Export Report
OVERALL SCORE
Level 2, Agent-Limited
- AI Discoverability 55 out of 100
- Agent Ease of Use 4 out of 100
- Security & Trust 20 out of 100
- GEO, AIO and AEO 75 out of 100
- SEO 92 out of 100
- Performance and Accessibility 46 out of 100
What AI sees of your website
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 55 | Needs work | 12 | 11 | 1 | View details |
| Discoverability | 86 | Mostly ready | 6 | 3 | 0 | View details |
| Content Readiness | 64 | Needs work | 6 | 4 | 1 | View details |
| Bot Access Control | 0 | Priority fix | 0 | 4 | 0 | View details |
| Agent Ease of Use | 4 | Priority fix | 4 | 24 | 2 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 4 | 0 | View details |
| MCP | 13 | Priority fix | 0 | 6 | 2 | View details |
| Skill Discovery | 0 | Priority fix | 0 | 8 | 0 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 75 | Mostly ready | 6 | 2 | 12 | View details |
| GEO Readiness | 85 | Mostly ready | 2 | 0 | 4 | |
| AIO Readiness | 79 | Mostly ready | 3 | 1 | 3 | View details |
| AEO Readiness | 62 | 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 | 20 | Priority fix | 5 | 4 | 0 | View details |
| Security & Trust | 20 | Priority fix | 1 | 4 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 46 | Priority fix | 21 | 4 | 2 | View details |
| Performance | 25 | Priority fix | 11 | 3 | 2 | View details |
| Accessibility | 86 | Mostly ready | 10 | 1 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
45 items need attention
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
100 Fail
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
Needs attention
Link headers
Issue
No useful agent discovery Link headers were found.
Why it matters
Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.
Check name
Link headers
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Include Link response headers for agent discovery using RFC 8288.
Result
Link headers failed at "Find useful Link headers".
Validation steps
Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.
Evidence
{
"failedStep": "presence",
"steps": [
{
"id": "presence",
"title": "Find useful Link headers",
"status": "fail",
"evidence": {
"links": [
{
"url": "https://www.singlegrain.com/wp-json/",
"rel": "https://api.w.org/"
},
{
"url": "https://www.singlegrain.com/wp-json/wp/v2/pages/63829",
"rel": "alternate",
"type": "application/json"
},
{
"url": "https://www.singlegrain.com/",
"rel": "shortlink"
}
]
},
"issue": "No useful agent discovery Link headers were found.",
"howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
},
{
"id": "target-validation",
"title": "Fetch same-origin Link header targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin Link header targets were available to fetch."
}
]
},
"issue": "Link headers did not expose any same-origin targets to validate.",
"howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
}
]
}Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
50 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
Needs attention
API Catalog
Issue
The API catalog endpoint did not return HTTP 2xx.
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Fetch API catalog".
Validation steps
Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "fail",
"evidence": {
"statusCode": 404,
"contentType": "text/html; 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 lang=\"en-US\">\n<head>\n\n<!-- CRITICAL FONTS - PRIORITY ORDER: BOLD (titles), LIGHT (descriptions), REGULAR (fallback) -->\n<link rel=\"preload\" as=\"font\" href=\"/wp-content/themes/singlegrain/assets/dist/fonts/sofiapro/sofiaprobold-webfont-subset.woff2\" type=\"font/woff2\" crossorigin=\"anonymous\" fetchpriority=\"high\">\n<link rel=\"preload\" as=\"font\" href=\"/wp-content/themes/singlegrain/assets/dist/fonts/sofiapro/sofiaprolight-webfont-subset.woff2\" type=\"font/woff2\" crossorigin=\"anonymous\" fetchpriority=\"high\">\n<link rel=\"preload\" as=\"font\" href=\"/wp-content/themes/singlegrain/assets/dist/fonts/sofiapro/sofiaproregular-webfont-subset.woff2\" type=\"font/woff2\" crossorigin=\"anonymous\" fetchpriority=\"high\">\n\n<!-- CRITICAL IMAGES - Preload hero section images (not needed on blog pos"
},
"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".
Needs attention
OpenAPI discovery
Issue
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=UTF-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery failed at "Find valid OpenAPI document".
Validation steps
Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=UTF-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Find valid OpenAPI document",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en-US\">\n<head>\n\n<!-- CRITICAL FONTS - PRIORITY ORDER: BOLD (titles), LIGHT (descriptions), REGULAR (fallback) -->\n<link rel=\"preload\" as=\"font\" href=\"/wp-content/themes/singlegrain/assets/dist/fonts/sofiapro/sofiaprobold-webfont-subset.woff2\" type=\"font/woff2\" crossorigin=\"anonymous\" fetchpriority=\"high\">\n<link rel=\"preload\" as=\"font\" href=\"/wp-content/themes/singlegrain/assets/dist/fonts/sofiapro/sofiaprolight-webfont-subset.woff2\" type=\"font/woff2\" crossorigin=\"anonymous\" fetchpriority=\"high\">\n<link rel=\"preload\" as=\"font\" href=\"/wp-content/themes/singlegrain/assets/dist/fonts/sofiapro/sofiaproregular-webfont-subset.woff2\" type=\"font/woff2\" crossorigin=\"anonymous\" fetchpriority=\"high\">\n\n<!-- CRITICAL IMAGES - Preload hero section images (not needed on blog pos"
},
{
"path": "/openapi.yaml",
"statusCode": 403,
"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": "<html>\r\n<head><title>403 Forbidden</title></head>\r\n<body>\r\n<center><h1>403 Forbidden</h1></center>\r\n<hr><center>nginx</center>\r\n</body>\r\n</html>\r\n"
},
{
"path": "/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en-US\">\n<head>\n\n<!-- CRITICAL FONTS - PRIORITY ORDER: BOLD (titles), LIGHT (descriptions), REGULAR (fallback) -->\n<link rel=\"preload\" as=\"font\" href=\"/wp-content/themes/singlegrain/assets/dist/fonts/sofiapro/sofiaprobold-webfont-subset.woff2\" type=\"font/woff2\" crossorigin=\"anonymous\" fetchpriority=\"high\">\n<link rel=\"preload\" as=\"font\" href=\"/wp-content/themes/singlegrain/assets/dist/fonts/sofiapro/sofiaprolight-webfont-subset.woff2\" type=\"font/woff2\" crossorigin=\"anonymous\" fetchpriority=\"high\">\n<link rel=\"preload\" as=\"font\" href=\"/wp-content/themes/singlegrain/assets/dist/fonts/sofiapro/sofiaproregular-webfont-subset.woff2\" type=\"font/woff2\" crossorigin=\"anonymous\" fetchpriority=\"high\">\n\n<!-- CRITICAL IMAGES - Preload hero section images (not needed on blog pos"
},
{
"path": "/swagger.yaml",
"statusCode": 403,
"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": "<html>\r\n<head><title>403 Forbidden</title></head>\r\n<body>\r\n<center><h1>403 Forbidden</h1></center>\r\n<hr><center>nginx</center>\r\n</body>\r\n</html>\r\n"
},
{
"path": "/api/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en-US\">\n<head>\n\n<!-- CRITICAL FONTS - PRIORITY ORDER: BOLD (titles), LIGHT (descriptions), REGULAR (fallback) -->\n<link rel=\"preload\" as=\"font\" href=\"/wp-content/themes/singlegrain/assets/dist/fonts/sofiapro/sofiaprobold-webfont-subset.woff2\" type=\"font/woff2\" crossorigin=\"anonymous\" fetchpriority=\"high\">\n<link rel=\"preload\" as=\"font\" href=\"/wp-content/themes/singlegrain/assets/dist/fonts/sofiapro/sofiaprolight-webfont-subset.woff2\" type=\"font/woff2\" crossorigin=\"anonymous\" fetchpriority=\"high\">\n<link rel=\"preload\" as=\"font\" href=\"/wp-content/themes/singlegrain/assets/dist/fonts/sofiapro/sofiaproregular-webfont-subset.woff2\" type=\"font/woff2\" crossorigin=\"anonymous\" fetchpriority=\"high\">\n\n<!-- CRITICAL IMAGES - Preload hero section images (not needed on blog pos"
},
{
"path": "/api/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en-US\">\n<head>\n\n<!-- CRITICAL FONTS - PRIORITY ORDER: BOLD (titles), LIGHT (descriptions), REGULAR (fallback) -->\n<link rel=\"preload\" as=\"font\" href=\"/wp-content/themes/singlegrain/assets/dist/fonts/sofiapro/sofiaprobold-webfont-subset.woff2\" type=\"font/woff2\" crossorigin=\"anonymous\" fetchpriority=\"high\">\n<link rel=\"preload\" as=\"font\" href=\"/wp-content/themes/singlegrain/assets/dist/fonts/sofiapro/sofiaprolight-webfont-subset.woff2\" type=\"font/woff2\" crossorigin=\"anonymous\" fetchpriority=\"high\">\n<link rel=\"preload\" as=\"font\" href=\"/wp-content/themes/singlegrain/assets/dist/fonts/sofiapro/sofiaproregular-webfont-subset.woff2\" type=\"font/woff2\" crossorigin=\"anonymous\" fetchpriority=\"high\">\n\n<!-- CRITICAL IMAGES - Preload hero section images (not needed on blog pos"
},
{
"path": "/docs/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html>\n<html lang=\"en-US\">\n<head>\n\n<!-- CRITICAL FONTS - PRIORITY ORDER: BOLD (titles), LIGHT (descriptions), REGULAR (fallback) -->\n<link rel=\"preload\" as=\"font\" href=\"/wp-content/themes/singlegrain/assets/dist/fonts/sofiapro/sofiaprobold-webfont-subset.woff2\" type=\"font/woff2\" crossorigin=\"anonymous\" fetchpriority=\"high\">\n<link rel=\"preload\" as=\"font\" href=\"/wp-content/themes/singlegrain/assets/dist/fonts/sofiapro/sofiaprolight-webfont-subset.woff2\" type=\"font/woff2\" crossorigin=\"anonymous\" fetchpriority=\"high\">\n<link rel=\"preload\" as=\"font\" href=\"/wp-content/themes/singlegrain/assets/dist/fonts/sofiapro/sofiaproregular-webfont-subset.woff2\" type=\"font/woff2\" crossorigin=\"anonymous\" fetchpriority=\"high\">\n\n<!-- CRITICAL IMAGES - Preload hero section images (not needed on blog pos"
}
]
},
"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.
Needs attention
AI bot rules in robots.txt
Issue
No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.
Why it matters
Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.
Check name
AI bot rules in robots.txt
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.
Result
AI bot rules in robots.txt is missing or incomplete.
Evidence
{
"expectedBots": [
"GPTBot",
"ChatGPT-User",
"ClaudeBot",
"Claude-Web",
"Anthropic-AI",
"Google-Extended",
"PerplexityBot",
"CCBot",
"Applebot-Extended",
"Meta-ExternalAgent",
"Bytespider",
"Amazonbot",
"Cohere-AI"
],
"configuredBots": []
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
Needs attention
Content Signal
Issue
No Content Signal found in robots.txt
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
Needs attention
Semantic HTML
Issue
Semantic HTML is incomplete: skipped heading levels; 1 links missing accessible names; 2/8 applicable form inputs have autocomplete attributes (6 missing).
