": "",
"loading": "",
"html": "<img src=\"/wp-content/uploads/2025/09/Marketplace-Graphic.png\" width=\"100%\">"
},
{
"src": "/wp-content/uploads/2025/09/ERP-Graphic.png",
"width": "100%",
"height": "",
"loading": "",
"html": "<img src=\"/wp-content/uploads/2025/09/ERP-Graphic.png\" width=\"100%\">"
},
{
"src": "/wp-content/uploads/2025/09/AI-Graphic.png",
"width": "100%",
"height": "",
"loading": "",
"html": "<img src=\"/wp-content/uploads/2025/09/AI-Graphic.png\" width=\"100%\">"
},
{
"src": "/wp-content/uploads/2025/09/CRM-Graphic.png",
"width": "100%",
"height": "",
"loading": "",
"html": "<img src=\"/wp-content/uploads/2025/09/CRM-Graphic.png\" width=\"100%\">"
},
{
"src": "https://storage.pardot.com/673673/1755076048kqHyWUz1/ScreenSense.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://storage.pardot.com/673673/1755076048kqHyWUz1/ScreenSense.svg\" alt=\"Mirror\">"
},
{
"src": "https://storage.pardot.com/673673/17544655144ljiGKIh/mirror.svg",
"width": "",
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"loading": "",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2025/09/healthcare.png\" class=\"card-img-top\" alt=\"Healthcare\">"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2025/09/able-to.png",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"industry-card-body-details-img\" src=\"https://website.whatfix.com/wp-content/uploads/2025/09/able-to.png\">"
},
{
"src": "https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2025/09/insurance.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2025/09/insurance.png\" class=\"card-img-top\" alt=\"Insurance\">"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2025/09/sentry.png",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"industry-card-body-details-img\" src=\"https://website.whatfix.com/wp-content/uploads/2025/09/sentry.png\">"
},
{
"src": "https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2025/09/life-sciences.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2025/09/life-sciences.png\" class=\"card-img-top\" alt=\"Life Sciences & Pharma\">"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2025/09/BioMerieux-2560x1459-1-2.png",
"width": "",
"height": "",
"loading": "",
"html": "<img style=\"width: 40px !important; height: 40px !important\" class=\"industry-card-body-details-img\" src=\"https://website.whatfix.com/wp-content/uploads/2025/09/BioMerieux-2560x1459-1-2.png\">"
},
{
"src": "https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2025/09/whatfix.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2025/09/whatfix.png\" class=\"card-img-top\" alt=\"Don't see your industry?\">"
},
{
"src": "https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://go.whatfix.com/l/673673/2025-09-02/2ndsgq/673673/1756863275C5p2roea/arrow.svg\">"
},
{
"src": "/wp-content/themes/whatfix-site/assets/images/angle-arrow.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/wp-content/themes/whatfix-site/assets/images/angle-arrow.svg\" alt class=\"arr__icon\">"
},
{
"src": "/wp-content/themes/whatfix-site/assets/images/angle-arrow.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/wp-content/themes/whatfix-site/assets/images/angle-arrow.svg\" alt class=\"arr__icon\">"
},
{
"src": "/wp-content/themes/whatfix-site/assets/images/angle-arrow.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/wp-content/themes/whatfix-site/assets/images/angle-arrow.svg\" alt class=\"arr__icon\">"
},
{
"src": "https://fast.wistia.com/embed/medias/11yj6i7uit/swatch",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://fast.wistia.com/embed/medias/11yj6i7uit/swatch\" style=\"filter:blur(5px);height:100%;object-fit:contain;width:100%;\" alt aria-hidden=\"true\" onload=\"this.parentNode.style.opacity=1;\">"
},
{
"src": "/wp-content/themes/whatfix-site/assets/images/angle-arrow.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/wp-content/themes/whatfix-site/assets/images/angle-arrow.svg\" alt class=\"arr__icon\">"
},
{
"src": "/wp-content/themes/whatfix-site/assets/images/angle-arrow.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/wp-content/themes/whatfix-site/assets/images/angle-arrow.svg\" alt class=\"arr__icon\">"
},
{
"src": "/wp-content/themes/whatfix-site/assets/images/angle-arrow.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/wp-content/themes/whatfix-site/assets/images/angle-arrow.svg\" alt class=\"arr__icon\">"
},
{
