Export Report
OVERALL SCORE
Level 2, Agent-Limited
- AI Discoverability 26 out of 100
- Agent Ease of Use 8 out of 100
- Security & Trust 20 out of 100
- GEO, AIO and AEO 68 out of 100
- SEO 92 out of 100
- Performance and Accessibility 68 out of 100
What AI sees of your website
LlamaIndex | AI Agents for Document OCR + Workflows
LlamaParse is the world's best agentic OCR for processing complex documents with messy tables, charts, images, and more with human-level accuracy.
Next step
Turn this report into a fix workflow
27 failed checks are ready to move into MCP or CLI remediation. Generate a repair prompt, connect the scanner to your coding agent, or open the integration docs before your next rescan.
| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 26 | Priority fix | 5 | 17 | 1 | View details |
| Discoverability | 33 | Priority fix | 3 | 6 | 0 | View details |
| Content Readiness | 38 | Priority fix | 2 | 7 | 1 | View details |
| Bot Access Control | 0 | Priority fix | 0 | 4 | 0 | View details |
| Agent Ease of Use | 8 | Priority fix | 6 | 24 | 0 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 4 | 0 | View details |
| MCP | 25 | Priority fix | 2 | 6 | 0 | View details |
| Skill Discovery | 0 | Priority fix | 0 | 8 | 0 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 68 | Needs work | 4 | 3 | 13 | View details |
| GEO Readiness | 80 | Mostly ready | 2 | 0 | 4 | |
| AIO Readiness | 55 | Needs work | 1 | 2 | 4 | View details |
| AEO Readiness | 66 | Needs work | 1 | 1 | 5 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| Security & Trust | 20 | Priority fix | 5 | 4 | 0 | View details |
| Security & Trust | 20 | Priority fix | 1 | 4 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 68 | Needs work | 16 | 7 | 4 | View details |
| Performance | 60 | Needs work | 13 | 6 | 4 | View details |
| Accessibility | 82 | Mostly ready | 3 | 1 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
56 items need attention
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
50 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
Needs attention
API Catalog
Issue
The API catalog endpoint did not return HTTP 2xx.
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Fetch API catalog".
Validation steps
Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "fail",
"evidence": {
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The API catalog endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/api-catalog."
},
{
"id": "validate",
"title": "Validate RFC 9727 linkset",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"> <head><!-- Google Tag Manager --><script type=\"module\">function o(){document.cookie.split(\";\").forEach(t=>{const n=t.indexOf(\"=\"),a=n>-1?t.substring(0,n):t;a.trim().startsWith(\"ph_phc_\")&&(document.cookie=a+\"=;expires=Thu, 01 Jan 1970 00:00:00 GMT;domain=.llamaindex.ai;path=/\")})}o();function r(t){t.preventDefault();const n=t.currentTarget,a=n.dataset?.trackingVariant,i=n.dataset?.trackingSection,c=n.text,e=n.href;window.dataLayer=window.dataLayer||[],window.dataLayer.push({event:\"cloudClick\",label:c,url:e,variant:a,section:i}),window.location=e}const s=document.querySelectorAll(\"a[href*='cloud.llamaindex.ai']\");s.forEach(t=>t.addEventListener(\"click\",r));</script><!-- End Google Tag Manager --><!-- Start PromptWatch --><script type=\"module\">(function(){var "
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
Needs attention
OpenAPI discovery
Issue
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery failed at "Find valid OpenAPI document".
Validation steps
Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Find valid OpenAPI document",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"> <head><!-- Google Tag Manager --><script type=\"module\">function o(){document.cookie.split(\";\").forEach(t=>{const n=t.indexOf(\"=\"),a=n>-1?t.substring(0,n):t;a.trim().startsWith(\"ph_phc_\")&&(document.cookie=a+\"=;expires=Thu, 01 Jan 1970 00:00:00 GMT;domain=.llamaindex.ai;path=/\")})}o();function r(t){t.preventDefault();const n=t.currentTarget,a=n.dataset?.trackingVariant,i=n.dataset?.trackingSection,c=n.text,e=n.href;window.dataLayer=window.dataLayer||[],window.dataLayer.push({event:\"cloudClick\",label:c,url:e,variant:a,section:i}),window.location=e}const s=document.querySelectorAll(\"a[href*='cloud.llamaindex.ai']\");s.forEach(t=>t.addEventListener(\"click\",r));</script><!-- End Google Tag Manager --><!-- Start PromptWatch --><script type=\"module\">(function(){var "
},
{
