Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 32 out of 100
- Agent Ease of Use 6 out of 100
- Security & Trust 40 out of 100
- GEO, AIO and AEO 66 out of 100
- SEO 100 out of 100
- Performance and Accessibility 89 out of 100
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 32 | Priority fix | 5 | 18 | 0 | View details |
| Discoverability | 14 | Priority fix | 1 | 8 | 0 | View details |
| Content Readiness | 50 | Needs work | 3 | 7 | 0 | View details |
| Bot Access Control | 33 | Priority fix | 1 | 3 | 0 | View details |
| Agent Ease of Use | 6 | Priority fix | 15 | 22 | 3 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 11 | 0 | 0 | |
| MCP | 13 | Priority fix | 0 | 6 | 2 | View details |
| Skill Discovery | 5 | Priority fix | 0 | 10 | 1 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 66 | Needs work | 4 | 2 | 14 | View details |
| GEO Readiness | 63 | Needs work | 1 | 1 | 4 | View details |
| AIO Readiness | 60 | Needs work | 1 | 1 | 5 | View details |
| AEO Readiness | 75 | Mostly ready | 2 | 0 | 5 | |
| SEO | 100 | Strong | 11 | 0 | 0 | |
| SEO | 100 | Strong | 11 | 0 | 0 | |
| Security & Trust | 40 | Priority fix | 6 | 3 | 0 | View details |
| Security & Trust | 40 | Priority fix | 2 | 3 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 89 | Mostly ready | 21 | 2 | 3 | View details |
| Performance | 84 | Mostly ready | 15 | 2 | 3 | View details |
| Accessibility | 97 | Strong | 6 | 0 | 0 |
Prioritized recommendations
Issues ranked by score impact
46 items need attention
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
50 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
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><html lang=\"en\" class=\"dm_serif_display_97c8a6f2-module__HOvMyW__variable dm_sans_40b93add-module__kJBK_q__variable jetbrains_mono_6104e6b7-module__s6uLTa__variable h-full antialiased\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"image\" href=\"/MindsourceFinalLogo.png\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0vzwywhbjup3a.css\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/0f8rxm8v.uokl.js\"/><script src=\"/_next/static/chunks/0pqt~8bl3ukh4.js\" async=\"\"></script><script src=\"/_next/static/chunks/0by26_fgpwr7x.js\" async=\"\"></script><script src=\"/_next/static/chunks/1233rkk7hpuu9.js\" async=\"\"></script><script src=\"/_next/static/chunks/tur"
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
50 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
Needs attention
Content Signal
Issue
Missing Content-Signal(s): ai-input. Found: ai-train, search
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": [
"search=yes",
"ai-train=no"
],
"ai-train": true,
"search": true,
"ai-input": false
}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><html lang=\"en\" class=\"dm_serif_display_97c8a6f2-module__HOvMyW__variable dm_sans_40b93add-module__kJBK_q__variable jetbrains_mono_6104e6b7-module__s6uLTa__variable h-full antialiased\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"image\" href=\"/MindsourceFinalLogo.png\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0vzwywhbjup3a.css\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/0f8rxm8v.uokl.js\"/><script src=\"/_next/static/chunks/0pqt~8bl3ukh4.js\" async=\"\"></script><script src=\"/_next/static/chunks/0by26_fgpwr7x.js\" async=\"\"></script><script src=\"/_next/static/chunks/1233rkk7hpuu9.js\" async=\"\"></script><script src=\"/_next/static/chunks/tur"
},
{
"path": "/openapi.yaml",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" class=\"dm_serif_display_97c8a6f2-module__HOvMyW__variable dm_sans_40b93add-module__kJBK_q__variable jetbrains_mono_6104e6b7-module__s6uLTa__variable h-full antialiased\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"image\" href=\"/MindsourceFinalLogo.png\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0vzwywhbjup3a.css\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/0f8rxm8v.uokl.js\"/><script src=\"/_next/static/chunks/0pqt~8bl3ukh4.js\" async=\"\"></script><script src=\"/_next/static/chunks/0by26_fgpwr7x.js\" async=\"\"></script><script src=\"/_next/static/chunks/1233rkk7hpuu9.js\" async=\"\"></script><script src=\"/_next/static/chunks/tur"
},
{
"path": "/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" class=\"dm_serif_display_97c8a6f2-module__HOvMyW__variable dm_sans_40b93add-module__kJBK_q__variable jetbrains_mono_6104e6b7-module__s6uLTa__variable h-full antialiased\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"image\" href=\"/MindsourceFinalLogo.png\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0vzwywhbjup3a.css\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/0f8rxm8v.uokl.js\"/><script src=\"/_next/static/chunks/0pqt~8bl3ukh4.js\" async=\"\"></script><script src=\"/_next/static/chunks/0by26_fgpwr7x.js\" async=\"\"></script><script src=\"/_next/static/chunks/1233rkk7hpuu9.js\" async=\"\"></script><script src=\"/_next/static/chunks/tur"
},
{
"path": "/swagger.yaml",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" class=\"dm_serif_display_97c8a6f2-module__HOvMyW__variable dm_sans_40b93add-module__kJBK_q__variable jetbrains_mono_6104e6b7-module__s6uLTa__variable h-full antialiased\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"image\" href=\"/MindsourceFinalLogo.png\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0vzwywhbjup3a.css\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/0f8rxm8v.uokl.js\"/><script src=\"/_next/static/chunks/0pqt~8bl3ukh4.js\" async=\"\"></script><script src=\"/_next/static/chunks/0by26_fgpwr7x.js\" async=\"\"></script><script src=\"/_next/static/chunks/1233rkk7hpuu9.js\" async=\"\"></script><script src=\"/_next/static/chunks/tur"
},
{
"path": "/api/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" class=\"dm_serif_display_97c8a6f2-module__HOvMyW__variable dm_sans_40b93add-module__kJBK_q__variable jetbrains_mono_6104e6b7-module__s6uLTa__variable h-full antialiased\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"image\" href=\"/MindsourceFinalLogo.png\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0vzwywhbjup3a.css\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/0f8rxm8v.uokl.js\"/><script src=\"/_next/static/chunks/0pqt~8bl3ukh4.js\" async=\"\"></script><script src=\"/_next/static/chunks/0by26_fgpwr7x.js\" async=\"\"></script><script src=\"/_next/static/chunks/1233rkk7hpuu9.js\" async=\"\"></script><script src=\"/_next/static/chunks/tur"
},
{
"path": "/api/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" class=\"dm_serif_display_97c8a6f2-module__HOvMyW__variable dm_sans_40b93add-module__kJBK_q__variable jetbrains_mono_6104e6b7-module__s6uLTa__variable h-full antialiased\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"image\" href=\"/MindsourceFinalLogo.png\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0vzwywhbjup3a.css\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/0f8rxm8v.uokl.js\"/><script src=\"/_next/static/chunks/0pqt~8bl3ukh4.js\" async=\"\"></script><script src=\"/_next/static/chunks/0by26_fgpwr7x.js\" async=\"\"></script><script src=\"/_next/static/chunks/1233rkk7hpuu9.js\" async=\"\"></script><script src=\"/_next/static/chunks/tur"
},
{
"path": "/docs/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" class=\"dm_serif_display_97c8a6f2-module__HOvMyW__variable dm_sans_40b93add-module__kJBK_q__variable jetbrains_mono_6104e6b7-module__s6uLTa__variable h-full antialiased\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"image\" href=\"/MindsourceFinalLogo.png\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0vzwywhbjup3a.css\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/0f8rxm8v.uokl.js\"/><script src=\"/_next/static/chunks/0pqt~8bl3ukh4.js\" async=\"\"></script><script src=\"/_next/static/chunks/0by26_fgpwr7x.js\" async=\"\"></script><script src=\"/_next/static/chunks/1233rkk7hpuu9.js\" async=\"\"></script><script src=\"/_next/static/chunks/tur"
}
]
},
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
}
]
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
50 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
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": 51016
}
]
},
"issue": "Web Bot Auth request signing was not found at the expected path.",
"howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is missing or incomplete.
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is missing or incomplete.
Needs attention
Content freshness signals
Issue
Content freshness signals are incomplete: missing Last-Modified HTTP header; missing dateModified/datePublished in JSON-LD; missing meta or <time> freshness tags.
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is missing or incomplete.
Evidence
{
"lastModified": null,
"schemaDates": [],
"metaDateCount": 0,
"timeDateCount": 0
}Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
33 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.
33 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.
33 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
}AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
33 Fail
AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
Needs attention
llms.txt
Issue
llms.txt was not found at the expected path.
Why it matters
llms.txt gives language-model clients a concise, curated summary of important site context and links before they crawl broadly.
Check name
llms.txt
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Emerging recommendation
Goal
Publish llms.txt to summarize agent-readable site guidance.
Result
llms.txt failed at "Fetch to find resource".
Validation steps
Fetch to find resource
llms.txt was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/llms.txt",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 51016
},
{
"path": "/llms-full.txt",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 51016
}
]
},
"issue": "llms.txt was not found at the expected path.",
"howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
33 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
Needs attention
Markdown negotiation
Issue
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
Markdown content type
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "accept-encoding".