"src": "https://fast.wistia.com/embed/medias/dgo1cg9h9k/swatch",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://fast.wistia.com/embed/medias/dgo1cg9h9k/swatch\" style=\"filter:blur(5px);height:100%;object-fit:contain;width:100%;\" alt aria-hidden=\"true\" onload=\"this.parentNode.style.opacity=1;\">"
},
{
"src": "/wp-content/themes/whatfix-site/assets/images/angle-arrow.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/wp-content/themes/whatfix-site/assets/images/angle-arrow.svg\" alt class=\"arr__icon\">"
},
{
"src": "/wp-content/themes/whatfix-site/assets/images/angle-arrow.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/wp-content/themes/whatfix-site/assets/images/angle-arrow.svg\" alt class=\"arr__icon\">"
},
{
"src": "/wp-content/themes/whatfix-site/assets/images/angle-arrow.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/wp-content/themes/whatfix-site/assets/images/angle-arrow.svg\" alt class=\"arr__icon\">"
},
{
"src": "https://whatfix.wistia.com/embed/medias/jchve0ixwl/swatch",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://whatfix.wistia.com/embed/medias/jchve0ixwl/swatch\" style=\"filter:blur(5px);height:100%;object-fit:contain;width:100%;\" alt aria-hidden=\"true\" onload=\"this.parentNode.style.opacity=1;\">"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2026/02/Gartner.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2026/02/Gartner.png\" alt>"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2026/02/g2.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2026/02/g2.png\" alt>"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2026/02/everest_group.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2026/02/everest_group.png\" alt>"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2026/02/green_icon_social_proof.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2026/02/green_icon_social_proof.svg\" alt>"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2026/02/green_icon_social_proof.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2026/02/green_icon_social_proof.svg\" alt>"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2025/03/acorn-recruiting-case-study-HERO-e1761677305769.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2025/03/acorn-recruiting-case-study-HERO-e1761677305769.png\" alt=\"acorn-recruiting-case-study-HERO\">"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2022/03/Experian_logo_color.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2022/03/Experian_logo_color.svg\" alt=\"Experian_logo_color\">"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2025/09/marriott-international-logo-png_seeklogo-484457-1.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2025/09/marriott-international-logo-png_seeklogo-484457-1.png\" alt=\"marriott-international-logo-png_seeklogo-484457-1\">"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2025/08/old-mutual-logo-png_seeklogo-319621.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2025/08/old-mutual-logo-png_seeklogo-319621.png\" alt=\"old-mutual-logo-png_seeklogo-319621\">"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2025/09/BioMerieux.svg-e1757433527447.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2025/09/BioMerieux.svg-e1757433527447.png\" alt=\"BioMerieux.svg-e1757433527447\">"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2025/09/Windward-Risk-Managers-.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2025/09/Windward-Risk-Managers-.svg\" alt=\"Windward Risk Managers\">"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2025/03/IMG_0416.jpg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2025/03/IMG_0416.jpg\" alt=\"Nichola Holdship Acorn Headshot\">"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2021/08/Lee-Glenn.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2021/08/Lee-Glenn.png\" alt=\"Lee-Glenn\">"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2025/11/stephanie-dull.jpeg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2025/11/stephanie-dull.jpeg\" alt=\"stephanie-dull\">"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2025/05/hein-old-mutual.jpeg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2025/05/hein-old-mutual.jpeg\" alt=\"hein-old-mutual\">"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2025/07/alex-cooper-headshot.jpeg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2025/07/alex-cooper-headshot.jpeg\" alt=\"alex-cooper-headshot\">"
