Export Report
OVERALL SCORE
Level 2, Agent-Limited
- AI Discoverability 21 out of 100
- Agent Ease of Use 34 out of 100
- Security & Trust 20 out of 100
- GEO, AIO and AEO 70 out of 100
- SEO 92 out of 100
- Performance and Accessibility 60 out of 100
What AI sees of your website
Crowdcast » Where the world gathers
Where the world gathers — Reach, engage, and grow your community with online events.
Next step
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 21 | Priority fix | 5 | 19 | 0 | View details |
| Discoverability | 17 | Priority fix | 2 | 7 | 0 | View details |
| Content Readiness | 42 | Priority fix | 3 | 8 | 0 | View details |
| Bot Access Control | 0 | Priority fix | 0 | 4 | 0 | View details |
| Agent Ease of Use | 34 | Priority fix | 12 | 31 | 1 | View details |
| API | 17 | Priority fix | 1 | 8 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 7 | 0 | View details |
| MCP | 50 | Needs work | 4 | 6 | 0 | View details |
| Skill Discovery | 35 | Priority fix | 3 | 10 | 1 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 70 | Needs work | 6 | 3 | 11 | View details |
| GEO Readiness | 78 | Mostly ready | 2 | 0 | 4 | |
| AIO Readiness | 57 | Needs work | 2 | 2 | 3 | View details |
| AEO Readiness | 72 | Needs work | 2 | 1 | 4 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| Security & Trust | 52 | Needs work | 5 | 4 | 0 | View details |
| Security & Trust | 20 | Priority fix | 1 | 4 | 0 | View details |
| AI Training Exposure | 100 | Strong | 4 | 0 | 0 | |
| Performance and Accessibility | 60 | Needs work | 18 | 6 | 3 | View details |
| Performance | 41 | Priority fix | 13 | 6 | 3 | View details |
| Accessibility | 94 | Strong | 5 | 0 | 0 |
Prioritized recommendations
Issues ranked by score impact
53 items need attention
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
Needs attention
AI bot rules in robots.txt
Issue
No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.
Why it matters
Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.
Check name
AI bot rules in robots.txt
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.
Result
AI bot rules in robots.txt is missing or incomplete.
Evidence
{
"expectedBots": [
"GPTBot",
"ChatGPT-User",
"ClaudeBot",
"Claude-Web",
"Anthropic-AI",
"Google-Extended",
"PerplexityBot",
"CCBot",
"Applebot-Extended",
"Meta-ExternalAgent",
"Bytespider",
"Amazonbot",
"Cohere-AI"
],
"configuredBots": []
}Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
33 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
Needs attention
API Catalog
Issue
The API catalog endpoint did not return HTTP 2xx.
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Fetch API catalog".
Validation steps
Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "fail",
"evidence": {
"statusCode": 404,
"contentType": "text/html; 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\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"initial-scale=1.0, width=device-width\" data-next-head=\"\"/><meta name=\"robots\" content=\"index,follow\" data-next-head=\"\"/><meta name=\"googlebot\" content=\"index,follow\" data-next-head=\"\"/><meta name=\"description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta name=\"twitter:creator\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta property=\"fb:app_id\" content=\"181490605365680\" data-next-head=\"\"/><meta property=\"og:title\" content=\"Crowdcast\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Where the world gathers\" data-next-h"
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
Needs attention
Content Signal
Issue
No Content Signal found in robots.txt
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
33 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": 34371
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 34371
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 34371
}
]
},
"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 UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
33 Fail
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
Needs attention
OpenAPI discovery
Issue
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; 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": 200,
"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\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"initial-scale=1.0, width=device-width\" data-next-head=\"\"/><meta name=\"description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta name=\"twitter:creator\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta property=\"fb:app_id\" content=\"181490605365680\" data-next-head=\"\"/><meta property=\"og:title\" content=\"Crowdcast\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta property=\"og:url\" content=\"https://crowdcast.io/\" data-next-head=\"\"/><meta property=\"og:type\" content=\"website\" d"
},
{
"path": "/openapi.yaml",
"statusCode": 200,
"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\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"initial-scale=1.0, width=device-width\" data-next-head=\"\"/><meta name=\"description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta name=\"twitter:creator\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta property=\"fb:app_id\" content=\"181490605365680\" data-next-head=\"\"/><meta property=\"og:title\" content=\"Crowdcast\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta property=\"og:url\" content=\"https://crowdcast.io/\" data-next-head=\"\"/><meta property=\"og:type\" content=\"website\" d"
},
{
"path": "/swagger.json",
"statusCode": 200,
"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\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"initial-scale=1.0, width=device-width\" data-next-head=\"\"/><meta name=\"description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta name=\"twitter:creator\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta property=\"fb:app_id\" content=\"181490605365680\" data-next-head=\"\"/><meta property=\"og:title\" content=\"Crowdcast\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta property=\"og:url\" content=\"https://crowdcast.io/\" data-next-head=\"\"/><meta property=\"og:type\" content=\"website\" d"
},
{
"path": "/swagger.yaml",
"statusCode": 200,
"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\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"initial-scale=1.0, width=device-width\" data-next-head=\"\"/><meta name=\"description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta name=\"twitter:creator\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta property=\"fb:app_id\" content=\"181490605365680\" data-next-head=\"\"/><meta property=\"og:title\" content=\"Crowdcast\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta property=\"og:url\" content=\"https://crowdcast.io/\" data-next-head=\"\"/><meta property=\"og:type\" content=\"website\" d"
},
{
"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\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"initial-scale=1.0, width=device-width\" data-next-head=\"\"/><meta name=\"robots\" content=\"index,follow\" data-next-head=\"\"/><meta name=\"googlebot\" content=\"index,follow\" data-next-head=\"\"/><meta name=\"description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta name=\"twitter:creator\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta property=\"fb:app_id\" content=\"181490605365680\" data-next-head=\"\"/><meta property=\"og:title\" content=\"Crowdcast\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Where the world gathers\" data-next-h"
},
{
"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\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"initial-scale=1.0, width=device-width\" data-next-head=\"\"/><meta name=\"robots\" content=\"index,follow\" data-next-head=\"\"/><meta name=\"googlebot\" content=\"index,follow\" data-next-head=\"\"/><meta name=\"description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta name=\"twitter:creator\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta property=\"fb:app_id\" content=\"181490605365680\" data-next-head=\"\"/><meta property=\"og:title\" content=\"Crowdcast\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Where the world gathers\" data-next-h"
},
{
"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\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"initial-scale=1.0, width=device-width\" data-next-head=\"\"/><meta name=\"robots\" content=\"index,follow\" data-next-head=\"\"/><meta name=\"googlebot\" content=\"index,follow\" data-next-head=\"\"/><meta name=\"description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta name=\"twitter:creator\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta property=\"fb:app_id\" content=\"181490605365680\" data-next-head=\"\"/><meta property=\"og:title\" content=\"Crowdcast\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Where the world gathers\" data-next-h"
}
]
},
"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".
33 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
Needs attention
Web Bot Auth request signing
Issue
Web Bot Auth request signing was not found at the expected path.
Why it matters
Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.
Check name
Web Bot Auth request signing
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.
Result
Web Bot Auth request signing failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Web Bot Auth request signing was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/http-message-signatures-directory",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 34371
}
]
},
"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.
25 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.
25 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
Needs attention
Content-Security-Policy
Issue
Content-Security-Policy is missing or incomplete.
Why it matters
Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.
Check name
Content-Security-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Constrain script, style, frame, and resource loading with a Content-Security-Policy header.
Result
Content-Security-Policy is missing or incomplete.
Evidence
{
"header": "content-security-policy",
"value": null
}Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
Needs attention
Frame protection
Issue
Frame protection is missing or incomplete.
Why it matters
Frame protection blocks hostile sites from embedding pages in deceptive frames, reducing clickjacking risk.
Check name
Frame protection
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Prevent unwanted framing with X-Frame-Options or CSP frame-ancestors.
Result
Frame protection is missing or incomplete.
Evidence
{
"xFrameOptions": null,
"validXFrame": false,
"contentSecurityPolicy": null,
"cspFrameAncestors": false
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
25 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": 20428,
"excerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"initial-scale=1.0, width=device-width\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"",
"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."
}
]
}Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
Needs attention
Referrer-Policy
Issue
Referrer-Policy is missing or incomplete.
Why it matters
Referrer-Policy controls how much URL context is sent to other origins, limiting accidental leakage of paths, queries, and identifiers.
Check name
Referrer-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Limit how much referrer data leaves the site.
Result
Referrer-Policy is missing or incomplete.
Evidence
{
"header": "referrer-policy",
"value": null
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
Needs attention
Semantic HTML
Issue
Semantic HTML is incomplete: missing <main> landmark; missing <nav> landmark; missing <footer> landmark; skipped heading levels.