Structured Markdown body
Markdown response is missing a heading.
Evidence
{
"failedStep": "content-type",
"steps": [
{
"id": "content-type",
"title": "Markdown content type",
"status": "fail",
"evidence": {
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
},
"issue": "Content-Type \"text/html; charset=utf-8\" does not indicate Markdown when requested with Accept: text/markdown.",
"howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
},
{
"id": "vary-accept",
"title": "Vary: Accept header",
"status": "fail",
"evidence": {
"vary": "accept-encoding"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"accept-encoding\".",
"howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
},
{
"id": "markdown-content",
"title": "Structured Markdown body",
"status": "fail",
"evidence": {
"valid": false,
"hasHeading": false,
"wordCount": 16993,
"excerpt": "<!DOCTYPE html><html lang=\"en\" class=\"dm_serif_display_97c8a6f2-module__HOvMyW__variable dm_sans_40b93add-module__kJBK_q__variable jetbrains_mono_6104e6b7-module__s6uLTa__variable h-full antialiased\"><head><meta charSet=\"utf-8\"/><meta name=",
"issue": "Markdown response is missing a heading."
},
"issue": "Markdown response is missing a heading.",
"howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
}
]
}Agent Ease of 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": 51016
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 51016
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 51016
}
]
},
"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": 51016
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 51016
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 51016
}
]
},
"issue": "mcp.json was not found at the expected path.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
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": 51016
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 51016
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 51016
}
]
},
"issue": "WebMCP manifest was not found at the expected path.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
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": 51016
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 51016
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 51016
}
]
},
"issue": "A2A Agent Card was not found at the expected path.",
"howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
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": 51016
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 51016
}
]
},
"issue": "Agent Skills index was not found at the expected path.",
"howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
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": 51016
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 51016
}
]
},
"issue": "agent.json was not found at the expected path.",
"howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
}
]
}Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
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": 51016
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 51016
}
]
},
"issue": "agents.json was not found at the expected path.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
FAQPage schema
FAQPage schema is missing or incomplete.
17 Fail
AI DiscoverabilityDiscoverabilityEstablished
FAQPage schema
FAQPage schema is missing or incomplete.
Needs attention
FAQPage schema
Issue
FAQ content was detected but no FAQPage schema was found.
Why it matters
FAQPage schema lets agents extract visible question-and-answer content cleanly and avoid guessing which text is an answer.
Check name
FAQPage schema
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Expose question-and-answer content in FAQPage structured data when FAQs are present.
Result
FAQPage schema is missing or incomplete.
Evidence
{
"found": false,
"visibleFaq": true,
"allTypes": []
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
17 Fail
AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
Needs attention
High-value schema types
Issue
No high-value schema types (e.g. Article, Product, Service) were found.
Why it matters
High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.
Check name
High-value schema types
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Use schema types that describe the page's primary content or offering.
Result
High-value schema types is missing or incomplete.
Evidence
{
"found": [],
"expected": [
"Article",
"BlogPosting",
"NewsArticle",
"Product",
"SoftwareApplication",
"FAQPage",
"LocalBusiness",
"VideoObject",
"HowTo",
"Event",
"Course",
"Review",
"Service"
],
"allTypes": []
}AI DiscoverabilityDiscoverabilityEstablished
JSON-LD present
JSON-LD present is missing or incomplete.
17 Fail
AI DiscoverabilityDiscoverabilityEstablished
JSON-LD present
JSON-LD present is missing or incomplete.
Needs attention
JSON-LD present
Issue
No JSON-LD blocks found.
Why it matters
JSON-LD is a low-friction structured data format that agents can extract without interpreting page presentation or microdata markup.
Check name
JSON-LD present
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Expose schema.org JSON-LD so AI search systems can parse page entities.
Result
JSON-LD present is missing or incomplete.
Evidence
{
"blocks": 0,
"validBlocks": 0,
"schemaContextBlocks": 0,
"errors": [],
"documents": [],
"nodes": []
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
17 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": []
},
"issue": "No useful agent discovery Link headers were found.",
"howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
},
{
"id": "target-validation",
"title": "Fetch same-origin Link header targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin Link header targets were available to fetch."
}
]
},
"issue": "Link headers did not expose any same-origin targets to validate.",
"howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
17 Fail
AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
Needs attention
Organization / WebSite schema
Issue
Neither Organization nor WebSite schema types were found in JSON-LD.
Why it matters
Organization and WebSite schema help agents identify the publisher, canonical site identity, logo, and related profiles for attribution.
Check name
Organization / WebSite schema
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Identify the site owner and website entity in structured data.
Result
Organization / WebSite schema is missing or incomplete.
Evidence
{
"found": [],
"allTypes": []
}AI DiscoverabilityDiscoverabilityEstablished
Sitemap
Sitemap is missing or incomplete.
17 Fail
AI DiscoverabilityDiscoverabilityEstablished
Sitemap
Sitemap is missing or incomplete.
Needs attention
Sitemap
Issue
No valid XML sitemap found at checked locations: https://mindsource.com/sitemap.xml, https://mindsource.com/sitemap_index.xml, https://mindsource.com/sitemap-index.xml.
Why it matters
Sitemaps help crawlers and agents discover canonical URLs, updated pages, and deeper content that may not be obvious from the homepage navigation.
Check name
Sitemap
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Publish a sitemap and reference it from robots.txt.
Result
Sitemap is missing or incomplete.
Evidence
{
"checked": [
"https://mindsource.com/sitemap.xml",
"https://mindsource.com/sitemap_index.xml",
"https://mindsource.com/sitemap-index.xml"
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
15 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Needs attention
DNS-AID Agent Discovery
Issue
No DNS-AID entrypoint records were found under _agents.
Why it matters
DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.
Check name
DNS-AID Agent Discovery
Score
25/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.
Result
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Validation steps
Resolve DNS-AID SVCB/HTTPS records
No DNS-AID entrypoint records were found under _agents.
Validate alpn and endpoint parameters
Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.
Check DNSSEC material
DNSSEC material was not visible for the hostname or parent zone from this resolver.
Evidence
{
"failedStep": "svcb-https-records",
"steps": [
{
"id": "svcb-https-records",
"title": "Resolve DNS-AID SVCB/HTTPS records",
"status": "fail",
"evidence": {
"hostname": "mindsource.com",
"probes": [
{
"name": "_index._agents.mindsource.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.mindsource.com",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
}
]
},
"issue": "No DNS-AID entrypoint records were found under _agents.",
"howToFix": "Publish ServiceMode SVCB/HTTPS records such as _index._agents.example.com or _a2a._agents.example.com."
},
{
"id": "service-params",
"title": "Validate alpn and endpoint parameters",
"status": "informational",
"evidence": {
"discovered": []
},
"howToFix": "Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint."
},
{
"id": "dnssec",
"title": "Check DNSSEC material",
"status": "warning",
"evidence": {
"hasDnssecMaterial": false,
"checked": [
{
"name": "mindsource.com",
"dnssecTypes": [],
"dnssecRecordCount": 0
}
]
},
"issue": "DNSSEC material was not visible for the hostname or parent zone from this resolver.",
"howToFix": "Sign the public discovery zone with DNSSEC so validating resolvers can return authenticated data."
}
]
}Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
13 Warning
Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
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> is missing a name attribute.<input> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.<input> is missing a name attribute.<input> is missing tool-param-description.<select> is missing a name attribute.<select> is missing tool-param-description.
Detect WebMCP imperative API usage
navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.
Detect WebMCP browser navigator injection
navigator.modelContext was not detected in the rendered browser page.
Interactive surface coverage
Only 0% of interactive surfaces are annotated.
Evidence
{
"failedStep": "declarative-annotation-quality",
"steps": [
{
"id": "data-mcp-tool-attributes",
"title": "Detect data-mcp-tool annotations",
"status": "informational",
"evidence": {
"dataMcpToolCount": 0,
"dataMcpTools": []
},
"issue": "No data-mcp-tool attributes were found on interactive elements.",
"howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
},
{
"id": "declarative-tags",
"title": "Detect WebMCP declarative tags",
"status": "informational",
"evidence": {
"totalForms": 0,
"formsWithTags": 0,
"totalInteractive": 59,
"interactiveWithTags": 0,
"totalCount": 59,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<select> is missing a name attribute.",
"<select> is missing tool-param-description."
]
},
"issue": "No elements found with tool-name or tool-description attributes.",
"howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
},
{
"id": "declarative-annotation-quality",
"title": "Validate WebMCP declarative annotation quality",
"status": "warning",
"evidence": {
"issueCount": 8,
"issues": [
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<select> is missing a name attribute.",
"<select> is missing tool-param-description."
]
},
"issue": "WebMCP declarative annotations need fixes.",
"issueDetails": [
{
"title": "WebMCP declarative annotation issues",
"items": [
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
},
{
"type": "code",
"value": "<select> is missing a name attribute."
},
{
"type": "code",
"value": "<select> is missing tool-param-description."