Details
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": true,
"nav": true,
"footer": true,
"meaningfulH1": true,
"headingOrder": false,
"accessibleLinks": false,
"accessibleButtons": true,
"imageAltCoverage": true,
"formAutocompleteCoverage": false,
"details": {
"inaccessibleLinks": [
"<a class=\"hamburger hamburger--collapse collapsed\" data-target=\"#mainmenu\" id=\"hamburger\" data-toggle=\"collapse\"> <span class=\"hamburger-box\"><span class=\"hamburger-inner\"></span></span> </a>"
],
"inaccessibleButtons": [],
"missingAutocompleteInputs": [
"<input type=\"text\" class=\"form-control\" name=\"fields[first_name]\" required placeholder=\"First name\" data-parsley-group=\"block-hire-1\">",
"<input type=\"text\" class=\"form-control\" name=\"fields[last_name]\" required placeholder=\"Last name\" data-parsley-group=\"block-hire-1\">",
"<input type=\"email\" class=\"form-control\" data-parsley-workemail name=\"fields[email]\" required placeholder data-parsley-group=\"block-hire-1\">",
"<input type=\"text\" class=\"form-control\" name=\"fields[company_name]\" required placeholder data-parsley-group=\"block-hire-1\">",
"<input type=\"text\" name=\"fields[services_other]\" class=\"form-control\" required placeholder data-parsley-group=\"block-hire-1\">",
"<input type=\"text\" name=\"fields[referrer]\" class=\"form-control\" placeholder required data-parsley-group=\"block-hire-1\">"
],
"imagesMissingAlt": [],
"skippedHeadingLevels": [
"h1: Your Buyers Search Differently Now. Your Marketing Should Change, Too.",
"h2: Built for How Buyers Find You Now",
"h3: AEO & GEO",
"h3: SEO",
"h3: AI Implementation for Marketing Teams",
"h3: Paid Media Execution",
"h3: Paid Media Creative",
"h3: CRO & Conversion",
"h2: We Don't Advise on AI. We Run It.",
"h2: 12+ Years Running This Agency. The Last Two Have Been the Most Disruptive.",
"h2: Results our Systems Deliver",
"h2: From First Call to PipelineGrowth in 90 Days.",
"h4: Strategy Audit & Quick Wins",
"h4: Growth Roadmap",
"h4: Rapid Execution",
"h4: Scale What Works",
"h2: Our Frameworks, in the Open",
"h3: Marketing School",
"h3: Leveling Up",
"h3: Livestreams & Workshops",
"h3: Leveling Up YouTube",
"h3: Leveling Up",
"h3: Follow Along",
"h2: Two ways to fill your pipeline. Pick yours.",
"h3: “Our AI content isn’t converting”",
"h3: “Our LinkedIn ads lack ABM personalization”"
]
},
"counts": {
"h1": 1,
"headings": 26,
"links": 340,
"inaccessibleLinks": 1,
"buttons": 2,
"inaccessibleButtons": 0,
"images": 105,
"imagesWithAlt": 105,
"autocompleteInputs": 8,
"inputsWithAutocomplete": 2,
"missingAutocompleteInputs": 6
}
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
33 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
Needs attention
Web Bot Auth request signing
Issue
Web Bot Auth request signing was not found at the expected path.
Why it matters
Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.
Check name
Web Bot Auth request signing
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.
Result
Web Bot Auth request signing failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Web Bot Auth request signing was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/http-message-signatures-directory",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 287483
}
]
},
"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 UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
Needs attention
A2A Agent Card
Issue
A2A Agent Card was not found at the expected path.
Why it matters
A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.
Check name
A2A Agent Card
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent card so A2A-compatible clients can discover capabilities.
Result
A2A Agent Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
A2A Agent Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 287452
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 287420
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 287412
}
]
},
"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".
25 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
Needs attention
Agent Skills index
Issue
Agent Skills index was not found at the expected path.
Why it matters
An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.
Check name
Agent Skills index
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Agent Skills index was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 287452
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 287423
}
]
},
"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".
25 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
Needs attention
agent.json
Issue
agent.json was not found at the expected path.
Why it matters
agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.
Check name
agent.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.
Result
agent.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agent.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 287429
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 287408
}
]
},
"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".
25 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
Needs attention
agents.json
Issue
agents.json was not found at the expected path.
Why it matters
agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.
Check name
agents.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Informational
Goal
Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.
Result
agents.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agents.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 287420
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 287415
}
]
},
"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."
}
]
}Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
Needs attention
Content-Security-Policy
Issue
Content-Security-Policy is missing or incomplete.
Why it matters
Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.
Check name
Content-Security-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Constrain script, style, frame, and resource loading with a Content-Security-Policy header.
Result
Content-Security-Policy is missing or incomplete.
Evidence
{
"header": "content-security-policy",
"value": null
}Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
Needs attention
Frame protection
Issue
Frame protection is missing or incomplete.
Why it matters
Frame protection blocks hostile sites from embedding pages in deceptive frames, reducing clickjacking risk.
Check name
Frame protection
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Prevent unwanted framing with X-Frame-Options or CSP frame-ancestors.
Result
Frame protection is missing or incomplete.
Evidence
{
"xFrameOptions": null,
"validXFrame": false,
"contentSecurityPolicy": null,
"cspFrameAncestors": false
}Security & TrustSecurity & TrustEstablished
HSTS header
HSTS header is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
HSTS header
HSTS header is missing or incomplete.
Needs attention
HSTS header
Issue
HSTS header is missing or incomplete.
Why it matters
HSTS tells browsers to keep using HTTPS after the first secure visit, reducing downgrade and mixed-transport risk for repeat users.
Check name
HSTS header
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Require HTTPS for repeat visits with Strict-Transport-Security.
Result
HSTS header is missing or incomplete.
Evidence
{
"header": "strict-transport-security",
"value": null
}Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
Needs attention
MCP Server Card
Issue
MCP Server Card was not found at the expected path.
Why it matters
MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.
Check name
MCP Server Card
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Publish an MCP Server Card for agent discovery.
Result
MCP Server Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
MCP Server Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 287446
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 287466
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 287433
}
]
},
"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".
Needs attention
mcp.json
Issue
mcp.json was not found at the expected path.
Why it matters
MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.
Check name
mcp.json
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.
Result
mcp.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
mcp.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 287385
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 287433
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 287446
}
]
},
"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."
}
]
}Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
Needs attention
Referrer-Policy
Issue
Referrer-Policy is missing or incomplete.
Why it matters
Referrer-Policy controls how much URL context is sent to other origins, limiting accidental leakage of paths, queries, and identifiers.
Check name
Referrer-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Limit how much referrer data leaves the site.
Result
Referrer-Policy is missing or incomplete.
Evidence
{
"header": "referrer-policy",
"value": null
}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".
Needs attention
WebMCP manifest
Issue
WebMCP manifest was not found at the expected path.
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
0/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Fetch to find resource".
Validation steps
Fetch to find resource
WebMCP manifest was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 287440
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 287447
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 287385
}
]
},
"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
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
22 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
Needs attention
Markdown negotiation
Issue
Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
33/100
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.
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": "pass",
"evidence": {
"vary": "Accept, accept-encoding"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"Accept, 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": 49141,
"excerpt": "<!DOCTYPE html>\n<html lang=\"en-US\">\n<head>\n\n<!-- CRITICAL FONTS - PRIORITY ORDER: BOLD (titles), LIGHT (descriptions), REGULAR (fallback) -->\n<link rel=\"preload\" as=\"font\" href=\"/wp-content/themes/singlegrain/assets/dist/fonts/sofiapro/sofi",
"issue": "Markdown response is missing a heading."
},
"issue": "Markdown response is missing a heading.",
"howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
17 Warning
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
Needs attention
Content freshness signals
Issue
Content freshness signals are incomplete: missing dateModified/datePublished in JSON-LD.
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
50/100
Status
warning
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is partially implemented.
Evidence
{
"lastModified": "Sat, 06 Jun 2026 09:39:37 GMT",
"schemaDates": [],
"metaDateCount": 1,
"timeDateCount": 0
}Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
13 Warning
Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
Needs attention
WebMCP
Issue
WebMCP declarative annotations need fixes.
Details
Why it matters
WebMCP can expose page context and actions directly through the browser, giving agents safer structured hooks than screen scraping alone.
Check name
WebMCP
Score
50/100
Status
warning
Category
MCP
Maturity
Informational
Goal
Support WebMCP to expose site tools to AI agents via the browser.
Result
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
Validation steps
Detect data-mcp-tool annotations
No data-mcp-tool attributes were found on interactive elements.
Detect WebMCP declarative tags
No elements found with tool-name or tool-description attributes.
Validate WebMCP declarative annotation quality
WebMCP declarative annotations need fixes.
WebMCP declarative annotation issues
<input name="website"> is missing a label.<input name="website"> is missing tool-param-description.<input name="fields[first_name]"> is missing a label.<input name="fields[first_name]"> is missing tool-param-description.<input name="fields[last_name]"> is missing a label.<input name="fields[last_name]"> is missing tool-param-description.<input name="fields[email]"> is missing a label.<input name="fields[email]"> is missing tool-param-description.<input name="fields[company_name]"> is missing a label.<input name="fields[company_name]"> is missing tool-param-description.<select name="fields[budget]"> is missing a label.<select name="fields[budget]"> is missing tool-param-description.<input name="fields[phone]"> is missing a label.<input name="fields[phone]"> is missing tool-param-description.<input name="fields[services_other]"> is missing a label.<input name="fields[services_other]"> is missing tool-param-description.<input name="fields[referrer]"> is missing a label.<input name="fields[referrer]"> is missing tool-param-description.<input name="fields[ai_implementation_interest]"> is missing a label.<input name="fields[ai_implementation_interest]"> is missing tool-param-description.<input name="fields[newsletter_subscribe]"> is missing a label.<input name="fields[newsletter_subscribe]"> 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": 352,
"interactiveWithTags": 0,
"totalCount": 353,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input name=\"website\"> is missing a label.",
"<input name=\"website\"> is missing tool-param-description.",
"<input name=\"fields[first_name]\"> is missing a label.",
"<input name=\"fields[first_name]\"> is missing tool-param-description.",
"<input name=\"fields[last_name]\"> is missing a label.",
"<input name=\"fields[last_name]\"> is missing tool-param-description.",
"<input name=\"fields[email]\"> is missing a label.",
"<input name=\"fields[email]\"> is missing tool-param-description.",
"<input name=\"fields[company_name]\"> is missing a label.",
"<input name=\"fields[company_name]\"> is missing tool-param-description.",
"<select name=\"fields[budget]\"> is missing a label.",
"<select name=\"fields[budget]\"> is missing tool-param-description.",
"<input name=\"fields[phone]\"> is missing a label.",
"<input name=\"fields[phone]\"> is missing tool-param-description.",
"<input name=\"fields[services_other]\"> is missing a label.",
"<input name=\"fields[services_other]\"> is missing tool-param-description.",
"<input name=\"fields[referrer]\"> is missing a label.",
"<input name=\"fields[referrer]\"> is missing tool-param-description.",
"<input name=\"fields[ai_implementation_interest]\"> is missing a label.",
"<input name=\"fields[ai_implementation_interest]\"> is missing tool-param-description.",
"<input name=\"fields[newsletter_subscribe]\"> is missing a label.",
"<input name=\"fields[newsletter_subscribe]\"> 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": 22,
"issues": [
"<input name=\"website\"> is missing a label.",
"<input name=\"website\"> is missing tool-param-description.",
"<input name=\"fields[first_name]\"> is missing a label.",
"<input name=\"fields[first_name]\"> is missing tool-param-description.",
"<input name=\"fields[last_name]\"> is missing a label.",
"<input name=\"fields[last_name]\"> is missing tool-param-description.",
"<input name=\"fields[email]\"> is missing a label.",
"<input name=\"fields[email]\"> is missing tool-param-description.",
"<input name=\"fields[company_name]\"> is missing a label.",
"<input name=\"fields[company_name]\"> is missing tool-param-description.",
"<select name=\"fields[budget]\"> is missing a label.",
"<select name=\"fields[budget]\"> is missing tool-param-description.",
"<input name=\"fields[phone]\"> is missing a label.",
"<input name=\"fields[phone]\"> is missing tool-param-description.",
"<input name=\"fields[services_other]\"> is missing a label.",
"<input name=\"fields[services_other]\"> is missing tool-param-description.",
"<input name=\"fields[referrer]\"> is missing a label.",
"<input name=\"fields[referrer]\"> is missing tool-param-description.",
"<input name=\"fields[ai_implementation_interest]\"> is missing a label.",
"<input name=\"fields[ai_implementation_interest]\"> is missing tool-param-description.",
"<input name=\"fields[newsletter_subscribe]\"> is missing a label.",
"<input name=\"fields[newsletter_subscribe]\"> is missing tool-param-description."
