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Jun 11, 2026, 11:32 PM
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SCANNED
Jun 11, 2026, 11:32:39 PMJun 11, 2026, 11:32 PM
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54/100
OVERALL SCORE
Level 3, Bot-Aware
Moderate readiness for AI agents
- AI Discoverability 38 out of 100
- Agent Ease of Use 6 out of 100
- Security & Trust 100 out of 100
- GEO, AIO and AEO 74 out of 100
- SEO 92 out of 100
- Performance and Accessibility 65 out of 100
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 38 | Priority fix | 9 | 14 | 1 | View details |
| Discoverability | 50 | Needs work | 4 | 5 | 0 | View details |
| Content Readiness | 54 | Needs work | 5 | 5 | 1 | View details |
| Bot Access Control | 0 | Priority fix | 0 | 4 | 0 | View details |
| Agent Ease of Use | 6 | Priority fix | 4 | 29 | 3 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 7 | 0 | View details |
| MCP | 13 | Priority fix | 0 | 6 | 2 | View details |
| Skill Discovery | 5 | Priority fix | 0 | 10 | 1 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 74 | Needs work | 5 | 2 | 12 | View details |
| GEO Readiness | 83 | Mostly ready | 1 | 0 | 4 | |
| AIO Readiness | 78 | Mostly ready | 3 | 1 | 3 | View details |
| AEO Readiness | 61 | Needs work | 1 | 1 | 5 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| Security & Trust | 100 | Strong | 9 | 0 | 0 | |
| Security & Trust | 100 | Strong | 5 | 0 | 0 | |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 65 | Needs work | 23 | 4 | 1 | View details |
| Performance | 47 | Priority fix | 13 | 4 | 1 | View details |
| Accessibility | 97 | Strong | 10 | 0 | 0 |
Prioritized recommendations
Issues ranked by score impact
44 items need attention
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
50 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
50 Fail
Needs attention
API Catalog
01
Issue
The API catalog endpoint did not return HTTP 2xx.
02
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Fetch API catalog".
Validation steps
Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "fail",
"evidence": {
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The API catalog endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/api-catalog."
},
{
"id": "validate",
"title": "Validate RFC 9727 linkset",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html>\n<html>\n <body>\n <p>Invalid .well-known request</p>\n </body>\n</html>"
},
"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."
}
]
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Needs attention
OpenAPI discovery
01
Issue
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
02
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery failed at "Find valid OpenAPI document".
Validation steps
Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Find valid OpenAPI document",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><!-- Last Published: Tue Jun 09 2026 20:10:57 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"reputation.com\" data-wf-page=\"68f14ae9c649d87c7fb357d6\" data-wf-site=\"68f14ae7c649d87c7fb35781\" data-wf-intellimize-customer-id=\"117255363\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Not Found</title><meta content=\"Not Found\" property=\"og:title\"/><meta content=\"Not Found\" name=\"twitter:title\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><link href=\"https://cdn.prod.website-files.com/68f14ae7c649d87c7fb35781/css/reputation-98e4c4.shared.7b9ae0f2b.min.css\" rel=\"stylesheet\" type=\"text/css\" integrity=\"sha384-e5rg8rkUznThNhjbEkBExYsItanYoA3GjScYBTSZsM6vuUnj"
},
{
"path": "/openapi.yaml",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><!-- Last Published: Tue Jun 09 2026 20:10:57 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"reputation.com\" data-wf-page=\"68f14ae9c649d87c7fb357d6\" data-wf-site=\"68f14ae7c649d87c7fb35781\" data-wf-intellimize-customer-id=\"117255363\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Not Found</title><meta content=\"Not Found\" property=\"og:title\"/><meta content=\"Not Found\" name=\"twitter:title\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><link href=\"https://cdn.prod.website-files.com/68f14ae7c649d87c7fb35781/css/reputation-98e4c4.shared.7b9ae0f2b.min.css\" rel=\"stylesheet\" type=\"text/css\" integrity=\"sha384-e5rg8rkUznThNhjbEkBExYsItanYoA3GjScYBTSZsM6vuUnj"
},
{
"path": "/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><!-- Last Published: Tue Jun 09 2026 20:10:57 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"reputation.com\" data-wf-page=\"68f14ae9c649d87c7fb357d6\" data-wf-site=\"68f14ae7c649d87c7fb35781\" data-wf-intellimize-customer-id=\"117255363\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Not Found</title><meta content=\"Not Found\" property=\"og:title\"/><meta content=\"Not Found\" name=\"twitter:title\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><link href=\"https://cdn.prod.website-files.com/68f14ae7c649d87c7fb35781/css/reputation-98e4c4.shared.7b9ae0f2b.min.css\" rel=\"stylesheet\" type=\"text/css\" integrity=\"sha384-e5rg8rkUznThNhjbEkBExYsItanYoA3GjScYBTSZsM6vuUnj"
},
{
"path": "/swagger.yaml",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><!-- Last Published: Tue Jun 09 2026 20:10:57 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"reputation.com\" data-wf-page=\"68f14ae9c649d87c7fb357d6\" data-wf-site=\"68f14ae7c649d87c7fb35781\" data-wf-intellimize-customer-id=\"117255363\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Not Found</title><meta content=\"Not Found\" property=\"og:title\"/><meta content=\"Not Found\" name=\"twitter:title\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><link href=\"https://cdn.prod.website-files.com/68f14ae7c649d87c7fb35781/css/reputation-98e4c4.shared.7b9ae0f2b.min.css\" rel=\"stylesheet\" type=\"text/css\" integrity=\"sha384-e5rg8rkUznThNhjbEkBExYsItanYoA3GjScYBTSZsM6vuUnj"
},
{
"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><!-- Last Published: Tue Jun 09 2026 20:10:57 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"reputation.com\" data-wf-page=\"68f14ae9c649d87c7fb357d6\" data-wf-site=\"68f14ae7c649d87c7fb35781\" data-wf-intellimize-customer-id=\"117255363\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Not Found</title><meta content=\"Not Found\" property=\"og:title\"/><meta content=\"Not Found\" name=\"twitter:title\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><link href=\"https://cdn.prod.website-files.com/68f14ae7c649d87c7fb35781/css/reputation-98e4c4.shared.7b9ae0f2b.min.css\" rel=\"stylesheet\" type=\"text/css\" integrity=\"sha384-e5rg8rkUznThNhjbEkBExYsItanYoA3GjScYBTSZsM6vuUnj"
},
{
"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><!-- Last Published: Tue Jun 09 2026 20:10:57 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"reputation.com\" data-wf-page=\"68f14ae9c649d87c7fb357d6\" data-wf-site=\"68f14ae7c649d87c7fb35781\" data-wf-intellimize-customer-id=\"117255363\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Not Found</title><meta content=\"Not Found\" property=\"og:title\"/><meta content=\"Not Found\" name=\"twitter:title\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><link href=\"https://cdn.prod.website-files.com/68f14ae7c649d87c7fb35781/css/reputation-98e4c4.shared.7b9ae0f2b.min.css\" rel=\"stylesheet\" type=\"text/css\" integrity=\"sha384-e5rg8rkUznThNhjbEkBExYsItanYoA3GjScYBTSZsM6vuUnj"
},
{
"path": "/docs/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><!-- Last Published: Tue Jun 09 2026 20:10:57 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"reputation.com\" data-wf-page=\"68f14ae9c649d87c7fb357d6\" data-wf-site=\"68f14ae7c649d87c7fb35781\" data-wf-intellimize-customer-id=\"117255363\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Not Found</title><meta content=\"Not Found\" property=\"og:title\"/><meta content=\"Not Found\" name=\"twitter:title\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><link href=\"https://cdn.prod.website-files.com/68f14ae7c649d87c7fb35781/css/reputation-98e4c4.shared.7b9ae0f2b.min.css\" rel=\"stylesheet\" type=\"text/css\" integrity=\"sha384-e5rg8rkUznThNhjbEkBExYsItanYoA3GjScYBTSZsM6vuUnj"
}
]
},
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
}
]
}AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
Needs attention
AI bot rules in robots.txt
01
Issue
No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.
02
Why it matters
Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.
Check name
AI bot rules in robots.txt
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.
Result
AI bot rules in robots.txt is missing or incomplete.
Evidence
{
"expectedBots": [
"GPTBot",
"ChatGPT-User",
"ClaudeBot",
"Claude-Web",
"Anthropic-AI",
"Google-Extended",
"PerplexityBot",
"CCBot",
"Applebot-Extended",
"Meta-ExternalAgent",
"Bytespider",
"Amazonbot",
"Cohere-AI"
],
"configuredBots": []
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
33 Fail
Needs attention
Content Signal
01
Issue
No Content Signal found in robots.txt
02
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
33 Fail
AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
33 Fail
Needs attention
High-value schema types
01
Issue
No high-value schema types (e.g. Article, Product, Service) were found.
02
Why it matters
High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.
Check name
High-value schema types
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Use schema types that describe the page's primary content or offering.
Result
High-value schema types is missing or incomplete.
Evidence
{
"found": [],
"expected": [
"Article",
"BlogPosting",
"NewsArticle",
"Product",
"SoftwareApplication",
"FAQPage",
"LocalBusiness",
"VideoObject",
"HowTo",
"Event",
"Course",
"Review",
"Service"
],
"allTypes": [
"Corporation"
]
}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".
33 Fail
Needs attention
Link headers
01
Issue
No useful agent discovery Link headers were found.
02
Why it matters
Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.
Check name
Link headers
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Include Link response headers for agent discovery using RFC 8288.
Result
Link headers failed at "Find useful Link headers".
Validation steps
Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.
Evidence
{
"failedStep": "presence",
"steps": [
{
"id": "presence",
"title": "Find useful Link headers",
"status": "fail",
"evidence": {
"links": []
},
"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".
33 Fail
Needs attention
Markdown negotiation
01
Issue
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
02
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
Markdown content type
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "accept-encoding".
Structured Markdown body
Markdown response is missing a heading.
Evidence
{
"failedStep": "content-type",
"steps": [
{
"id": "content-type",
"title": "Markdown content type",
"status": "fail",
"evidence": {
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
},
"issue": "Content-Type \"text/html; charset=utf-8\" does not indicate Markdown when requested with Accept: text/markdown.",
"howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
},
{
"id": "vary-accept",
"title": "Vary: Accept header",
"status": "fail",
"evidence": {
"vary": "accept-encoding"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"accept-encoding\".",
"howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
},
{
"id": "markdown-content",
"title": "Structured Markdown body",
"status": "fail",
"evidence": {
"valid": false,
"hasHeading": false,
"wordCount": 19499,
"excerpt": "<!DOCTYPE html><!-- Last Published: Wed Jun 10 2026 23:02:08 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"reputation.com\" data-wf-page=\"68f14ae9c649d87c7fb357d4\" data-wf-site=\"68f14ae7c649d87c7fb35781\" data-wf-intellimize-",
"issue": "Markdown response is missing a heading."