}
]
}
],
"howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
},
{
"id": "imperative-api",
"title": "Detect WebMCP imperative API usage",
"status": "informational",
"evidence": {
"staticSignals": {
"detected": false,
"matched": []
},
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
"howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
},
{
"id": "browser-navigator-injection",
"title": "Detect WebMCP browser navigator injection",
"status": "informational",
"evidence": {
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext was not detected in the rendered browser page.",
"howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
},
{
"id": "surface-coverage",
"title": "Interactive surface coverage",
"status": "informational",
"evidence": {
"totalForms": 0,
"formsWithTags": 0,
"totalInteractive": 59,
"interactiveWithTags": 0,
"totalCount": 59,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<select> is missing a name attribute.",
"<select> is missing tool-param-description."
]
},
"issue": "Only 0% of interactive surfaces are annotated.",
"howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
}
],
"staticSignals": {
"detected": false,
"matched": []
},
"coverage": {
"totalForms": 0,
"formsWithTags": 0,
"totalInteractive": 59,
"interactiveWithTags": 0,
"totalCount": 59,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<input> is missing a name attribute.",
"<input> is missing tool-param-description.",
"<select> is missing a name attribute.",
"<select> 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: Visible structured data match
AIO: Visible structured data match scored 0/100 and needs a fix.
7 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 0/100 and needs a fix.
Needs attention
AIO: Visible structured data match
Issue
No JSON-LD structured data was 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: Visible structured data match
Score
0/100
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: Visible structured data match scored 0/100 and needs a fix.
Evidence
{
"schemaCount": 0,
"mismatches": [],
"score": 0,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: AI crawler accessibility
GEO: AI crawler accessibility scored 45/100 and needs a fix.
5 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: AI crawler accessibility
GEO: AI crawler accessibility scored 45/100 and needs a fix.
Needs attention
GEO: AI crawler accessibility
Issue
robots.txt blocks these AI crawlers: gptbot, claudebot, google-extended. No rendered JSON-LD schema block was detected.
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: AI crawler accessibility
Score
45/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: AI crawler accessibility scored 45/100 and needs a fix.
Evidence
{
"textWords": 2136,
"htmlBytes": 138647,
"robots": {
"checkedCrawlers": [
"gptbot",
"chatgpt-user",
"claudebot",
"perplexitybot",
"google-extended"
],
"blocked": [
"gptbot",
"claudebot",
"google-extended"
],
"allows": false
},
"schemaBlocks": 0,
"finalUrl": "https://mindsource.com/",
"robotsExcerpt": "# As a condition of accessing this website, you agree to abide by the following\n# content signals:\n\n# (a) If a Content-Signal = yes, you may collect content for the corresponding\n# use.\n# (b) If a Content-Signal = no, you may not collect content for the\n# corresponding use.\n# (c) If the website operator does not include a Content-Signal for a\n# corresponding use, the website operator neither grants nor restricts\n# permission via Content-Signal with respect to the corresponding use.\n\n# The content signals and their meanings are:\n\n# search: building a search index and providing search results (e.g., returning\n# hyperlinks and short excerpts from your website's contents). Search does not\n# include providing AI-generated search summaries.\n# ai-input",
"score": 45,
"weight": 26
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
5 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
23 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": 28,
"passing": 5,
"failing": [
{
"heading": "A Track Record Built in Production",
"headingHtml": "<h2 class=\"mt-3 font-display text-3xl text-white sm:text-4xl\">A Track Record Built in Production</h2>",
"firstParagraph": "These are real outcomes from real engagements. See the proof →",
"paragraphHtml": "<p class=\"mt-12 text-sm text-white/55\">These are real outcomes from real engagements.<!-- --> <a class=\"font-semibold text-blue-brand transition-colors hover:text-orange-brand\" href=\"/proof/\">See the proof →</a></p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "AI Safety and Control Is an Execution Requirement",
"headingHtml": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">AI Safety and Control Is an Execution Requirement</h2>",
"firstParagraph": "Execution speed does not come from moving recklessly. It comes from knowing when control must be asserted and when it can recede.",
"paragraphHtml": "<p>Execution speed does not come from moving recklessly. It comes from knowing when control must be asserted and when it can recede.</p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "What Could MindSource Return to You?",
"headingHtml": "<h2 class=\"mt-3 font-display text-3xl text-white sm:text-4xl lg:text-5xl\">What Could MindSource Return to You?</h2>",
"firstParagraph": "Move the sliders to match your organization. See your potential return before the first conversation.",
"paragraphHtml": "<p class=\"mx-auto mt-3 max-w-xl text-white/55\">Move the sliders to match your organization. See your potential return before the first conversation.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Your Organization",
"headingHtml": "<h3 class=\"text-sm font-bold uppercase tracking-wider text-white\">Your Organization</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Built for Real Work, Not Just AI Experiments",
"headingHtml": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">Built for Real Work, Not Just AI Experiments</h2>",
"firstParagraph": "MindSource works with organizations at different stages of AI adoption, from teams taking their first steps to those scaling automation across the business.",
"paragraphHtml": "<p>MindSource works with organizations at different stages of AI adoption, from teams taking their first steps to those scaling automation across the business.</p>",
"words": 23,
"direct": false,
"issue": "First paragraph is 23 words and does not look like a concise direct answer."
},
{
"heading": "Every Quarter You Wait Has a Number.",
"headingHtml": "<h2 class=\"mt-3 font-display text-3xl sm:text-4xl lg:text-5xl\">Every Quarter You Wait Has a Number.</h2>",
"firstParagraph": "What Waiting Costs",
"paragraphHtml": "<p class=\"font-mono text-xs font-bold uppercase tracking-[0.18em] text-orange-brand\">What Waiting Costs</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Why Organizations Choose MindSource",
"headingHtml": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">Why Organizations Choose MindSource</h2>",
"firstParagraph": "Organizations engage MindSource when optimism is no longer sufficient and execution certainty becomes essential.",
"paragraphHtml": "<p>Organizations engage MindSource when optimism is no longer sufficient and execution certainty becomes essential.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Where Do You Stand on AI?",
"headingHtml": "<h2 class=\"mt-3 font-display text-3xl text-text-dark sm:text-4xl\">Where Do You Stand on AI?</h2>",
"firstParagraph": "Eight quick questions. Two minutes. A personalized roadmap and your smartest next step.",
"paragraphHtml": "<p class=\"mt-5 text-lg text-text-mid\">Eight quick questions. Two minutes. A personalized roadmap and your smartest next step.</p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "Execution, With Ownership",
"headingHtml": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">Execution, With Ownership</h2>",
"firstParagraph": "MindSource is deliberately structured around ownership, not advisory distance.",
"paragraphHtml": "<p>MindSource is deliberately structured around ownership, not advisory distance.</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Proven Across Real Operating Conditions",
"headingHtml": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">Proven Across Real Operating Conditions</h2>",
"firstParagraph": "MindSource brings decades of experience delivering technology-enabled execution under real operational constraints. Our work spans 200+ client engagements across small and mid-market organizations, high-growth teams, and global enterprises.",
"paragraphHtml": "<p>MindSource brings decades of experience delivering technology-enabled execution under real operational constraints. Our work spans 200+ client engagements across small and mid-market organizations, high-growth teams, and global enterprises.</p>",
"words": 28,
"direct": false,
"issue": "First paragraph is 28 words and does not look like a concise direct answer."