]
},
"issue": "WebMCP declarative annotations need fixes.",
"issueDetails": [
{
"title": "WebMCP declarative annotation issues",
"items": [
{
"type": "code",
"value": "<input name=\"website\"> is missing a label."
},
{
"type": "code",
"value": "<input name=\"website\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"fields[first_name]\"> is missing a label."
},
{
"type": "code",
"value": "<input name=\"fields[first_name]\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"fields[last_name]\"> is missing a label."
},
{
"type": "code",
"value": "<input name=\"fields[last_name]\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"fields[email]\"> is missing a label."
},
{
"type": "code",
"value": "<input name=\"fields[email]\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"fields[company_name]\"> is missing a label."
},
{
"type": "code",
"value": "<input name=\"fields[company_name]\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<select name=\"fields[budget]\"> is missing a label."
},
{
"type": "code",
"value": "<select name=\"fields[budget]\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"fields[phone]\"> is missing a label."
},
{
"type": "code",
"value": "<input name=\"fields[phone]\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"fields[services_other]\"> is missing a label."
},
{
"type": "code",
"value": "<input name=\"fields[services_other]\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"fields[referrer]\"> is missing a label."
},
{
"type": "code",
"value": "<input name=\"fields[referrer]\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"fields[ai_implementation_interest]\"> is missing a label."
},
{
"type": "code",
"value": "<input name=\"fields[ai_implementation_interest]\"> is missing tool-param-description."
},
{
"type": "code",
"value": "<input name=\"fields[newsletter_subscribe]\"> is missing a label."
},
{
"type": "code",
"value": "<input name=\"fields[newsletter_subscribe]\"> 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": 352,
"interactiveWithTags": 0,
"totalCount": 353,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input name=\"website\"> is missing a label.",
"<input name=\"website\"> is missing tool-param-description.",
"<input name=\"fields[first_name]\"> is missing a label.",
"<input name=\"fields[first_name]\"> is missing tool-param-description.",
"<input name=\"fields[last_name]\"> is missing a label.",
"<input name=\"fields[last_name]\"> is missing tool-param-description.",
"<input name=\"fields[email]\"> is missing a label.",
"<input name=\"fields[email]\"> is missing tool-param-description.",
"<input name=\"fields[company_name]\"> is missing a label.",
"<input name=\"fields[company_name]\"> is missing tool-param-description.",
"<select name=\"fields[budget]\"> is missing a label.",
"<select name=\"fields[budget]\"> is missing tool-param-description.",
"<input name=\"fields[phone]\"> is missing a label.",
"<input name=\"fields[phone]\"> is missing tool-param-description.",
"<input name=\"fields[services_other]\"> is missing a label.",
"<input name=\"fields[services_other]\"> is missing tool-param-description.",
"<input name=\"fields[referrer]\"> is missing a label.",
"<input name=\"fields[referrer]\"> is missing tool-param-description.",
"<input name=\"fields[ai_implementation_interest]\"> is missing a label.",
"<input name=\"fields[ai_implementation_interest]\"> is missing tool-param-description.",
"<input name=\"fields[newsletter_subscribe]\"> is missing a label.",
"<input name=\"fields[newsletter_subscribe]\"> 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": 352,
"interactiveWithTags": 0,
"totalCount": 353,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input name=\"website\"> is missing a label.",
"<input name=\"website\"> is missing tool-param-description.",
"<input name=\"fields[first_name]\"> is missing a label.",
"<input name=\"fields[first_name]\"> is missing tool-param-description.",
"<input name=\"fields[last_name]\"> is missing a label.",
"<input name=\"fields[last_name]\"> is missing tool-param-description.",
"<input name=\"fields[email]\"> is missing a label.",
"<input name=\"fields[email]\"> is missing tool-param-description.",
"<input name=\"fields[company_name]\"> is missing a label.",
"<input name=\"fields[company_name]\"> is missing tool-param-description.",
"<select name=\"fields[budget]\"> is missing a label.",
"<select name=\"fields[budget]\"> is missing tool-param-description.",
"<input name=\"fields[phone]\"> is missing a label.",
"<input name=\"fields[phone]\"> is missing tool-param-description.",
"<input name=\"fields[services_other]\"> is missing a label.",
"<input name=\"fields[services_other]\"> is missing tool-param-description.",
"<input name=\"fields[referrer]\"> is missing a label.",
"<input name=\"fields[referrer]\"> is missing tool-param-description.",
"<input name=\"fields[ai_implementation_interest]\"> is missing a label.",
"<input name=\"fields[ai_implementation_interest]\"> is missing tool-param-description.",
"<input name=\"fields[newsletter_subscribe]\"> is missing a label.",
"<input name=\"fields[newsletter_subscribe]\"> 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.
Needs attention
AIO: Source and trust signals
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Source and trust signals
Score
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": "#",
"text": "About Us",
"html": "<a title=\"About Us\" href=\"#\" data-gaevent=\"PrimaryMenu - About Us\">About Us</a>"
},
{
"href": "/about-us/",
"text": "About Us",
"html": "<a title=\"About Us\" href=\"/about-us/\" data-gaevent=\"PrimaryMenu - About Us\"><img src=\"https://www.singlegrain.com/wp-content/uploads/2025/05/icon-about.svg\" class=\"menu-item-icon\" alt=\"About Us\" loading=\"lazy\">About Us</a>"
},
{
"href": "/about-us/",
"text": "About Us",
"html": "<a title=\"About Us\" href=\"/about-us/\" data-gaevent=\"PrimaryMenu - About Us\">About Us</a>"
},
{
"href": "/about-us/case-studies/",
"text": "Case Studies",
"html": "<a title=\"Case Studies\" href=\"/about-us/case-studies/\" data-gaevent=\"PrimaryMenu - Case Studies\"><img src=\"https://www.singlegrain.com/wp-content/uploads/2025/05/icon-write.svg\" class=\"menu-item-icon\" alt=\"Case Studies\" loading=\"lazy\">Case Studies</a>"
},
{
"href": "https://www.singlegrain.com/social-media-news/facebooks-news-feed-algorithm/",
"text": "Everything You Need To Know About Facebook’s News Feed Algorithm",
"html": "<a href=\"https://www.singlegrain.com/social-media-news/facebooks-news-feed-algorithm/\">Everything You Need To Know About Facebook’s News Feed Algorithm</a>"
},
{
"href": "https://www.singlegrain.com/artificial-intelligence/company-intelligence/",
"text": "Company Intelligence for AI-Powered Growth Teams",
"html": "<a href=\"https://www.singlegrain.com/artificial-intelligence/company-intelligence/\">Company Intelligence for AI-Powered Growth Teams</a>"
},
{
"href": "https://www.singlegrain.com/artificial-intelligence/company-intelligence/",
"text": "",
"html": "<a href=\"https://www.singlegrain.com/artificial-intelligence/company-intelligence/\" target=\"_blank\"> <img src=\"https://www.singlegrain.com/wp-content/uploads/2026/04/SG-Blog-Cover-PhotosAI.png\" alt=\"Company Intelligence for AI-Powered Growth Teams\" loading=\"lazy\"> </a>"
},
{
"href": "https://www.singlegrain.com/artificial-intelligence/company-intelligence/",
"text": "View Blog Post",
"html": "<a href=\"https://www.singlegrain.com/artificial-intelligence/company-intelligence/\" class=\"white-btn\">View Blog Post</a>"
},
{
"href": "https://www.youtube.com/watch?v=9AvbteH3XOQ",
"text": "Guy Built a $1.8B Company Against Odds",
"html": "<a href=\"https://www.youtube.com/watch?v=9AvbteH3XOQ\" target=\"_blank\" rel=\"noopener\"> Guy Built a $1.8B Company Against Odds </a>"
},
{
"href": "https://www.youtube.com/watch?v=HKYQDzTzH7s",
"text": "AI-Run Company: A Glimpse Inside",
"html": "<a href=\"https://www.youtube.com/watch?v=HKYQDzTzH7s\" target=\"_blank\" rel=\"noopener\"> AI-Run Company: A Glimpse Inside </a>"
},
{
"href": "https://www.singlegrain.com/artificial-intelligence/company-intelligence/",
"text": "Company Intelligence for AI-Powered Growth Teams",
"html": "<a href=\"https://www.singlegrain.com/artificial-intelligence/company-intelligence/\">Company Intelligence for AI-Powered Growth Teams</a>"
},
{
"href": "/about-us/case-studies/",
"text": "See All Case Studies",
"html": "<a href=\"/about-us/case-studies/\" class=\"button\">See All Case Studies</a>"
},
{
"href": "https://www.linkedin.com/company/single-grain-llc",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/single-grain-llc\" class=\"os os--transform os--d9 on\" target=\"_blank\" rel=\"noopener\" title=\"check out our linkedin profile\"> <svg><use xlink:href=\"#social-linkedin\"/></svg> </a>"
},
{
"href": "/agency/ecommerce-ppc-management-company/",
"text": "Ecommerce PPC Management",
"html": "<a href=\"/agency/ecommerce-ppc-management-company/\">Ecommerce PPC Management</a>"
},
{
"href": "/agency/ecommerce-seo-company/",
"text": "E-commerce SEO Company",
"html": "<a href=\"/agency/ecommerce-seo-company/\">E-commerce SEO Company</a>"
},
{
"href": "/about-us/",
"text": "About Us",
"html": "<a href=\"/about-us/\">About Us</a>"
},
{
"href": "/about-us/case-studies/",
"text": "Case Studies",
"html": "<a href=\"/about-us/case-studies/\">Case Studies</a>"
},
{
"href": "https://www.singlegrain.com/artificial-intelligence/company-intelligence/",
"text": "Company Intelligence for AI-Powered Growth Teams",
"html": "<a href=\"https://www.singlegrain.com/artificial-intelligence/company-intelligence/\">Company Intelligence for AI-Powered Growth Teams</a>"
}
],
"contactLinks": [
{
"href": "/contact-us/",
"text": "General Inquiries",
"html": "<a title=\"General Inquiries\" href=\"/contact-us/\" data-gaevent=\"PrimaryMenu - General Inquiries\">General Inquiries</a>"
},
{
"href": "/blog-posts/pay-per-click/44-ad-networks-will-help-open-new-channels-growth/",
"text": "Alternate Ad Networks",
"html": "<a href=\"/blog-posts/pay-per-click/44-ad-networks-will-help-open-new-channels-growth/\">Alternate Ad Networks</a>"
},
{
"href": "https://www.singlegrain.com/content-marketing-strategy-2/when-paid-media-should-support-content-refresh-efforts/",
"text": "When Paid Media Should Support Content Refresh Efforts",
"html": "<a href=\"https://www.singlegrain.com/content-marketing-strategy-2/when-paid-media-should-support-content-refresh-efforts/\">When Paid Media Should Support Content Refresh Efforts</a>"
}
],
"privacyLinks": [
{
"href": "https://www.singlegrain.com/privacy-policy/",
"text": "Privacy Policy",
"html": "<a href=\"https://www.singlegrain.com/privacy-policy/\">Privacy Policy</a>"
},
{
"href": "https://www.singlegrain.com/privacy-policy/",
"text": "Privacy Policy",
"html": "<a href=\"https://www.singlegrain.com/privacy-policy/\">Privacy Policy</a>"
},
{
"href": "https://www.singlegrain.com/privacy-policy/",
"text": "Find out more.",
"html": "<a href=\"https://www.singlegrain.com/privacy-policy/\" target=\"_blank\" rel=\"noopener\">Find out more.</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.