Details
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": false,
"nav": false,
"footer": false,
"meaningfulH1": true,
"headingOrder": false,
"accessibleLinks": true,
"accessibleButtons": true,
"imageAltCoverage": true,
"formAutocompleteCoverage": true,
"details": {
"inaccessibleLinks": [],
"inaccessibleButtons": [],
"missingAutocompleteInputs": [],
"imagesMissingAlt": [],
"skippedHeadingLevels": [
"h1: Run every event without switching tools",
"h2: Introducing the new crowdcast",
"h6: Your stage, your way",
"h6: Introducing the Gallery",
"h6: Enter the Studio",
"h6: Build your community",
"h6: Expand your reach",
"h6: Grow your business",
"h2: Webinars are dead",
"h2: People love their crowdcasts",
"h2: Experience Crowdcast in Action",
"h2: What will you create for your audience?",
"h2: Live Shows",
"h2: Teaching & Training",
"h2: Patreon Events",
"h2: Workshops & Webinars",
"h2: Virtual Conferences & Festivals",
"h2: Hybrid Events",
"h2: See who else is creating events here",
"h2: The Happy Startup School",
"h2: Charis Books and More/Charis Circle",
"h2: 37signals",
"h2: Tim Wilmot",
"h2: Columbus Metropolitan Library",
"h2: Oxford Martin School",
"h2: Library Love Fest",
"h2: Hung Lee",
"h2: Zight Office Hours",
"h2: Watson Institute",
"h2: The People's Reset",
"h2: Arduino",
"h2: Social Impact World",
"h2: Teaching American History",
"h2: Claim your channel"
]
},
"counts": {
"h1": 1,
"headings": 34,
"links": 64,
"inaccessibleLinks": 0,
"buttons": 10,
"inaccessibleButtons": 0,
"images": 34,
"imagesWithAlt": 34,
"autocompleteInputs": 0,
"inputsWithAutocomplete": 0,
"missingAutocompleteInputs": 0
}
}Security & TrustSecurity & TrustEstablished
X-Content-Type-Options
X-Content-Type-Options is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
X-Content-Type-Options
X-Content-Type-Options is missing or incomplete.
Needs attention
X-Content-Type-Options
Issue
X-Content-Type-Options is missing or incomplete.
Why it matters
X-Content-Type-Options prevents browsers from treating mislabeled files as executable content, reducing content-sniffing attacks.
Check name
X-Content-Type-Options
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Prevent MIME sniffing for browser-loaded resources.
Result
X-Content-Type-Options is missing or incomplete.
Evidence
{
"header": "x-content-type-options",
"value": null
}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": 34371
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 34371
}
]
},
"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."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
20 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.
20 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".
20 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.
20 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.
20 Fail
AI DiscoverabilityDiscoverabilityEstablished
Sitemap
Sitemap is missing or incomplete.
Needs attention
Sitemap
Issue
No valid XML sitemap found at checked locations: https://www.crowdcast.io/sitemap.xml, https://www.crowdcast.io/sitemap_index.xml, https://www.crowdcast.io/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://www.crowdcast.io/sitemap.xml",
"https://www.crowdcast.io/sitemap_index.xml",
"https://www.crowdcast.io/sitemap-index.xml"
]
}Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint failed at "Validate resource body".
17 Fail
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint failed at "Validate resource body".
Needs attention
AI context endpoint
Issue
Content-Type "text/html; charset=utf-8" is not JSON, Markdown, or text/plain.
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
50/100
Status
fail
Category
API
Maturity
Emerging recommendation
Goal
Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.
Result
AI context endpoint failed at "Validate resource body".
Validation steps
Validate resource body
Content-Type "text/html; charset=utf-8" is not JSON, Markdown, or text/plain.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/context",
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Content-Type \"text/html; charset=utf-8\" is not JSON, Markdown, or text/plain.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"initial-scale=1.0, width=device-width\" data-next-head=\"\"/><meta name=\"description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta name=\"twitter:creator\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta property=\"fb:app_id\" content=\"181490605365680\" data-next-head=\"\"/><meta property=\"og:title\" content=\"Crowdcast\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta property=\"og:url\" content=\"https://crowdcast.io/\" data-next-head=\"\"/><meta property=\"og:type\" content=\"website\" d"
},
"issue": "Content-Type \"text/html; charset=utf-8\" is not JSON, Markdown, or text/plain.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Validate resource body".
17 Fail
Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Validate resource body".
Needs attention
mcp.json
Issue
Response is not valid JSON.
Why it matters
MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.
Check name
mcp.json
Score
50/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.
Result
mcp.json failed at "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/mcp.json",
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"initial-scale=1.0, width=device-width\" data-next-head=\"\"/><meta name=\"description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta name=\"twitter:creator\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta property=\"fb:app_id\" content=\"181490605365680\" data-next-head=\"\"/><meta property=\"og:title\" content=\"Crowdcast\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta property=\"og:url\" content=\"https://crowdcast.io/\" data-next-head=\"\"/><meta property=\"og:type\" content=\"website\" d"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Validate resource body".
17 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Validate resource body".
Needs attention
WebMCP manifest
Issue
Response is not valid JSON.
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
50/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/webmcp.json",
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"initial-scale=1.0, width=device-width\" data-next-head=\"\"/><meta name=\"description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta name=\"twitter:creator\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta property=\"fb:app_id\" content=\"181490605365680\" data-next-head=\"\"/><meta property=\"og:title\" content=\"Crowdcast\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta property=\"og:url\" content=\"https://crowdcast.io/\" data-next-head=\"\"/><meta property=\"og:type\" content=\"website\" d"
},
"issue": "Response is not valid JSON.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}Agent Ease of 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": "www.crowdcast.io",
"probes": [
{
"name": "_index._agents.www.crowdcast.io",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.www.crowdcast.io",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
}
]
},
"issue": "No DNS-AID entrypoint records were found under _agents.",
"howToFix": "Publish ServiceMode SVCB/HTTPS records such as _index._agents.example.com or _a2a._agents.example.com."
},
{
"id": "service-params",
"title": "Validate alpn and endpoint parameters",
"status": "informational",
"evidence": {
"discovered": []
},
"howToFix": "Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint."
},
{
"id": "dnssec",
"title": "Check DNSSEC material",
"status": "warning",
"evidence": {
"hasDnssecMaterial": false,
"checked": [
{
"name": "www.crowdcast.io",
"dnssecTypes": [],
"dnssecRecordCount": 0
},
{
"name": "crowdcast.io",
"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."
}
]
}AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Validate resource body".
13 Fail
AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Validate resource body".
Needs attention
llms.txt
Issue
llms.txt response did not match the expected shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing h1 title (e.g. # Site Name).
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
50/100
Status
fail
Category
Content Readiness
Maturity
Emerging recommendation
Goal
Publish llms.txt to summarize agent-readable site guidance.
Result
llms.txt failed at "Validate resource body".
Validation steps
Validate resource body
llms.txt response did not match the expected shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing h1 title (e.g. # Site Name).
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/llms.txt",
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"issue": "llms.txt response did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing h1 title (e.g. # Site Name).",
"compatibleContentType": false,
"hasTitle": false,
"contentLength": 55478,
"linkCount": 205,
"links": [
"/crowdcast.io/",
"/crowdcast.io",
"/title",
"/cai5hqw.css",
"/apple-touch-icon.png",
"/png",
"/favicon-32x32.png",
"/png",
"/favicon-16x16.png",
"/site.webmanifest"
],
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"initial-scale=1.0, width=device-width\" data-next-head=\"\"/><meta name=\"description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta name=\"twitter:creator\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta property=\"fb:app_id\" content=\"181490605365680\" data-next-head=\"\"/><meta property=\"og:title\" content=\"Crowdcast\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta property=\"og:url\" content=\"https://crowdcast.io/\" data-next-head=\"\"/><meta property=\"og:type\" content=\"website\" d"
},
"issue": "llms.txt response did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing h1 title (e.g. # Site Name).",
"howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Validate resource body".
10 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Validate resource body".
Needs attention
A2A Agent Card
Issue
Response is not valid JSON.
Why it matters
A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.
Check name
A2A Agent Card
Score
50/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent card so A2A-compatible clients can discover capabilities.
Result
A2A Agent Card failed at "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/agent-card.json",
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"initial-scale=1.0, width=device-width\" data-next-head=\"\"/><meta name=\"description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta name=\"twitter:creator\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta property=\"fb:app_id\" content=\"181490605365680\" data-next-head=\"\"/><meta property=\"og:title\" content=\"Crowdcast\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta property=\"og:url\" content=\"https://crowdcast.io/\" data-next-head=\"\"/><meta property=\"og:type\" content=\"website\" d"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Validate resource body".
10 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Validate resource body".
Needs attention
agent.json
Issue
Response is not valid JSON.
Why it matters
agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.
Check name
agent.json
Score
50/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.
Result
agent.json failed at "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/agent.json",
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"initial-scale=1.0, width=device-width\" data-next-head=\"\"/><meta name=\"description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta name=\"twitter:creator\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta property=\"fb:app_id\" content=\"181490605365680\" data-next-head=\"\"/><meta property=\"og:title\" content=\"Crowdcast\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta property=\"og:url\" content=\"https://crowdcast.io/\" data-next-head=\"\"/><meta property=\"og:type\" content=\"website\" d"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
}
]
}Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Validate resource body".
10 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Validate resource body".
Needs attention
agents.json
Issue
Response is not valid JSON.
Why it matters
agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.
Check name
agents.json
Score
50/100
Status
fail
Category
Skill Discovery
Maturity
Informational
Goal
Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.
Result
agents.json failed at "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/agents.json",
"statusCode": 200,
"contentType": "text/html; charset=utf-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"initial-scale=1.0, width=device-width\" data-next-head=\"\"/><meta name=\"description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta name=\"twitter:creator\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta property=\"fb:app_id\" content=\"181490605365680\" data-next-head=\"\"/><meta property=\"og:title\" content=\"Crowdcast\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta property=\"og:url\" content=\"https://crowdcast.io/\" data-next-head=\"\"/><meta property=\"og:type\" content=\"website\" d"
},
"issue": "Response is not valid JSON.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 0/100 and needs a fix.