},
{
"heading": "Delivering the Future Safely and Profitably",
"headingHtml": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">Delivering the Future Safely and Profitably</h2>",
"firstParagraph": "The future of business is built on AI-enabled workflows, automation, and intelligent decision support.",
"paragraphHtml": "<p>The future of business is built on AI-enabled workflows, automation, and intelligent decision support.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Red Leaderâ„¢",
"headingHtml": "<h3 class=\"mt-2 font-display text-2xl text-text-dark\">Red Leader™</h3>",
"firstParagraph": "Unified execution authority for AI incidents in production, providing decisive intervention and stabilization while the business continues to run.",
"paragraphHtml": "<p class=\"text-base leading-relaxed text-text-mid lg:text-lg\">Unified execution authority for AI incidents in production, providing decisive intervention and stabilization while the business continues to run.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Guardian Teamsâ„¢",
"headingHtml": "<h3 class=\"mt-2 font-display text-2xl text-text-dark\">Guardian Teams™</h3>",
"firstParagraph": "Sustained oversight after go-live to preserve alignment, detect drift, and ensure execution discipline holds as systems evolve.",
"paragraphHtml": "<p class=\"text-base leading-relaxed text-text-mid lg:text-lg\">Sustained oversight after go-live to preserve alignment, detect drift, and ensure execution discipline holds as systems evolve.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "PODsâ„¢",
"headingHtml": "<h3 class=\"mt-2 font-display text-2xl text-text-dark\">PODs™</h3>",
"firstParagraph": "Bounded delivery units that create clarity around ownership and outcomes without reorganizing the business.",
"paragraphHtml": "<p class=\"text-base leading-relaxed text-text-mid lg:text-lg\">Bounded delivery units that create clarity around ownership and outcomes without reorganizing the business.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "AI Control Plane",
"headingHtml": "<h3 class=\"mt-2 font-display text-2xl text-text-dark\">AI Control Plane</h3>",
"firstParagraph": "Runtime governance embedded directly into execution, enforcing identity, authority, behavioral constraints, and intervention paths at scale.",
"paragraphHtml": "<p class=\"text-base leading-relaxed text-text-mid lg:text-lg\">Runtime governance embedded directly into execution, enforcing identity, authority, behavioral constraints, and intervention paths at scale.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Questions Buyers AskBefore They Call Us",
"headingHtml": "<h2 class=\"mt-4 font-display text-3xl leading-tight text-white sm:text-4xl lg:text-[2.6rem]\">Questions Buyers Ask<br>Before They Call Us</h2>",
"firstParagraph": "Straight answers. No sales language.",
"paragraphHtml": "<p class=\"mx-auto mt-4 max-w-xl text-base text-white/55\">Straight answers. No sales language.</p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "\"The Future\" Delivered.",
"headingHtml": "<h2 class=\"font-display text-3xl leading-tight text-white sm:text-4xl lg:text-5xl\">"The Future" Delivered.</h2>",
"firstParagraph": "MindSource exists to help organizations execute responsibly as AI becomes part of how business actually runs.",
"paragraphHtml": "<p class=\"mx-auto mt-5 max-w-2xl text-base text-white/75 sm:text-lg\">MindSource exists to help organizations execute responsibly as AI becomes part of how business actually runs.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Red Leaderâ„¢",
"headingHtml": "<h2 class=\"font-display text-2xl font-bold text-navy\">Red Leader™</h2>",
"firstParagraph": "The tactical strike team for your tech emergencies",
"paragraphHtml": "<p class=\"mt-2 text-blue-brand text-sm font-mono uppercase tracking-widest\">The tactical strike team for your tech emergencies</p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "SWARMSâ„¢",
"headingHtml": "<h2 class=\"font-display text-2xl font-bold text-navy\">SWARMS™</h2>",
"firstParagraph": "Operating Diagnostic",
"paragraphHtml": "<p class=\"mt-2 text-blue-brand text-sm font-mono uppercase tracking-widest\">Operating Diagnostic</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Guardian Teamsâ„¢",
"headingHtml": "<h2 class=\"font-display text-2xl font-bold text-navy\">Guardian Teams™</h2>",
"firstParagraph": "Sustained Confidence",
"paragraphHtml": "<p class=\"mt-2 text-blue-brand text-sm font-mono uppercase tracking-widest\">Sustained Confidence</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "PODsâ„¢",
"headingHtml": "<h2 class=\"font-display text-2xl font-bold text-navy\">PODs™</h2>",
"firstParagraph": "Bounded Ownership",
"paragraphHtml": "<p class=\"mt-2 text-blue-brand text-sm font-mono uppercase tracking-widest\">Bounded Ownership</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "AI Control Plane",
"headingHtml": "<h2 class=\"font-display text-2xl font-bold text-navy\">AI Control Plane</h2>",
"firstParagraph": "Control Architecture",
"paragraphHtml": "<p class=\"mt-2 text-blue-brand text-sm font-mono uppercase tracking-widest\">Control Architecture</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Speed & Control",
"headingHtml": "<h2 class=\"font-display text-2xl font-bold text-navy\">Speed & Control</h2>",
"firstParagraph": "Execution Discipline",
"paragraphHtml": "<p class=\"mt-2 text-blue-brand text-sm font-mono uppercase tracking-widest\">Execution Discipline</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 60/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 60/100 and needs improvement.
Needs attention
AEO: Answer evidence and trust
Issue
Missing AIO trust signals: 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
60/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer evidence and trust scored 60/100 and needs improvement.
Evidence
{
"signals": {
"author": true,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"publisher",
"freshnessDate"
],
"authorMeta": "MindSource",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "/about/",
"text": "About",
"html": "<a class=\"nav-link text-sm font-medium text-white/85 hover:text-white\" href=\"/about/\">About</a>"
},
{
"href": "/contact/?source=roi",
"text": "Talk to MindSource About Your ROI",
"html": "<a class=\"ms-btn group inline-flex items-center gap-2 font-semibold tracking-wide rounded-full border transition-all duration-300 ease-out focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 text-white border-transparent px-8 py-3.5 bg-[linear-gradient(135deg,#FF8A00,#FF6200)] hover:-translate-y-0.5 hover:bg-[linear-gradient(135deg,#FFA033,#FF7A00)] hover:shadow-[0_0_20px_rgba(255,138,0,0.6),0_0_50px_rgba(255,138,0,0.2)] focus-visible:outline-orange-brand [animation:m..."
},
{
"href": "/about/",
"text": "About",
"html": "<a class=\"transition-colors hover:text-cyan-brand\" href=\"/about/\">About</a>"
}
],
"contactLinks": [
{
"href": "/contact/",
"text": "Talk to MindSource",
"html": "<a class=\"ms-btn group inline-flex items-center gap-2 font-semibold tracking-wide rounded-full border transition-all duration-300 ease-out focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 bg-blue-brand text-white border-[1.5px] border-transparent px-5 py-2.5 text-sm hover:bg-transparent hover:text-orange-brand hover:border-orange-brand hover:shadow-[0_0_14px_rgba(255,138,0,0.35)] focus-visible:outline-orange-brand active:scale-[0.97]\" href=\"/contact/\"><span>Talk to..."
},
{
"href": "/contact/",
"text": "Talk to MindSource",
"html": "<a class=\"ms-btn group inline-flex items-center gap-2 font-semibold tracking-wide rounded-full border transition-all duration-300 ease-out focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 bg-blue-brand text-white border-transparent px-8 py-3.5 hover:-translate-y-0.5 hover:bg-[#007FD4] hover:shadow-[0_0_18px_rgba(0,153,255,0.5),0_0_40px_rgba(255,138,0,0.25)] focus-visible:outline-blue-brand active:scale-[0.97]\" href=\"/contact/\"><span>Talk to MindSource</span><svg xm..."
},
{
"href": "/contact/?source=roi",
"text": "Talk to MindSource About Your ROI",
"html": "<a class=\"ms-btn group inline-flex items-center gap-2 font-semibold tracking-wide rounded-full border transition-all duration-300 ease-out focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 text-white border-transparent px-8 py-3.5 bg-[linear-gradient(135deg,#FF8A00,#FF6200)] hover:-translate-y-0.5 hover:bg-[linear-gradient(135deg,#FFA033,#FF7A00)] hover:shadow-[0_0_20px_rgba(255,138,0,0.6),0_0_50px_rgba(255,138,0,0.2)] focus-visible:outline-orange-brand [animation:m..."
},
{
"href": "/contact/?source=cost-clock",
"text": "Stop the Clock",
"html": "<a class=\"ms-btn group inline-flex items-center gap-2 font-semibold tracking-wide rounded-full border transition-all duration-300 ease-out focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 text-white border-transparent px-8 py-3.5 bg-[linear-gradient(135deg,#FF8A00,#FF6200)] hover:-translate-y-0.5 hover:bg-[linear-gradient(135deg,#FFA033,#FF7A00)] hover:shadow-[0_0_20px_rgba(255,138,0,0.6),0_0_50px_rgba(255,138,0,0.2)] focus-visible:outline-orange-brand [animation:m..."
},
{
"href": "/contact/",
"text": "Talk to MindSource",
"html": "<a class=\"ms-btn group inline-flex items-center gap-2 font-semibold tracking-wide rounded-full border transition-all duration-300 ease-out focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 bg-transparent text-blue-brand border-blue-brand border-[1.5px] px-7 py-[0.78rem] hover:-translate-y-0.5 hover:bg-blue-brand/10 hover:border-cyan-brand hover:text-cyan-brand hover:shadow-[0_0_16px_rgba(0,212,200,0.3)] focus-visible:outline-blue-brand active:scale-[0.97]\" href=\"/co..."
},
{
"href": "/contact/",
"text": "Talk to MindSource→",
"html": "<a class=\"mt-6 inline-flex items-center gap-2 rounded-full bg-[linear-gradient(135deg,#FF8A00,#e67a00)] px-9 py-3.5 text-sm font-bold text-white shadow-[0_4px_24px_rgba(255,138,0,0.35)] transition-all duration-200 hover:-translate-y-0.5 hover:shadow-[0_8px_32px_rgba(255,138,0,0.5)]\" href=\"/contact/\">Talk to MindSource<span aria-hidden=\"true\">→</span></a>"
},
{
"href": "/contact/",
"text": "Talk to MindSource",
"html": "<a class=\"ms-btn group inline-flex items-center gap-2 font-semibold tracking-wide rounded-full border transition-all duration-300 ease-out focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 bg-blue-brand text-white border-transparent px-8 py-3.5 hover:-translate-y-0.5 hover:bg-[#007FD4] hover:shadow-[0_0_18px_rgba(0,153,255,0.5),0_0_40px_rgba(255,138,0,0.25)] focus-visible:outline-blue-brand active:scale-[0.97]\" href=\"/contact/\"><span>Talk to MindSource</span><svg xm..."