Needs attention
AEO: Answer evidence and trust
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer evidence and trust
Score
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": "#",
"text": "About Us",
"html": "<a title=\"About Us\" href=\"#\" data-gaevent=\"PrimaryMenu - About Us\">About Us</a>"
},
{
"href": "/about-us/",
"text": "About Us",
"html": "<a title=\"About Us\" href=\"/about-us/\" data-gaevent=\"PrimaryMenu - About Us\"><img src=\"https://www.singlegrain.com/wp-content/uploads/2025/05/icon-about.svg\" class=\"menu-item-icon\" alt=\"About Us\" loading=\"lazy\">About Us</a>"
},
{
"href": "/about-us/",
"text": "About Us",
"html": "<a title=\"About Us\" href=\"/about-us/\" data-gaevent=\"PrimaryMenu - About Us\">About Us</a>"
},
{
"href": "/about-us/case-studies/",
"text": "Case Studies",
"html": "<a title=\"Case Studies\" href=\"/about-us/case-studies/\" data-gaevent=\"PrimaryMenu - Case Studies\"><img src=\"https://www.singlegrain.com/wp-content/uploads/2025/05/icon-write.svg\" class=\"menu-item-icon\" alt=\"Case Studies\" loading=\"lazy\">Case Studies</a>"
},
{
"href": "https://www.singlegrain.com/social-media-news/facebooks-news-feed-algorithm/",
"text": "Everything You Need To Know About Facebook’s News Feed Algorithm",
"html": "<a href=\"https://www.singlegrain.com/social-media-news/facebooks-news-feed-algorithm/\">Everything You Need To Know About Facebook’s News Feed Algorithm</a>"
},
{
"href": "https://www.singlegrain.com/artificial-intelligence/company-intelligence/",
"text": "Company Intelligence for AI-Powered Growth Teams",
"html": "<a href=\"https://www.singlegrain.com/artificial-intelligence/company-intelligence/\">Company Intelligence for AI-Powered Growth Teams</a>"
},
{
"href": "https://www.singlegrain.com/artificial-intelligence/company-intelligence/",
"text": "",
"html": "<a href=\"https://www.singlegrain.com/artificial-intelligence/company-intelligence/\" target=\"_blank\"> <img src=\"https://www.singlegrain.com/wp-content/uploads/2026/04/SG-Blog-Cover-PhotosAI.png\" alt=\"Company Intelligence for AI-Powered Growth Teams\" loading=\"lazy\"> </a>"
},
{
"href": "https://www.singlegrain.com/artificial-intelligence/company-intelligence/",
"text": "View Blog Post",
"html": "<a href=\"https://www.singlegrain.com/artificial-intelligence/company-intelligence/\" class=\"white-btn\">View Blog Post</a>"
},
{
"href": "https://www.youtube.com/watch?v=9AvbteH3XOQ",
"text": "Guy Built a $1.8B Company Against Odds",
"html": "<a href=\"https://www.youtube.com/watch?v=9AvbteH3XOQ\" target=\"_blank\" rel=\"noopener\"> Guy Built a $1.8B Company Against Odds </a>"
},
{
"href": "https://www.youtube.com/watch?v=HKYQDzTzH7s",
"text": "AI-Run Company: A Glimpse Inside",
"html": "<a href=\"https://www.youtube.com/watch?v=HKYQDzTzH7s\" target=\"_blank\" rel=\"noopener\"> AI-Run Company: A Glimpse Inside </a>"
},
{
"href": "https://www.singlegrain.com/artificial-intelligence/company-intelligence/",
"text": "Company Intelligence for AI-Powered Growth Teams",
"html": "<a href=\"https://www.singlegrain.com/artificial-intelligence/company-intelligence/\">Company Intelligence for AI-Powered Growth Teams</a>"
},
{
"href": "/about-us/case-studies/",
"text": "See All Case Studies",
"html": "<a href=\"/about-us/case-studies/\" class=\"button\">See All Case Studies</a>"
},
{
"href": "https://www.linkedin.com/company/single-grain-llc",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/single-grain-llc\" class=\"os os--transform os--d9 on\" target=\"_blank\" rel=\"noopener\" title=\"check out our linkedin profile\"> <svg><use xlink:href=\"#social-linkedin\"/></svg> </a>"
},
{
"href": "/agency/ecommerce-ppc-management-company/",
"text": "Ecommerce PPC Management",
"html": "<a href=\"/agency/ecommerce-ppc-management-company/\">Ecommerce PPC Management</a>"
},
{
"href": "/agency/ecommerce-seo-company/",
"text": "E-commerce SEO Company",
"html": "<a href=\"/agency/ecommerce-seo-company/\">E-commerce SEO Company</a>"
},
{
"href": "/about-us/",
"text": "About Us",
"html": "<a href=\"/about-us/\">About Us</a>"
},
{
"href": "/about-us/case-studies/",
"text": "Case Studies",
"html": "<a href=\"/about-us/case-studies/\">Case Studies</a>"
},
{
"href": "https://www.singlegrain.com/artificial-intelligence/company-intelligence/",
"text": "Company Intelligence for AI-Powered Growth Teams",
"html": "<a href=\"https://www.singlegrain.com/artificial-intelligence/company-intelligence/\">Company Intelligence for AI-Powered Growth Teams</a>"
}
],
"contactLinks": [
{
"href": "/contact-us/",
"text": "General Inquiries",
"html": "<a title=\"General Inquiries\" href=\"/contact-us/\" data-gaevent=\"PrimaryMenu - General Inquiries\">General Inquiries</a>"
},
{
"href": "/blog-posts/pay-per-click/44-ad-networks-will-help-open-new-channels-growth/",
"text": "Alternate Ad Networks",
"html": "<a href=\"/blog-posts/pay-per-click/44-ad-networks-will-help-open-new-channels-growth/\">Alternate Ad Networks</a>"
},
{
"href": "https://www.singlegrain.com/content-marketing-strategy-2/when-paid-media-should-support-content-refresh-efforts/",
"text": "When Paid Media Should Support Content Refresh Efforts",
"html": "<a href=\"https://www.singlegrain.com/content-marketing-strategy-2/when-paid-media-should-support-content-refresh-efforts/\">When Paid Media Should Support Content Refresh Efforts</a>"
}
],
"privacyLinks": [
{
"href": "https://www.singlegrain.com/privacy-policy/",
"text": "Privacy Policy",
"html": "<a href=\"https://www.singlegrain.com/privacy-policy/\">Privacy Policy</a>"
},
{
"href": "https://www.singlegrain.com/privacy-policy/",
"text": "Privacy Policy",
"html": "<a href=\"https://www.singlegrain.com/privacy-policy/\">Privacy Policy</a>"
},
{
"href": "https://www.singlegrain.com/privacy-policy/",
"text": "Find out more.",
"html": "<a href=\"https://www.singlegrain.com/privacy-policy/\" target=\"_blank\" rel=\"noopener\">Find out more.</a>"
}
],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
Needs attention
AEO: Answer-first sections
Issue
19 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer-first sections
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer-first sections scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 21,
"passing": 2,
"failing": [
{
"heading": "Built for How Buyers Find You Now",
"headingHtml": "<h2 class=\"section-title\">Built for <span>How Buyers Find You Now</span></h2>",
"firstParagraph": "AI-native execution across every channel where your buyers discover, research, and decide.",
"paragraphHtml": "<p class=\"section-subtitle\">AI-native execution across every channel where your buyers discover, research, and decide.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "AEO & GEO",
"headingHtml": "<h3>AEO & GEO</h3>",
"firstParagraph": "Your buyers don't just Google anymore. They use ChatGPT, Perplexity, Gemini, Claude, and Copilot. We make sure your brand shows up with authoritative, cited answers across every AI-powered search surface, capturing demand your competitors don't even know exists yet.",
"paragraphHtml": "<p>Your buyers don't just Google anymore. They use ChatGPT, Perplexity, Gemini, Claude, and Copilot. We make sure your brand shows up with authoritative, cited answers across every AI-powered search surface, capturing demand your competitors don't even know exists yet.</p>",
"words": 39,
"direct": false,
"issue": "First paragraph is 39 words and does not look like a concise direct answer."
},
{
"heading": "SEO",
"headingHtml": "<h3>SEO</h3>",
"firstParagraph": "Search still drives pipeline. We build and scale organic programs — technical foundations, content strategy, and link authority — that rank on Google and feed your funnel and high-intent traffic month over month.",
"paragraphHtml": "<p>Search still drives pipeline. We build and scale organic programs — technical foundations, content strategy, and link authority — that rank on Google and feed your funnel and high-intent traffic month over month.</p>",
"words": 31,
"direct": false,
"issue": "First paragraph is 31 words and does not look like a concise direct answer."