},
{
"src": "https://website.whatfix.com/wp-content/uploads/2025/09/mariella-gonazles-windward-risk-managers-headshot.jpeg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://website.whatfix.com/wp-content/uploads/2025/09/mariella-gonazles-windward-risk-managers-headshot.jpeg\" alt=\"mariella-gonzalez-windward-risk-managers-headshot\">"
}
],
"possibleDialogs": [],
"score": 80,
"weight": 10
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
Needs attention
AEO: Answer intent coverage
Issue
Missing likely AI Overview intent sections: what, how, cost, compare.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "Use Cases",
"html": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"/solutions/#usecase\">Use Cases</a></h2>"
},
{
"text": "Industries",
"html": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"/solutions/#industry\">Industries</a></h2>"
},
{
"text": "App Category",
"html": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"/solutions/#applicationtype\">App Category</a></h2>"
},
{
"text": "Learn",
"html": "<h2 class=\"elementor-heading-title elementor-size-default\">Learn</h2>"
},
{
"text": "Company",
"html": "<h2 class=\"elementor-heading-title elementor-size-default\">Company</h2>"
},
{
"text": "Social",
"html": "<h2 class=\"elementor-heading-title elementor-size-default\">Social</h2>"
},
{
"text": "Whatfix Product Suite",
"html": "<h2 class=\"h3-2-25\" style=\"text-align: center;margin-bottom:1em\">Whatfix Product Suite</h2>"
},
{
"text": "Software Clicks Better With Whatfix",
"html": "<h2 class=\"type--h-3 mb-3\" style=\"font-family: 'Aeonik-Medium';\">Software Clicks Better With Whatfix</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Whatfix?",
"pattern": {}
},
{
"id": "how",
"label": "How does Whatfix work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Whatfix?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Whatfix free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Whatfix compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Whatfix?",
"pattern": {}
},
{
"id": "how",
"label": "How does Whatfix work?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Whatfix free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Whatfix compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}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.
Needs attention
AIO: Query intent coverage
Issue
Missing likely AI Overview intent sections: what, how, cost, compare.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [
{
"text": "Use Cases",
"html": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"/solutions/#usecase\">Use Cases</a></h2>"
},
{
"text": "Industries",
"html": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"/solutions/#industry\">Industries</a></h2>"
},
{
"text": "App Category",
"html": "<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"/solutions/#applicationtype\">App Category</a></h2>"
},
{
"text": "Learn",
"html": "<h2 class=\"elementor-heading-title elementor-size-default\">Learn</h2>"
},
{
"text": "Company",
"html": "<h2 class=\"elementor-heading-title elementor-size-default\">Company</h2>"
},
{
"text": "Social",
"html": "<h2 class=\"elementor-heading-title elementor-size-default\">Social</h2>"
},
{
"text": "Whatfix Product Suite",
"html": "<h2 class=\"h3-2-25\" style=\"text-align: center;margin-bottom:1em\">Whatfix Product Suite</h2>"
},
{
"text": "Software Clicks Better With Whatfix",
"html": "<h2 class=\"type--h-3 mb-3\" style=\"font-family: 'Aeonik-Medium';\">Software Clicks Better With Whatfix</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Whatfix?",
"pattern": {}
},
{
"id": "how",
"label": "How does Whatfix work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Whatfix?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Whatfix free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Whatfix compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Whatfix?",
"pattern": {}
},
{
"id": "how",
"label": "How does Whatfix work?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Whatfix free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Whatfix compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Needs attention
Auth.md Agent Registration
Issue
auth.md response did not match the expected agent registration shape. Content-Type "text/html" 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.