},
"issue": "Markdown response is missing a heading.",
"howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
33 Fail
AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
33 Fail
Needs attention
Organization / WebSite schema
01
Issue
Neither Organization nor WebSite schema types were found in JSON-LD.
02
Why it matters
Organization and WebSite schema help agents identify the publisher, canonical site identity, logo, and related profiles for attribution.
Check name
Organization / WebSite schema
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Identify the site owner and website entity in structured data.
Result
Organization / WebSite schema is missing or incomplete.
Evidence
{
"found": [],
"allTypes": [
"Corporation"
]
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
33 Fail
Needs attention
Semantic HTML
01
Issue
Semantic HTML is incomplete: skipped heading levels; 4 buttons missing accessible names; 0/2 applicable form inputs have autocomplete attributes (2 missing).
Details
02
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": true,
"nav": true,
"footer": true,
"meaningfulH1": true,
"headingOrder": false,
"accessibleLinks": true,
"accessibleButtons": false,
"imageAltCoverage": true,
"formAutocompleteCoverage": false,
"details": {
"inaccessibleLinks": [],
"inaccessibleButtons": [
"<button aria-expanded=\"false\" ot-accordion=\"true\" aria-controls=\"ot-desc-id-C0001\" aria-labelledby=\"ot-header-id-C0001 ot-status-id-C0001\"></button>",
"<button aria-expanded=\"false\" ot-accordion=\"true\" aria-controls=\"ot-desc-id-C0004\" aria-labelledby=\"ot-header-id-C0004\"></button>",
"<button aria-expanded=\"false\" ot-accordion=\"true\" aria-controls=\"ot-desc-id-C0003\" aria-labelledby=\"ot-header-id-C0003\"></button>",
"<button aria-expanded=\"false\" ot-accordion=\"true\" aria-controls=\"ot-desc-id-C0002\" aria-labelledby=\"ot-header-id-C0002\"></button>"
],
"missingAutocompleteInputs": [
"<input class=\"footer-search-box w-input\" maxlength=\"256\" name=\"query\" placeholder=\"Search…\" type=\"search\" id=\"footer-search-box\" required>",
"<input id=\"vendor-search-handler\" type=\"text\" name=\"vendor-search-handler\" placeholder=\"Search…\" aria-label=\"Cookie list search\">"
],
"imagesMissingAlt": [],
"skippedHeadingLevels": [
"h3: Company",
"h3: Why Reputation",
"h3: Rep Score",
"h3: Reputation IQ",
"h3: Competitive Insights",
"h3: The Marketing Playbook is Being Rewritten",
"h3: Industries",
"h3: Activate Feedback",
"h3: Services",
"h3: From Search to Sense-Making",
"h3: Use Cases",
"h3: News & Events",
"h3: The Series: 10 Dimensions of GEO",
"h3: Industry Leaders",
"h3: 2026 Consumer Survey Report",
"h3: The New Rules of Reputation Management",
"h3: Support",
"h3: Get a Demo",
"h1: Build trust. Be found. Drive revenue—where your customers make decisions today.",
"h3: Get a Demo",
"h2: Get Your Locations Chosen in AI Search",
"h2: Always know and always act with greater clarity and control —",
"h2: One Platform. Built to Perform in the AI Era.",
"h3: Reputation® IQ",
"h3: Listings + Local SEO",
"h3: Reviews & Review Booster",
"h3: Surveys",
"h3: Insights",
"h3: Competitive Insights",
"h3: Social Suite",
"h3: Actions",
"h3: Rep Score",
"h2: AI built-in. Not bolt-on.",
"h3: The 8-Step Blueprint for Mastering Google AI Search",
"h2: Your Customers Understood. Your Teams Empowered. Your Industry—Already Built In.",
"h3: Automotive",
"h3: Healthcare",
"h3: Food & Beverage",
"h3: Real Estate",
"h3: Care & Living",
"h3: Retail",
"h3: Financial Services",
"h3: Your Customers Understood.",
"h3: AI Is Rewriting the Rules of Reputation–Are You Ready?",
"h2: Privacy Preference Center",
"h3: Manage Consent Preferences",
"h4: Essential Cookies",
"h4: Marketing Cookies",
"h4: Functional Cookies",
"h4: Performance Cookies",
"h3: Cookie List"
]
},
"counts": {
"h1": 1,
"headings": 51,
"links": 108,
"inaccessibleLinks": 0,
"buttons": 18,
"inaccessibleButtons": 4,
"images": 48,
"imagesWithAlt": 48,
"autocompleteInputs": 2,
"inputsWithAutocomplete": 0,
"missingAutocompleteInputs": 2
}
}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".
33 Fail
Needs attention
Web Bot Auth request signing
01
Issue
Web Bot Auth request signing was not found at the expected path.
02
Why it matters
Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.
Check name
Web Bot Auth request signing
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.
Result
Web Bot Auth request signing failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Web Bot Auth request signing was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/http-message-signatures-directory",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
}
]
},
"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".
25 Fail
Needs attention
MCP Server Card
01
Issue
MCP Server Card was not found at the expected path.
02
Why it matters
MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.
Check name
MCP Server Card
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Publish an MCP Server Card for agent discovery.
Result
MCP Server Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
MCP Server Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
}
]
},
"issue": "MCP Server Card was not found at the expected path.",
"howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
}
]
}Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
25 Fail
Needs attention
mcp.json
01
Issue
mcp.json was not found at the expected path.
02
Why it matters
MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.
Check name
mcp.json
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.
Result
mcp.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
mcp.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 10716
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
}
]
},
"issue": "mcp.json was not found at the expected path.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
25 Fail
Needs attention
WebMCP manifest
01
Issue
WebMCP manifest was not found at the expected path.
02
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
0/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Fetch to find resource".
Validation steps
Fetch to find resource
WebMCP manifest was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 10716
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 10716
}
]
},
"issue": "WebMCP manifest was not found at the expected path.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
25 Warning
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
25 Warning
Needs attention
Content freshness signals
01
Issue
Content freshness signals are incomplete: missing dateModified/datePublished in JSON-LD; missing meta or <time> freshness tags.
02
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
25/100
Status
warning
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is partially implemented.
Evidence
{
"lastModified": "Thu, 11 Jun 2026 18:00:14 GMT",
"schemaDates": [],
"metaDateCount": 0,
"timeDateCount": 0
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
20 Fail
Needs attention
A2A Agent Card
01
Issue
A2A Agent Card was not found at the expected path.
02
Why it matters
A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.
Check name
A2A Agent Card
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent card so A2A-compatible clients can discover capabilities.
Result
A2A Agent Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
A2A Agent Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 10716
}
]
},
"issue": "A2A Agent Card was not found at the expected path.",
"howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
20 Fail
Needs attention
Agent Skills index
01
Issue
Agent Skills index was not found at the expected path.
02
Why it matters
An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.
Check name
Agent Skills index
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Agent Skills index was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
}
]
},
"issue": "Agent Skills index was not found at the expected path.",
"howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
20 Fail
Needs attention
agent.json
01
Issue
agent.json was not found at the expected path.
02
Why it matters
agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.
Check name
agent.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.
Result
agent.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agent.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 10716
}
]
},
"issue": "agent.json was not found at the expected path.",
"howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
}
]
}Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
20 Fail
Needs attention
agents.json
01
Issue
agents.json was not found at the expected path.
02
Why it matters
agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.
Check name
agents.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Informational
Goal
Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.
Result
agents.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agents.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 10716
}
]
},
"issue": "agents.json was not found at the expected path.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
15 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
15 Fail
Needs attention
DNS-AID Agent Discovery
01
Issue
No DNS-AID entrypoint records were found under _agents.
02
Why it matters
DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.
Check name
DNS-AID Agent Discovery
Score
25/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.
Result
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Validation steps
Resolve DNS-AID SVCB/HTTPS records
No DNS-AID entrypoint records were found under _agents.
Validate alpn and endpoint parameters
Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.
Check DNSSEC material
DNSSEC material was not visible for the hostname or parent zone from this resolver.
Evidence
{
"failedStep": "svcb-https-records",
"steps": [
{
"id": "svcb-https-records",
"title": "Resolve DNS-AID SVCB/HTTPS records",
"status": "fail",
"evidence": {
"hostname": "reputation.com",
"probes": [
{
"name": "_index._agents.reputation.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.reputation.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": "reputation.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
}
]
},
"issue": "DNSSEC material was not visible for the hostname or parent zone from this resolver.",
"howToFix": "Sign the public discovery zone with DNSSEC so validating resolvers can return authenticated data."
}
]
}Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
13 Warning
Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
13 Warning
Needs attention
WebMCP
01
Issue
WebMCP declarative annotations need fixes.
Details
02
Why it matters
WebMCP can expose page context and actions directly through the browser, giving agents safer structured hooks than screen scraping alone.
Check name
WebMCP
Score
50/100
Status
warning
Category
MCP
Maturity
Informational
Goal
Support WebMCP to expose site tools to AI agents via the browser.
Result
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
Validation steps
Detect data-mcp-tool annotations
No data-mcp-tool attributes were found on interactive elements.
Detect WebMCP declarative tags
No elements found with tool-name or tool-description attributes.
Validate WebMCP declarative annotation quality
WebMCP declarative annotations need fixes.
WebMCP declarative annotation issues
<input name="query"> is missing a label.<input name="query"> is missing tool-param-description.<input> is missing a name attribute.<input> is missing a label.<input> is missing tool-param-description.<input name="ot-group-id-C0004"> is missing tool-param-description.<input name="ot-group-id-C0003"> is missing tool-param-description.<input name="ot-group-id-C0002"> is missing tool-param-description.<input name="vendor-search-handler"> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.
Detect WebMCP imperative API usage
navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.
Detect WebMCP browser navigator injection
navigator.modelContext was not detected in the rendered browser page.
Interactive surface coverage
Only 0% of interactive surfaces are annotated.
Evidence
{
"failedStep": "declarative-annotation-quality",
"steps": [
{
"id": "data-mcp-tool-attributes",
"title": "Detect data-mcp-tool annotations",
"status": "informational",
"evidence": {
"dataMcpToolCount": 0,
"dataMcpTools": []
},
"issue": "No data-mcp-tool attributes were found on interactive elements.",
"howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
},
{
"id": "declarative-tags",
"title": "Detect WebMCP declarative tags",
"status": "informational",
"evidence": {
"totalForms": 1,
"formsWithTags": 0,
"totalInteractive": 136,
"interactiveWithTags": 0,
"totalCount": 137,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input name=\"query\"> is missing a label.",
"<input name=\"query\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description.",
"<input name=\"ot-group-id-C0004\"> is missing tool-param-description.",
"<input name=\"ot-group-id-C0003\"> is missing tool-param-description.",
"<input name=\"ot-group-id-C0002\"> is missing tool-param-description.",
"<input name=\"vendor-search-handler\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description."