},
{
"heading": "AI Implementation for Marketing Teams",
"headingHtml": "<h3>AI Implementation for Marketing Teams</h3>",
"firstParagraph": "We don't advise on AI. We deploy it. Our team installs AI agents, automated workflows, and predictive tools directly inside your martech stack and Slack instance. Your team learns to run them. We maintain and optimize.",
"paragraphHtml": "<p>We don't advise on AI. We deploy it. Our team installs AI agents, automated workflows, and predictive tools directly inside your martech stack and Slack instance. Your team learns to run them. We maintain and optimize.</p>",
"words": 36,
"direct": false,
"issue": "First paragraph is 36 words and does not look like a concise direct answer."
},
{
"heading": "Paid Media Execution",
"headingHtml": "<h3>Paid Media Execution</h3>",
"firstParagraph": "ROI-obsessed paid programs across Google, Meta, LinkedIn, TikTok, and YouTube. Every dollar optimized for pipeline and revenue, not vanity metrics.",
"paragraphHtml": "<p>ROI-obsessed paid programs across Google, Meta, LinkedIn, TikTok, and YouTube. Every dollar optimized for pipeline and revenue, not vanity metrics.</p>",
"words": 20,
"direct": false,
"issue": "First paragraph is 20 words and does not look like a concise direct answer."
},
{
"heading": "Paid Media Creative",
"headingHtml": "<h3>Paid Media Creative</h3>",
"firstParagraph": "Performance creative at the volume and velocity paid media demands. AI-powered production, strategy-led targeting, and data-informed iteration. Built to convert across every paid channel.",
"paragraphHtml": "<p>Performance creative at the volume and velocity paid media demands. AI-powered production, strategy-led targeting, and data-informed iteration. Built to convert across every paid channel.</p>",
"words": 24,
"direct": false,
"issue": "First paragraph is 24 words and does not look like a concise direct answer."
},
{
"heading": "CRO & Conversion",
"headingHtml": "<h3>CRO & Conversion</h3>",
"firstParagraph": "More traffic won't help if it doesn't convert. We audit, test, and rebuild the moments where buyers drop off: landing pages, forms, and demo booking flows.",
"paragraphHtml": "<p>More traffic won't help if it doesn't convert. We audit, test, and rebuild the moments where buyers drop off: landing pages, forms, and demo booking flows.</p>",
"words": 26,
"direct": false,
"issue": "First paragraph is 26 words and does not look like a concise direct answer."
},
{
"heading": "We Don't Advise on AI. We Run It.",
"headingHtml": "<h2>We Don't Advise on AI. <strong>We Run It.</strong></h2>",
"firstParagraph": "Traditional agencies outsource to juniors. AI consultants stop at recommendations. We do the work — with AI, inside your team.",
"paragraphHtml": "<p>Traditional agencies outsource to juniors. AI consultants stop at recommendations. We do the work — with AI, inside your team.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Results our Systems Deliver",
"headingHtml": "<h2 class=\"section-title\">Results our Systems <span>Deliver</span></h2>",
"firstParagraph": "Real companies, real numbers. No cherry-picked outliers – the outcomes our playbooks are built to repeat.",
"paragraphHtml": "<p style=\"text-align:center;font-family:'sofia_prolight';font-size:18px;line-height:27px;color:#28282C;margin-bottom:32px;\">Real companies, real numbers. No cherry-picked outliers – the outcomes our playbooks are built to repeat.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "From First Call to PipelineGrowth in 90 Days.",
"headingHtml": "<h2 class=\"section-title\">From First Call to Pipeline<br><span>Growth in 90 Days.</span></h2>",
"firstParagraph": "Onboarding built for momentum in month one. No six-month ramp.",
"paragraphHtml": "<p class=\"section-subtitle\">Onboarding built for momentum in month one. No six-month ramp.</p>",
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},
{
"heading": "Our Frameworks, in the Open",
"headingHtml": "<h2 class=\"section-title\">Our Frameworks, <span>in the Open</span></h2>",
"firstParagraph": "The strategies we run for clients, shared in podcasts, playbooks,and workshops. Take what's useful.",
"paragraphHtml": "<p class=\"section-subtitle\">The strategies we run for clients, shared in podcasts, playbooks,<br>and workshops. Take what's useful.</p>",
"words": 15,
"direct": false,
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},
{
"heading": "Marketing School",
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"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Livestreams & Workshops",
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"direct": false,
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},
{
"heading": "Leveling Up YouTube",
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},
{
"heading": "Leveling Up",
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{
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{
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"paragraphHtml": "<p class=\"offer-split-trust\">Trusted by teams at Amazon, Uber, Salesforce, and Airbnb</p>",
"words": 9,
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{
"heading": "“Our AI content isn’t converting”",
"headingHtml": "<h3 class=\"offer-split-card__title\">“Our AI content isn’t converting”</h3>",
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"paragraphHtml": "<p class=\"offer-split-card__body\">ClickFlow’s AI plans and writes production-grade content — so you don’t need 10 more writers and editors. Early adopters average <strong>27% more organic traffic</strong> in 6 months.</p>",
"words": 28,
"direct": false,
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{
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"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.
Needs attention
AEO: Question-led structure
Issue
19 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Question-led structure
Score
50/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Question-led structure scored 50/100 and needs improvement.
Evidence
{
"h2Count": 7,
"questionH2s": [],
"hasFaq": true,
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 77/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 77/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: agency, pipeline, focused, seo, paid, media, growth, buyers, search, differently, now, should, change, too.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Entity clarity
Score
77/100
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 77/100 and needs improvement.
Evidence
{
"title": "Single Grain | Revenue Marketing Agency — Pipeline-Focused SEO, Paid Media & AI Growth",
"h1": "Your Buyers Search Differently Now. Your Marketing Should Change, Too.",
"description": "Stop paying for campaigns that expire. Single Grain builds Revenue Marketing systems that compound. 500+ companies. Billions in revenue influenced. 3.2x average ROI. Get your free growth audit.",
"topicOverlap": 0.2222222222222222,
"topicTerms": [
"single",
"grain",
"revenue",
"marketing",
"agency",
"pipeline",
"focused",
"seo",
"paid",
"media",
"growth",
"buyers",
"search",
"differently",
"now",
"should",
"change",
"too"
],
"descriptionTerms": [
"stop",
"paying",
"campaigns",
"expire",
"single",
"grain",
"builds",
"revenue",
"marketing",
"systems",
"compound",
"500",
"companies",
"billions",
"influenced",
"average",
"roi",
"get",
"free"
],
"missingFromDescription": [
"agency",
"pipeline",
"focused",
"seo",
"paid",
"media",
"growth",
"buyers",
"search",
"differently",
"now",
"should",
"change",
"too"
],
"score": 77,
"weight": 28
}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.
Needs attention
AIO: Page experience for AIO
Issue
103 image(s) are missing width/height attributes. 18 possible modal/interstitial element(s) detected.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
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
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"visibleWords": 3567,
"htmlBytes": 597986,
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"html": "<img src=\"https://www.singlegrain.com/wp-content/themes/singlegrain/assets/dist/images/redesign2023/header/logo.svg\" alt=\"logo\" loading=\"lazy\">"
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"height": "",
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},
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},
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"height": "",
"loading": "lazy",
"html": "<img src=\"https://www.singlegrain.com/wp-content/uploads/2025/05/icon-em.svg\" class=\"menu-item-icon\" alt=\"AI Implementation\" loading=\"lazy\">"
},
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"loading": "lazy",
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},
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"width": "",
"height": "",
"loading": "lazy",
"html": "<img src=\"https://www.singlegrain.com/wp-content/uploads/2025/05/icon-da.svg\" class=\"menu-item-icon\" alt=\"Ecommerce Industry\" loading=\"lazy\">"
},
{
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"width": "",
"height": "",
"loading": "lazy",
"html": "<img src=\"https://www.singlegrain.com/wp-content/uploads/2025/05/icon-dm.svg\" class=\"menu-item-icon\" alt=\"Education Industry\" loading=\"lazy\">"
},
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"width": "",
"height": "",
"loading": "lazy",
"html": "<img src=\"https://www.singlegrain.com/wp-content/uploads/2025/05/icon-cro.svg\" class=\"menu-item-icon\" alt=\"Crypto & Blockchain\" loading=\"lazy\">"
},
{
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"height": "",
"loading": "lazy",
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},
{
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"width": "",
"height": "",
"loading": "lazy",
"html": "<img src=\"https://www.singlegrain.com/wp-content/uploads/2025/02/ls-buildingproducts-768x422.webp\" alt=\"How LS Building Products <strong>Increased Site Conversions by 229%</strong> in 12 Months\" loading=\"lazy\">"
},
{
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"height": "",
"loading": "lazy",
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{
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"width": "",
"height": "",
"loading": "lazy",
"html": "<img src=\"https://www.singlegrain.com/wp-content/uploads/2025/05/icon-team.svg\" class=\"menu-item-icon\" alt=\"Our Team\" loading=\"lazy\">"
},
{
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"width": "",
"height": "",
"loading": "lazy",
"html": "<img src=\"https://www.singlegrain.com/wp-content/uploads/2025/05/icon-careers.svg\" class=\"menu-item-icon\" alt=\"Careers\" loading=\"lazy\">"
},
{
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"width": "",
"height": "",
"loading": "lazy",
"html": "<img src=\"https://www.singlegrain.com/wp-content/uploads/2025/05/icon-press.svg\" class=\"menu-item-icon\" alt=\"Press & Media\" loading=\"lazy\">"
},
{
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"width": "",
"height": "",
"loading": "lazy",
"html": "<img src=\"https://www.singlegrain.com/wp-content/uploads/2025/05/icon-write.svg\" class=\"menu-item-icon\" alt=\"Case Studies\" loading=\"lazy\">"
},
{
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"width": "",
"height": "",
"loading": "lazy",
"html": "<img src=\"https://www.singlegrain.com/wp-content/uploads/2025/02/Interchain-Logo.svg\" alt=\"How Interchain Drove <strong>7,400 Hackathon Registrations</strong> in Just 5 Weeks Logo\" loading=\"lazy\">"
},
{
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"width": "",
"height": "",
"loading": "lazy",
"html": "<img src=\"https://www.singlegrain.com/wp-content/uploads/2025/02/Interchain-768x404.webp\" alt=\"How Interchain Drove <strong>7,400 Hackathon Registrations</strong> in Just 5 Weeks\" loading=\"lazy\">"