"path": "/openapi.yaml",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"> <head><!-- Google Tag Manager --><script type=\"module\">function o(){document.cookie.split(\";\").forEach(t=>{const n=t.indexOf(\"=\"),a=n>-1?t.substring(0,n):t;a.trim().startsWith(\"ph_phc_\")&&(document.cookie=a+\"=;expires=Thu, 01 Jan 1970 00:00:00 GMT;domain=.llamaindex.ai;path=/\")})}o();function r(t){t.preventDefault();const n=t.currentTarget,a=n.dataset?.trackingVariant,i=n.dataset?.trackingSection,c=n.text,e=n.href;window.dataLayer=window.dataLayer||[],window.dataLayer.push({event:\"cloudClick\",label:c,url:e,variant:a,section:i}),window.location=e}const s=document.querySelectorAll(\"a[href*='cloud.llamaindex.ai']\");s.forEach(t=>t.addEventListener(\"click\",r));</script><!-- End Google Tag Manager --><!-- Start PromptWatch --><script type=\"module\">(function(){var "
},
{
"path": "/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"> <head><!-- Google Tag Manager --><script type=\"module\">function o(){document.cookie.split(\";\").forEach(t=>{const n=t.indexOf(\"=\"),a=n>-1?t.substring(0,n):t;a.trim().startsWith(\"ph_phc_\")&&(document.cookie=a+\"=;expires=Thu, 01 Jan 1970 00:00:00 GMT;domain=.llamaindex.ai;path=/\")})}o();function r(t){t.preventDefault();const n=t.currentTarget,a=n.dataset?.trackingVariant,i=n.dataset?.trackingSection,c=n.text,e=n.href;window.dataLayer=window.dataLayer||[],window.dataLayer.push({event:\"cloudClick\",label:c,url:e,variant:a,section:i}),window.location=e}const s=document.querySelectorAll(\"a[href*='cloud.llamaindex.ai']\");s.forEach(t=>t.addEventListener(\"click\",r));</script><!-- End Google Tag Manager --><!-- Start PromptWatch --><script type=\"module\">(function(){var "
},
{
"path": "/swagger.yaml",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"> <head><!-- Google Tag Manager --><script type=\"module\">function o(){document.cookie.split(\";\").forEach(t=>{const n=t.indexOf(\"=\"),a=n>-1?t.substring(0,n):t;a.trim().startsWith(\"ph_phc_\")&&(document.cookie=a+\"=;expires=Thu, 01 Jan 1970 00:00:00 GMT;domain=.llamaindex.ai;path=/\")})}o();function r(t){t.preventDefault();const n=t.currentTarget,a=n.dataset?.trackingVariant,i=n.dataset?.trackingSection,c=n.text,e=n.href;window.dataLayer=window.dataLayer||[],window.dataLayer.push({event:\"cloudClick\",label:c,url:e,variant:a,section:i}),window.location=e}const s=document.querySelectorAll(\"a[href*='cloud.llamaindex.ai']\");s.forEach(t=>t.addEventListener(\"click\",r));</script><!-- End Google Tag Manager --><!-- Start PromptWatch --><script type=\"module\">(function(){var "
},
{
"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><!-- Google Tag Manager --><script type=\"module\">function o(){document.cookie.split(\";\").forEach(t=>{const n=t.indexOf(\"=\"),a=n>-1?t.substring(0,n):t;a.trim().startsWith(\"ph_phc_\")&&(document.cookie=a+\"=;expires=Thu, 01 Jan 1970 00:00:00 GMT;domain=.llamaindex.ai;path=/\")})}o();function r(t){t.preventDefault();const n=t.currentTarget,a=n.dataset?.trackingVariant,i=n.dataset?.trackingSection,c=n.text,e=n.href;window.dataLayer=window.dataLayer||[],window.dataLayer.push({event:\"cloudClick\",label:c,url:e,variant:a,section:i}),window.location=e}const s=document.querySelectorAll(\"a[href*='cloud.llamaindex.ai']\");s.forEach(t=>t.addEventListener(\"click\",r));</script><!-- End Google Tag Manager --><!-- Start PromptWatch --><script type=\"module\">(function(){var "
},
{
"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><!-- Google Tag Manager --><script type=\"module\">function o(){document.cookie.split(\";\").forEach(t=>{const n=t.indexOf(\"=\"),a=n>-1?t.substring(0,n):t;a.trim().startsWith(\"ph_phc_\")&&(document.cookie=a+\"=;expires=Thu, 01 Jan 1970 00:00:00 GMT;domain=.llamaindex.ai;path=/\")})}o();function r(t){t.preventDefault();const n=t.currentTarget,a=n.dataset?.trackingVariant,i=n.dataset?.trackingSection,c=n.text,e=n.href;window.dataLayer=window.dataLayer||[],window.dataLayer.push({event:\"cloudClick\",label:c,url:e,variant:a,section:i}),window.location=e}const s=document.querySelectorAll(\"a[href*='cloud.llamaindex.ai']\");s.forEach(t=>t.addEventListener(\"click\",r));</script><!-- End Google Tag Manager --><!-- Start PromptWatch --><script type=\"module\">(function(){var "
},
{
"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><!-- Google Tag Manager --><script type=\"module\">function o(){document.cookie.split(\";\").forEach(t=>{const n=t.indexOf(\"=\"),a=n>-1?t.substring(0,n):t;a.trim().startsWith(\"ph_phc_\")&&(document.cookie=a+\"=;expires=Thu, 01 Jan 1970 00:00:00 GMT;domain=.llamaindex.ai;path=/\")})}o();function r(t){t.preventDefault();const n=t.currentTarget,a=n.dataset?.trackingVariant,i=n.dataset?.trackingSection,c=n.text,e=n.href;window.dataLayer=window.dataLayer||[],window.dataLayer.push({event:\"cloudClick\",label:c,url:e,variant:a,section:i}),window.location=e}const s=document.querySelectorAll(\"a[href*='cloud.llamaindex.ai']\");s.forEach(t=>t.addEventListener(\"click\",r));</script><!-- End Google Tag Manager --><!-- Start PromptWatch --><script type=\"module\">(function(){var "
}
]
},
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
}
]
}AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
Needs attention
AI bot rules in robots.txt
Issue
No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.