]
},
"issue": "No elements found with tool-name or tool-description attributes.",
"howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
},
{
"id": "declarative-annotation-quality",
"title": "Validate WebMCP declarative annotation quality",
"status": "warning",
"evidence": {
"issueCount": 17,
"issues": [
"<input name=\"query\"> is missing a label.",
"<input name=\"query\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description.",
"<input name=\"ot-group-id-C0004\"> is missing tool-param-description.",
"<input name=\"ot-group-id-C0003\"> is missing tool-param-description.",
"<input name=\"ot-group-id-C0002\"> is missing tool-param-description.",
"<input name=\"vendor-search-handler\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description."
]
},
"issue": "WebMCP declarative annotations need fixes.",
"issueDetails": [
{
"title": "WebMCP declarative annotation issues",
"items": [
{
"type": "code",
"value": "<input name=\"query\"> is missing a label."
},
{
"type": "code",
"value": "<input name=\"query\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing a label."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"ot-group-id-C0004\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"ot-group-id-C0003\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"ot-group-id-C0002\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"vendor-search-handler\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
}
]
}
],
"howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
},
{
"id": "imperative-api",
"title": "Detect WebMCP imperative API usage",
"status": "informational",
"evidence": {
"staticSignals": {
"detected": false,
"matched": []
},
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
"howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
},
{
"id": "browser-navigator-injection",
"title": "Detect WebMCP browser navigator injection",
"status": "informational",
"evidence": {
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext was not detected in the rendered browser page.",
"howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
},
{
"id": "surface-coverage",
"title": "Interactive surface coverage",
"status": "informational",
"evidence": {
"totalForms": 1,
"formsWithTags": 0,
"totalInteractive": 136,
"interactiveWithTags": 0,
"totalCount": 137,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input name=\"query\"> is missing a label.",
"<input name=\"query\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description.",
"<input name=\"ot-group-id-C0004\"> is missing tool-param-description.",
"<input name=\"ot-group-id-C0003\"> is missing tool-param-description.",
"<input name=\"ot-group-id-C0002\"> is missing tool-param-description.",
"<input name=\"vendor-search-handler\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description."
]
},
"issue": "Only 0% of interactive surfaces are annotated.",
"howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
}
],
"staticSignals": {
"detected": false,
"matched": []
},
"coverage": {
"totalForms": 1,
"formsWithTags": 0,
"totalInteractive": 136,
"interactiveWithTags": 0,
"totalCount": 137,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input name=\"query\"> is missing a label.",
"<input name=\"query\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing a label.",
"<input> is missing tool-param-description.",
"<input name=\"ot-group-id-C0004\"> is missing tool-param-description.",
"<input name=\"ot-group-id-C0003\"> is missing tool-param-description.",
"<input name=\"ot-group-id-C0002\"> is missing tool-param-description.",
"<input name=\"vendor-search-handler\"> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description."
]
},
"browserWebMcp": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
9 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
9 Fail
Needs attention
AIO: Source and trust signals
01
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Source and trust signals
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Source and trust signals scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "/about",
"text": "About",
"html": "<a data-wf-native-id-path=\"9f51cef2-0eec-ffc0-1261-151e2b448541:8a1d353b-53d8-5004-1007-2acf5361dd5f:a2b5cbbf-b010-3702-dc99-e1de15526a1f:c33e2f7f-a17b-3637-a43d-495668a48c25\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"c33e2f7f-a17b-3637-a43d-495668a48c25\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%2295cd9ccb-e089-c24f-29e7-1160a871abfb%22%2C%22instanceId%22%3A%229f51cef2-0eec-ffc0-1261-151e2b448541%22%7D%2C%7B%22componentId%22%3A%22306e7fb0-243b-976b-e858-85c3..."
},
{
"href": "/about",
"text": "Our Story",
"html": "<a data-wf-native-id-path=\"9f51cef2-0eec-ffc0-1261-151e2b448561:4c754f6b-5e2a-306a-30e2-1dae5153049a\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"4c754f6b-5e2a-306a-30e2-1dae5153049a\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%224c754f6b-5e2a-306a-30e2-1dae51530483%22%2C%22instanceId%22%3A%229f51cef2-0eec-ffc0-1261-151e2b448561%22%7D%5D\" href=\"/about\" class=\"footer16_link\">Our Story</a>"
},
{
"href": "https://www.linkedin.com/company/reputation-com/",
"text": ".cls-1{fill:#004f5d;}",
"html": "<a data-wf-native-id-path=\"9f51cef2-0eec-ffc0-1261-151e2b448561:bdd65b64-39e3-30ee-51cf-be03f23828cc\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"bdd65b64-39e3-30ee-51cf-be03f23828cc\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%224c754f6b-5e2a-306a-30e2-1dae51530483%22%2C%22instanceId%22%3A%229f51cef2-0eec-ffc0-1261-151e2b448561%22%7D%5D\" href=\"https://www.linkedin.com/company/reputation-com/\" target=\"_blank\" class=\"footer16_social-link w-inline-block\"><div class..."
}
],
"contactLinks": [
{
"href": "/solutions/services",
"text": "ServicesSupport that scales with you, from expert implementation to hands-free daily execution.",
"html": "<a data-wf-native-id-path=\"9f51cef2-0eec-ffc0-1261-151e2b448541:8a1d353b-53d8-5004-1007-2acf5361dd5f:a2b5cbbf-b010-3702-dc99-e1de15526a57:b1b53573-20d5-67ba-4799-f33668cfb59a\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"b1b53573-20d5-67ba-4799-f33668cfb59a\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%2295cd9ccb-e089-c24f-29e7-1160a871abfb%22%2C%22instanceId%22%3A%229f51cef2-0eec-ffc0-1261-151e2b448541%22%7D%2C%7B%22componentId%22%3A%22306e7fb0-243b-976b-e858-85c3..."
},
{
"href": "https://support.reputation.com",
"text": "Support",
"html": "<a data-wf-native-id-path=\"9f51cef2-0eec-ffc0-1261-151e2b448541:8a1d353b-53d8-5004-1007-2acf5361dd5f:a2b5cbbf-b010-3702-dc99-e1de15526a89:c33e2f7f-a17b-3637-a43d-495668a48c25\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"c33e2f7f-a17b-3637-a43d-495668a48c25\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%2295cd9ccb-e089-c24f-29e7-1160a871abfb%22%2C%22instanceId%22%3A%229f51cef2-0eec-ffc0-1261-151e2b448541%22%7D%2C%7B%22componentId%22%3A%22306e7fb0-243b-976b-e858-85c3..."
},
{
"href": "/contact",
"text": "Contact",
"html": "<a data-wf--button--variant=\"teal\" data-wf-native-id-path=\"9f51cef2-0eec-ffc0-1261-151e2b448561:4c754f6b-5e2a-306a-30e2-1dae515304bf:198af700-7646-bb77-a6aa-f7e4f8a70b3f\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"198af700-7646-bb77-a6aa-f7e4f8a70b3f\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%224c754f6b-5e2a-306a-30e2-1dae51530483%22%2C%22instanceId%22%3A%229f51cef2-0eec-ffc0-1261-151e2b448561%22%7D%2C%7B%22componentId%22%3A%22198af700-7646-bb77-a6aa-f7e4f8a70..."
}
],
"privacyLinks": [
{
"href": "/legal-information/privacy-notice",
"text": "Privacy",
"html": "<a data-wf-native-id-path=\"9f51cef2-0eec-ffc0-1261-151e2b448561:4c754f6b-5e2a-306a-30e2-1dae515304ca\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"4c754f6b-5e2a-306a-30e2-1dae515304ca\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%224c754f6b-5e2a-306a-30e2-1dae51530483%22%2C%22instanceId%22%3A%229f51cef2-0eec-ffc0-1261-151e2b448561%22%7D%5D\" href=\"/legal-information/privacy-notice\" class=\"footer16_legal-link\">Privacy</a>"
},
{
"href": "/legal-information/terms-of-use",
"text": "Terms",
"html": "<a data-wf-native-id-path=\"9f51cef2-0eec-ffc0-1261-151e2b448561:4c754f6b-5e2a-306a-30e2-1dae515304cc\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"4c754f6b-5e2a-306a-30e2-1dae515304cc\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%224c754f6b-5e2a-306a-30e2-1dae51530483%22%2C%22instanceId%22%3A%229f51cef2-0eec-ffc0-1261-151e2b448561%22%7D%5D\" href=\"/legal-information/terms-of-use\" class=\"footer16_legal-link\">Terms</a>"
},
{
"href": "/legal-information/california-consumer-privacy-act-ccpa",
"text": "CCPA",
"html": "<a data-wf-native-id-path=\"9f51cef2-0eec-ffc0-1261-151e2b448561:4c754f6b-5e2a-306a-30e2-1dae515304d0\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"4c754f6b-5e2a-306a-30e2-1dae515304d0\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%224c754f6b-5e2a-306a-30e2-1dae51530483%22%2C%22instanceId%22%3A%229f51cef2-0eec-ffc0-1261-151e2b448561%22%7D%5D\" href=\"/legal-information/california-consumer-privacy-act-ccpa\" class=\"footer16_legal-link\">CCPA</a>"
},
{
"href": "https://reputation.com/privacy-notice/",
"text": "Privacy Notice",
"html": "<a href=\"https://reputation.com/privacy-notice/\">Privacy Notice</a>"
}
],
"score": 40,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
5 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
5 Fail
Needs attention
AEO: Answer evidence and trust
01
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer evidence and trust
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "/about",
"text": "About",
"html": "<a data-wf-native-id-path=\"9f51cef2-0eec-ffc0-1261-151e2b448541:8a1d353b-53d8-5004-1007-2acf5361dd5f:a2b5cbbf-b010-3702-dc99-e1de15526a1f:c33e2f7f-a17b-3637-a43d-495668a48c25\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"c33e2f7f-a17b-3637-a43d-495668a48c25\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%2295cd9ccb-e089-c24f-29e7-1160a871abfb%22%2C%22instanceId%22%3A%229f51cef2-0eec-ffc0-1261-151e2b448541%22%7D%2C%7B%22componentId%22%3A%22306e7fb0-243b-976b-e858-85c3..."
},
{
"href": "/about",
"text": "Our Story",
"html": "<a data-wf-native-id-path=\"9f51cef2-0eec-ffc0-1261-151e2b448561:4c754f6b-5e2a-306a-30e2-1dae5153049a\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"4c754f6b-5e2a-306a-30e2-1dae5153049a\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%224c754f6b-5e2a-306a-30e2-1dae51530483%22%2C%22instanceId%22%3A%229f51cef2-0eec-ffc0-1261-151e2b448561%22%7D%5D\" href=\"/about\" class=\"footer16_link\">Our Story</a>"
},
{
"href": "https://www.linkedin.com/company/reputation-com/",
"text": ".cls-1{fill:#004f5d;}",
"html": "<a data-wf-native-id-path=\"9f51cef2-0eec-ffc0-1261-151e2b448561:bdd65b64-39e3-30ee-51cf-be03f23828cc\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"bdd65b64-39e3-30ee-51cf-be03f23828cc\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%224c754f6b-5e2a-306a-30e2-1dae51530483%22%2C%22instanceId%22%3A%229f51cef2-0eec-ffc0-1261-151e2b448561%22%7D%5D\" href=\"https://www.linkedin.com/company/reputation-com/\" target=\"_blank\" class=\"footer16_social-link w-inline-block\"><div class..."