8 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
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
6 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Needs attention
AEO: Answer evidence and trust
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer evidence and trust
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://www.linkedin.com/company/crowdcast-io",
"text": "LinkedIn",
"html": "<a target=\"_blank\" rel=\"noopener\" class=\"chakra-link css-19rlmqy\" href=\"https://www.linkedin.com/company/crowdcast-io\">LinkedIn</a>"
},
{
"href": "/about",
"text": "About",
"html": "<a href=\"/about\">About</a>"
}
],
"contactLinks": [
{
"href": "http://docs.crowdcast.io/",
"text": "Support",
"html": "<a class=\"chakra-link css-spn4bz\" href=\"http://docs.crowdcast.io/\">Support</a>"
}
],
"privacyLinks": [
{
"href": "/terms-of-service",
"text": "Terms of Service",
"html": "<a href=\"/terms-of-service\">Terms of Service</a>"
},
{
"href": "/privacy-policy",
"text": "Privacy Policy",
"html": "<a href=\"/privacy-policy\">Privacy Policy</a>"
}
],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
6 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
Needs attention
AIO: Source and trust signals
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Source and trust signals
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Source and trust signals scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "https://www.linkedin.com/company/crowdcast-io",
"text": "LinkedIn",
"html": "<a target=\"_blank\" rel=\"noopener\" class=\"chakra-link css-19rlmqy\" href=\"https://www.linkedin.com/company/crowdcast-io\">LinkedIn</a>"
},
{
"href": "/about",
"text": "About",
"html": "<a href=\"/about\">About</a>"
}
],
"contactLinks": [
{
"href": "http://docs.crowdcast.io/",
"text": "Support",
"html": "<a class=\"chakra-link css-spn4bz\" href=\"http://docs.crowdcast.io/\">Support</a>"
}
],
"privacyLinks": [
{
"href": "/terms-of-service",
"text": "Terms of Service",
"html": "<a href=\"/terms-of-service\">Terms of Service</a>"
},
{
"href": "/privacy-policy",
"text": "Privacy Policy",
"html": "<a href=\"/privacy-policy\">Privacy Policy</a>"
}
],
"score": 40,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 60/100 and needs improvement.
5 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": 7,
"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
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
22 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": 27,
"passing": 5,
"failing": [
{
"heading": "Introducing the new crowdcast",
"headingHtml": "<h2 class=\"chakra-heading css-ziiq8l\">Introducing the <span class=\"chakra-text css-ligdfb\">new crowdcast</span></h2>",
"firstParagraph": "After bringing together over 10 million attendees, we’ve re-designed and engineered a groundbreaking new experience.",
"paragraphHtml": "<p class=\"chakra-text css-1yz37b4\">After bringing together over <b>10 million attendees</b>, we’ve re-designed and engineered a groundbreaking new experience.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Webinars are dead",
"headingHtml": "<h2 class=\"chakra-heading css-gh5u8o\"><div class=\"css-10vw58\">Webinars</div> are dead</h2>",
"firstParagraph": "Still trying to hack that boring webinar platform to fit your needs? It’s not your fault. Traditional webinar software wasn't built for creators like you.",
"paragraphHtml": "<p class=\"chakra-text css-mioci3\">Still trying to hack that boring webinar platform to fit your needs? It’s not your fault. <b>Traditional webinar software wasn't built for creators like you.</b></p>",
"words": 26,
"direct": false,
"issue": "First paragraph is 26 words and does not look like a concise direct answer."
},
{
"heading": "People love their crowdcasts",
"headingHtml": "<h2 class=\"chakra-heading css-jo0h0x\">People <p class=\"chakra-text css-bkqjqf\">love</p> their crowdcasts</h2>",
"firstParagraph": "love",
"paragraphHtml": "<p class=\"chakra-text css-bkqjqf\">love</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Experience Crowdcast in Action",
"headingHtml": "<h2 class=\"chakra-heading css-cc2dpm\">Experience Crowdcast in Action</h2>",
"firstParagraph": "Take a 10-minute deep dive into our platform. See how it works, explore features, and discover what makes Crowdcast different.",
"paragraphHtml": "<p class=\"chakra-text css-bqquxn\">Take a 10-minute deep dive into our platform. See how it works, explore features, and discover what makes Crowdcast different.</p>",
"words": 20,
"direct": false,
"issue": "First paragraph is 20 words and does not look like a concise direct answer."
},
{
"heading": "What will you create for your audience?",
"headingHtml": "<h2 class=\"chakra-heading css-1dceysr\">What will you create for your audience?</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Live Shows",
"headingHtml": "<h2 class=\"chakra-text css-5wqcmb\">Live Shows</h2>",
"firstParagraph": "Turn your content into a community event. Whether you want to host a live podcast show, stream your concerts, or create a series, you can.",
"paragraphHtml": "<p class=\"chakra-text css-1h41368\">Turn your content into a community event. Whether you want to host a live podcast show, stream your concerts, or create a series, you can.</p>",
"words": 25,
"direct": false,
"issue": "First paragraph is 25 words and does not look like a concise direct answer."
},
{
"heading": "Teaching & Training",
"headingHtml": "<h2 class=\"chakra-text css-5wqcmb\">Teaching & Training</h2>",
"firstParagraph": "From multi-week courses to private lessons—share slides, answer upvoted questions, invite students on screen, and customize your replays.",
"paragraphHtml": "<p class=\"chakra-text css-1h41368\">From multi-week courses to private lessons—share slides, answer upvoted questions, invite students on screen, and customize your replays.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Patreon Events",
"headingHtml": "<h2 class=\"chakra-text css-5wqcmb\">Patreon Events</h2>",
"firstParagraph": "Host livestreams and events for your patrons with our direct integration. You control which tiers have access and your patrons can register in one click.",
"paragraphHtml": "<p class=\"chakra-text css-1h41368\">Host livestreams and events for your patrons with our direct integration. You control which tiers have access and your patrons can register in one click.</p>",
"words": 25,
"direct": false,
"issue": "First paragraph is 25 words and does not look like a concise direct answer."
},
{
"heading": "Workshops & Webinars",
"headingHtml": "<h2 class=\"chakra-text css-5wqcmb\">Workshops & Webinars</h2>",
"firstParagraph": "Present to your audience without the overwhelm. Keep their attention on you as you share your slides and interact more meaningfully.",
"paragraphHtml": "<p class=\"chakra-text css-1h41368\">Present to your audience without the overwhelm. Keep their attention on you as you share your slides and interact more meaningfully.</p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Virtual Conferences & Festivals",
"headingHtml": "<h2 class=\"chakra-text css-5wqcmb\">Virtual Conferences & Festivals</h2>",
"firstParagraph": "Host online conferences with breakout sessions and unlimited attendee registrations, without the cost of a venue or flights.",
"paragraphHtml": "<p class=\"chakra-text css-1h41368\">Host online conferences with breakout sessions and unlimited attendee registrations, without the cost of a venue or flights.</p>",
"words": 18,
"direct": false,
"issue": "First paragraph is 18 words and does not look like a concise direct answer."
},
{
"heading": "Hybrid Events",
"headingHtml": "<h2 class=\"chakra-text css-5wqcmb\">Hybrid Events</h2>",
"firstParagraph": "Livestream your in-person event and connect with your audience over Q&As, hangouts, group calls and more—so you can stay social while distancing.",
"paragraphHtml": "<p class=\"chakra-text css-1h41368\">Livestream your in-person event and connect with your audience over Q&As, hangouts, group calls and more—so you can stay social while distancing.</p>",
"words": 24,
"direct": false,
"issue": "First paragraph is 24 words and does not look like a concise direct answer."
},
{
"heading": "See who else is creating events here",
"headingHtml": "<h2 class=\"chakra-heading css-itasuv\">See who else is creating events here</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "The Happy Startup School",
"headingHtml": "<h2 class=\"chakra-heading css-1wt4gmb\">The Happy Startup School</h2>",
"firstParagraph": "An alternative business school and thriving community of entrepreneurs that put happiness before profits",
"paragraphHtml": "<p class=\"chakra-text css-1h3l4zb\"><span>An alternative business school and thriving community of entrepreneurs that put happiness before profits</span></p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Charis Books and More/Charis Circle",
"headingHtml": "<h2 class=\"chakra-heading css-1wt4gmb\">Charis Books and More/Charis Circle</h2>",
"firstParagraph": "Together with Charis Books and More, the South’s oldest independent feminist bookstore, Charis Circle exists to foster sustainable feminist communities, work for social justice, and encourage the expression of diverse and marginalized voices.",
"paragraphHtml": "<p class=\"chakra-text css-1h3l4zb\"><span>Together with Charis Books and More, the South’s oldest independent feminist bookstore, Charis Circle exists to foster sustainable feminist communities, work for social justice, and encourage the expression of diverse and marginalized voices.</span></p>",
"words": 34,
"direct": false,
"issue": "First paragraph is 34 words and does not look like a concise direct answer."
},
{
"heading": "37signals",
"headingHtml": "<h2 class=\"chakra-heading css-1wt4gmb\">37signals</h2>",
"firstParagraph": "Connect with Basecamp about all your set up and product questions",
"paragraphHtml": "<p class=\"chakra-text css-1h3l4zb\"><span>Connect with Basecamp about all your set up and product questions</span></p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "Tim Wilmot",
"headingHtml": "<h2 class=\"chakra-heading css-1wt4gmb\">Tim Wilmot</h2>",
"firstParagraph": "Hi, I am Tim Wilmot, an enthusiastic watercolor artist based in the UK. I have painted all my life, and love painting landscapes, street scenes and seascapes in a fairly loose style. Hope you can join me on my watercolor workshop events!",
"paragraphHtml": "<p class=\"chakra-text css-1h3l4zb\"><span>Hi, I am Tim Wilmot, an enthusiastic watercolor artist based in the UK. I have painted all my life, and love painting landscapes, street scenes and seascapes in a fairly loose style. Hope you can join me on my watercolor workshop events!</span></p>",
"words": 42,
"direct": false,
"issue": "First paragraph is 42 words and does not look like a concise direct answer."