},
{
"href": "/contact/",
"text": "Talk to MindSource",
"html": "<a class=\"ms-btn group inline-flex items-center gap-2 font-semibold tracking-wide rounded-full border transition-all duration-300 ease-out focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 text-white border-transparent px-8 py-3.5 bg-[linear-gradient(135deg,#FF8A00,#FF6200)] hover:-translate-y-0.5 hover:bg-[linear-gradient(135deg,#FFA033,#FF7A00)] hover:shadow-[0_0_20px_rgba(255,138,0,0.6),0_0_50px_rgba(255,138,0,0.2)] focus-visible:outline-orange-brand [animation:m..."
},
{
"href": "/contact/",
"text": "Talk to Us →",
"html": "<a class=\"inline-flex shrink-0 items-center gap-1.5 rounded-full bg-[linear-gradient(135deg,#0099FF,#0066CC)] px-5 py-2 text-sm font-bold text-white shadow-[0_4px_16px_rgba(0,153,255,0.4)] transition-all duration-200 hover:-translate-y-0.5 hover:shadow-[0_6px_24px_rgba(0,153,255,0.65)]\" href=\"/contact/\">Talk to Us →</a>"
}
],
"privacyLinks": [
{
"href": "/privacy-policy/",
"text": "Privacy Policy",
"html": "<a class=\"transition-colors hover:text-cyan-brand\" href=\"/privacy-policy/\">Privacy Policy</a>"
}
],
"score": 60,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 60/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 60/100 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, JSON-LD structured data.
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
60/100
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 60/100 and needs improvement.
Evidence
{
"hasSummary": false,
"tableCount": 0,
"tablesWithHead": 0,
"tablesMissingThead": [],
"orderedLists": 0,
"hasFaq": true,
"definitionPatterns": 24,
"schemaBlocks": 0,
"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",
"JSON-LD structured data"
],
"score": 60,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 60/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 60/100 and needs improvement.
Needs attention
AIO: Source and trust signals
Issue
Missing AIO trust signals: 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
60/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Source and trust signals scored 60/100 and needs improvement.
Evidence
{
"signals": {
"author": true,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"publisher",
"freshnessDate"
],
"authorMeta": "MindSource",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "/about/",
"text": "About",
"html": "<a class=\"nav-link text-sm font-medium text-white/85 hover:text-white\" href=\"/about/\">About</a>"
},
{
"href": "/contact/?source=roi",
"text": "Talk to MindSource About Your ROI",
"html": "<a class=\"ms-btn group inline-flex items-center gap-2 font-semibold tracking-wide rounded-full border transition-all duration-300 ease-out focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 text-white border-transparent px-8 py-3.5 bg-[linear-gradient(135deg,#FF8A00,#FF6200)] hover:-translate-y-0.5 hover:bg-[linear-gradient(135deg,#FFA033,#FF7A00)] hover:shadow-[0_0_20px_rgba(255,138,0,0.6),0_0_50px_rgba(255,138,0,0.2)] focus-visible:outline-orange-brand [animation:m..."
},
{
"href": "/about/",
"text": "About",
"html": "<a class=\"transition-colors hover:text-cyan-brand\" href=\"/about/\">About</a>"
}
],
"contactLinks": [
{
"href": "/contact/",
"text": "Talk to MindSource",
"html": "<a class=\"ms-btn group inline-flex items-center gap-2 font-semibold tracking-wide rounded-full border transition-all duration-300 ease-out focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 bg-blue-brand text-white border-[1.5px] border-transparent px-5 py-2.5 text-sm hover:bg-transparent hover:text-orange-brand hover:border-orange-brand hover:shadow-[0_0_14px_rgba(255,138,0,0.35)] focus-visible:outline-orange-brand active:scale-[0.97]\" href=\"/contact/\"><span>Talk to..."
},
{
"href": "/contact/",
"text": "Talk to MindSource",
"html": "<a class=\"ms-btn group inline-flex items-center gap-2 font-semibold tracking-wide rounded-full border transition-all duration-300 ease-out focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 bg-blue-brand text-white border-transparent px-8 py-3.5 hover:-translate-y-0.5 hover:bg-[#007FD4] hover:shadow-[0_0_18px_rgba(0,153,255,0.5),0_0_40px_rgba(255,138,0,0.25)] focus-visible:outline-blue-brand active:scale-[0.97]\" href=\"/contact/\"><span>Talk to MindSource</span><svg xm..."
},
{
"href": "/contact/?source=roi",
"text": "Talk to MindSource About Your ROI",
"html": "<a class=\"ms-btn group inline-flex items-center gap-2 font-semibold tracking-wide rounded-full border transition-all duration-300 ease-out focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 text-white border-transparent px-8 py-3.5 bg-[linear-gradient(135deg,#FF8A00,#FF6200)] hover:-translate-y-0.5 hover:bg-[linear-gradient(135deg,#FFA033,#FF7A00)] hover:shadow-[0_0_20px_rgba(255,138,0,0.6),0_0_50px_rgba(255,138,0,0.2)] focus-visible:outline-orange-brand [animation:m..."
},
{
"href": "/contact/?source=cost-clock",
"text": "Stop the Clock",
"html": "<a class=\"ms-btn group inline-flex items-center gap-2 font-semibold tracking-wide rounded-full border transition-all duration-300 ease-out focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 text-white border-transparent px-8 py-3.5 bg-[linear-gradient(135deg,#FF8A00,#FF6200)] hover:-translate-y-0.5 hover:bg-[linear-gradient(135deg,#FFA033,#FF7A00)] hover:shadow-[0_0_20px_rgba(255,138,0,0.6),0_0_50px_rgba(255,138,0,0.2)] focus-visible:outline-orange-brand [animation:m..."
},
{
"href": "/contact/",
"text": "Talk to MindSource",
"html": "<a class=\"ms-btn group inline-flex items-center gap-2 font-semibold tracking-wide rounded-full border transition-all duration-300 ease-out focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 bg-transparent text-blue-brand border-blue-brand border-[1.5px] px-7 py-[0.78rem] hover:-translate-y-0.5 hover:bg-blue-brand/10 hover:border-cyan-brand hover:text-cyan-brand hover:shadow-[0_0_16px_rgba(0,212,200,0.3)] focus-visible:outline-blue-brand active:scale-[0.97]\" href=\"/co..."
},
{
"href": "/contact/",
"text": "Talk to MindSource→",
"html": "<a class=\"mt-6 inline-flex items-center gap-2 rounded-full bg-[linear-gradient(135deg,#FF8A00,#e67a00)] px-9 py-3.5 text-sm font-bold text-white shadow-[0_4px_24px_rgba(255,138,0,0.35)] transition-all duration-200 hover:-translate-y-0.5 hover:shadow-[0_8px_32px_rgba(255,138,0,0.5)]\" href=\"/contact/\">Talk to MindSource<span aria-hidden=\"true\">→</span></a>"
},
{
"href": "/contact/",
"text": "Talk to MindSource",
"html": "<a class=\"ms-btn group inline-flex items-center gap-2 font-semibold tracking-wide rounded-full border transition-all duration-300 ease-out focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 bg-blue-brand text-white border-transparent px-8 py-3.5 hover:-translate-y-0.5 hover:bg-[#007FD4] hover:shadow-[0_0_18px_rgba(0,153,255,0.5),0_0_40px_rgba(255,138,0,0.25)] focus-visible:outline-blue-brand active:scale-[0.97]\" href=\"/contact/\"><span>Talk to MindSource</span><svg xm..."
},
{
"href": "/contact/",
"text": "Talk to MindSource",
"html": "<a class=\"ms-btn group inline-flex items-center gap-2 font-semibold tracking-wide rounded-full border transition-all duration-300 ease-out focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 text-white border-transparent px-8 py-3.5 bg-[linear-gradient(135deg,#FF8A00,#FF6200)] hover:-translate-y-0.5 hover:bg-[linear-gradient(135deg,#FFA033,#FF7A00)] hover:shadow-[0_0_20px_rgba(255,138,0,0.6),0_0_50px_rgba(255,138,0,0.2)] focus-visible:outline-orange-brand [animation:m..."
},
{
"href": "/contact/",
"text": "Talk to Us →",
"html": "<a class=\"inline-flex shrink-0 items-center gap-1.5 rounded-full bg-[linear-gradient(135deg,#0099FF,#0066CC)] px-5 py-2 text-sm font-bold text-white shadow-[0_4px_16px_rgba(0,153,255,0.4)] transition-all duration-200 hover:-translate-y-0.5 hover:shadow-[0_6px_24px_rgba(0,153,255,0.65)]\" href=\"/contact/\">Talk to Us →</a>"
}
],
"privacyLinks": [
{
"href": "/privacy-policy/",
"text": "Privacy Policy",
"html": "<a class=\"transition-colors hover:text-cyan-brand\" href=\"/privacy-policy/\">Privacy Policy</a>"
}
],
"score": 60,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 70/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 70/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: future, delivered.
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
70/100
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 70/100 and needs improvement.