}
],
"contactLinks": [
{
"href": "/solutions/services",
"text": "ServicesSupport that scales with you, from expert implementation to hands-free daily execution.",
"html": "<a data-wf-native-id-path=\"9f51cef2-0eec-ffc0-1261-151e2b448541:8a1d353b-53d8-5004-1007-2acf5361dd5f:a2b5cbbf-b010-3702-dc99-e1de15526a57:b1b53573-20d5-67ba-4799-f33668cfb59a\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"b1b53573-20d5-67ba-4799-f33668cfb59a\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%2295cd9ccb-e089-c24f-29e7-1160a871abfb%22%2C%22instanceId%22%3A%229f51cef2-0eec-ffc0-1261-151e2b448541%22%7D%2C%7B%22componentId%22%3A%22306e7fb0-243b-976b-e858-85c3..."
},
{
"href": "https://support.reputation.com",
"text": "Support",
"html": "<a data-wf-native-id-path=\"9f51cef2-0eec-ffc0-1261-151e2b448541:8a1d353b-53d8-5004-1007-2acf5361dd5f:a2b5cbbf-b010-3702-dc99-e1de15526a89:c33e2f7f-a17b-3637-a43d-495668a48c25\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"c33e2f7f-a17b-3637-a43d-495668a48c25\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%2295cd9ccb-e089-c24f-29e7-1160a871abfb%22%2C%22instanceId%22%3A%229f51cef2-0eec-ffc0-1261-151e2b448541%22%7D%2C%7B%22componentId%22%3A%22306e7fb0-243b-976b-e858-85c3..."
},
{
"href": "/contact",
"text": "Contact",
"html": "<a data-wf--button--variant=\"teal\" data-wf-native-id-path=\"9f51cef2-0eec-ffc0-1261-151e2b448561:4c754f6b-5e2a-306a-30e2-1dae515304bf:198af700-7646-bb77-a6aa-f7e4f8a70b3f\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"198af700-7646-bb77-a6aa-f7e4f8a70b3f\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%224c754f6b-5e2a-306a-30e2-1dae51530483%22%2C%22instanceId%22%3A%229f51cef2-0eec-ffc0-1261-151e2b448561%22%7D%2C%7B%22componentId%22%3A%22198af700-7646-bb77-a6aa-f7e4f8a70..."
}
],
"privacyLinks": [
{
"href": "/legal-information/privacy-notice",
"text": "Privacy",
"html": "<a data-wf-native-id-path=\"9f51cef2-0eec-ffc0-1261-151e2b448561:4c754f6b-5e2a-306a-30e2-1dae515304ca\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"4c754f6b-5e2a-306a-30e2-1dae515304ca\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%224c754f6b-5e2a-306a-30e2-1dae51530483%22%2C%22instanceId%22%3A%229f51cef2-0eec-ffc0-1261-151e2b448561%22%7D%5D\" href=\"/legal-information/privacy-notice\" class=\"footer16_legal-link\">Privacy</a>"
},
{
"href": "/legal-information/terms-of-use",
"text": "Terms",
"html": "<a data-wf-native-id-path=\"9f51cef2-0eec-ffc0-1261-151e2b448561:4c754f6b-5e2a-306a-30e2-1dae515304cc\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"4c754f6b-5e2a-306a-30e2-1dae515304cc\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%224c754f6b-5e2a-306a-30e2-1dae51530483%22%2C%22instanceId%22%3A%229f51cef2-0eec-ffc0-1261-151e2b448561%22%7D%5D\" href=\"/legal-information/terms-of-use\" class=\"footer16_legal-link\">Terms</a>"
},
{
"href": "/legal-information/california-consumer-privacy-act-ccpa",
"text": "CCPA",
"html": "<a data-wf-native-id-path=\"9f51cef2-0eec-ffc0-1261-151e2b448561:4c754f6b-5e2a-306a-30e2-1dae515304d0\" data-wf-ao-click-engagement-tracking=\"true\" data-wf-element-id=\"4c754f6b-5e2a-306a-30e2-1dae515304d0\" data-wf-component-context=\"%5B%7B%22componentId%22%3A%224c754f6b-5e2a-306a-30e2-1dae51530483%22%2C%22instanceId%22%3A%229f51cef2-0eec-ffc0-1261-151e2b448561%22%7D%5D\" href=\"/legal-information/california-consumer-privacy-act-ccpa\" class=\"footer16_legal-link\">CCPA</a>"
},
{
"href": "https://reputation.com/privacy-notice/",
"text": "Privacy Notice",
"html": "<a href=\"https://reputation.com/privacy-notice/\">Privacy Notice</a>"
}
],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 72/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 72/100 and needs improvement.
4 Warning
Needs attention
GEO: Entity clarity
01
Issue
Title/H1 terms missing from description: powered, management, software, build, trust, found, drive, revenue, where, customers, make, decisions, today.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Entity clarity
Score
72/100
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 72/100 and needs improvement.
Evidence
{
"title": "Reputation: The #1 AI-Powered Reputation Management Software",
"h1": "Build trust. Be found. Drive revenue—where your customers make decisions today.",
"description": "The Reputation platform turns reviews, listings, and surveys into actionable intelligence—so every location gets clear, prioritized actions. Built for the AI era.",
"topicOverlap": 0.07142857142857142,
"topicTerms": [
"reputation",
"powered",
"management",
"software",
"build",
"trust",
"found",
"drive",
"revenue",
"where",
"customers",
"make",
"decisions",
"today"
],
"descriptionTerms": [
"reputation",
"platform",
"turns",
"reviews",
"listings",
"surveys",
"into",
"actionable",
"intelligence",
"every",
"location",
"gets",
"clear",
"prioritized",
"actions",
"built",
"era"
],
"missingFromDescription": [
"powered",
"management",
"software",
"build",
"trust",
"found",
"drive",
"revenue",
"where",
"customers",
"make",
"decisions",
"today"
],
"score": 72,
"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.
4 Warning
Needs attention
AEO: Answer-first sections
01
Issue
39 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer-first sections
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer-first sections scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 46,
"passing": 7,
"failing": [
{
"heading": "Company",
"headingHtml": "<h3 data-wf--navbar---secondary-heading--heading-font-weight=\"base\" class=\"navbar-secondar-heading heading-5\">Company</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Why Reputation",
"headingHtml": "<h3 class=\"heading-style-h4\">Why Reputation</h3>",
"firstParagraph": "A better way to listen, see, and act to thrive in an intelligent world.",
"paragraphHtml": "<p>A better way to listen, see, and act to thrive in an intelligent world.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Rep Score",
"headingHtml": "<h3 class=\"heading-style-h4\">Rep Score</h3>",
"firstParagraph": "One clear measure of trust and performance that rolls every customer interaction into one score.",
"paragraphHtml": "<p>One clear measure of trust and performance that rolls every customer interaction into one score.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Reputation IQ",
"headingHtml": "<h3 class=\"heading-style-h4\">Reputation IQ</h3>",
"firstParagraph": "Access the full power of your data with natural language questions and zero dashboards required.",
"paragraphHtml": "<p>Access the full power of your data with natural language questions and zero dashboards required.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Competitive Insights",
"headingHtml": "<h3 class=\"heading-style-h4\">Competitive Insights</h3>",
"firstParagraph": "Outperform the competition by seeing what they do, why it works, and how to beat them.",
"paragraphHtml": "<p>Outperform the competition by seeing what they do, why it works, and how to beat them.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "The Marketing Playbook is Being Rewritten",
"headingHtml": "<h3 class=\"heading-style-h4\">The Marketing Playbook is Being Rewritten</h3>",
"firstParagraph": "50% of buyers have ditched traditional search for AI. Learn the new rules of AEO before your brand disappears from the AI shortlist.",
"paragraphHtml": "<p>50% of buyers have ditched traditional search for AI. Learn the new rules of AEO before your brand disappears from the AI shortlist.</p>",
"words": 23,
"direct": false,
"issue": "First paragraph is 23 words and does not look like a concise direct answer."
},
{
"heading": "Industries",
"headingHtml": "<h3 data-wf--navbar---secondary-heading--heading-font-weight=\"base\" class=\"navbar-secondar-heading heading-5\">Industries</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Activate Feedback",
"headingHtml": "<h3 class=\"heading-style-h4\">Activate Feedback</h3>",
"firstParagraph": "Capture, understand, and act on customer signals to turn customer experience into a competitive advantage.",
"paragraphHtml": "<p>Capture, understand, and act on customer signals to turn customer experience into a competitive advantage.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Services",
"headingHtml": "<h3 class=\"heading-style-h4\">Services</h3>",
"firstParagraph": "Support that scales with you, from expert implementation to hands-free daily execution.",
"paragraphHtml": "<p>Support that scales with you, from expert implementation to hands-free daily execution.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "From Search to Sense-Making",
"headingHtml": "<h3 class=\"heading-style-h4\">From Search to Sense-Making</h3>",
"firstParagraph": "The battle has shifted from rankings to answers. Discover how AI transforms discovery and insight in our exclusive product release.",
"paragraphHtml": "<p>The battle has shifted from rankings to answers. Discover how AI transforms discovery and insight in our exclusive product release.</p>",
"words": 20,
"direct": false,
"issue": "First paragraph is 20 words and does not look like a concise direct answer."
},
{
"heading": "Use Cases",
"headingHtml": "<h3 data-wf--navbar---secondary-heading--heading-font-weight=\"base\" class=\"navbar-secondar-heading heading-5\">Use Cases</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "News & Events",
"headingHtml": "<h3 data-wf--navbar---secondary-heading--heading-font-weight=\"base\" class=\"navbar-secondar-heading heading-5\">News & Events</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Industry Leaders",
"headingHtml": "<h3 class=\"heading-style-h4\">Industry Leaders</h3>",
"firstParagraph": "Honoring businesses that set the gold standard in customer satisfaction and brand trust.",
"paragraphHtml": "<p>Honoring businesses that set the gold standard in customer satisfaction and brand trust.<br><br></p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "2026 Consumer Survey Report",
"headingHtml": "<h3 class=\"heading-style-h4\">2026 Consumer Survey Report</h3>",
"firstParagraph": "See the data-driven trends rewriting the rules of U.S. hospitality—and how to lead the transition.",
"paragraphHtml": "<p>See the data-driven trends rewriting the rules of U.S. hospitality—and how to lead the transition.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "The New Rules of Reputation Management",
"headingHtml": "<h3 class=\"heading-style-h4\">The New Rules of Reputation Management</h3>",
"firstParagraph": "Discover how AI has changed the game, and learn how to stay ahead of your competitors.",
"paragraphHtml": "<p>Discover how AI has changed the game, and learn how to stay ahead of your competitors.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Support",
"headingHtml": "<h3 data-wf--navbar---secondary-heading--heading-font-weight=\"base\" class=\"navbar-secondar-heading heading-5\">Support</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Get a Demo",
"headingHtml": "<h3 class=\"modal-heading\">Get a Demo</h3>",
"firstParagraph": "Please submit the form below to schedule a custom demo.",
"paragraphHtml": "<p class=\"modal-subheading\">Please submit the form below to schedule a custom demo.</p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "Get a Demo",
"headingHtml": "<h3 class=\"modal-heading\">Get a Demo</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Always know and always act with greater clarity and control —",
"headingHtml": "<h2 class=\"header-block-heading\">Always know and always act with greater clarity and control —</h2>",
"firstParagraph": "Customer feedback never sleeps—neither should your insights. Reputation’s AI-native platform turns every signal into decisive, revenue-driving action. Track, analyze, and respond to customer reviews across every platform.",
"paragraphHtml": "<p>Customer feedback never sleeps—neither should your insights. Reputation’s AI-native platform turns every signal into decisive, revenue-driving action. Track, analyze, and respond to customer reviews across every platform.</p>",
"words": 29,
"direct": false,
"issue": "First paragraph is 29 words and does not look like a concise direct answer."