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" 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": true,
"statusCode": 200,
"contentType": "text/html",
"length": 7240,
"validation": {
"valid": false,
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html\" 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": 6724,
"hasRegisterInstructions": true,
"hasProtectedResourceLink": false,
"hasAuthorizationServerLink": false,
"mentionsIdentity": false,
"mentionsCredential": false,
"links": [
"https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa1ZL7W0Q5nw.woff2\">",
"https://fonts.gstatic.com/s/inter/v11/UcCO3FwrK3iLTeHuS_fvQtMwCp50KnMw2boKoduKmMEVuLyfAZ9hiA.woff2\">",
"https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa2JL7W0Q5n-wU.woff2",
"https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa0ZL7W0Q5n-wU.woff2",
"/style",
"/html;",
"/x-icon",
"https://chrome.google.com/webstore/detail/ohkeehjepccedbdpohnbapepongppfcj\">",
"/rss+xml",
"/feed/"
],
"rawExcerpt": "<!doctype html>\n\n<html>\n\n<head>\n\t<link rel=\"preload\" as=\"font\" href=\"https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa1ZL7W0Q5nw.woff2\">\n\t<link rel=\"preload\" as=\"font\" href=\"https://fonts.gstatic.com/s/inter/v11/UcCO3FwrK3iLTeHuS_fvQtMwCp50KnMw2boKoduKmMEVuLyfAZ9hiA.woff2\">\n\t<style>\n\n\t@font-face { font-family: 'Inter'; font-style: normal; font-weight: 400; src: url(https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa2JL7W0Q5n-wU.woff2) format('woff2'), url(https://fonts.gstatic.com/s/inter/v12/UcC73FwrK3iLTeHuS_fvQtMwCp50KnMa0ZL7W0Q5n-wU.woff2) format('woff2'); unicode-range: U+0460-052F, U+1C80-1C88, U+20B4, U+2DE0-2DFF, U+A640-A69F, U+FE2E-FE2F, U+0301, U+0400-045F, U+0490-0491, U+04B0-04B1, U+2116; }\n\n\tbody {\n\t\tmargin: 0px;\n\t\tfont-family: \"Helvetic"
}
},
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html\" 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",
"length": 150,
"text": "<html>\r\n<head><title>404 Not Found</title></head>\r\n<body>\r\n<center><h1>404 Not Found</h1></center>\r\n<hr><center>openresty</center>\r\n</body>\r\n</html>\r\n"
},
"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",
"length": 150,
"text": "<html>\r\n<head><title>404 Not Found</title></head>\r\n<body>\r\n<center><h1>404 Not Found</h1></center>\r\n<hr><center>openresty</center>\r\n</body>\r\n</html>\r\n"
}
},
"issue": "OAuth authorization server metadata could not be fetched.",
"howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 6,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
}
]
},
"resourceFetchSucceeded": false
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Needs attention
IndexNow key
Issue
IndexNow key is informational for this page.
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Needs attention
OAuth / OIDC discovery
Issue
OAuth / OIDC discovery was not found at the expected path.
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/openid-configuration",
"statusCode": 404,
"contentType": "text/html",
"length": 150
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": "text/html",
"length": 150
}
]
},
"issue": "OAuth / OIDC discovery was not found at the expected path.",
"howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 6,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
}
]
},
"resourceFetchSucceeded": false
}Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Needs attention
OAuth Protected Resource
Issue
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Why it matters
Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.
Check name
OAuth Protected Resource
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.
Result
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Validation steps
Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 404,
"contentType": "text/html"
},
"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": "<html>\r\n<head><title>404 Not Found</title></head>\r\n<body>\r\n<center><h1>404 Not Found</h1></center>\r\n<hr><center>openresty</center>\r\n</body>\r\n</html>\r\n"
},
"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://whatfix.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://whatfix.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://whatfix.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://whatfix.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
}
]
},
"issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
"howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 6,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
}
]
},
"resourceFetchSucceeded": false
}Performance and AccessibilityAccessibilityBrowser audit
Elements use prohibited ARIA attributes
50 Fail
Performance and AccessibilityAccessibilityBrowser audit
Elements use prohibited ARIA attributes
Check name
Elements use prohibited ARIA attributes
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Using ARIA attributes in roles where they are prohibited can mean that important information is not communicated to users of assistive technologies. [Learn more about prohibited ARIA roles](https://dequeuniversity.com/rules/axe/4.11/aria-prohibited-attr).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Using ARIA attributes in roles where they are prohibited can mean that important information is not communicated to users of assistive technologies. [Learn more about prohibited ARIA roles](https://dequeuniversity.com/rules/axe/4.11/aria-prohibited-attr)."