},
{
"heading": "Columbus Metropolitan Library",
"headingHtml": "<h2 class=\"chakra-heading css-1wt4gmb\">Columbus Metropolitan Library</h2>",
"firstParagraph": "Columbus Metropolitan Library has served the community since 1873. With our Main Library and 22 branches, we inspire reading, share resources and connect people.",
"paragraphHtml": "<p class=\"chakra-text css-1h3l4zb\"><span>Columbus Metropolitan Library has served the community since 1873. With our Main Library and 22 branches, we inspire reading, share resources and connect people.</span></p>",
"words": 24,
"direct": false,
"issue": "First paragraph is 24 words and does not look like a concise direct answer."
},
{
"heading": "Oxford Martin School",
"headingHtml": "<h2 class=\"chakra-heading css-1wt4gmb\">Oxford Martin School</h2>",
"firstParagraph": "The Oxford Martin School brings together a vibrant community of scholars, drawn from across the University of Oxford. All of our research tackles issues of global significance, with teams working to have an impact beyond academia.",
"paragraphHtml": "<p class=\"chakra-text css-1h3l4zb\"><span>The Oxford Martin School brings together a vibrant community of scholars, drawn from across the University of Oxford. All of our research tackles issues of global significance, with teams working to have an impact beyond academia.</span></p>",
"words": 36,
"direct": false,
"issue": "First paragraph is 36 words and does not look like a concise direct answer."
},
{
"heading": "Library Love Fest",
"headingHtml": "<h2 class=\"chakra-heading css-1wt4gmb\">Library Love Fest</h2>",
"firstParagraph": "Lainey Mays and Grace Caternolo make up the Library Marketing department at HarperCollins Publishers.",
"paragraphHtml": "<p class=\"chakra-text css-1h3l4zb\"><span>Lainey Mays and Grace Caternolo make up the Library Marketing department at HarperCollins Publishers. </span></p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Hung Lee",
"headingHtml": "<h2 class=\"chakra-heading css-1wt4gmb\">Hung Lee</h2>",
"firstParagraph": "Weekly panel discussions on Recruiting Brainfood - sourcing, EB, DEIB, AI, Recruitment marketing, Candidate experience, Recruitment Operations and anything else the community wants to talk about.",
"paragraphHtml": "<p class=\"chakra-text css-1h3l4zb\"><span>Weekly panel discussions on Recruiting Brainfood - sourcing, EB, DEIB, AI, Recruitment marketing, Candidate experience, Recruitment Operations and anything else the community wants to talk about. </span></p>",
"words": 25,
"direct": false,
"issue": "First paragraph is 25 words and does not look like a concise direct answer."
},
{
"heading": "Zight Office Hours",
"headingHtml": "<h2 class=\"chakra-heading css-1wt4gmb\">Zight Office Hours</h2>",
"firstParagraph": "Where users come to gain in-depth product knowledge to help improve their business communications.",
"paragraphHtml": "<p class=\"chakra-text css-1h3l4zb\"><span>Where users come to gain in-depth product knowledge to help improve their business communications.</span></p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Claim your channel",
"headingHtml": "<h2 class=\"chakra-heading css-1wtqzy2\">Claim your channel</h2>",
"firstParagraph": "Go live for free with a 2 week trial and a money back guarantee.",
"paragraphHtml": "<p class=\"chakra-text css-1wly3e0\">Go live for free with a 2 week trial and a money back guarantee.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 80/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 80/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: crowdcast, run, every, event, without, switching, tools.
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
80/100
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 80/100 and needs improvement.
Evidence
{
"title": "Crowdcast » Where the world gathers",
"h1": "Run every event without switching tools",
"description": "Where the world gathers — Reach, engage, and grow your community with online events.",
"topicOverlap": 0.3333333333333333,
"topicTerms": [
"crowdcast",
"where",
"world",
"gathers",
"run",
"every",
"event",
"without",
"switching",
"tools"
],
"descriptionTerms": [
"where",
"world",
"gathers",
"reach",
"engage",
"grow",
"community",
"online",
"events"
],
"missingFromDescription": [
"crowdcast",
"run",
"every",
"event",
"without",
"switching",
"tools"
],
"score": 80,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
Needs attention
GEO: Explanatory content depth
Issue
7 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": 7,
"citablePassages": 0,
"failingCandidateParagraphs": [
{
"index": 10,
"heading": "H2: Webinars are dead",
"text": "At Crowdcast, you get a platform built with your needs in mind. From engagement to e-commerce, we've got you covered. So whether you want to host live shows, teach online, or host a virtual summit, you're in the right place. Finally.",
"words": 41,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (41 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"chakra-text css-mcpu91\">At Crowdcast, you get a platform built with your needs in mind. From engagement to e-commerce, we've got you covered. So whether you want to host live shows, teach online, or host a virtual summit, you're in the right place. Finally.</p>"
},
{
"index": 25,
"heading": "H2: Tim Wilmot",
"text": "Hi, I am Tim Wilmot, an enthusiastic watercolor artist based in the UK. I have painted all my life, and love painting landscapes, street scenes and seascapes in a fairly loose style. Hope you can join me on my watercolor workshop events!",
"words": 42,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (42 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"chakra-text css-1h3l4zb\"><span>Hi, I am Tim Wilmot, an enthusiastic watercolor artist based in the UK. I have painted all my life, and love painting landscapes, street scenes and seascapes in a fairly loose style. Hope you can join me on my watercolor workshop events!</span></p>"
},
{
"index": 37,
"heading": "H2: Watson Institute",
"text": "Watson Institute is a place where rising entrepreneurs and leaders can find their community, discover their calling, and accelerate their careers. Our global Summits feature leaders from around the world who share their work and the lessons behind it. They’re a great chance to grow your network, hear fresh insights and perspectives, and learn about the Impact Fellowships powered by Watson Institute.",
"words": 63,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (63 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"chakra-text css-1h3l4zb\"><span>Watson Institute is a place where rising entrepreneurs and leaders can find their community, discover their calling, and accelerate their careers. Our global Summits feature leaders from around the world who share their work and the lessons behind it. They’re a great chance to grow your network, hear fresh insights and perspectives, and learn about the Impact Fellowships powered by Watson Institute.</span></p>"
},
{
"index": 39,
"heading": "H2: The People's Reset",
"text": "The People’s Reset offers an alternative to the UN & WEF’s top-down, centralized, authoritarian vision. Our desire is to help all people find community and liberty by providing practical steps and knowledge for co-creating a world that respects individual liberty, bodily autonomy, and choice. Our guiding principles are: Individual Liberty / Bodily Autonomy / Freedom of Choice / Individual Liberty / interdependence...",
"words": 60,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (60 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"chakra-text css-1h3l4zb\"><span>The People’s Reset offers an alternative to the UN & WEF’s top-down, centralized, authoritarian vision. Our desire is to help all people find community and liberty by providing practical steps and knowledge for co-creating a world that respects individual liberty, bodily autonomy, and choice. Our guiding principles are: Individual Liberty / Bodily Autonomy / Freedom of Choice / Individual Liberty / interdependence / decentralization</..."
},
{
"index": 41,
"heading": "H2: Arduino",
"text": "Arduino (a Qualcomm Technologies, Inc. company) is a leading open-source hardware and software provider and an accessible platform for creating interactive projects. With an estimated 33 million active users, the Arduino ecosystem has expanded over 20 years to address new demands and challenges, offering products for IoT, wearables, 3D printing, and embedded environments.",
"words": 53,
"hasEvidence": true,
"reasons": [
"Too short for a citation-ready passage (53 words; target 80-220)."
],
"html": "<p class=\"chakra-text css-1h3l4zb\"><span>Arduino (a Qualcomm Technologies, Inc. company) is a leading open-source hardware and software provider and an accessible platform for creating interactive projects. With an estimated 33 million active users, the Arduino ecosystem has expanded over 20 years to address new demands and challenges, offering products for IoT, wearables, 3D printing, and embedded environments.</span></p>"
},
{
"index": 43,
"heading": "H2: Social Impact World",
"text": "Social Impact World is the intelligence layer for corporate impact. We’re an intelligence company, powered by a global community of practitioners, that helps corporate impact leaders operate strategically and gives solution providers the clarity to better understand, align with, and serve those leaders. We transform practitioner experience into actionable intelligence that strengthens positioning, sharpens decisio...",
"words": 66,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (66 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"chakra-text css-1h3l4zb\"><span>Social Impact World is the intelligence layer for corporate impact. We’re an intelligence company, powered by a global community of practitioners, that helps corporate impact leaders operate strategically and gives solution providers the clarity to better understand, align with, and serve those leaders. We transform practitioner experience into actionable intelligence that strengthens positioning, sharpens decisions, and advances impact as a tru..."
},
{
"index": 45,
"heading": "H2: Teaching American History",
"text": "Teaching American History is a free resource that brings together primary documents, continuing education, and community for American history and government teachers. Our webinars showcase accessible documents, provide background context, help you engage in textual analysis and model what constructive conversations look like. Learn with your colleagues from content-area experts who understand the complexities of t...",
"words": 65,
"hasEvidence": true,
"reasons": [
"Too short for a citation-ready passage (65 words; target 80-220)."