},
{
"heading": "One Platform. Built to Perform in the AI Era.",
"headingHtml": "<h2 class=\"header-block-heading\"><strong>One Platform. <br>Built to Perform in the AI Era.</strong></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Reputation® IQ",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Reputation® IQ</strong><br></h3>",
"firstParagraph": "Instant Answers. Operational Action. Ask in plain English and get decision-ready answers from review data—fast.",
"paragraphHtml": "<p class=\"section-grid-paragraph\"><strong><em>Instant Answers.</em></strong><em> <br>Operational Action.</em> Ask in plain English and get decision-ready answers from review data—fast.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Listings + Local SEO",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Listings + Local SEO</strong><br></h3>",
"firstParagraph": "Accuracy at Scale. Visibility in AI. Win AI discovery and local search with structured, always-current brand data.",
"paragraphHtml": "<p class=\"section-grid-paragraph\"><strong><em>Accuracy at Scale.</em></strong><em> </em><strong><em>Visibility in AI.</em></strong> <br>Win AI discovery and local search with structured, always-current brand data.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Reviews & Review Booster",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Reviews & Review Booster</strong><br></h3>",
"firstParagraph": "More Reviews. Faster Response. Generate review volume consistently, protect trust, and improve performance by location.",
"paragraphHtml": "<p class=\"section-grid-paragraph\"><strong><em>More Reviews. Faster Response.</em> <br>‍</strong>Generate review volume consistently, protect trust, and improve performance by location.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Surveys",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Surveys</strong><br></h3>",
"firstParagraph": "Private Feedback. Faster Fixes. Capture the “why,” route it to owners, and turn responses into measurable improvement.",
"paragraphHtml": "<p class=\"section-grid-paragraph\"><strong><em>Private Feedback. Faster Fixes.</em></strong> <br>Capture the “why,” route it to owners, and turn responses into measurable improvement.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Insights",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Insights</strong><br></h3>",
"firstParagraph": "From Signals to Strategy. Unify signals, reveal what’s changing, and prioritize what matters next.",
"paragraphHtml": "<p class=\"section-grid-paragraph\"><strong><em>From Signals to Strategy.</em></strong> <br>Unify signals, reveal what’s changing, and prioritize what matters next.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Competitive Insights",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Competitive Insights</strong><br></h3>",
"firstParagraph": "Benchmark Locally. Win Market Share. See where you stand, where competitors win, and what to change to overtake them.",
"paragraphHtml": "<p class=\"section-grid-paragraph\"><strong><em>Benchmark Locally. Win Market Share.</em></strong> <br>See where you stand, where competitors win, and what to change to overtake them.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Social Suite",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Social Suite</strong><br></h3>",
"firstParagraph": "Publish with Control. Respond in One Place. Centralize publishing and engagement across locations without sacrificing brand consistency.",
"paragraphHtml": "<p class=\"section-grid-paragraph\"><strong><em>Publish with Control. Respond in One Place.</em> <br>‍</strong>Centralize publishing and engagement across locations without sacrificing brand consistency.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Actions",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Actions</strong><br></h3>",
"firstParagraph": "Issue Spotted. Issue Solved. Turn feedback into routed tickets with tracking and accountability—across every location.",
"paragraphHtml": "<p class=\"section-grid-paragraph\"><strong><em>Issue Spotted. Issue Solved.</em> <br>‍</strong>Turn feedback into routed tickets with tracking and accountability—across every location.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "AI built-in. Not bolt-on.",
"headingHtml": "<h2 class=\"header-block-heading\">AI built-in. Not bolt-on.</h2>",
"firstParagraph": "",
"paragraphHtml": "<p>‍</p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
},
{
"heading": "Your Customers Understood. Your Teams Empowered. Your Industry—Already Built In.",
"headingHtml": "<h2 class=\"header-block-heading\"><strong>Your Customers Understood. Your Teams Empowered. Your Industry—Already Built In.</strong></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Automotive",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Automotive</strong><br></h3>",
"firstParagraph": "Drive More FeedbackAccelerate SalesImprove Satisfaction",
"paragraphHtml": "<p class=\"section-grid-paragraph\">Drive More Feedback<br>Accelerate Sales<br>Improve Satisfaction</p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "Healthcare",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Healthcare</strong><br></h3>",
"firstParagraph": "Real-Time FeedbackBetter Service RecoveryBuild Trust at Scale",
"paragraphHtml": "<p class=\"section-grid-paragraph\">Real-Time Feedback<br>Better Service Recovery<br>Build Trust at Scale</p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "Food & Beverage",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Food & Beverage</strong><br></h3>",
"firstParagraph": "Enhance VisibilityAttract CustomersIdentify Opportunities",
"paragraphHtml": "<p class=\"section-grid-paragraph\">Enhance Visibility<br>Attract Customers<br>Identify Opportunities</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "Real Estate",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Real Estate</strong><br></h3>",
"firstParagraph": "Elevate OccupancyRetain ResidentsOutpace Competitors",
"paragraphHtml": "<p class=\"section-grid-paragraph\">Elevate Occupancy<br>Retain Residents<br>Outpace Competitors</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "Care & Living",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Care & Living</strong><br></h3>",
"firstParagraph": "Increase Tour RequestsResolve Issues FasterEarn Family Trust",
"paragraphHtml": "<p class=\"section-grid-paragraph\">Increase Tour Requests<br>Resolve Issues Faster<br>Earn Family Trust</p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "Retail",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Retail</strong><br></h3>",
"firstParagraph": "Win More Foot TrafficProtect Brand ConsistencyTurn Feedback Into Improvements",
"paragraphHtml": "<p class=\"section-grid-paragraph\">Win More Foot Traffic<br>Protect Brand Consistency<br>Turn Feedback Into Improvements</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Financial Services",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Financial Services</strong><br></h3>",
"firstParagraph": "Strengthen Client TrustRespond Securely & CompliantlyGrow Referrals & New Accounts",
"paragraphHtml": "<p class=\"section-grid-paragraph\">Strengthen Client Trust<br>Respond Securely & Compliantly<br>Grow Referrals & New Accounts</p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "Privacy Preference Center",
"headingHtml": "<h2 id=\"ot-pc-title\">Privacy Preference Center</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Cookie List",
"headingHtml": "<h3>Cookie List</h3>",
"firstParagraph": "",
"paragraphHtml": "<p role=\"status\" class=\"ot-scrn-rdr\"></p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
3 Warning
Needs attention
AEO: Question-led structure
01
Issue
No question-led h2 sections or FAQ pattern was detected.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Question-led structure
Score
50/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Question-led structure scored 50/100 and needs improvement.
Evidence
{
"h2Count": 6,
"questionH2s": [],
"hasFaq": false,
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 70/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 70/100 and needs improvement.
2 Warning
Needs attention
AIO: Page experience for AIO
01
Issue
46 image(s) are missing width/height attributes. 21 possible modal/interstitial element(s) detected.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
70/100
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 70/100 and needs improvement.
Evidence
{
"viewportContent": "width=device-width, initial-scale=1",
"visibleWords": 1451,
"htmlBytes": 323954,
"imagesMissingDimensions": [
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"width": "",
"height": "",
"loading": "lazy",
"html": "<img loading=\"lazy\" src=\"https://cdn.prod.website-files.com/68f14ae7c649d87c7fb35781/69021dc33d6214d39e086351_SVG_Reputation_Logo_Horizontal_Dark.svg\" alt=\"Reputation company logo\" class=\"navbar28_logo\">"
},
{
"src": "https://cdn.prod.website-files.com/68f14ae7c649d87c7fb35781/6938eaf4c8cd2fefa0d04dd2_hero-bragging-1024x682.avif",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"Woman with long hair leaning over a table, focusing intently on an open laptop screen in a dimly lit office.\" loading=\"lazy\" src=\"https://cdn.prod.website-files.com/68f14ae7c649d87c7fb35781/6938eaf4c8cd2fefa0d04dd2_hero-bragging-1024x682.avif\" class=\"navbar28_background-image\">"
},
{
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"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"Person working on multiple computer monitors displaying code and software diagrams in a modern office.\" loading=\"lazy\" src=\"https://cdn.prod.website-files.com/68f14ae7c649d87c7fb35781/6938ebf50ee726c092c15bf4_hero-integrations-1024x682.avif\" class=\"navbar28_background-image\">"
},
{
"src": "https://cdn.prod.website-files.com/68f14ae7c649d87c7fb35781/6949a2be87ffbe98c94881c5_fec1ec4a552227e3b1c986d56b1ae40f_nav-rep-iq.jpg",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/68f14ae7c649d87c7fb35781/6949a2be87ffbe98c94881c5_fec1ec4a552227e3b1c986d56b1ae40f_nav-rep-iq.jpg\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/68f14ae7c649d87c7fb35781/6949a2be87ffbe98c94881c5_fec1ec4a552227e3b1c986d56b1ae40f_nav-rep-iq-p-500.jpg 500w, https://cdn.prod.website-files.com/68f14ae7c649d87c7fb35781/6949a2be87ffbe98c94881c5_fec1ec4a552227e3b1c986d56b1ae40f_nav-rep-iq.jpg 550w\" class=\"navbar28_background-i..."
},
{
"src": "https://cdn.prod.website-files.com/68f14ae7c649d87c7fb35781/6948845515b7116024eacde6_insights.jpg",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt loading=\"lazy\" src=\"https://cdn.prod.website-files.com/68f14ae7c649d87c7fb35781/6948845515b7116024eacde6_insights.jpg\" sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/68f14ae7c649d87c7fb35781/6948845515b7116024eacde6_insights-p-500.jpg 500w, https://cdn.prod.website-files.com/68f14ae7c649d87c7fb35781/6948845515b7116024eacde6_insights-p-800.jpg 800w, https://cdn.prod.website-files.com/68f14ae7c649d87c7fb35781/6948845515b7116024eacde6_insights.jpg 1000w\" class=\"navbar28_backgr..."