}Performance and AccessibilityAccessibilityBrowser audit
Image elements do not have `[alt]` attributes
50 Fail
Performance and AccessibilityAccessibilityBrowser audit
Image elements do not have `[alt]` attributes
Check name
Image elements do not have `[alt]` attributes
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.11/image-alt).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.11/image-alt)."
}SEOSEOBrowser audit
Image elements do not have `[alt]` attributes
50 Fail
SEOSEOBrowser audit
Image elements do not have `[alt]` attributes
Check name
Image elements do not have `[alt]` attributes
Score
0/100
Status
fail
Device
desktop
Category
SEO
Fix guidance
Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.11/image-alt).
Evidence
{
"description": "Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.11/image-alt)."
}SEOSEOBrowser audit
Links do not have descriptive text
50 Fail
SEOSEOBrowser audit
Links do not have descriptive text
Check name
Links do not have descriptive text
Score
0/100
Status
fail
Device
desktop
Category
SEO
Estimated savings
2 links found
Fix guidance
Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/).
Evidence
{
"displayValue": "2 links found",
"description": "Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/)."
}Performance and AccessibilityPerformanceBrowser audit
Image optimization
14 Fail
Performance and AccessibilityPerformanceBrowser audit
Image optimization
Check name
Image optimization
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Review the grouped image optimization checks and improve the failing sub-checks listed in evidence.
References
https://web.dev/learn/performance/Evidence
{
"checks": [
{
"id": "image-aspect-ratio",
"title": "Displays images with incorrect aspect ratio",
"score": 0
}
]
}Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
14 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
Check name
Reduce JavaScript execution time
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
5.8 s
Fix guidance
Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "5.8 s",
"description": "Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).",
"numericValue": 5777.584999999981
}Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
14 Fail
Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
Check name
Render-blocking requests
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 50 ms
Fix guidance
Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path.
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 50 ms",
"description": "Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path."
}Performance and AccessibilityPerformanceBrowser audit
Touch targets do not have sufficient size or spacing.
14 Fail
Performance and AccessibilityPerformanceBrowser audit
Touch targets do not have sufficient size or spacing.
Check name
Touch targets do not have sufficient size or spacing.
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Touch targets with sufficient size and spacing help users who may have difficulty targeting small controls to activate the targets. [Learn more about touch targets](https://dequeuniversity.com/rules/axe/4.11/target-size).
References
https://web.dev/learn/performance/Evidence
{
"description": "Touch targets with sufficient size and spacing help users who may have difficulty targeting small controls to activate the targets. [Learn more about touch targets](https://dequeuniversity.com/rules/axe/4.11/target-size)."
}Performance and AccessibilityPerformanceBrowser audit
Image elements do not have explicit `width` and `height`
7 Warning
Performance and AccessibilityPerformanceBrowser audit
Image elements do not have explicit `width` and `height`
Check name
Image elements do not have explicit `width` and `height`
Score
50/100
Status
warning
Device
desktop
Category
Performance
Fix guidance
Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)
References
https://web.dev/learn/performance/Evidence
{
"description": "Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)"
}Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
7 Warning
Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
Check name
Improve image delivery
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 1,245 KiB
Fix guidance
Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 1,245 KiB",
"description": "Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)"
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
6 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
55/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Review the grouped loading performance checks and improve the failing sub-checks listed in evidence.
References
https://web.dev/learn/performance/Evidence
{
"checks": [
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 230 ms",
"numericValue": 229
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 98,
"displayValue": "0.7 s",
"numericValue": 683.0064126985959
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 15,
"displayValue": "680 ms",
"numericValue": 684.5000000000002
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 14,
"displayValue": "7.4 s",
"numericValue": 7363.510061618725
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 2,
"displayValue": "5.5 s",
"numericValue": 5470.815312778577
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 80,
"displayValue": "1.5 s",
"numericValue": 1522.0054923854018
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "0 ms",
"numericValue": 3.2174549999999997
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 28,
"displayValue": "340 ms",
"numericValue": 335
}
]
}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 |
|---|---|---|---|
| 54/100 | Level 3, Bot-Aware | Current report |