},
{
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"height": "",
"loading": "lazy",
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{
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"width": "",
"height": "",
"loading": "lazy",
"html": "<img src=\"https://www.singlegrain.com/wp-content/uploads/2025/05/icon-youtube.svg\" class=\"menu-item-icon\" alt=\"Youtube\" loading=\"lazy\">"
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{
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"width": "",
"height": "",
"loading": "lazy",
"html": "<img src=\"https://www.singlegrain.com/wp-content/uploads/2025/05/icon-lup.svg\" class=\"menu-item-icon\" alt=\"Leveling Up Podcast\" loading=\"lazy\">"
},
{
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{
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"height": "",
"loading": "lazy",
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},
{
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"height": "",
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},
{
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"height": "",
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},
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"<body class=\"home wp-singular page-template page-template-layouts page-template-home-page-redesign page-template-layoutshome-page-redesign-php page page-id-63829 wp-theme-singlegrain post-slug-home front-page skipExitIntentModal coaching1on1-modal\"> <script>if(jQuery){ $ = jQuery };</script> <!-- Google Tag Manager (noscript) --> <noscript><iframe src=\"//www.googletagmanager.com/ns.html?id=GTM-K3ZSFV\" height=\"0\" width=\"0\" style=\"display:none;visibility:hidden\"></iframe></noscript> <!-- End Go...",
"<div class=\"video modal fade watchVideo\" id=\"test\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\"> <div class=\"modal-dialog modal-dialog-centered\" role=\"document\"> <div class=\"modal-content\"> <div class=\"modal-close\" aria-label=\"Close\" data-dismiss=\"modal\"></div> <div class=\"modal-body\"> <div style=\"padding:56.25% 0 0 0;position:relative;\"> <iframe src=\"https://www.youtube.com/embed/Ymh3zlIdL5o\" style=\"position:absolute;top:0;left:0;width:100%;height:100%;\" frameborder=\"0\" allow=\"acceleromete...",
"<div class=\"modal-dialog modal-dialog-centered\" role=\"document\"> <div class=\"modal-content\"> <div class=\"modal-close\" aria-label=\"Close\" data-dismiss=\"modal\"></div> <div class=\"modal-body\"> <div style=\"padding:56.25% 0 0 0;position:relative;\"> <iframe src=\"https://www.youtube.com/embed/Ymh3zlIdL5o\" style=\"position:absolute;top:0;left:0;width:100%;height:100%;\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen></ifr...",
"<div class=\"modal-content\"> <div class=\"modal-close\" aria-label=\"Close\" data-dismiss=\"modal\"></div> <div class=\"modal-body\"> <div style=\"padding:56.25% 0 0 0;position:relative;\"> <iframe src=\"https://www.youtube.com/embed/Ymh3zlIdL5o\" style=\"position:absolute;top:0;left:0;width:100%;height:100%;\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen></iframe> </div> </div> </div>",
"<div class=\"modal-close\" aria-label=\"Close\" data-dismiss=\"modal\"></div>",
"<div class=\"modal-body\"> <div style=\"padding:56.25% 0 0 0;position:relative;\"> <iframe src=\"https://www.youtube.com/embed/Ymh3zlIdL5o\" style=\"position:absolute;top:0;left:0;width:100%;height:100%;\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen></iframe> </div> </div>",
"<div class=\"modal fade popupModal\" id=\"getStartedModal\" aria-labelledby=\"exampleModalLabel\" aria-hidden=\"true\" role=\"dialog\" tabindex=\"-1\"> <div class=\"modal-dialog modal-xl\" role=\"document\"> <div class=\"modal-content\"> <div class=\"modal-close\" aria-label=\"Close\" data-dismiss=\"modal\"></div> <div class=\"modal-body\"> <!--<div id=\"formContentAbove\" class=\"formContentBasic\"></div>--> <div id=\"formContent\"> <link rel=\"stylesheet\" href=\"https://cdn.jsdelivr.net/npm/[email protected]/build/css/i...",
"<div class=\"modal-dialog modal-xl\" role=\"document\"> <div class=\"modal-content\"> <div class=\"modal-close\" aria-label=\"Close\" data-dismiss=\"modal\"></div> <div class=\"modal-body\"> <!--<div id=\"formContentAbove\" class=\"formContentBasic\"></div>--> <div id=\"formContent\"> <link rel=\"stylesheet\" href=\"https://cdn.jsdelivr.net/npm/[email protected]/build/css/intlTelInput.css\"> <style> .iti { width: 100%; } .parsley-errors-list.filled { display: block !important; } #getStartedModal .modal-dialog .m...",
"<div class=\"modal-content\"> <div class=\"modal-close\" aria-label=\"Close\" data-dismiss=\"modal\"></div> <div class=\"modal-body\"> <!--<div id=\"formContentAbove\" class=\"formContentBasic\"></div>--> <div id=\"formContent\"> <link rel=\"stylesheet\" href=\"https://cdn.jsdelivr.net/npm/[email protected]/build/css/intlTelInput.css\"> <style> .iti { width: 100%; } .parsley-errors-list.filled { display: block !important; } #getStartedModal .modal-dialog .modal-content .modal-body .button-orange__cta.submitt...",
"<div class=\"modal-close\" aria-label=\"Close\" data-dismiss=\"modal\"></div>",
"<div class=\"modal-body\"> <!--<div id=\"formContentAbove\" class=\"formContentBasic\"></div>--> <div id=\"formContent\"> <link rel=\"stylesheet\" href=\"https://cdn.jsdelivr.net/npm/[email protected]/build/css/intlTelInput.css\"> <style> .iti { width: 100%; } .parsley-errors-list.filled { display: block !important; } #getStartedModal .modal-dialog .modal-content .modal-body .button-orange__cta.submitted { opacity: 0.5; } #getStartedModal .modal-dialog.modal-xl, #fauxChatFormModal .modal-dialog.modal...",
"<div class=\"modal__header\"> <div class=\"response-time\"> <img src=\"https://www.singlegrain.com/wp-content/themes/singlegrain/assets/dist/images/redesign2024/flash.svg\" alt loading=\"lazy\">We typically respond the same day. </div> <div class=\"heading\"> Accelerate Your Marketing Without Growing Headcount </div> <div class=\"eric-headshot-modal\"> <img src=\"https://www.singlegrain.com/wp-content/themes/singlegrain/assets/dist/images/redesign2024/eric-1.webp\" alt=\"Eric Siu\" loading=\"lazy\"> <div class...",
"<div class=\"eric-headshot-modal\"> <img src=\"https://www.singlegrain.com/wp-content/themes/singlegrain/assets/dist/images/redesign2024/eric-1.webp\" alt=\"Eric Siu\" loading=\"lazy\"> <div class=\"content\"> <p>Personal attention guaranteed</p> <p>You'll hear back from me or one of our senior strategists directly.</p> </div> </div>",
"<div class=\"modal-footer contactForm-footer defaultModalFooter\"> <div class=\"w-100 text-center\"> <!--<div class=\"typo-size-small typo-sans-light text-center mt-3\">Your data will not be shared or used improperly.</div>--> <img src=\"https://www.singlegrain.com/wp-content/themes/singlegrain/ajax-loader.gif\" id=\"hireFormSubmitLoader\" alt=\"ajax-loader\" style=\"display: none;\" loading=\"lazy\"> </div> </div>",
"<div class=\"modal fade\" id=\"offerModal\" tabindex=\"-1\" role=\"dialog\" aria-labelledby=\"offerModalTitle\" aria-hidden=\"true\"> <div class=\"modal-dialog modal-dialog-centered offer-split\" role=\"document\"> <div class=\"modal-content offer-split-content\"> <button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"> <span aria-hidden=\"true\">×</span> </button> <div class=\"modal-body offer-split-body\"> <div class=\"offer-split-header\"> <h2 class=\"offer-split-headline\">Two ways to fill...",
"<div class=\"modal-dialog modal-dialog-centered offer-split\" role=\"document\"> <div class=\"modal-content offer-split-content\"> <button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"> <span aria-hidden=\"true\">×</span> </button> <div class=\"modal-body offer-split-body\"> <div class=\"offer-split-header\"> <h2 class=\"offer-split-headline\">Two ways to fill your pipeline. <span class=\"offer-split-headline-accent\">Pick yours.</span></h2> <p class=\"offer-split-trust\">Trusted by...",
"<div class=\"modal-content offer-split-content\"> <button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"> <span aria-hidden=\"true\">×</span> </button> <div class=\"modal-body offer-split-body\"> <div class=\"offer-split-header\"> <h2 class=\"offer-split-headline\">Two ways to fill your pipeline. <span class=\"offer-split-headline-accent\">Pick yours.</span></h2> <p class=\"offer-split-trust\">Trusted by teams at Amazon, Uber, Salesforce, and Airbnb</p> </div> <div class=\"offer-sp...",
"<div class=\"modal-body offer-split-body\"> <div class=\"offer-split-header\"> <h2 class=\"offer-split-headline\">Two ways to fill your pipeline. <span class=\"offer-split-headline-accent\">Pick yours.</span></h2> <p class=\"offer-split-trust\">Trusted by teams at Amazon, Uber, Salesforce, and Airbnb</p> </div> <div class=\"offer-split-cards\"> <!-- Card 1: ClickFlow --> <div class=\"offer-split-card offer-split-card--clickflow\" data-card=\"clickflow\"> <div class=\"offer-split-card__logo\"> <img src=\"https:/..."
],
"score": 70,
"weight": 10
}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.
Needs attention
GEO: Explanatory content depth
Issue
1 explanatory paragraph(s) could be stronger for citation or AI extraction.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Explanatory content depth
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Explanatory content depth scored 75/100 and needs improvement.
Evidence
{
"candidatePassages": 1,
"citablePassages": 0,
"failingCandidateParagraphs": [
{
"index": 10,
"heading": "H2: 12+ Years Running This Agency. The Last Two Have Been the Most Disruptive.",
"text": "I've been obsessing over this alongside my team. We've built AI agents, tools, and playbooks that are already running inside client accounts, and we keep refining them as the landscape shifts. The systems that work get rolled directly into our clients' marketing.",
"words": 42,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (42 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p>I've been obsessing over this alongside my team. We've built AI agents, tools, and playbooks that are already running inside client accounts, and we keep refining them as the landscape shifts. The systems that work get rolled directly into our clients' marketing.</p>"
}
],
"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.
Needs attention
AIO: Answer block readiness
Issue
19 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Answer block readiness
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Answer block readiness scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 21,
"passing": 2,
"failing": [
{
"heading": "Built for How Buyers Find You Now",
"headingHtml": "<h2 class=\"section-title\">Built for <span>How Buyers Find You Now</span></h2>",
"firstParagraph": "AI-native execution across every channel where your buyers discover, research, and decide.",
"paragraphHtml": "<p class=\"section-subtitle\">AI-native execution across every channel where your buyers discover, research, and decide.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "AEO & GEO",
"headingHtml": "<h3>AEO & GEO</h3>",
"firstParagraph": "Your buyers don't just Google anymore. They use ChatGPT, Perplexity, Gemini, Claude, and Copilot. We make sure your brand shows up with authoritative, cited answers across every AI-powered search surface, capturing demand your competitors don't even know exists yet.",
"paragraphHtml": "<p>Your buyers don't just Google anymore. They use ChatGPT, Perplexity, Gemini, Claude, and Copilot. We make sure your brand shows up with authoritative, cited answers across every AI-powered search surface, capturing demand your competitors don't even know exists yet.</p>",
"words": 39,
"direct": false,
"issue": "First paragraph is 39 words and does not look like a concise direct answer."