},
{
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"height": "",
"loading": "lazy",
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"src": "https://cdn.cookielaw.org/logos/static/powered_by_logo.svg",
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"height": "",
"loading": "",
"html": "<img alt=\"Powered by Onetrust\" src=\"https://cdn.cookielaw.org/logos/static/powered_by_logo.svg\" title=\"Powered by OneTrust Opens in a new Tab\">"
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"<div role=\"dialog\" aria-modal=\"true\" style=\"height: 100%;\" aria-label=\"Privacy Preference Center\"><!-- Close Button --><div class=\"ot-pc-header\"><!-- Logo Tag --><div class=\"ot-pc-logo\" role=\"img\" aria-label=\"Company Logo\"><img alt=\"Company Logo\" src=\"https://cdn.cookielaw.org/logos/static/ot_company_logo.png\"></div><button id=\"close-pc-btn-handler\" class=\"ot-close-icon\" aria-label=\"Close preference center\" style=\"background-image: url("https://cdn.cookielaw.org/logos/static/ot_close.svg...",
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}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
2 Warning
Needs attention
GEO: Explanatory content depth
01
Issue
6 explanatory paragraph(s) could be stronger for citation or AI extraction.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Explanatory content depth
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Explanatory content depth scored 75/100 and needs improvement.
Evidence
{
"candidatePassages": 6,
"citablePassages": 0,
"failingCandidateParagraphs": [
{
"index": 14,
"heading": "H1: Build trust. Be found. Drive revenue—where your customers make decisions today.",
"text": "The Reputation platform turns reviews, listings, and surveys into actionable intelligence—so every location gets clear, prioritized actions. Built for the AI era, it helps local teams move fast while giving leaders control to measure impact and drive accountability at scale.",
"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 Reputation platform turns reviews, listings, and surveys into actionable intelligence—so every location gets clear, prioritized actions. Built for the AI era, it helps local teams move fast while giving leaders control to measure impact and drive accountability at scale.</p>"
},
{
"index": 36,
"heading": "H3: Your Customers Understood.",
"text": "With 15 years of industry-specific development, the Reputation platform adapts to your business because it was built from the strategies that define it. From car dealerships to clinics, franchises to care homes—Reputation adapts to your industry because it was shaped by it.",
"words": 43,
"hasEvidence": true,
"reasons": [
"Too short for a citation-ready passage (43 words; target 80-220)."
],
"html": "<p>With 15 years of industry-specific development, the Reputation platform adapts to your business because it was built from the strategies that define it. From car dealerships to clinics, franchises to care homes—Reputation adapts to your industry because it was shaped by it.</p>"
},
{
"index": 38,
"heading": "H4: Essential Cookies",
"text": "These cookies are necessary for the website to function and cannot be switched off in our systems. They are usually only set in response to actions made by you which amount to a request for services, such as setting your privacy preferences, logging in or filling in forms. You can set your browser to block or alert you about these cookies, but some parts of the site will not then work. These cookies do not store a...",
"words": 80,
"hasEvidence": false,
"reasons": [
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"ot-acc-grpdesc ot-category-desc\" id=\"ot-desc-id-C0001\">These cookies are necessary for the website to function and cannot be switched off in our systems. They are usually only set in response to actions made by you which amount to a request for services, such as setting your privacy preferences, logging in or filling in forms. You can set your browser to block or alert you about these cookies, but some parts of the site will not then work. These cookies do not store any personally i..."
},
{
"index": 39,
"heading": "H4: Marketing Cookies",
"text": "These cookies may be set through our site by our advertising partners. They may be used by those companies to build a profile of your interests and show you relevant adverts on other sites. They do not store directly personal information, but are based on uniquely identifying your browser and internet device. If you do not allow these cookies, you will experience less targeted advertising.",
"words": 65,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (65 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"ot-acc-grpdesc ot-category-desc\" id=\"ot-desc-id-C0004\">These cookies may be set through our site by our advertising partners. They may be used by those companies to build a profile of your interests and show you relevant adverts on other sites. They do not store directly personal information, but are based on uniquely identifying your browser and internet device. If you do not allow these cookies, you will experience less targeted advertising.</p>"
},
{
"index": 40,
"heading": "H4: Functional Cookies",
"text": "These cookies enable the website to provide enhanced functionality and personalisation. They may be set by us or by third party providers whose services we have added to our pages. If you do not allow these cookies then some or all of these services may not function properly.",
"words": 48,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (48 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"ot-acc-grpdesc ot-category-desc\" id=\"ot-desc-id-C0003\">These cookies enable the website to provide enhanced functionality and personalisation. They may be set by us or by third party providers whose services we have added to our pages. If you do not allow these cookies then some or all of these services may not function properly.</p>"
},
{
"index": 41,
"heading": "H4: Performance Cookies",
"text": "These cookies allow us to count visits and traffic sources so we can measure and improve the performance of our site. They help us to know which pages are the most and least popular and see how visitors move around the site. All information these cookies collect is aggregated and therefore anonymous. If you do not allow these cookies we will not know when you have visited our site, and will not be able to monitor...",
"words": 78,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (78 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"ot-acc-grpdesc ot-category-desc\" id=\"ot-desc-id-C0002\">These cookies allow us to count visits and traffic sources so we can measure and improve the performance of our site. They help us to know which pages are the most and least popular and see how visitors move around the site. All information these cookies collect is aggregated and therefore anonymous. If you do not allow these cookies we will not know when you have visited our site, and will not be able to monitor its performance..."
}
],
"citableParagraphs": [],
"score": 75,
"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.
2 Warning
Needs attention
AIO: Answer block readiness
01
Issue
39 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Answer block readiness
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Answer block readiness scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 46,
"passing": 7,
"failing": [
{
"heading": "Company",
"headingHtml": "<h3 data-wf--navbar---secondary-heading--heading-font-weight=\"base\" class=\"navbar-secondar-heading heading-5\">Company</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Why Reputation",
"headingHtml": "<h3 class=\"heading-style-h4\">Why Reputation</h3>",
"firstParagraph": "A better way to listen, see, and act to thrive in an intelligent world.",
"paragraphHtml": "<p>A better way to listen, see, and act to thrive in an intelligent world.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Rep Score",
"headingHtml": "<h3 class=\"heading-style-h4\">Rep Score</h3>",
"firstParagraph": "One clear measure of trust and performance that rolls every customer interaction into one score.",
"paragraphHtml": "<p>One clear measure of trust and performance that rolls every customer interaction into one score.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Reputation IQ",
"headingHtml": "<h3 class=\"heading-style-h4\">Reputation IQ</h3>",
"firstParagraph": "Access the full power of your data with natural language questions and zero dashboards required.",
"paragraphHtml": "<p>Access the full power of your data with natural language questions and zero dashboards required.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Competitive Insights",
"headingHtml": "<h3 class=\"heading-style-h4\">Competitive Insights</h3>",
"firstParagraph": "Outperform the competition by seeing what they do, why it works, and how to beat them.",
"paragraphHtml": "<p>Outperform the competition by seeing what they do, why it works, and how to beat them.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "The Marketing Playbook is Being Rewritten",
"headingHtml": "<h3 class=\"heading-style-h4\">The Marketing Playbook is Being Rewritten</h3>",
"firstParagraph": "50% of buyers have ditched traditional search for AI. Learn the new rules of AEO before your brand disappears from the AI shortlist.",
"paragraphHtml": "<p>50% of buyers have ditched traditional search for AI. Learn the new rules of AEO before your brand disappears from the AI shortlist.</p>",
"words": 23,
"direct": false,
"issue": "First paragraph is 23 words and does not look like a concise direct answer."
},
{
"heading": "Industries",
"headingHtml": "<h3 data-wf--navbar---secondary-heading--heading-font-weight=\"base\" class=\"navbar-secondar-heading heading-5\">Industries</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Activate Feedback",
"headingHtml": "<h3 class=\"heading-style-h4\">Activate Feedback</h3>",
"firstParagraph": "Capture, understand, and act on customer signals to turn customer experience into a competitive advantage.",
"paragraphHtml": "<p>Capture, understand, and act on customer signals to turn customer experience into a competitive advantage.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Services",
"headingHtml": "<h3 class=\"heading-style-h4\">Services</h3>",
"firstParagraph": "Support that scales with you, from expert implementation to hands-free daily execution.",
"paragraphHtml": "<p>Support that scales with you, from expert implementation to hands-free daily execution.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "From Search to Sense-Making",
"headingHtml": "<h3 class=\"heading-style-h4\">From Search to Sense-Making</h3>",
"firstParagraph": "The battle has shifted from rankings to answers. Discover how AI transforms discovery and insight in our exclusive product release.",
"paragraphHtml": "<p>The battle has shifted from rankings to answers. Discover how AI transforms discovery and insight in our exclusive product release.</p>",
"words": 20,
"direct": false,
"issue": "First paragraph is 20 words and does not look like a concise direct answer."
},
{
"heading": "Use Cases",
"headingHtml": "<h3 data-wf--navbar---secondary-heading--heading-font-weight=\"base\" class=\"navbar-secondar-heading heading-5\">Use Cases</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "News & Events",
"headingHtml": "<h3 data-wf--navbar---secondary-heading--heading-font-weight=\"base\" class=\"navbar-secondar-heading heading-5\">News & Events</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Industry Leaders",
"headingHtml": "<h3 class=\"heading-style-h4\">Industry Leaders</h3>",
"firstParagraph": "Honoring businesses that set the gold standard in customer satisfaction and brand trust.",
"paragraphHtml": "<p>Honoring businesses that set the gold standard in customer satisfaction and brand trust.<br><br></p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "2026 Consumer Survey Report",
"headingHtml": "<h3 class=\"heading-style-h4\">2026 Consumer Survey Report</h3>",
"firstParagraph": "See the data-driven trends rewriting the rules of U.S. hospitality—and how to lead the transition.",
"paragraphHtml": "<p>See the data-driven trends rewriting the rules of U.S. hospitality—and how to lead the transition.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "The New Rules of Reputation Management",
"headingHtml": "<h3 class=\"heading-style-h4\">The New Rules of Reputation Management</h3>",
"firstParagraph": "Discover how AI has changed the game, and learn how to stay ahead of your competitors.",
"paragraphHtml": "<p>Discover how AI has changed the game, and learn how to stay ahead of your competitors.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Support",
"headingHtml": "<h3 data-wf--navbar---secondary-heading--heading-font-weight=\"base\" class=\"navbar-secondar-heading heading-5\">Support</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Get a Demo",
"headingHtml": "<h3 class=\"modal-heading\">Get a Demo</h3>",
"firstParagraph": "Please submit the form below to schedule a custom demo.",
"paragraphHtml": "<p class=\"modal-subheading\">Please submit the form below to schedule a custom demo.</p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "Get a Demo",
"headingHtml": "<h3 class=\"modal-heading\">Get a Demo</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Always know and always act with greater clarity and control —",
"headingHtml": "<h2 class=\"header-block-heading\">Always know and always act with greater clarity and control —</h2>",
"firstParagraph": "Customer feedback never sleeps—neither should your insights. Reputation’s AI-native platform turns every signal into decisive, revenue-driving action. Track, analyze, and respond to customer reviews across every platform.",
"paragraphHtml": "<p>Customer feedback never sleeps—neither should your insights. Reputation’s AI-native platform turns every signal into decisive, revenue-driving action. Track, analyze, and respond to customer reviews across every platform.</p>",
"words": 29,
"direct": false,
"issue": "First paragraph is 29 words and does not look like a concise direct answer."