],
"html": "<p class=\"chakra-text css-1h3l4zb\"><span>Teaching American History is a free resource that brings together primary documents, continuing education, and community for American history and government teachers. Our webinars showcase accessible documents, provide background context, help you engage in textual analysis and model what constructive conversations look like. Learn with your colleagues from content-area experts who understand the complexities of the classroom! Fall 2026 webinar calenda..."
}
],
"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.
2 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 does not self-reference the scanned page.
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": [
"index,follow",
"index,follow"
],
"xRobotsTag": "",
"canonical": "https://crowdcast.io/",
"finalUrl": "https://www.crowdcast.io/",
"canonicalScore": 60,
"score": 80,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 83/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 83/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: crowdcast, run, every, event, without, switching, tools.
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
83/100
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 83/100 and needs improvement.
Evidence
{
"title": "Crowdcast » Where the world gathers",
"h1": "Run every event without switching tools",
"description": "Where the world gathers — Reach, engage, and grow your community with online events.",
"topicOverlap": 0.3333333333333333,
"definitionCount": 7,
"topicTerms": [
"crowdcast",
"where",
"world",
"gathers",
"run",
"every",
"event",
"without",
"switching",
"tools"
],
"descriptionTerms": [
"where",
"world",
"gathers",
"reach",
"engage",
"grow",
"community",
"online",
"events"
],
"missingFromDescription": [
"crowdcast",
"run",
"every",
"event",
"without",
"switching",
"tools"
],
"score": 83,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
Needs attention
AIO: Answer block readiness
Issue
22 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": 27,
"passing": 5,
"failing": [
{
"heading": "Introducing the new crowdcast",
"headingHtml": "<h2 class=\"chakra-heading css-ziiq8l\">Introducing the <span class=\"chakra-text css-ligdfb\">new crowdcast</span></h2>",
"firstParagraph": "After bringing together over 10 million attendees, we’ve re-designed and engineered a groundbreaking new experience.",
"paragraphHtml": "<p class=\"chakra-text css-1yz37b4\">After bringing together over <b>10 million attendees</b>, we’ve re-designed and engineered a groundbreaking new experience.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Webinars are dead",
"headingHtml": "<h2 class=\"chakra-heading css-gh5u8o\"><div class=\"css-10vw58\">Webinars</div> are dead</h2>",
"firstParagraph": "Still trying to hack that boring webinar platform to fit your needs? It’s not your fault. Traditional webinar software wasn't built for creators like you.",
"paragraphHtml": "<p class=\"chakra-text css-mioci3\">Still trying to hack that boring webinar platform to fit your needs? It’s not your fault. <b>Traditional webinar software wasn't built for creators like you.</b></p>",
"words": 26,
"direct": false,
"issue": "First paragraph is 26 words and does not look like a concise direct answer."
},
{
"heading": "People love their crowdcasts",
"headingHtml": "<h2 class=\"chakra-heading css-jo0h0x\">People <p class=\"chakra-text css-bkqjqf\">love</p> their crowdcasts</h2>",
"firstParagraph": "love",
"paragraphHtml": "<p class=\"chakra-text css-bkqjqf\">love</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Experience Crowdcast in Action",
"headingHtml": "<h2 class=\"chakra-heading css-cc2dpm\">Experience Crowdcast in Action</h2>",
"firstParagraph": "Take a 10-minute deep dive into our platform. See how it works, explore features, and discover what makes Crowdcast different.",
"paragraphHtml": "<p class=\"chakra-text css-bqquxn\">Take a 10-minute deep dive into our platform. See how it works, explore features, and discover what makes Crowdcast different.</p>",
"words": 20,
"direct": false,
"issue": "First paragraph is 20 words and does not look like a concise direct answer."
},
{
"heading": "What will you create for your audience?",
"headingHtml": "<h2 class=\"chakra-heading css-1dceysr\">What will you create for your audience?</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Live Shows",
"headingHtml": "<h2 class=\"chakra-text css-5wqcmb\">Live Shows</h2>",
"firstParagraph": "Turn your content into a community event. Whether you want to host a live podcast show, stream your concerts, or create a series, you can.",
"paragraphHtml": "<p class=\"chakra-text css-1h41368\">Turn your content into a community event. Whether you want to host a live podcast show, stream your concerts, or create a series, you can.</p>",
"words": 25,
"direct": false,
"issue": "First paragraph is 25 words and does not look like a concise direct answer."
},
{
"heading": "Teaching & Training",
"headingHtml": "<h2 class=\"chakra-text css-5wqcmb\">Teaching & Training</h2>",
"firstParagraph": "From multi-week courses to private lessons—share slides, answer upvoted questions, invite students on screen, and customize your replays.",
"paragraphHtml": "<p class=\"chakra-text css-1h41368\">From multi-week courses to private lessons—share slides, answer upvoted questions, invite students on screen, and customize your replays.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Patreon Events",
"headingHtml": "<h2 class=\"chakra-text css-5wqcmb\">Patreon Events</h2>",
"firstParagraph": "Host livestreams and events for your patrons with our direct integration. You control which tiers have access and your patrons can register in one click.",
"paragraphHtml": "<p class=\"chakra-text css-1h41368\">Host livestreams and events for your patrons with our direct integration. You control which tiers have access and your patrons can register in one click.</p>",
"words": 25,
"direct": false,
"issue": "First paragraph is 25 words and does not look like a concise direct answer."
},
{
"heading": "Workshops & Webinars",
"headingHtml": "<h2 class=\"chakra-text css-5wqcmb\">Workshops & Webinars</h2>",
"firstParagraph": "Present to your audience without the overwhelm. Keep their attention on you as you share your slides and interact more meaningfully.",
"paragraphHtml": "<p class=\"chakra-text css-1h41368\">Present to your audience without the overwhelm. Keep their attention on you as you share your slides and interact more meaningfully.</p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Virtual Conferences & Festivals",
"headingHtml": "<h2 class=\"chakra-text css-5wqcmb\">Virtual Conferences & Festivals</h2>",
"firstParagraph": "Host online conferences with breakout sessions and unlimited attendee registrations, without the cost of a venue or flights.",
"paragraphHtml": "<p class=\"chakra-text css-1h41368\">Host online conferences with breakout sessions and unlimited attendee registrations, without the cost of a venue or flights.</p>",
"words": 18,
"direct": false,
"issue": "First paragraph is 18 words and does not look like a concise direct answer."
},
{
"heading": "Hybrid Events",
"headingHtml": "<h2 class=\"chakra-text css-5wqcmb\">Hybrid Events</h2>",
"firstParagraph": "Livestream your in-person event and connect with your audience over Q&As, hangouts, group calls and more—so you can stay social while distancing.",
"paragraphHtml": "<p class=\"chakra-text css-1h41368\">Livestream your in-person event and connect with your audience over Q&As, hangouts, group calls and more—so you can stay social while distancing.</p>",
"words": 24,
"direct": false,
"issue": "First paragraph is 24 words and does not look like a concise direct answer."
},
{
"heading": "See who else is creating events here",
"headingHtml": "<h2 class=\"chakra-heading css-itasuv\">See who else is creating events here</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "The Happy Startup School",
"headingHtml": "<h2 class=\"chakra-heading css-1wt4gmb\">The Happy Startup School</h2>",
"firstParagraph": "An alternative business school and thriving community of entrepreneurs that put happiness before profits",
"paragraphHtml": "<p class=\"chakra-text css-1h3l4zb\"><span>An alternative business school and thriving community of entrepreneurs that put happiness before profits</span></p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Charis Books and More/Charis Circle",
"headingHtml": "<h2 class=\"chakra-heading css-1wt4gmb\">Charis Books and More/Charis Circle</h2>",
"firstParagraph": "Together with Charis Books and More, the South’s oldest independent feminist bookstore, Charis Circle exists to foster sustainable feminist communities, work for social justice, and encourage the expression of diverse and marginalized voices.",
"paragraphHtml": "<p class=\"chakra-text css-1h3l4zb\"><span>Together with Charis Books and More, the South’s oldest independent feminist bookstore, Charis Circle exists to foster sustainable feminist communities, work for social justice, and encourage the expression of diverse and marginalized voices.</span></p>",
"words": 34,
"direct": false,
"issue": "First paragraph is 34 words and does not look like a concise direct answer."
},
{
"heading": "37signals",
"headingHtml": "<h2 class=\"chakra-heading css-1wt4gmb\">37signals</h2>",
"firstParagraph": "Connect with Basecamp about all your set up and product questions",
"paragraphHtml": "<p class=\"chakra-text css-1h3l4zb\"><span>Connect with Basecamp about all your set up and product questions</span></p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "Tim Wilmot",
"headingHtml": "<h2 class=\"chakra-heading css-1wt4gmb\">Tim Wilmot</h2>",
"firstParagraph": "Hi, I am Tim Wilmot, an enthusiastic watercolor artist based in the UK. I have painted all my life, and love painting landscapes, street scenes and seascapes in a fairly loose style. Hope you can join me on my watercolor workshop events!",
"paragraphHtml": "<p class=\"chakra-text css-1h3l4zb\"><span>Hi, I am Tim Wilmot, an enthusiastic watercolor artist based in the UK. I have painted all my life, and love painting landscapes, street scenes and seascapes in a fairly loose style. Hope you can join me on my watercolor workshop events!</span></p>",
"words": 42,
"direct": false,
"issue": "First paragraph is 42 words and does not look like a concise direct answer."