},
{
"heading": "SEO",
"headingHtml": "<h3>SEO</h3>",
"firstParagraph": "Search still drives pipeline. We build and scale organic programs — technical foundations, content strategy, and link authority — that rank on Google and feed your funnel and high-intent traffic month over month.",
"paragraphHtml": "<p>Search still drives pipeline. We build and scale organic programs — technical foundations, content strategy, and link authority — that rank on Google and feed your funnel and high-intent traffic month over month.</p>",
"words": 31,
"direct": false,
"issue": "First paragraph is 31 words and does not look like a concise direct answer."
},
{
"heading": "AI Implementation for Marketing Teams",
"headingHtml": "<h3>AI Implementation for Marketing Teams</h3>",
"firstParagraph": "We don't advise on AI. We deploy it. Our team installs AI agents, automated workflows, and predictive tools directly inside your martech stack and Slack instance. Your team learns to run them. We maintain and optimize.",
"paragraphHtml": "<p>We don't advise on AI. We deploy it. Our team installs AI agents, automated workflows, and predictive tools directly inside your martech stack and Slack instance. Your team learns to run them. We maintain and optimize.</p>",
"words": 36,
"direct": false,
"issue": "First paragraph is 36 words and does not look like a concise direct answer."
},
{
"heading": "Paid Media Execution",
"headingHtml": "<h3>Paid Media Execution</h3>",
"firstParagraph": "ROI-obsessed paid programs across Google, Meta, LinkedIn, TikTok, and YouTube. Every dollar optimized for pipeline and revenue, not vanity metrics.",
"paragraphHtml": "<p>ROI-obsessed paid programs across Google, Meta, LinkedIn, TikTok, and YouTube. Every dollar optimized for pipeline and revenue, not vanity metrics.</p>",
"words": 20,
"direct": false,
"issue": "First paragraph is 20 words and does not look like a concise direct answer."
},
{
"heading": "Paid Media Creative",
"headingHtml": "<h3>Paid Media Creative</h3>",
"firstParagraph": "Performance creative at the volume and velocity paid media demands. AI-powered production, strategy-led targeting, and data-informed iteration. Built to convert across every paid channel.",
"paragraphHtml": "<p>Performance creative at the volume and velocity paid media demands. AI-powered production, strategy-led targeting, and data-informed iteration. Built to convert across every paid channel.</p>",
"words": 24,
"direct": false,
"issue": "First paragraph is 24 words and does not look like a concise direct answer."
},
{
"heading": "CRO & Conversion",
"headingHtml": "<h3>CRO & Conversion</h3>",
"firstParagraph": "More traffic won't help if it doesn't convert. We audit, test, and rebuild the moments where buyers drop off: landing pages, forms, and demo booking flows.",
"paragraphHtml": "<p>More traffic won't help if it doesn't convert. We audit, test, and rebuild the moments where buyers drop off: landing pages, forms, and demo booking flows.</p>",
"words": 26,
"direct": false,
"issue": "First paragraph is 26 words and does not look like a concise direct answer."
},
{
"heading": "We Don't Advise on AI. We Run It.",
"headingHtml": "<h2>We Don't Advise on AI. <strong>We Run It.</strong></h2>",
"firstParagraph": "Traditional agencies outsource to juniors. AI consultants stop at recommendations. We do the work — with AI, inside your team.",
"paragraphHtml": "<p>Traditional agencies outsource to juniors. AI consultants stop at recommendations. We do the work — with AI, inside your team.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Results our Systems Deliver",
"headingHtml": "<h2 class=\"section-title\">Results our Systems <span>Deliver</span></h2>",
"firstParagraph": "Real companies, real numbers. No cherry-picked outliers – the outcomes our playbooks are built to repeat.",
"paragraphHtml": "<p style=\"text-align:center;font-family:'sofia_prolight';font-size:18px;line-height:27px;color:#28282C;margin-bottom:32px;\">Real companies, real numbers. No cherry-picked outliers – the outcomes our playbooks are built to repeat.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "From First Call to PipelineGrowth in 90 Days.",
"headingHtml": "<h2 class=\"section-title\">From First Call to Pipeline<br><span>Growth in 90 Days.</span></h2>",
"firstParagraph": "Onboarding built for momentum in month one. No six-month ramp.",
"paragraphHtml": "<p class=\"section-subtitle\">Onboarding built for momentum in month one. No six-month ramp.</p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "Our Frameworks, in the Open",
"headingHtml": "<h2 class=\"section-title\">Our Frameworks, <span>in the Open</span></h2>",
"firstParagraph": "The strategies we run for clients, shared in podcasts, playbooks,and workshops. Take what's useful.",
"paragraphHtml": "<p class=\"section-subtitle\">The strategies we run for clients, shared in podcasts, playbooks,<br>and workshops. Take what's useful.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Marketing School",
"headingHtml": "<h3>Marketing School</h3>",
"firstParagraph": "A daily podcast with Eric Siu and Neil Patel. What's working now in growth, SEO, paid media and AI.",
"paragraphHtml": "<p>A daily podcast with Eric Siu and Neil Patel. What's working now in growth, SEO, paid media and AI.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Livestreams & Workshops",
"headingHtml": "<h3>Livestreams & Workshops</h3>",
"firstParagraph": "Join us live as we break down what's actually working in AI and marketing right now, with real examples. Ask questions, get specific answers.",
"paragraphHtml": "<p>Join us live as we break down what's actually working in AI and marketing right now, with real examples. Ask questions, get specific answers.</p>",
"words": 24,
"direct": false,
"issue": "First paragraph is 24 words and does not look like a concise direct answer."
},
{
"heading": "Leveling Up YouTube",
"headingHtml": "<h3>Leveling Up YouTube</h3>",
"firstParagraph": "Tutorials, teardown videos, and behind-the-scenes looks at the AI systems, playbooks, and campaigns we're running for clients and ourselves, in multiple formats to consume.",
"paragraphHtml": "<p>Tutorials, teardown videos, and behind-the-scenes looks at the AI systems, playbooks, and campaigns we're running for clients and ourselves, in multiple formats to consume.</p>",
"words": 24,
"direct": false,
"issue": "First paragraph is 24 words and does not look like a concise direct answer."
},
{
"heading": "Leveling Up",
"headingHtml": "<h3>Leveling Up</h3>",
"firstParagraph": "What we're testing, what's working, and what you should actually pay attention to in AI and marketing — straight to your inbox, without the hype.",
"paragraphHtml": "<p>What we're testing, what's working, and what you should actually pay attention to in AI and marketing — straight to your inbox, without the hype.</p>",
"words": 24,
"direct": false,
"issue": "First paragraph is 24 words and does not look like a concise direct answer."
},
{
"heading": "Follow Along",
"headingHtml": "<h3>Follow Along</h3>",
"firstParagraph": "Daily takes on AI, marketing, and what we're building—plus real examples from client work—across LinkedIn, X, Instagram, and TikTok.",
"paragraphHtml": "<p>Daily takes on AI, marketing, and what we're building—plus real examples from client work—across LinkedIn, X, Instagram, and TikTok.</p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Two ways to fill your pipeline. Pick yours.",
"headingHtml": "<h2 class=\"offer-split-headline\">Two ways to fill your pipeline. <span class=\"offer-split-headline-accent\">Pick yours.</span></h2>",
"firstParagraph": "Trusted by teams at Amazon, Uber, Salesforce, and Airbnb",
"paragraphHtml": "<p class=\"offer-split-trust\">Trusted by teams at Amazon, Uber, Salesforce, and Airbnb</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "“Our AI content isn’t converting”",
"headingHtml": "<h3 class=\"offer-split-card__title\">“Our AI content isn’t converting”</h3>",
"firstParagraph": "ClickFlow’s AI plans and writes production-grade content — so you don’t need 10 more writers and editors. Early adopters average 27% more organic traffic in 6 months.",
"paragraphHtml": "<p class=\"offer-split-card__body\">ClickFlow’s AI plans and writes production-grade content — so you don’t need 10 more writers and editors. Early adopters average <strong>27% more organic traffic</strong> in 6 months.</p>",
"words": 28,
"direct": false,
"issue": "First paragraph is 28 words and does not look like a concise direct answer."
},
{
"heading": "“Our LinkedIn ads lack ABM personalization”",
"headingHtml": "<h3 class=\"offer-split-card__title\">“Our LinkedIn ads lack ABM personalization”</h3>",
"firstParagraph": "Karrot generates personalized ads and landing pages for every target account in minutes, not weeks. One team closed 2 deals from just 15 accounts in under 2 weeks.",
"paragraphHtml": "<p class=\"offer-split-card__body\">Karrot generates personalized ads and landing pages for every target account in minutes, not weeks. One team closed <strong>2 deals from just 15 accounts</strong> in under 2 weeks.</p>",
"words": 28,
"direct": false,
"issue": "First paragraph is 28 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.
Needs attention
GEO: Extraction-friendly structure
Issue
Missing extraction signals: optional top summary / TL;DR / key takeaways block, table with <thead> only if the page already has tabular/comparative data, ordered list only if the page explains a workflow/process.
Details
Why it matters
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": true,
"definitionPatterns": 6,
"schemaBlocks": 3,
"missingSignals": [
"optional top summary / TL;DR / key takeaways block",
"table with <thead> only if the page already has tabular/comparative data",
"ordered list only if the page explains a workflow/process"
],
"score": 85,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 81/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 81/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: agency, pipeline, focused, seo, paid, media, growth, buyers, search, differently, now, should, change, too.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Entity and definition clarity
Score
81/100
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 81/100 and needs improvement.
Evidence
{
"title": "Single Grain | Revenue Marketing Agency — Pipeline-Focused SEO, Paid Media & AI Growth",
"h1": "Your Buyers Search Differently Now. Your Marketing Should Change, Too.",
"description": "Stop paying for campaigns that expire. Single Grain builds Revenue Marketing systems that compound. 500+ companies. Billions in revenue influenced. 3.2x average ROI. Get your free growth audit.",
"topicOverlap": 0.2222222222222222,
"definitionCount": 6,
"topicTerms": [
"single",
"grain",
"revenue",
"marketing",
"agency",
"pipeline",
"focused",
"seo",
"paid",
"media",
"growth",
"buyers",
"search",
"differently",
"now",
"should",
"change",
"too"
],
"descriptionTerms": [
"stop",
"paying",
"campaigns",
"expire",
"single",
"grain",
"builds",
"revenue",
"marketing",
"systems",
"compound",
"500",
"companies",
"billions",
"influenced",
"average",
"roi",
"get",
"free"
],
"missingFromDescription": [
"agency",
"pipeline",
"focused",
"seo",
"paid",
"media",
"growth",
"buyers",
"search",
"differently",
"now",
"should",
"change",
"too"
],
"score": 81,
"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.