Evidence
{
"title": "\"The Future\" Delivered.",
"h1": "\"The Future\" Delivered.",
"description": "MindSource helps organizations turn ambition into outcomes by taking responsibility for execution where speed, accountability, and control all matter.",
"topicOverlap": 0,
"topicTerms": [
"future",
"delivered"
],
"descriptionTerms": [
"mindsource",
"helps",
"organizations",
"turn",
"ambition",
"into",
"outcomes",
"taking",
"responsibility",
"execution",
"where",
"speed",
"accountability",
"control",
"all",
"matter"
],
"missingFromDescription": [
"future",
"delivered"
],
"score": 70,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 75/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 75/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: future, delivered.
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
75/100
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 75/100 and needs improvement.
Evidence
{
"title": "\"The Future\" Delivered.",
"h1": "\"The Future\" Delivered.",
"description": "MindSource helps organizations turn ambition into outcomes by taking responsibility for execution where speed, accountability, and control all matter.",
"topicOverlap": 0,
"definitionCount": 24,
"topicTerms": [
"future",
"delivered"
],
"descriptionTerms": [
"mindsource",
"helps",
"organizations",
"turn",
"ambition",
"into",
"outcomes",
"taking",
"responsibility",
"execution",
"where",
"speed",
"accountability",
"control",
"all",
"matter"
],
"missingFromDescription": [
"future",
"delivered"
],
"score": 75,
"weight": 18
}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
3 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": 3,
"citablePassages": 0,
"failingCandidateParagraphs": [
{
"index": 2,
"heading": "H1: \"The Future\" Delivered.",
"text": "MindSource helps organizations turn ambition into outcomes. We do this by taking responsibility for execution in environments where speed, accountability, and control all matter. Whether the objective is solving a critical problem, improving performance, or staying competitive, we deliver measurable results by embedding intelligence directly into the way the business actually runs.",
"words": 52,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (52 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p>MindSource helps organizations turn ambition into outcomes. We do this by taking responsibility for execution in environments where speed, accountability, and control all matter. Whether the objective is solving a critical problem, improving performance, or staying competitive, we deliver measurable results by embedding intelligence directly into the way the business actually runs.</p>"
},
{
"index": 17,
"heading": "H2: Built for Real Work, Not Just AI Experiments",
"text": "We help organizations use AI in ways that support the business as it actually operates. That means automating and improving workflows safely, eliminating stalled initiatives and rework, and embedding intelligence into customer- and revenue-bearing processes. The result is lower cost, stronger execution, and the ability to serve customers faster and more reliably without introducing new risk.",
"words": 56,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (56 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p>We help organizations use AI in ways that support the business as it actually operates. That means automating and improving workflows safely, eliminating stalled initiatives and rework, and embedding intelligence into customer- and revenue-bearing processes. The result is lower cost, stronger execution, and the ability to serve customers faster and more reliably without introducing new risk.</p>"
},
{
"index": 46,
"heading": "H2: Questions Buyers AskBefore They Call Us",
"text": "A 30-minute call. No RFP, no discovery questionnaire, no proposal theater. We ask you one question: where is the work stuck? From there, we tell you what an engagement looks like, what it requires from your side, and what we commit to on ours. If it fits, we define scope, outcomes, and accountability before anything is signed.",
"words": 57,
"hasEvidence": true,
"reasons": [
"Too short for a citation-ready passage (57 words; target 80-220)."
],
"html": "<p>A 30-minute call. No RFP, no discovery questionnaire, no proposal theater. We ask you one question: where is the work stuck? From there, we tell you what an engagement looks like, what it requires from your side, and what we commit to on ours. If it fits, we define scope, outcomes, and accountability before anything is signed.</p>"
}
],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Google eligibility and indexability
AIO: Google eligibility and indexability scored 80/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Google eligibility and indexability
AIO: Google eligibility and indexability scored 80/100 and needs improvement.
Needs attention
AIO: Google eligibility and indexability
Issue
Canonical tag is missing.
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: Google eligibility and indexability
Score
80/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Google eligibility and indexability scored 80/100 and needs improvement.
Evidence
{
"status": 200,
"googlebotBlocked": false,
"metaRobotsTags": [],
"xRobotsTag": "",
"canonical": "",
"finalUrl": "https://mindsource.com/",
"canonicalScore": 0,
"score": 80,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
1 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
23 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": 28,
"passing": 5,
"failing": [
{
"heading": "A Track Record Built in Production",
"headingHtml": "<h2 class=\"mt-3 font-display text-3xl text-white sm:text-4xl\">A Track Record Built in Production</h2>",
"firstParagraph": "These are real outcomes from real engagements. See the proof →",
"paragraphHtml": "<p class=\"mt-12 text-sm text-white/55\">These are real outcomes from real engagements.<!-- --> <a class=\"font-semibold text-blue-brand transition-colors hover:text-orange-brand\" href=\"/proof/\">See the proof →</a></p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "AI Safety and Control Is an Execution Requirement",
"headingHtml": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">AI Safety and Control Is an Execution Requirement</h2>",
"firstParagraph": "Execution speed does not come from moving recklessly. It comes from knowing when control must be asserted and when it can recede.",
"paragraphHtml": "<p>Execution speed does not come from moving recklessly. It comes from knowing when control must be asserted and when it can recede.</p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "What Could MindSource Return to You?",
"headingHtml": "<h2 class=\"mt-3 font-display text-3xl text-white sm:text-4xl lg:text-5xl\">What Could MindSource Return to You?</h2>",
"firstParagraph": "Move the sliders to match your organization. See your potential return before the first conversation.",
"paragraphHtml": "<p class=\"mx-auto mt-3 max-w-xl text-white/55\">Move the sliders to match your organization. See your potential return before the first conversation.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Your Organization",
"headingHtml": "<h3 class=\"text-sm font-bold uppercase tracking-wider text-white\">Your Organization</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Built for Real Work, Not Just AI Experiments",
"headingHtml": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">Built for Real Work, Not Just AI Experiments</h2>",
"firstParagraph": "MindSource works with organizations at different stages of AI adoption, from teams taking their first steps to those scaling automation across the business.",
"paragraphHtml": "<p>MindSource works with organizations at different stages of AI adoption, from teams taking their first steps to those scaling automation across the business.</p>",
"words": 23,
"direct": false,
"issue": "First paragraph is 23 words and does not look like a concise direct answer."
},
{
"heading": "Every Quarter You Wait Has a Number.",
"headingHtml": "<h2 class=\"mt-3 font-display text-3xl sm:text-4xl lg:text-5xl\">Every Quarter You Wait Has a Number.</h2>",
"firstParagraph": "What Waiting Costs",
"paragraphHtml": "<p class=\"font-mono text-xs font-bold uppercase tracking-[0.18em] text-orange-brand\">What Waiting Costs</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Why Organizations Choose MindSource",
"headingHtml": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">Why Organizations Choose MindSource</h2>",
"firstParagraph": "Organizations engage MindSource when optimism is no longer sufficient and execution certainty becomes essential.",
"paragraphHtml": "<p>Organizations engage MindSource when optimism is no longer sufficient and execution certainty becomes essential.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Where Do You Stand on AI?",
"headingHtml": "<h2 class=\"mt-3 font-display text-3xl text-text-dark sm:text-4xl\">Where Do You Stand on AI?</h2>",
"firstParagraph": "Eight quick questions. Two minutes. A personalized roadmap and your smartest next step.",
"paragraphHtml": "<p class=\"mt-5 text-lg text-text-mid\">Eight quick questions. Two minutes. A personalized roadmap and your smartest next step.</p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "Execution, With Ownership",
"headingHtml": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">Execution, With Ownership</h2>",
"firstParagraph": "MindSource is deliberately structured around ownership, not advisory distance.",
"paragraphHtml": "<p>MindSource is deliberately structured around ownership, not advisory distance.</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Proven Across Real Operating Conditions",
"headingHtml": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">Proven Across Real Operating Conditions</h2>",
"firstParagraph": "MindSource brings decades of experience delivering technology-enabled execution under real operational constraints. Our work spans 200+ client engagements across small and mid-market organizations, high-growth teams, and global enterprises.",
"paragraphHtml": "<p>MindSource brings decades of experience delivering technology-enabled execution under real operational constraints. Our work spans 200+ client engagements across small and mid-market organizations, high-growth teams, and global enterprises.</p>",
"words": 28,
"direct": false,
"issue": "First paragraph is 28 words and does not look like a concise direct answer."