},
{
"heading": "Columbus Metropolitan Library",
"headingHtml": "<h2 class=\"chakra-heading css-1wt4gmb\">Columbus Metropolitan Library</h2>",
"firstParagraph": "Columbus Metropolitan Library has served the community since 1873. With our Main Library and 22 branches, we inspire reading, share resources and connect people.",
"paragraphHtml": "<p class=\"chakra-text css-1h3l4zb\"><span>Columbus Metropolitan Library has served the community since 1873. With our Main Library and 22 branches, we inspire reading, share resources and connect people.</span></p>",
"words": 24,
"direct": false,
"issue": "First paragraph is 24 words and does not look like a concise direct answer."
},
{
"heading": "Oxford Martin School",
"headingHtml": "<h2 class=\"chakra-heading css-1wt4gmb\">Oxford Martin School</h2>",
"firstParagraph": "The Oxford Martin School brings together a vibrant community of scholars, drawn from across the University of Oxford. All of our research tackles issues of global significance, with teams working to have an impact beyond academia.",
"paragraphHtml": "<p class=\"chakra-text css-1h3l4zb\"><span>The Oxford Martin School brings together a vibrant community of scholars, drawn from across the University of Oxford. All of our research tackles issues of global significance, with teams working to have an impact beyond academia.</span></p>",
"words": 36,
"direct": false,
"issue": "First paragraph is 36 words and does not look like a concise direct answer."
},
{
"heading": "Library Love Fest",
"headingHtml": "<h2 class=\"chakra-heading css-1wt4gmb\">Library Love Fest</h2>",
"firstParagraph": "Lainey Mays and Grace Caternolo make up the Library Marketing department at HarperCollins Publishers.",
"paragraphHtml": "<p class=\"chakra-text css-1h3l4zb\"><span>Lainey Mays and Grace Caternolo make up the Library Marketing department at HarperCollins Publishers. </span></p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Hung Lee",
"headingHtml": "<h2 class=\"chakra-heading css-1wt4gmb\">Hung Lee</h2>",
"firstParagraph": "Weekly panel discussions on Recruiting Brainfood - sourcing, EB, DEIB, AI, Recruitment marketing, Candidate experience, Recruitment Operations and anything else the community wants to talk about.",
"paragraphHtml": "<p class=\"chakra-text css-1h3l4zb\"><span>Weekly panel discussions on Recruiting Brainfood - sourcing, EB, DEIB, AI, Recruitment marketing, Candidate experience, Recruitment Operations and anything else the community wants to talk about. </span></p>",
"words": 25,
"direct": false,
"issue": "First paragraph is 25 words and does not look like a concise direct answer."
},
{
"heading": "Zight Office Hours",
"headingHtml": "<h2 class=\"chakra-heading css-1wt4gmb\">Zight Office Hours</h2>",
"firstParagraph": "Where users come to gain in-depth product knowledge to help improve their business communications.",
"paragraphHtml": "<p class=\"chakra-text css-1h3l4zb\"><span>Where users come to gain in-depth product knowledge to help improve their business communications.</span></p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Claim your channel",
"headingHtml": "<h2 class=\"chakra-heading css-1wtqzy2\">Claim your channel</h2>",
"firstParagraph": "Go live for free with a 2 week trial and a money back guarantee.",
"paragraphHtml": "<p class=\"chakra-text css-1wly3e0\">Go live for free with a 2 week trial and a money back guarantee.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 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: benefits, cost, compare.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "Introducing the new crowdcast",
"html": "<h2 class=\"chakra-heading css-ziiq8l\">Introducing the <span class=\"chakra-text css-ligdfb\">new crowdcast</span></h2>"
},
{
"text": "Webinars are dead",
"html": "<h2 class=\"chakra-heading css-gh5u8o\"><div class=\"css-10vw58\">Webinars</div> are dead</h2>"
},
{
"text": "People love their crowdcasts",
"html": "<h2 class=\"chakra-heading css-jo0h0x\">People <p class=\"chakra-text css-bkqjqf\">love</p> their crowdcasts</h2>"
},
{
"text": "Experience Crowdcast in Action",
"html": "<h2 class=\"chakra-heading css-cc2dpm\">Experience Crowdcast in Action</h2>"
},
{
"text": "What will you create for your audience?",
"html": "<h2 class=\"chakra-heading css-1dceysr\">What will you create for your audience?</h2>"
},
{
"text": "Live Shows",
"html": "<h2 class=\"chakra-text css-5wqcmb\">Live Shows</h2>"
},
{
"text": "Teaching & Training",
"html": "<h2 class=\"chakra-text css-5wqcmb\">Teaching & Training</h2>"
},
{
"text": "Patreon Events",
"html": "<h2 class=\"chakra-text css-5wqcmb\">Patreon Events</h2>"
},
{
"text": "Workshops & Webinars",
"html": "<h2 class=\"chakra-text css-5wqcmb\">Workshops & Webinars</h2>"
},
{
"text": "Virtual Conferences & Festivals",
"html": "<h2 class=\"chakra-text css-5wqcmb\">Virtual Conferences & Festivals</h2>"
},
{
"text": "Hybrid Events",
"html": "<h2 class=\"chakra-text css-5wqcmb\">Hybrid Events</h2>"
},
{
"text": "See who else is creating events here",
"html": "<h2 class=\"chakra-heading css-itasuv\">See who else is creating events here</h2>"
},
{
"text": "The Happy Startup School",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">The Happy Startup School</h2>"
},
{
"text": "Charis Books and More/Charis Circle",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">Charis Books and More/Charis Circle</h2>"
},
{
"text": "37signals",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">37signals</h2>"
},
{
"text": "Tim Wilmot",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">Tim Wilmot</h2>"
},
{
"text": "Columbus Metropolitan Library",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">Columbus Metropolitan Library</h2>"
},
{
"text": "Oxford Martin School",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">Oxford Martin School</h2>"
},
{
"text": "Library Love Fest",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">Library Love Fest</h2>"
},
{
"text": "Hung Lee",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">Hung Lee</h2>"
},
{
"text": "Zight Office Hours",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">Zight Office Hours</h2>"
},
{
"text": "Watson Institute",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">Watson Institute </h2>"
},
{
"text": "The People's Reset",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">The People's Reset</h2>"
},
{
"text": "Arduino",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">Arduino</h2>"
},
{
"text": "Social Impact World",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">Social Impact World</h2>"
},
{
"text": "Teaching American History",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">Teaching American History</h2>"
},
{
"text": "Claim your channel",
"html": "<h2 class=\"chakra-heading css-1wtqzy2\">Claim your channel</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Crowdcast » Where the world gathers?",
"pattern": {}
},
{
"id": "how",
"label": "How does Crowdcast » Where the world gathers work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Crowdcast » Where the world gathers?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Crowdcast » Where the world gathers free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Crowdcast » Where the world gathers compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "benefits",
"label": "Why use Crowdcast » Where the world gathers?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Crowdcast » Where the world gathers free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Crowdcast » Where the world gathers compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Needs attention
AIO: Query intent coverage
Issue
Missing likely AI Overview intent sections: benefits, cost, compare.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [
{
"text": "Introducing the new crowdcast",
"html": "<h2 class=\"chakra-heading css-ziiq8l\">Introducing the <span class=\"chakra-text css-ligdfb\">new crowdcast</span></h2>"
},
{
"text": "Webinars are dead",
"html": "<h2 class=\"chakra-heading css-gh5u8o\"><div class=\"css-10vw58\">Webinars</div> are dead</h2>"
},
{
"text": "People love their crowdcasts",
"html": "<h2 class=\"chakra-heading css-jo0h0x\">People <p class=\"chakra-text css-bkqjqf\">love</p> their crowdcasts</h2>"
},
{
"text": "Experience Crowdcast in Action",
"html": "<h2 class=\"chakra-heading css-cc2dpm\">Experience Crowdcast in Action</h2>"
},
{
"text": "What will you create for your audience?",
"html": "<h2 class=\"chakra-heading css-1dceysr\">What will you create for your audience?</h2>"
},
{
"text": "Live Shows",
"html": "<h2 class=\"chakra-text css-5wqcmb\">Live Shows</h2>"
},
{
"text": "Teaching & Training",
"html": "<h2 class=\"chakra-text css-5wqcmb\">Teaching & Training</h2>"
},
{
"text": "Patreon Events",
"html": "<h2 class=\"chakra-text css-5wqcmb\">Patreon Events</h2>"
},
{
"text": "Workshops & Webinars",
"html": "<h2 class=\"chakra-text css-5wqcmb\">Workshops & Webinars</h2>"
},
{
"text": "Virtual Conferences & Festivals",
"html": "<h2 class=\"chakra-text css-5wqcmb\">Virtual Conferences & Festivals</h2>"
},
{
"text": "Hybrid Events",
"html": "<h2 class=\"chakra-text css-5wqcmb\">Hybrid Events</h2>"
},
{
"text": "See who else is creating events here",
"html": "<h2 class=\"chakra-heading css-itasuv\">See who else is creating events here</h2>"
},
{
"text": "The Happy Startup School",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">The Happy Startup School</h2>"
},
{
"text": "Charis Books and More/Charis Circle",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">Charis Books and More/Charis Circle</h2>"
},
{
"text": "37signals",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">37signals</h2>"
},
{
"text": "Tim Wilmot",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">Tim Wilmot</h2>"
},
{
"text": "Columbus Metropolitan Library",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">Columbus Metropolitan Library</h2>"
},
{
"text": "Oxford Martin School",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">Oxford Martin School</h2>"
},
{
"text": "Library Love Fest",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">Library Love Fest</h2>"
},
{
"text": "Hung Lee",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">Hung Lee</h2>"
},
{
"text": "Zight Office Hours",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">Zight Office Hours</h2>"
},
{
"text": "Watson Institute",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">Watson Institute </h2>"
},
{
"text": "The People's Reset",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">The People's Reset</h2>"
},
{
"text": "Arduino",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">Arduino</h2>"
},
{
"text": "Social Impact World",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">Social Impact World</h2>"
},
{
"text": "Teaching American History",
"html": "<h2 class=\"chakra-heading css-1wt4gmb\">Teaching American History</h2>"
},
{
"text": "Claim your channel",
"html": "<h2 class=\"chakra-heading css-1wtqzy2\">Claim your channel</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Crowdcast » Where the world gathers?",
"pattern": {}
},
{
"id": "how",
"label": "How does Crowdcast » Where the world gathers work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Crowdcast » Where the world gathers?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Crowdcast » Where the world gathers free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Crowdcast » Where the world gathers compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "benefits",
"label": "Why use Crowdcast » Where the world gathers?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Crowdcast » Where the world gathers free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Crowdcast » Where the world gathers compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Needs attention
Auth.md Agent Registration
Issue
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.