Needs attention
AEO: Answer intent coverage
Issue
Missing likely AI Overview intent sections: what, benefits, cost, compare.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "Built for How Buyers Find You Now",
"html": "<h2 class=\"section-title\">Built for <span>How Buyers Find You Now</span></h2>"
},
{
"text": "We Don't Advise on AI. We Run It.",
"html": "<h2>We Don't Advise on AI. <strong>We Run It.</strong></h2>"
},
{
"text": "12+ Years Running This Agency. The Last Two Have Been the Most Disruptive.",
"html": "<h2 class=\"founder-title\">12+ Years Running This Agency. <span>The Last Two Have Been the Most Disruptive.</span></h2>"
},
{
"text": "Results our Systems Deliver",
"html": "<h2 class=\"section-title\">Results our Systems <span>Deliver</span></h2>"
},
{
"text": "From First Call to PipelineGrowth in 90 Days.",
"html": "<h2 class=\"section-title\">From First Call to Pipeline<br><span>Growth in 90 Days.</span></h2>"
},
{
"text": "Our Frameworks, in the Open",
"html": "<h2 class=\"section-title\">Our Frameworks, <span>in the Open</span></h2>"
},
{
"text": "Two ways to fill your pipeline. Pick yours.",
"html": "<h2 class=\"offer-split-headline\">Two ways to fill your pipeline. <span class=\"offer-split-headline-accent\">Pick yours.</span></h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Single Grain?",
"pattern": {}
},
{
"id": "how",
"label": "How does Single Grain work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Single Grain?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Single Grain free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Single Grain compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Single Grain?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Single Grain?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Single Grain free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Single Grain 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.
Needs attention
AI context endpoint
Issue
AI context endpoint is informational for this page.
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
100/100
Status
informational
Category
API
Maturity
Emerging recommendation
Goal
Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.
Result
AI context endpoint is informational for this page.
Validation steps
Fetch to find resource
AI context endpoint was not found at the expected path.
Evidence
{
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/ai/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 287443
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 287422
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 287407
}
]
},
"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.
Needs attention
AIO: Query intent coverage
Issue
Missing likely AI Overview intent sections: what, benefits, cost, compare.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [
{
"text": "Built for How Buyers Find You Now",
"html": "<h2 class=\"section-title\">Built for <span>How Buyers Find You Now</span></h2>"
},
{
"text": "We Don't Advise on AI. We Run It.",
"html": "<h2>We Don't Advise on AI. <strong>We Run It.</strong></h2>"
},
{
"text": "12+ Years Running This Agency. The Last Two Have Been the Most Disruptive.",
"html": "<h2 class=\"founder-title\">12+ Years Running This Agency. <span>The Last Two Have Been the Most Disruptive.</span></h2>"
},
{
"text": "Results our Systems Deliver",
"html": "<h2 class=\"section-title\">Results our Systems <span>Deliver</span></h2>"
},
{
"text": "From First Call to PipelineGrowth in 90 Days.",
"html": "<h2 class=\"section-title\">From First Call to Pipeline<br><span>Growth in 90 Days.</span></h2>"
},
{
"text": "Our Frameworks, in the Open",
"html": "<h2 class=\"section-title\">Our Frameworks, <span>in the Open</span></h2>"
},
{
"text": "Two ways to fill your pipeline. Pick yours.",
"html": "<h2 class=\"offer-split-headline\">Two ways to fill your pipeline. <span class=\"offer-split-headline-accent\">Pick yours.</span></h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Single Grain?",
"pattern": {}
},
{
"id": "how",
"label": "How does Single Grain work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Single Grain?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Single Grain free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Single Grain compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Single Grain?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Single Grain?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Single Grain free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Single Grain compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"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.
Needs attention
IndexNow key
Issue
IndexNow key is informational for this page.
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Needs attention
OAuth / OIDC discovery
Issue
OAuth / OIDC discovery was not found at the expected path.
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/openid-configuration",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 287431
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": "text/html; charset=UTF-8",
"length": 287453
}
]
},
"issue": "OAuth / OIDC discovery was not found at the expected path.",
"howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 6,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "signup"
}
]
},
"resourceFetchSucceeded": false
}Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Needs attention
OAuth Protected Resource
Issue
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Why it matters
Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.
Check name
OAuth Protected Resource
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.
Result
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Validation steps
Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 404,
"contentType": "text/html; 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 lang=\"en-US\">\n<head>\n\n<!-- CRITICAL FONTS - PRIORITY ORDER: BOLD (titles), LIGHT (descriptions), REGULAR (fallback) -->\n<link rel=\"preload\" as=\"font\" href=\"/wp-content/themes/singlegrain/assets/dist/fonts/sofiapro/sofiaprobold-webfont-subset.woff2\" type=\"font/woff2\" crossorigin=\"anonymous\" fetchpriority=\"high\">\n<link rel=\"preload\" as=\"font\" href=\"/wp-content/themes/singlegrain/assets/dist/fonts/sofiapro/sofiaprolight-webfont-subset.woff2\" type=\"font/woff2\" crossorigin=\"anonymous\" fetchpriority=\"high\">\n<link rel=\"preload\" as=\"font\" href=\"/wp-content/themes/singlegrain/assets/dist/fonts/sofiapro/sofiaproregular-webfont-subset.woff2\" type=\"font/woff2\" crossorigin=\"anonymous\" fetchpriority=\"high\">\n\n<!-- CRITICAL IMAGES - Preload hero section images (not needed on blog pos"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish resource and authorization_servers as absolute URLs."
},
{
"id": "resource-identity",
"title": "Validate protected resource identity",
"status": "fail",
"evidence": {
"expectedResource": "https://www.singlegrain.com"
},
"issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
"howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
},
{
"id": "protected-route-challenge",
"title": "Probe protected API Bearer challenge",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/admin/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.singlegrain.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.singlegrain.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.singlegrain.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
}
]
},
"issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
"howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 6,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "signup"
}
]
},
"resourceFetchSucceeded": false
}Performance and AccessibilityBest PracticesBrowser audit
Browser errors were logged to the console
100 Fail
Performance and AccessibilityBest PracticesBrowser audit
Browser errors were logged to the console
Check name
Browser errors were logged to the console
Score
0/100
Status
fail
Device
desktop
Category
Best Practices
Fix guidance
Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)
Evidence
{
"description": "Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)"
}Performance and AccessibilityAccessibilityBrowser audit
Elements with `role="dialog"` or `role="alertdialog"` do not have accessible names.
100 Fail
Performance and AccessibilityAccessibilityBrowser audit
Elements with `role="dialog"` or `role="alertdialog"` do not have accessible names.
Check name
Elements with `role="dialog"` or `role="alertdialog"` do not have accessible names.
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
ARIA dialog elements without accessible names may prevent screen readers users from discerning the purpose of these elements. [Learn how to make ARIA dialog elements more accessible](https://dequeuniversity.com/rules/axe/4.10/aria-dialog-name).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "ARIA dialog elements without accessible names may prevent screen readers users from discerning the purpose of these elements. [Learn how to make ARIA dialog elements more accessible](https://dequeuniversity.com/rules/axe/4.10/aria-dialog-name)."
}SEOSEOBrowser audit
Links are not crawlable
100 Fail
SEOSEOBrowser audit
Links are not crawlable
Check name
Links are not crawlable
Score
0/100
Status
fail
Device
desktop
Category
SEO
Fix guidance
Search engines may use `href` attributes on links to crawl websites. Ensure that the `href` attribute of anchor elements links to an appropriate destination, so more pages of the site can be discovered. [Learn how to make links crawlable](https://support.google.com/webmasters/answer/9112205)
Evidence
{
"description": "Search engines may use `href` attributes on links to crawl websites. Ensure that the `href` attribute of anchor elements links to an appropriate destination, so more pages of the site can be discovered. [Learn how to make links crawlable](https://support.google.com/webmasters/answer/9112205)"
}Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
20 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
Check name
Reduce JavaScript execution time
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
10.2 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": "10.2 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": 10177.363999999996
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
15 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
27/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Review the grouped loading performance checks and improve the failing sub-checks listed in evidence.
References
https://web.dev/learn/performance/Evidence
{
"checks": [
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 0,
"displayValue": "4.5 s",
"numericValue": 4483.9317
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 0,
"displayValue": "14.2 s",
"numericValue": 14181.524299999997
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 0,
"displayValue": "9.1 s",
"numericValue": 9125.887149743847
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 0,
"displayValue": "14,360 ms",
"numericValue": 14362.807449999997
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 0,
"displayValue": "2,170 ms",
"numericValue": 2169.999999999998
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 10 ms",
"numericValue": 9.403
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 0,
"displayValue": "25.0 s",
"numericValue": 24965.842719999997
},
{
"id": "uses-rel-preconnect",
"title": "Preconnect to required origins",
"score": 100
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "10 ms",
"numericValue": 6.3762
},
{
"id": "third-party-summary",
"title": "Reduce the impact of third-party code",
"score": 0,
"displayValue": "Third-party code blocked the main thread for 7,300 ms"
},
{
"id": "largest-contentful-paint-element",
"title": "Largest Contentful Paint element",
"score": 0,
"displayValue": "14,180 ms"
}
]
}Performance and AccessibilityPerformanceBrowser audit
Image optimization
10 Fail
Performance and AccessibilityPerformanceBrowser audit
Image optimization
Check name
Image optimization
Score
50/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Review the grouped image optimization checks and improve the failing sub-checks listed in evidence.
References
https://web.dev/learn/performance/Evidence
{
"checks": [
{
"id": "image-aspect-ratio",
"title": "Displays images with correct aspect ratio",
"score": 100
},
{
"id": "uses-responsive-images",
"title": "Properly size images",
"score": 0,
"displayValue": "Est savings of 157 KiB",
"numericValue": 1200
}
]
}Performance and AccessibilityPerformanceBrowser audit
Image elements do not have explicit `width` and `height`
10 Warning
Performance and AccessibilityPerformanceBrowser audit
Image elements do not have explicit `width` and `height`
Check name
Image elements do not have explicit `width` and `height`
Score
50/100
Status
warning
Device
desktop
Category
Performance
Fix guidance
Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)
References
https://web.dev/learn/performance/Evidence
{
"description": "Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)"
}Performance and AccessibilityPerformanceBrowser audit
Some third-party resources can be lazy loaded with a facade
10 Warning
Performance and AccessibilityPerformanceBrowser audit
Some third-party resources can be lazy loaded with a facade
Check name
Some third-party resources can be lazy loaded with a facade
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
1 facade alternative available
Fix guidance
Some third-party embeds can be lazy loaded. Consider replacing them with a facade until they are required. [Learn how to defer third-parties with a facade](https://developer.chrome.com/docs/lighthouse/performance/third-party-facades/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "1 facade alternative available",
"description": "Some third-party embeds can be lazy loaded. Consider replacing them with a facade until they are required. [Learn how to defer third-parties with a facade](https://developer.chrome.com/docs/lighthouse/performance/third-party-facades/)."
}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 |
|---|---|---|---|
| 45/100 | Level 2, Agent-Limited | Current report |