},
{
"heading": "Delivering the Future Safely and Profitably",
"headingHtml": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">Delivering the Future Safely and Profitably</h2>",
"firstParagraph": "The future of business is built on AI-enabled workflows, automation, and intelligent decision support.",
"paragraphHtml": "<p>The future of business is built on AI-enabled workflows, automation, and intelligent decision support.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Red Leaderâ„¢",
"headingHtml": "<h3 class=\"mt-2 font-display text-2xl text-text-dark\">Red Leader™</h3>",
"firstParagraph": "Unified execution authority for AI incidents in production, providing decisive intervention and stabilization while the business continues to run.",
"paragraphHtml": "<p class=\"text-base leading-relaxed text-text-mid lg:text-lg\">Unified execution authority for AI incidents in production, providing decisive intervention and stabilization while the business continues to run.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Guardian Teamsâ„¢",
"headingHtml": "<h3 class=\"mt-2 font-display text-2xl text-text-dark\">Guardian Teams™</h3>",
"firstParagraph": "Sustained oversight after go-live to preserve alignment, detect drift, and ensure execution discipline holds as systems evolve.",
"paragraphHtml": "<p class=\"text-base leading-relaxed text-text-mid lg:text-lg\">Sustained oversight after go-live to preserve alignment, detect drift, and ensure execution discipline holds as systems evolve.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "PODsâ„¢",
"headingHtml": "<h3 class=\"mt-2 font-display text-2xl text-text-dark\">PODs™</h3>",
"firstParagraph": "Bounded delivery units that create clarity around ownership and outcomes without reorganizing the business.",
"paragraphHtml": "<p class=\"text-base leading-relaxed text-text-mid lg:text-lg\">Bounded delivery units that create clarity around ownership and outcomes without reorganizing the business.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "AI Control Plane",
"headingHtml": "<h3 class=\"mt-2 font-display text-2xl text-text-dark\">AI Control Plane</h3>",
"firstParagraph": "Runtime governance embedded directly into execution, enforcing identity, authority, behavioral constraints, and intervention paths at scale.",
"paragraphHtml": "<p class=\"text-base leading-relaxed text-text-mid lg:text-lg\">Runtime governance embedded directly into execution, enforcing identity, authority, behavioral constraints, and intervention paths at scale.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Questions Buyers AskBefore They Call Us",
"headingHtml": "<h2 class=\"mt-4 font-display text-3xl leading-tight text-white sm:text-4xl lg:text-[2.6rem]\">Questions Buyers Ask<br>Before They Call Us</h2>",
"firstParagraph": "Straight answers. No sales language.",
"paragraphHtml": "<p class=\"mx-auto mt-4 max-w-xl text-base text-white/55\">Straight answers. No sales language.</p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
},
{
"heading": "\"The Future\" Delivered.",
"headingHtml": "<h2 class=\"font-display text-3xl leading-tight text-white sm:text-4xl lg:text-5xl\">"The Future" Delivered.</h2>",
"firstParagraph": "MindSource exists to help organizations execute responsibly as AI becomes part of how business actually runs.",
"paragraphHtml": "<p class=\"mx-auto mt-5 max-w-2xl text-base text-white/75 sm:text-lg\">MindSource exists to help organizations execute responsibly as AI becomes part of how business actually runs.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Red Leaderâ„¢",
"headingHtml": "<h2 class=\"font-display text-2xl font-bold text-navy\">Red Leader™</h2>",
"firstParagraph": "The tactical strike team for your tech emergencies",
"paragraphHtml": "<p class=\"mt-2 text-blue-brand text-sm font-mono uppercase tracking-widest\">The tactical strike team for your tech emergencies</p>",
"words": 8,
"direct": false,
"issue": "First paragraph is 8 words and does not look like a concise direct answer."
},
{
"heading": "SWARMSâ„¢",
"headingHtml": "<h2 class=\"font-display text-2xl font-bold text-navy\">SWARMS™</h2>",
"firstParagraph": "Operating Diagnostic",
"paragraphHtml": "<p class=\"mt-2 text-blue-brand text-sm font-mono uppercase tracking-widest\">Operating Diagnostic</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Guardian Teamsâ„¢",
"headingHtml": "<h2 class=\"font-display text-2xl font-bold text-navy\">Guardian Teams™</h2>",
"firstParagraph": "Sustained Confidence",
"paragraphHtml": "<p class=\"mt-2 text-blue-brand text-sm font-mono uppercase tracking-widest\">Sustained Confidence</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "PODsâ„¢",
"headingHtml": "<h2 class=\"font-display text-2xl font-bold text-navy\">PODs™</h2>",
"firstParagraph": "Bounded Ownership",
"paragraphHtml": "<p class=\"mt-2 text-blue-brand text-sm font-mono uppercase tracking-widest\">Bounded Ownership</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "AI Control Plane",
"headingHtml": "<h2 class=\"font-display text-2xl font-bold text-navy\">AI Control Plane</h2>",
"firstParagraph": "Control Architecture",
"paragraphHtml": "<p class=\"mt-2 text-blue-brand text-sm font-mono uppercase tracking-widest\">Control Architecture</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Speed & Control",
"headingHtml": "<h2 class=\"font-display text-2xl font-bold text-navy\">Speed & Control</h2>",
"firstParagraph": "Execution Discipline",
"paragraphHtml": "<p class=\"mt-2 text-blue-brand text-sm font-mono uppercase tracking-widest\">Execution Discipline</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
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: how, 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": "A Track Record Built in Production",
"html": "<h2 class=\"mt-3 font-display text-3xl text-white sm:text-4xl\">A Track Record Built in Production</h2>"
},
{
"text": "AI Safety and Control Is an Execution Requirement",
"html": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">AI Safety and Control Is an Execution Requirement</h2>"
},
{
"text": "What Could MindSource Return to You?",
"html": "<h2 class=\"mt-3 font-display text-3xl text-white sm:text-4xl lg:text-5xl\">What Could MindSource Return to You?</h2>"
},
{
"text": "Built for Real Work, Not Just AI Experiments",
"html": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">Built for Real Work, Not Just AI Experiments</h2>"
},
{
"text": "Every Quarter You Wait Has a Number.",
"html": "<h2 class=\"mt-3 font-display text-3xl sm:text-4xl lg:text-5xl\">Every Quarter You Wait Has a Number.</h2>"
},
{
"text": "Why Organizations Choose MindSource",
"html": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">Why Organizations Choose MindSource</h2>"
},
{
"text": "Where Do You Stand on AI?",
"html": "<h2 class=\"mt-3 font-display text-3xl text-text-dark sm:text-4xl\">Where Do You Stand on AI?</h2>"
},
{
"text": "Execution, With Ownership",
"html": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">Execution, With Ownership</h2>"
},
{
"text": "Proven Across Real Operating Conditions",
"html": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">Proven Across Real Operating Conditions</h2>"
},
{
"text": "Execution Authority When It Matters",
"html": "<h2 class=\"mt-3 font-display text-3xl leading-tight sm:text-4xl lg:text-5xl\">Execution Authority When It Matters</h2>"
},
{
"text": "Delivering the Future Safely and Profitably",
"html": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">Delivering the Future Safely and Profitably</h2>"
},
{
"text": "Capabilities Designed for Real Conditions",
"html": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">Capabilities Designed for Real Conditions</h2>"
},
{
"text": "Real teams. Real boardrooms. Real outcomes that hold.",
"html": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl\">Real teams. Real boardrooms. Real outcomes that hold.</h2>"
},
{
"text": "Questions Buyers AskBefore They Call Us",
"html": "<h2 class=\"mt-4 font-display text-3xl leading-tight text-white sm:text-4xl lg:text-[2.6rem]\">Questions Buyers Ask<br>Before They Call Us</h2>"
},
{
"text": "\"The Future\" Delivered.",
"html": "<h2 class=\"font-display text-3xl leading-tight text-white sm:text-4xl lg:text-5xl\">"The Future" Delivered.</h2>"
},
{
"text": "Red Leaderâ„¢",
"html": "<h2 class=\"font-display text-2xl font-bold text-navy\">Red Leader™</h2>"
},
{
"text": "SWARMSâ„¢",
"html": "<h2 class=\"font-display text-2xl font-bold text-navy\">SWARMS™</h2>"
},
{
"text": "Guardian Teamsâ„¢",
"html": "<h2 class=\"font-display text-2xl font-bold text-navy\">Guardian Teams™</h2>"
},
{
"text": "PODsâ„¢",
"html": "<h2 class=\"font-display text-2xl font-bold text-navy\">PODs™</h2>"
},
{
"text": "AI Control Plane",
"html": "<h2 class=\"font-display text-2xl font-bold text-navy\">AI Control Plane</h2>"
},
{
"text": "Speed & Control",
"html": "<h2 class=\"font-display text-2xl font-bold text-navy\">Speed & Control</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is \"The Future\" Delivered.?",
"pattern": {}
},
{
"id": "how",
"label": "How does \"The Future\" Delivered. work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use \"The Future\" Delivered.?",
"pattern": {}
},
{
"id": "cost",
"label": "Is \"The Future\" Delivered. free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does \"The Future\" Delivered. compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "how",
"label": "How does \"The Future\" Delivered. work?",
"pattern": {}
},
{
"id": "compare",
"label": "How does \"The Future\" Delivered. compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
Needs attention
AIO: Page experience for AIO
Issue
2 image(s) are missing width/height attributes. 6 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
80/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Page experience for AIO scored 80/100 and needs improvement.