Why it matters
Agent registration metadata lets automated clients find the registration path, supported identity types, credential types, and related claim or revocation endpoints without scraping human docs.
Check name
Auth.md Agent Registration
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish Auth.md and agent_auth metadata so agents can discover registration and credential requirements.
Result
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Validation steps
Fetch and validate /auth.md
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.
Publish protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate agent_auth authorization metadata
OAuth authorization server metadata could not be fetched.
Evidence
{
"failedStep": "auth-md",
"steps": [
{
"id": "auth-md",
"title": "Fetch and validate /auth.md",
"status": "fail",
"evidence": {
"path": "/auth.md",
"ok": true,
"statusCode": 200,
"contentType": "text/html; charset=utf-8",
"length": 56762,
"validation": {
"valid": false,
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
"compatibleContentType": false,
"contentLength": 55477,
"hasRegisterInstructions": true,
"hasProtectedResourceLink": false,
"hasAuthorizationServerLink": false,
"mentionsIdentity": false,
"mentionsCredential": false,
"links": [
"https://crowdcast.io/\"",
"https://crowdcast.io\"",
"/title",
"https://use.typekit.net/cai5hqw.css\"/><link",
"/static/apple-touch-icon.png",
"/png",
"/static/favicon-32x32.png",
"/png",
"/static/favicon-16x16.png",
"/static/site.webmanifest"
],
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"initial-scale=1.0, width=device-width\" data-next-head=\"\"/><meta name=\"description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta name=\"twitter:creator\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta property=\"fb:app_id\" content=\"181490605365680\" data-next-head=\"\"/><meta property=\"og:title\" content=\"Crowdcast\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta property=\"og:url\" content=\"https://crowdcast.io/\" data-next-head=\"\"/><meta property=\"og:type\" content=\"website\" d"
}
},
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
"howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
},
{
"id": "oauth-protected-resource",
"title": "Publish protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 34371,
"text": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"initial-scale=1.0, width=device-width\" data-next-head=\"\"/><meta name=\"robots\" content=\"index,follow\" data-next-head=\"\"/><meta name=\"googlebot\" content=\"index,follow\" data-next-head=\"\"/><meta name=\"description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta name=\"twitter:creator\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta property=\"fb:app_id\" content=\"181490605365680\" data-next-head=\"\"/><meta property=\"og:title\" content=\"Crowdcast\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta property=\"og:url\" content=\"https://crowdcast.io/\" data-next-head=\"\"/><meta property=\"og:type\" content=\"website\" data-next-head=\"\"/><meta property=\"og:locale\" content=\"en_US\" data-next-head=\"\"/><meta property=\"og:site_name\" content=\"Crowdcast\" data-next-head=\"\"/><link rel=\"canonical\" href=\"https://crowdcast.io\" data-next-head=\"\"/><title data-next-head=\"\">404: This page could not be found</title><link rel=\"stylesheet\" href=\"https://use.typekit.net/cai5hqw.css\"/><link rel=\"apple-touch-icon\" sizes=\"180x180\" href=\"/static/apple-touch-icon.png\"/><link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"/static/favicon-32x32.png\"/><link rel=\"icon\" type=\"image/png\" sizes=\"16x16\" href=\"/static/favicon-16x16.png\"/><link rel=\"manifest\" href=\"/static/site.webmanifest\"/><link rel=\"mask-icon\" href=\"/static/safari-pinned-tab.svg\" color=\"#5bbad5\"/><link rel=\"shortcut icon\" href=\"/static/favicon.ico\"/><meta name=\"msapplication-TileColor\" content=\"#2b5797\"/><meta name=\"theme-color\" content=\"#ffffff\"/><link rel=\"preload\" href=\"/_next/static/chunks/02a33a3349b879fd.css\" as=\"style\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/02a33a3349b879fd.css\" data-n-g=\"\"/><link rel=\"preload\" href=\"/_next/static/chunks/c1da3988ef119c3a.css\" as=\"style\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/c1da3988ef119c3a.css\" data-n-g=\"\"/><noscript data-n-css=\"\"></noscript><script src=\"/_next/static/chunks/ccf4e6b7901041cb.js\" defer=\"\"></script><script src=\"/_next/static/chunks/323d477d2c89c3f2.js\" defer=\"\"></script><script src=\"/_next/static/chunks/12f8f019adec2044.js\" defer=\"\"></script><script src=\"/_next/static/chunks/c67642ab04a9d020.js\" defer=\"\"></script><script src=\"/_next/static/chunks/021ca5c6c8d2650f.js\" defer=\"\"></script><script src=\"/_next/static/chunks/520a95a0252a4aa9.js\" defer=\"\"></script><script src=\"/_next/static/chunks/472cb2fe582dd90f.js\" defer=\"\"></script><script src=\"/_next/static/chunks/fa6f150ab5ea58aa.js\" defer=\"\"></script><script src=\"/_next/static/chunks/6ec6af5a84666b49.js\" defer=\"\"></script><script src=\"/_next/static/chunks/7a80d84532644fe8.js\" defer=\"\"></script><script src=\"/_next/static/chunks/d96e5a99b5c17372.js\" defer=\"\"></script><script src=\"/_next/static/chunks/945b9b0476fa92f3.js\" defer=\"\"></script><script src=\"/_next/static/chunks/8d4ef8d24f6260ea.js\" defer=\"\"></script><script src=\"/_next/static/chunks/01b4b8f18c6b99f7.js\" defer=\"\"></script><script src=\"/_next/static/chunks/e753cb300abb4c54.js\" defer=\"\"></script><script src=\"/_next/static/chunks/cb8ca599cd491f71.js\" defer=\"\"></script><script src=\"/_next/static/chunks/b90c2f345612a322.js\" defer=\"\"></script><script src=\"/_next/static/chunks/8a887116686cb031.js\" defer=\"\"></script><script src=\"/_next/static/chunks/be2ea07dcae2dc58.js\" defer=\"\"></script><script src=\"/_next/static/chunks/94f398baec020b35.js\" defer=\"\"></script><script src=\"/_next/static/chunks/b30844be76ea7032.js\" defer=\"\"></script><script src=\"/_next/static/chunks/bbdffc7317b90cdd.js\" defer=\"\"></script><script src=\"/_next/static/chunks/6632efd9ef09b534.js\" defer=\"\"></script><script src=\"/_next/static/chunks/bf0e73879d9dbc94.js\" defer=\"\"></script><script src=\"/_next/static/chunks/3ba1e112ddda16ef.js\" defer=\"\"></script>"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
},
{
"id": "agent-auth-block",
"title": "Validate agent_auth authorization metadata",
"status": "fail",
"evidence": {
"valid": false,
"issue": "OAuth authorization server metadata could not be fetched.",
"fetch": {
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 34371,
"text": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"initial-scale=1.0, width=device-width\" data-next-head=\"\"/><meta name=\"robots\" content=\"index,follow\" data-next-head=\"\"/><meta name=\"googlebot\" content=\"index,follow\" data-next-head=\"\"/><meta name=\"description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta name=\"twitter:creator\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta property=\"fb:app_id\" content=\"181490605365680\" data-next-head=\"\"/><meta property=\"og:title\" content=\"Crowdcast\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta property=\"og:url\" content=\"https://crowdcast.io/\" data-next-head=\"\"/><meta property=\"og:type\" content=\"website\" data-next-head=\"\"/><meta property=\"og:locale\" content=\"en_US\" data-next-head=\"\"/><meta property=\"og:site_name\" content=\"Crowdcast\" data-next-head=\"\"/><link rel=\"canonical\" href=\"https://crowdcast.io\" data-next-head=\"\"/><title data-next-head=\"\">404: This page could not be found</title><link rel=\"stylesheet\" href=\"https://use.typekit.net/cai5hqw.css\"/><link rel=\"apple-touch-icon\" sizes=\"180x180\" href=\"/static/apple-touch-icon.png\"/><link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"/static/favicon-32x32.png\"/><link rel=\"icon\" type=\"image/png\" sizes=\"16x16\" href=\"/static/favicon-16x16.png\"/><link rel=\"manifest\" href=\"/static/site.webmanifest\"/><link rel=\"mask-icon\" href=\"/static/safari-pinned-tab.svg\" color=\"#5bbad5\"/><link rel=\"shortcut icon\" href=\"/static/favicon.ico\"/><meta name=\"msapplication-TileColor\" content=\"#2b5797\"/><meta name=\"theme-color\" content=\"#ffffff\"/><link rel=\"preload\" href=\"/_next/static/chunks/02a33a3349b879fd.css\" as=\"style\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/02a33a3349b879fd.css\" data-n-g=\"\"/><link rel=\"preload\" href=\"/_next/static/chunks/c1da3988ef119c3a.css\" as=\"style\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/c1da3988ef119c3a.css\" data-n-g=\"\"/><noscript data-n-css=\"\"></noscript><script src=\"/_next/static/chunks/ccf4e6b7901041cb.js\" defer=\"\"></script><script src=\"/_next/static/chunks/323d477d2c89c3f2.js\" defer=\"\"></script><script src=\"/_next/static/chunks/12f8f019adec2044.js\" defer=\"\"></script><script src=\"/_next/static/chunks/c67642ab04a9d020.js\" defer=\"\"></script><script src=\"/_next/static/chunks/021ca5c6c8d2650f.js\" defer=\"\"></script><script src=\"/_next/static/chunks/520a95a0252a4aa9.js\" defer=\"\"></script><script src=\"/_next/static/chunks/472cb2fe582dd90f.js\" defer=\"\"></script><script src=\"/_next/static/chunks/fa6f150ab5ea58aa.js\" defer=\"\"></script><script src=\"/_next/static/chunks/6ec6af5a84666b49.js\" defer=\"\"></script><script src=\"/_next/static/chunks/7a80d84532644fe8.js\" defer=\"\"></script><script src=\"/_next/static/chunks/d96e5a99b5c17372.js\" defer=\"\"></script><script src=\"/_next/static/chunks/945b9b0476fa92f3.js\" defer=\"\"></script><script src=\"/_next/static/chunks/8d4ef8d24f6260ea.js\" defer=\"\"></script><script src=\"/_next/static/chunks/01b4b8f18c6b99f7.js\" defer=\"\"></script><script src=\"/_next/static/chunks/e753cb300abb4c54.js\" defer=\"\"></script><script src=\"/_next/static/chunks/cb8ca599cd491f71.js\" defer=\"\"></script><script src=\"/_next/static/chunks/b90c2f345612a322.js\" defer=\"\"></script><script src=\"/_next/static/chunks/8a887116686cb031.js\" defer=\"\"></script><script src=\"/_next/static/chunks/be2ea07dcae2dc58.js\" defer=\"\"></script><script src=\"/_next/static/chunks/94f398baec020b35.js\" defer=\"\"></script><script src=\"/_next/static/chunks/b30844be76ea7032.js\" defer=\"\"></script><script src=\"/_next/static/chunks/bbdffc7317b90cdd.js\" defer=\"\"></script><script src=\"/_next/static/chunks/6632efd9ef09b534.js\" defer=\"\"></script><script src=\"/_next/static/chunks/bf0e73879d9dbc94.js\" defer=\"\"></script><script src=\"/_next/static/chunks/3ba1e112ddda16ef.js\" defer=\"\"></script>"