},
{
"heading": "One Platform. Built to Perform in the AI Era.",
"headingHtml": "<h2 class=\"header-block-heading\"><strong>One Platform. <br>Built to Perform in the AI Era.</strong></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Reputation® IQ",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Reputation® IQ</strong><br></h3>",
"firstParagraph": "Instant Answers. Operational Action. Ask in plain English and get decision-ready answers from review data—fast.",
"paragraphHtml": "<p class=\"section-grid-paragraph\"><strong><em>Instant Answers.</em></strong><em> <br>Operational Action.</em> Ask in plain English and get decision-ready answers from review data—fast.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Listings + Local SEO",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Listings + Local SEO</strong><br></h3>",
"firstParagraph": "Accuracy at Scale. Visibility in AI. Win AI discovery and local search with structured, always-current brand data.",
"paragraphHtml": "<p class=\"section-grid-paragraph\"><strong><em>Accuracy at Scale.</em></strong><em> </em><strong><em>Visibility in AI.</em></strong> <br>Win AI discovery and local search with structured, always-current brand data.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Reviews & Review Booster",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Reviews & Review Booster</strong><br></h3>",
"firstParagraph": "More Reviews. Faster Response. Generate review volume consistently, protect trust, and improve performance by location.",
"paragraphHtml": "<p class=\"section-grid-paragraph\"><strong><em>More Reviews. Faster Response.</em> <br>‍</strong>Generate review volume consistently, protect trust, and improve performance by location.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Surveys",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Surveys</strong><br></h3>",
"firstParagraph": "Private Feedback. Faster Fixes. Capture the “why,” route it to owners, and turn responses into measurable improvement.",
"paragraphHtml": "<p class=\"section-grid-paragraph\"><strong><em>Private Feedback. Faster Fixes.</em></strong> <br>Capture the “why,” route it to owners, and turn responses into measurable improvement.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Insights",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Insights</strong><br></h3>",
"firstParagraph": "From Signals to Strategy. Unify signals, reveal what’s changing, and prioritize what matters next.",
"paragraphHtml": "<p class=\"section-grid-paragraph\"><strong><em>From Signals to Strategy.</em></strong> <br>Unify signals, reveal what’s changing, and prioritize what matters next.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Competitive Insights",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Competitive Insights</strong><br></h3>",
"firstParagraph": "Benchmark Locally. Win Market Share. See where you stand, where competitors win, and what to change to overtake them.",
"paragraphHtml": "<p class=\"section-grid-paragraph\"><strong><em>Benchmark Locally. Win Market Share.</em></strong> <br>See where you stand, where competitors win, and what to change to overtake them.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Social Suite",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Social Suite</strong><br></h3>",
"firstParagraph": "Publish with Control. Respond in One Place. Centralize publishing and engagement across locations without sacrificing brand consistency.",
"paragraphHtml": "<p class=\"section-grid-paragraph\"><strong><em>Publish with Control. Respond in One Place.</em> <br>‍</strong>Centralize publishing and engagement across locations without sacrificing brand consistency.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Actions",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Actions</strong><br></h3>",
"firstParagraph": "Issue Spotted. Issue Solved. Turn feedback into routed tickets with tracking and accountability—across every location.",
"paragraphHtml": "<p class=\"section-grid-paragraph\"><strong><em>Issue Spotted. Issue Solved.</em> <br>‍</strong>Turn feedback into routed tickets with tracking and accountability—across every location.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "AI built-in. Not bolt-on.",
"headingHtml": "<h2 class=\"header-block-heading\">AI built-in. Not bolt-on.</h2>",
"firstParagraph": "",
"paragraphHtml": "<p>‍</p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
},
{
"heading": "Your Customers Understood. Your Teams Empowered. Your Industry—Already Built In.",
"headingHtml": "<h2 class=\"header-block-heading\"><strong>Your Customers Understood. Your Teams Empowered. Your Industry—Already Built In.</strong></h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Automotive",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Automotive</strong><br></h3>",
"firstParagraph": "Drive More FeedbackAccelerate SalesImprove Satisfaction",
"paragraphHtml": "<p class=\"section-grid-paragraph\">Drive More Feedback<br>Accelerate Sales<br>Improve Satisfaction</p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "Healthcare",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Healthcare</strong><br></h3>",
"firstParagraph": "Real-Time FeedbackBetter Service RecoveryBuild Trust at Scale",
"paragraphHtml": "<p class=\"section-grid-paragraph\">Real-Time Feedback<br>Better Service Recovery<br>Build Trust at Scale</p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "Food & Beverage",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Food & Beverage</strong><br></h3>",
"firstParagraph": "Enhance VisibilityAttract CustomersIdentify Opportunities",
"paragraphHtml": "<p class=\"section-grid-paragraph\">Enhance Visibility<br>Attract Customers<br>Identify Opportunities</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "Real Estate",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Real Estate</strong><br></h3>",
"firstParagraph": "Elevate OccupancyRetain ResidentsOutpace Competitors",
"paragraphHtml": "<p class=\"section-grid-paragraph\">Elevate Occupancy<br>Retain Residents<br>Outpace Competitors</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "Care & Living",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Care & Living</strong><br></h3>",
"firstParagraph": "Increase Tour RequestsResolve Issues FasterEarn Family Trust",
"paragraphHtml": "<p class=\"section-grid-paragraph\">Increase Tour Requests<br>Resolve Issues Faster<br>Earn Family Trust</p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "Retail",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Retail</strong><br></h3>",
"firstParagraph": "Win More Foot TrafficProtect Brand ConsistencyTurn Feedback Into Improvements",
"paragraphHtml": "<p class=\"section-grid-paragraph\">Win More Foot Traffic<br>Protect Brand Consistency<br>Turn Feedback Into Improvements</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Financial Services",
"headingHtml": "<h3 class=\"heading-style-h4\"><strong>Financial Services</strong><br></h3>",
"firstParagraph": "Strengthen Client TrustRespond Securely & CompliantlyGrow Referrals & New Accounts",
"paragraphHtml": "<p class=\"section-grid-paragraph\">Strengthen Client Trust<br>Respond Securely & Compliantly<br>Grow Referrals & New Accounts</p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "Privacy Preference Center",
"headingHtml": "<h2 id=\"ot-pc-title\">Privacy Preference Center</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Cookie List",
"headingHtml": "<h3>Cookie List</h3>",
"firstParagraph": "",
"paragraphHtml": "<p role=\"status\" class=\"ot-scrn-rdr\"></p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
2 Warning
Needs attention
GEO: Extraction-friendly structure
01
Issue
Missing extraction signals: optional top summary / TL;DR / key takeaways block, table with <thead> only if the page already has tabular/comparative data, ordered list only if the page explains a workflow/process, optional visible FAQ or FAQPage schema.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Extraction-friendly structure
Score
85/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
Evidence
{
"hasSummary": false,
"tableCount": 0,
"tablesWithHead": 0,
"tablesMissingThead": [],
"orderedLists": 0,
"hasFaq": false,
"definitionPatterns": 9,
"schemaBlocks": 1,
"missingSignals": [
"optional top summary / TL;DR / key takeaways block",
"table with <thead> only if the page already has tabular/comparative data",
"ordered list only if the page explains a workflow/process",
"optional visible FAQ or FAQPage schema"
],
"score": 85,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 77/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 77/100 and needs improvement.
2 Warning
Needs attention
AEO: Entity and definition clarity
01
Issue
Entity or definition gaps: powered, management, software, build, trust, found, drive, revenue, where, customers, make, decisions, today.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Entity and definition clarity
Score
77/100
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 77/100 and needs improvement.
Evidence
{
"title": "Reputation: The #1 AI-Powered Reputation Management Software",
"h1": "Build trust. Be found. Drive revenue—where your customers make decisions today.",
"description": "The Reputation platform turns reviews, listings, and surveys into actionable intelligence—so every location gets clear, prioritized actions. Built for the AI era.",
"topicOverlap": 0.07142857142857142,
"definitionCount": 9,
"topicTerms": [
"reputation",
"powered",
"management",
"software",
"build",
"trust",
"found",
"drive",
"revenue",
"where",
"customers",
"make",
"decisions",
"today"
],
"descriptionTerms": [
"reputation",
"platform",
"turns",
"reviews",
"listings",
"surveys",
"into",
"actionable",
"intelligence",
"every",
"location",
"gets",
"clear",
"prioritized",
"actions",
"built",
"era"
],
"missingFromDescription": [
"powered",
"management",
"software",
"build",
"trust",
"found",
"drive",
"revenue",
"where",
"customers",
"make",
"decisions",
"today"
],
"score": 77,
"weight": 18
}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.
1 Warning
Needs attention
AEO: Answer intent coverage
01
Issue
Missing likely AI Overview intent sections: what, how, benefits, cost, compare.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "Get Your Locations Chosen in AI Search",
"html": "<h2>Get Your Locations <strong>Chosen in AI Search</strong></h2>"
},
{
"text": "Always know and always act with greater clarity and control —",
"html": "<h2 class=\"header-block-heading\">Always know and always act with greater clarity and control —</h2>"
},
{
"text": "One Platform. Built to Perform in the AI Era.",
"html": "<h2 class=\"header-block-heading\"><strong>One Platform. <br>Built to Perform in the AI Era.</strong></h2>"
},
{
"text": "AI built-in. Not bolt-on.",
"html": "<h2 class=\"header-block-heading\">AI built-in. Not bolt-on.</h2>"
},
{
"text": "Your Customers Understood. Your Teams Empowered. Your Industry—Already Built In.",
"html": "<h2 class=\"header-block-heading\"><strong>Your Customers Understood. Your Teams Empowered. Your Industry—Already Built In.</strong></h2>"
},
{
"text": "Privacy Preference Center",
"html": "<h2 id=\"ot-pc-title\">Privacy Preference Center</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Reputation: The #1 AI-Powered Reputation Mana...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Reputation: The #1 AI-Powered Reputation Mana... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Reputation: The #1 AI-Powered Reputation Mana...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Reputation: The #1 AI-Powered Reputation Mana... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Reputation: The #1 AI-Powered Reputation Mana... compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Reputation: The #1 AI-Powered Reputation Mana...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Reputation: The #1 AI-Powered Reputation Mana... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Reputation: The #1 AI-Powered Reputation Mana...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Reputation: The #1 AI-Powered Reputation Mana... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Reputation: The #1 AI-Powered Reputation Mana... compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Informational
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Informational
Needs attention
AI context endpoint
01
Issue
AI context endpoint is informational for this page.