Evidence
{
"viewportContent": "width=device-width, initial-scale=1",
"visibleWords": 2136,
"htmlBytes": 138647,
"imagesMissingDimensions": [
{
"src": "/MindsourceFinalLogo.png",
"width": "",
"height": "",
"loading": "",
"html": "<img alt=\"MindSource\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"/MindsourceFinalLogo.png\">"
},
{
"src": "/MindsourceFinalLogo.png",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"MindSource\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"/MindsourceFinalLogo.png\">"
}
],
"possibleDialogs": [
"<aside role=\"dialog\" aria-modal=\"true\" aria-label=\"Red Leader™\" class=\"fixed inset-y-0 right-0 z-[61] flex h-full w-full max-w-xl flex-col bg-white text-navy shadow-2xl transition-transform duration-300 ease-out translate-x-full\"><div class=\"flex flex-none items-start justify-between gap-6 border-b border-gray-200 px-6 py-5 lg:px-8\"><div><h2 class=\"font-display text-2xl font-bold text-navy\">Red Leader™</h2><p class=\"mt-2 text-blue-brand text-sm font-mono uppercase tracking-wides...",
"<aside role=\"dialog\" aria-modal=\"true\" aria-label=\"SWARMS™\" class=\"fixed inset-y-0 right-0 z-[61] flex h-full w-full max-w-xl flex-col bg-white text-navy shadow-2xl transition-transform duration-300 ease-out translate-x-full\"><div class=\"flex flex-none items-start justify-between gap-6 border-b border-gray-200 px-6 py-5 lg:px-8\"><div><h2 class=\"font-display text-2xl font-bold text-navy\">SWARMS™</h2><p class=\"mt-2 text-blue-brand text-sm font-mono uppercase tracking-widest\">Opera...",
"<aside role=\"dialog\" aria-modal=\"true\" aria-label=\"Guardian Teams™\" class=\"fixed inset-y-0 right-0 z-[61] flex h-full w-full max-w-xl flex-col bg-white text-navy shadow-2xl transition-transform duration-300 ease-out translate-x-full\"><div class=\"flex flex-none items-start justify-between gap-6 border-b border-gray-200 px-6 py-5 lg:px-8\"><div><h2 class=\"font-display text-2xl font-bold text-navy\">Guardian Teams™</h2><p class=\"mt-2 text-blue-brand text-sm font-mono uppercase tracki...",
"<aside role=\"dialog\" aria-modal=\"true\" aria-label=\"PODs™\" class=\"fixed inset-y-0 right-0 z-[61] flex h-full w-full max-w-xl flex-col bg-white text-navy shadow-2xl transition-transform duration-300 ease-out translate-x-full\"><div class=\"flex flex-none items-start justify-between gap-6 border-b border-gray-200 px-6 py-5 lg:px-8\"><div><h2 class=\"font-display text-2xl font-bold text-navy\">PODs™</h2><p class=\"mt-2 text-blue-brand text-sm font-mono uppercase tracking-widest\">Bounded O...",
"<aside role=\"dialog\" aria-modal=\"true\" aria-label=\"AI Control Plane\" class=\"fixed inset-y-0 right-0 z-[61] flex h-full w-full max-w-xl flex-col bg-white text-navy shadow-2xl transition-transform duration-300 ease-out translate-x-full\"><div class=\"flex flex-none items-start justify-between gap-6 border-b border-gray-200 px-6 py-5 lg:px-8\"><div><h2 class=\"font-display text-2xl font-bold text-navy\">AI Control Plane</h2><p class=\"mt-2 text-blue-brand text-sm font-mono uppercase tracking-widest\">C...",
"<aside role=\"dialog\" aria-modal=\"true\" aria-label=\"Speed & Control\" class=\"fixed inset-y-0 right-0 z-[61] flex h-full w-full max-w-xl flex-col bg-white text-navy shadow-2xl transition-transform duration-300 ease-out translate-x-full\"><div class=\"flex flex-none items-start justify-between gap-6 border-b border-gray-200 px-6 py-5 lg:px-8\"><div><h2 class=\"font-display text-2xl font-bold text-navy\">Speed & Control</h2><p class=\"mt-2 text-blue-brand text-sm font-mono uppercase tracking-wid..."
],
"score": 80,
"weight": 10
}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": 51016
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 51016
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 51016
}
]
},
"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: how, 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": "A Track Record Built in Production",
"html": "<h2 class=\"mt-3 font-display text-3xl text-white sm:text-4xl\">A Track Record Built in Production</h2>"
},
{
"text": "AI Safety and Control Is an Execution Requirement",
"html": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">AI Safety and Control Is an Execution Requirement</h2>"
},
{
"text": "What Could MindSource Return to You?",
"html": "<h2 class=\"mt-3 font-display text-3xl text-white sm:text-4xl lg:text-5xl\">What Could MindSource Return to You?</h2>"
},
{
"text": "Built for Real Work, Not Just AI Experiments",
"html": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">Built for Real Work, Not Just AI Experiments</h2>"
},
{
"text": "Every Quarter You Wait Has a Number.",
"html": "<h2 class=\"mt-3 font-display text-3xl sm:text-4xl lg:text-5xl\">Every Quarter You Wait Has a Number.</h2>"
},
{
"text": "Why Organizations Choose MindSource",
"html": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">Why Organizations Choose MindSource</h2>"
},
{
"text": "Where Do You Stand on AI?",
"html": "<h2 class=\"mt-3 font-display text-3xl text-text-dark sm:text-4xl\">Where Do You Stand on AI?</h2>"
},
{
"text": "Execution, With Ownership",
"html": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">Execution, With Ownership</h2>"
},
{
"text": "Proven Across Real Operating Conditions",
"html": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">Proven Across Real Operating Conditions</h2>"
},
{
"text": "Execution Authority When It Matters",
"html": "<h2 class=\"mt-3 font-display text-3xl leading-tight sm:text-4xl lg:text-5xl\">Execution Authority When It Matters</h2>"
},
{
"text": "Delivering the Future Safely and Profitably",
"html": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">Delivering the Future Safely and Profitably</h2>"
},
{
"text": "Capabilities Designed for Real Conditions",
"html": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl lg:text-5xl\">Capabilities Designed for Real Conditions</h2>"
},
{
"text": "Real teams. Real boardrooms. Real outcomes that hold.",
"html": "<h2 class=\"mt-3 font-display text-3xl leading-tight text-text-dark sm:text-4xl\">Real teams. Real boardrooms. Real outcomes that hold.</h2>"
},
{
"text": "Questions Buyers AskBefore They Call Us",
"html": "<h2 class=\"mt-4 font-display text-3xl leading-tight text-white sm:text-4xl lg:text-[2.6rem]\">Questions Buyers Ask<br>Before They Call Us</h2>"
},
{
"text": "\"The Future\" Delivered.",
"html": "<h2 class=\"font-display text-3xl leading-tight text-white sm:text-4xl lg:text-5xl\">"The Future" Delivered.</h2>"
},
{
"text": "Red Leaderâ„¢",
"html": "<h2 class=\"font-display text-2xl font-bold text-navy\">Red Leader™</h2>"
},
{
"text": "SWARMSâ„¢",
"html": "<h2 class=\"font-display text-2xl font-bold text-navy\">SWARMS™</h2>"
},
{
"text": "Guardian Teamsâ„¢",
"html": "<h2 class=\"font-display text-2xl font-bold text-navy\">Guardian Teams™</h2>"
},
{
"text": "PODsâ„¢",
"html": "<h2 class=\"font-display text-2xl font-bold text-navy\">PODs™</h2>"
},
{
"text": "AI Control Plane",
"html": "<h2 class=\"font-display text-2xl font-bold text-navy\">AI Control Plane</h2>"
},
{
"text": "Speed & Control",
"html": "<h2 class=\"font-display text-2xl font-bold text-navy\">Speed & Control</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is \"The Future\" Delivered.?",
"pattern": {}
},
{
"id": "how",
"label": "How does \"The Future\" Delivered. work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use \"The Future\" Delivered.?",
"pattern": {}
},
{
"id": "cost",
"label": "Is \"The Future\" Delivered. free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does \"The Future\" Delivered. compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "how",
"label": "How does \"The Future\" Delivered. work?",
"pattern": {}
},
{
"id": "compare",
"label": "How does \"The Future\" Delivered. 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."
}
]
}Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
20 Fail
Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
Check name
Improve image delivery
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 2,364Â KiB
Fix guidance
Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 2,364Â KiB",
"description": "Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)"
}Performance and AccessibilityPerformanceBrowser audit
Network dependency tree
20 Fail
Performance and AccessibilityPerformanceBrowser audit
Network dependency tree
Check name
Network dependency tree
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load.
References
https://web.dev/learn/performance/Evidence
{
"description": "[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load."
}Performance and AccessibilityPerformanceBrowser audit
Legacy JavaScript
10 Warning
Performance and AccessibilityPerformanceBrowser audit
Legacy JavaScript
Check name
Legacy JavaScript
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 13Â KiB
Fix guidance
Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 13Â KiB",
"description": "Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)"
}Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
10 Warning
Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
Check name
Render-blocking requests
Score
50/100
Status
warning
Device
desktop
Category
Performance
Fix guidance
Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path.
References
https://web.dev/learn/performance/Evidence
{
"description": "Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path."
}Performance and AccessibilityPerformanceBrowser audit
Use efficient cache lifetimes
10 Warning
Performance and AccessibilityPerformanceBrowser audit
Use efficient cache lifetimes
Check name
Use efficient cache lifetimes
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 5Â KiB
Fix guidance
A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 5Â KiB",
"description": "A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache)."
}Fix with MCP or CLI
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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 |
|---|---|---|---|
| 56/100 | Level 3, Bot-Aware | Current report |