}
},
"issue": "OAuth authorization server metadata could not be fetched.",
"howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 12,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign up"
},
{
"source": "visible-text",
"weight": 3,
"match": "register"
}
]
},
"resourceFetchSucceeded": false
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Needs attention
IndexNow key
Issue
IndexNow key is informational for this page.
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Needs attention
OAuth / OIDC discovery
Issue
OAuth / OIDC discovery was not found at the expected path.
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/openid-configuration",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 34371
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 34371
}
]
},
"issue": "OAuth / OIDC discovery was not found at the expected path.",
"howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 12,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign up"
},
{
"source": "visible-text",
"weight": 3,
"match": "register"
}
]
},
"resourceFetchSucceeded": false
}Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Needs attention
OAuth Protected Resource
Issue
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Why it matters
Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.
Check name
OAuth Protected Resource
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.
Result
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Validation steps
Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource JSON."
},
{
"id": "metadata",
"title": "Validate protected resource metadata",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"initial-scale=1.0, width=device-width\" data-next-head=\"\"/><meta name=\"robots\" content=\"index,follow\" data-next-head=\"\"/><meta name=\"googlebot\" content=\"index,follow\" data-next-head=\"\"/><meta name=\"description\" content=\"Where the world gathers\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary_large_image\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta name=\"twitter:creator\" content=\"@crowdcastHQ\" data-next-head=\"\"/><meta property=\"fb:app_id\" content=\"181490605365680\" data-next-head=\"\"/><meta property=\"og:title\" content=\"Crowdcast\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Where the world gathers\" data-next-h"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish resource and authorization_servers as absolute URLs."
},
{
"id": "resource-identity",
"title": "Validate protected resource identity",
"status": "fail",
"evidence": {
"expectedResource": "https://www.crowdcast.io"
},
"issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
"howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
},
{
"id": "protected-route-challenge",
"title": "Probe protected API Bearer challenge",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/admin/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.crowdcast.io/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.crowdcast.io/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.crowdcast.io/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
}
]
},
"issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
"howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 12,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign up"
},
{
"source": "visible-text",
"weight": 3,
"match": "register"
}
]
},
"resourceFetchSucceeded": false
}SEOSEOBrowser audit
Links do not have descriptive text
100 Fail
SEOSEOBrowser audit
Links do not have descriptive text
Check name
Links do not have descriptive text
Score
0/100
Status
fail
Device
desktop
Category
SEO
Estimated savings
1 link found
Fix guidance
Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/).
Evidence
{
"displayValue": "1 link found",
"description": "Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/)."
}Performance and AccessibilityPerformanceBrowser audit
Forced reflow
11 Fail
Performance and AccessibilityPerformanceBrowser audit
Forced reflow
Check name
Forced reflow
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
A forced reflow occurs when JavaScript queries geometric properties (such as offsetWidth) after styles have been invalidated by a change to the DOM state. This can result in poor performance. Learn more about [forced reflows](https://developer.chrome.com/docs/performance/insights/forced-reflow) and possible mitigations.
References
https://web.dev/learn/performance/Evidence
{
"description": "A forced reflow occurs when JavaScript queries geometric properties (such as offsetWidth) after styles have been invalidated by a change to the DOM state. This can result in poor performance. Learn more about [forced reflows](https://developer.chrome.com/docs/performance/insights/forced-reflow) and possible mitigations."
}Performance and AccessibilityPerformanceBrowser audit
LCP breakdown
11 Fail
Performance and AccessibilityPerformanceBrowser audit
LCP breakdown
Check name
LCP breakdown
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Each [subpart has specific improvement strategies](https://developer.chrome.com/docs/performance/insights/lcp-breakdown). Ideally, most of the LCP time should be spent on loading the resources, not within delays.
References
https://web.dev/learn/performance/Evidence
{
"description": "Each [subpart has specific improvement strategies](https://developer.chrome.com/docs/performance/insights/lcp-breakdown). Ideally, most of the LCP time should be spent on loading the resources, not within delays."
}Performance and AccessibilityPerformanceBrowser audit
Network dependency tree
11 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
Reduce JavaScript execution time
11 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
Check name
Reduce JavaScript execution time
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
3.9Â s
Fix guidance
Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "3.9Â s",
"description": "Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).",
"numericValue": 3930.7289999999884
}Performance and AccessibilityPerformanceBrowser audit
Use efficient cache lifetimes
11 Fail
Performance and AccessibilityPerformanceBrowser audit
Use efficient cache lifetimes
Check name
Use efficient cache lifetimes
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 135Â 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 135Â 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)."
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
6 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
46/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Review the grouped loading performance checks and improve the failing sub-checks listed in evidence.
References
https://web.dev/learn/performance/Evidence
{
"checks": [
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 15,
"displayValue": "4.1Â s",
"numericValue": 4145.936826076773
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 2,
"displayValue": "690Â ms",
"numericValue": 687
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "20Â ms",
"numericValue": 23.268689999999996
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 10Â ms",
"numericValue": 5
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 26,
"displayValue": "6.0Â s",
"numericValue": 6032.1222200801585
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 27,
"displayValue": "3.0Â s",
"numericValue": 2977.234607934278
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 98,
"displayValue": "0.7Â s",
"numericValue": 691.0967294609333
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 0,
"displayValue": "2,180Â ms",
"numericValue": 2177.1270916555873
}
]
}Performance and AccessibilityPerformanceBrowser audit
Avoid enormous network payloads
6 Warning
Performance and AccessibilityPerformanceBrowser audit
Avoid enormous network payloads
Check name
Avoid enormous network payloads
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Total size was 2,975Â KiB
Fix guidance
Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Total size was 2,975Â KiB",
"description": "Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).",
"numericValue": 3046557
}Performance and AccessibilityPerformanceBrowser audit
Font display
6 Warning
Performance and AccessibilityPerformanceBrowser audit
Font display
Check name
Font display
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 20Â ms
Fix guidance
Consider setting [font-display](https://developer.chrome.com/docs/performance/insights/font-display) to swap or optional to ensure text is consistently visible. swap can be further optimized to mitigate layout shifts with [font metric overrides](https://developer.chrome.com/blog/font-fallbacks).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 20Â ms",
"description": "Consider setting [font-display](https://developer.chrome.com/docs/performance/insights/font-display) to swap or optional to ensure text is consistently visible. swap can be further optimized to mitigate layout shifts with [font metric overrides](https://developer.chrome.com/blog/font-fallbacks)."
}Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
6 Warning
Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
Check name
Improve image delivery
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 65Â 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 65Â 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)"
}Fix with MCP or CLI
Use this report as the handoff into remediation. Generate a coding-agent prompt with the failing checks attached, or jump to the MCP and CLI setup docs before your next rescan.
Score history
Public scan score over time
Public reports for this website origin. Select any point or report link to open that canonical report.
| Scan date | Score | Readiness | Report |
|---|---|---|---|
| 46/100 | Level 2, Agent-Limited | Current report |