02
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
100/100
Status
informational
Category
API
Maturity
Emerging recommendation
Goal
Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.
Result
AI context endpoint is informational for this page.
Validation steps
Fetch to find resource
AI context endpoint was not found at the expected path.
Evidence
{
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/ai/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 10716
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 10716
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 10716
}
]
},
"issue": "AI context endpoint was not found at the expected path.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
Needs attention
AIO: Query intent coverage
01
Issue
Missing likely AI Overview intent sections: what, how, benefits, cost, compare.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [
{
"text": "Get Your Locations Chosen in AI Search",
"html": "<h2>Get Your Locations <strong>Chosen in AI Search</strong></h2>"
},
{
"text": "Always know and always act with greater clarity and control —",
"html": "<h2 class=\"header-block-heading\">Always know and always act with greater clarity and control —</h2>"
},
{
"text": "One Platform. Built to Perform in the AI Era.",
"html": "<h2 class=\"header-block-heading\"><strong>One Platform. <br>Built to Perform in the AI Era.</strong></h2>"
},
{
"text": "AI built-in. Not bolt-on.",
"html": "<h2 class=\"header-block-heading\">AI built-in. Not bolt-on.</h2>"
},
{
"text": "Your Customers Understood. Your Teams Empowered. Your Industry—Already Built In.",
"html": "<h2 class=\"header-block-heading\"><strong>Your Customers Understood. Your Teams Empowered. Your Industry—Already Built In.</strong></h2>"
},
{
"text": "Privacy Preference Center",
"html": "<h2 id=\"ot-pc-title\">Privacy Preference Center</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Reputation: The #1 AI-Powered Reputation Mana...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Reputation: The #1 AI-Powered Reputation Mana... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Reputation: The #1 AI-Powered Reputation Mana...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Reputation: The #1 AI-Powered Reputation Mana... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Reputation: The #1 AI-Powered Reputation Mana... compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Reputation: The #1 AI-Powered Reputation Mana...?",
"pattern": {}
},
{
"id": "how",
"label": "How does Reputation: The #1 AI-Powered Reputation Mana... work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Reputation: The #1 AI-Powered Reputation Mana...?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Reputation: The #1 AI-Powered Reputation Mana... free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Reputation: The #1 AI-Powered Reputation Mana... 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.
Informational
Needs attention
Auth.md Agent Registration
01
Issue
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.
02
Why it matters
Agent registration metadata lets automated clients find the registration path, supported identity types, credential types, and related claim or revocation endpoints without scraping human docs.
Check name
Auth.md Agent Registration
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish Auth.md and agent_auth metadata so agents can discover registration and credential requirements.
Result
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Validation steps
Fetch and validate /auth.md
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.
Publish protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate agent_auth authorization metadata
OAuth authorization server metadata could not be fetched.
Evidence
{
"failedStep": "auth-md",
"steps": [
{
"id": "auth-md",
"title": "Fetch and validate /auth.md",
"status": "fail",
"evidence": {
"path": "/auth.md",
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 10716,
"validation": {
"valid": false,
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
"compatibleContentType": false,
"contentLength": 9346,
"hasRegisterInstructions": false,
"hasProtectedResourceLink": false,
"hasAuthorizationServerLink": false,
"mentionsIdentity": false,
"mentionsCredential": false,
"links": [
"https://cdn.prod.website-files.com\"",
"/title",
"https://cdn.prod.website-files.com/68f14ae7c649d87c7fb35781/css/reputation-98e4c4.shared.7b9ae0f2b.min.css\"",
"/css",
"https://cdn.prod.website-files.com/68f14ae7c649d87c7fb35781/css/reputation-98e4c4.68f14ae9c649d87c7fb357d6.3b2b12596.opt.min.css\"",
"/css",
"/javascript",
"/script",
"https://cdn.prod.website-files.com/68f14ae7c649d87c7fb35781/6949c3a444ed0c4b4d764e95_logo.png\"",
"/x-icon"
],
"rawExcerpt": "<!DOCTYPE html><!-- Last Published: Tue Jun 09 2026 20:10:57 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"reputation.com\" data-wf-page=\"68f14ae9c649d87c7fb357d6\" data-wf-site=\"68f14ae7c649d87c7fb35781\" data-wf-intellimize-customer-id=\"117255363\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Not Found</title><meta content=\"Not Found\" property=\"og:title\"/><meta content=\"Not Found\" name=\"twitter:title\"/><meta content=\"width=device-width, initial-scale=1\" name=\"viewport\"/><link href=\"https://cdn.prod.website-files.com/68f14ae7c649d87c7fb35781/css/reputation-98e4c4.shared.7b9ae0f2b.min.css\" rel=\"stylesheet\" type=\"text/css\" integrity=\"sha384-e5rg8rkUznThNhjbEkBExYsItanYoA3GjScYBTSZsM6vuUnj"
}
},
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
"howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
},
{
"id": "oauth-protected-resource",
"title": "Publish protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88,
"text": "<!DOCTYPE html>\n<html>\n <body>\n <p>Invalid .well-known request</p>\n </body>\n</html>"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
},
{
"id": "agent-auth-block",
"title": "Validate agent_auth authorization metadata",
"status": "fail",
"evidence": {
"valid": false,
"issue": "OAuth authorization server metadata could not be fetched.",
"fetch": {
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88,
"text": "<!DOCTYPE html>\n<html>\n <body>\n <p>Invalid .well-known request</p>\n </body>\n</html>"
}
},
"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": 3,
"signals": [
{
"source": "visible-text",
"weight": 3,
"match": "login"
}
]
},
"resourceFetchSucceeded": false
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Q&A and FAQ opportunities
GEO: Q&A and FAQ opportunities is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Q&A and FAQ opportunities
GEO: Q&A and FAQ opportunities is informational for this page.
Informational
Needs attention
GEO: Q&A and FAQ opportunities
01
Issue
6 h2 heading(s) are not phrased as questions; this is optional and only useful where Q&A wording is natural. No visible FAQ or FAQPage schema was detected; this is optional unless the page answers common questions.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Q&A and FAQ opportunities
Score
75/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Q&A and FAQ opportunities is informational for this page.
Evidence
{
"h2Count": 6,
"questionH2s": 0,
"hasFaq": false,
"nonQuestionH2s": [
{
"index": 1,
"text": "Get Your Locations Chosen in AI Search",
"isQuestion": false,
"html": "<h2>Get Your Locations <strong>Chosen in AI Search</strong></h2>"
},
{
"index": 2,
"text": "Always know and always act with greater clarity and control —",
"isQuestion": false,
"html": "<h2 class=\"header-block-heading\">Always know and always act with greater clarity and control —</h2>"
},
{
"index": 3,
"text": "One Platform. Built to Perform in the AI Era.",
"isQuestion": false,
"html": "<h2 class=\"header-block-heading\"><strong>One Platform. <br>Built to Perform in the AI Era.</strong></h2>"
},
{
"index": 4,
"text": "AI built-in. Not bolt-on.",
"isQuestion": false,
"html": "<h2 class=\"header-block-heading\">AI built-in. Not bolt-on.</h2>"
},
{
"index": 5,
"text": "Your Customers Understood. Your Teams Empowered. Your Industry—Already Built In.",
"isQuestion": false,
"html": "<h2 class=\"header-block-heading\"><strong>Your Customers Understood. Your Teams Empowered. Your Industry—Already Built In.</strong></h2>"
},
{
"index": 6,
"text": "Privacy Preference Center",
"isQuestion": false,
"html": "<h2 id=\"ot-pc-title\">Privacy Preference Center</h2>"
}
],
"score": 75,
"weight": 4
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
Needs attention
IndexNow key
01
Issue
IndexNow key is informational for this page.
02
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Needs attention
OAuth / OIDC discovery
01
Issue
OAuth / OIDC discovery was not found at the expected path.
02
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/openid-configuration",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 88
}
]
},
"issue": "OAuth / OIDC discovery was not found at the expected path.",
"howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 3,
"signals": [
{
"source": "visible-text",
"weight": 3,
"match": "login"
}
]
},
"resourceFetchSucceeded": false
}Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Needs attention
OAuth Protected Resource
01
Issue
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
02
Why it matters
Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.
Check name
OAuth Protected Resource
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.
Result
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Validation steps
Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource JSON."
},
{
"id": "metadata",
"title": "Validate protected resource metadata",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html>\n<html>\n <body>\n <p>Invalid .well-known request</p>\n </body>\n</html>"
},
"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://reputation.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://reputation.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://reputation.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://reputation.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
}
]
},
"issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
"howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 3,
"signals": [
{
"source": "visible-text",
"weight": 3,
"match": "login"
}
]
},
"resourceFetchSucceeded": false
}SEOSEOBrowser audit
Links do not have descriptive text
100 Fail
SEOSEOBrowser audit
Links do not have descriptive text
100 Fail
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
Links do not have a discernible name
20 Fail
Performance and AccessibilityPerformanceBrowser audit
Links do not have a discernible name
20 Fail
Check name
Links do not have a discernible name
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name).
References
https://web.dev/learn/performance/Evidence
{
"description": "Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name)."
}Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
20 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
20 Fail
Check name
Reduce JavaScript execution time
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
12.2 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": "12.2 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": 12158.109
}Performance and AccessibilityPerformanceBrowser audit
Reduce unused CSS
20 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce unused CSS
20 Fail
Check name
Reduce unused CSS
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 140 KiB
Fix guidance
Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 140 KiB",
"description": "Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).",
"numericValue": 0
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
12 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
12 Fail
Check name
Loading performance
Score
41/100
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": "interactive",
"title": "Time to Interactive",
"score": 0,
"displayValue": "14.4 s",
"numericValue": 14373.140387423375
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 0,
"displayValue": "7.5 s",
"numericValue": 7522.227755525429
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 0 ms",
"numericValue": 3
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 0,
"displayValue": "1,410 ms",
"numericValue": 1411.9999999999945
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 60,
"displayValue": "2.1 s",
"numericValue": 2091.8972746342224
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 0,
"displayValue": "5,080 ms",
"numericValue": 5076.618009652878
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "10 ms",
"numericValue": 11.489040000000001
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 69,
"displayValue": "1.3 s",
"numericValue": 1291.2050115819734
}
]
}Performance and AccessibilityPerformanceBrowser audit
Avoid enormous network payloads
10 Warning
Performance and AccessibilityPerformanceBrowser audit
Avoid enormous network payloads
10 Warning
Check name
Avoid enormous network payloads
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Total size was 13,657 KiB
Fix guidance
Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Total size was 13,657 KiB",
"description": "Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).",
"numericValue": 13984401
}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 |