Why it matters
Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.
Check name
AI bot rules in robots.txt
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.
Result
AI bot rules in robots.txt is missing or incomplete.
Evidence
{
"expectedBots": [
"GPTBot",
"ChatGPT-User",
"ClaudeBot",
"Claude-Web",
"Anthropic-AI",
"Google-Extended",
"PerplexityBot",
"CCBot",
"Applebot-Extended",
"Meta-ExternalAgent",
"Bytespider",
"Amazonbot",
"Cohere-AI"
],
"configuredBots": []
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
Needs attention
Content Signal
Issue
No Content Signal found in robots.txt
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}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": 159190
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 159190
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 159190
}
]
},
"issue": "MCP Server Card was not found at the expected path.",
"howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
}
]
}Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
33 Fail
Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
Needs attention
mcp.json
Issue
mcp.json was not found at the expected path.
Why it matters
MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.
Check name
mcp.json
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.
Result
mcp.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
mcp.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 159190
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 159190
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 159190
}
]
},
"issue": "mcp.json was not found at the expected path.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}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": 159190
}
]
},
"issue": "Web Bot Auth request signing was not found at the expected path.",
"howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
}
]
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
33 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
Needs attention
WebMCP manifest
Issue
WebMCP manifest was not found at the expected path.
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
0/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Fetch to find resource".
Validation steps
Fetch to find resource
WebMCP manifest was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 159190
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 159190
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 159190
}
]
},
"issue": "WebMCP manifest was not found at the expected path.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
Needs attention
A2A Agent Card
Issue
A2A Agent Card was not found at the expected path.
Why it matters
A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.
Check name
A2A Agent Card
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent card so A2A-compatible clients can discover capabilities.
Result
A2A Agent Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
A2A Agent Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 159190
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 159190
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 159190
}
]
},
"issue": "A2A Agent Card was not found at the expected path.",
"howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
Needs attention
Agent Skills index
Issue
Agent Skills index was not found at the expected path.
Why it matters
An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.
Check name
Agent Skills index
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Agent Skills index was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 159190
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 159190
}
]
},
"issue": "Agent Skills index was not found at the expected path.",
"howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
Needs attention
agent.json
Issue
agent.json was not found at the expected path.
Why it matters
agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.
Check name
agent.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.
Result
agent.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agent.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 159190
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 159190
}
]
},
"issue": "agent.json was not found at the expected path.",
"howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
}
]
}Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
Needs attention
agents.json
Issue
agents.json was not found at the expected path.
Why it matters
agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.
Check name
agents.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Informational
Goal
Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.
Result
agents.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agents.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 159190
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 159190
}
]
},
"issue": "agents.json was not found at the expected path.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
Needs attention
Content-Security-Policy
Issue
Content-Security-Policy is missing or incomplete.
Why it matters
Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.
Check name
Content-Security-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Constrain script, style, frame, and resource loading with a Content-Security-Policy header.
Result
Content-Security-Policy is missing or incomplete.
Evidence
{
"header": "content-security-policy",
"value": null
}Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
Needs attention
Frame protection
Issue
Frame protection is missing or incomplete.
Why it matters
Frame protection blocks hostile sites from embedding pages in deceptive frames, reducing clickjacking risk.
Check name
Frame protection
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Prevent unwanted framing with X-Frame-Options or CSP frame-ancestors.
Result
Frame protection is missing or incomplete.
Evidence
{
"xFrameOptions": null,
"validXFrame": false,
"contentSecurityPolicy": null,
"cspFrameAncestors": false
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
25 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.
25 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".
25 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 DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
25 Fail
AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
Needs attention
llms.txt
Issue
llms.txt was not found at the expected path.
Why it matters
llms.txt gives language-model clients a concise, curated summary of important site context and links before they crawl broadly.
Check name
llms.txt
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Emerging recommendation
Goal
Publish llms.txt to summarize agent-readable site guidance.
Result
llms.txt failed at "Fetch to find resource".
Validation steps
Fetch to find resource
llms.txt was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/llms.txt",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 159190
},
{
"path": "/llms-full.txt",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 159190
}
]
},
"issue": "llms.txt was not found at the expected path.",
"howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
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 "(none)".
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": ""
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"(none)\".",
"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": 31349,
"excerpt": "<!DOCTYPE html><html lang=\"en\"> <head><!-- Google Tag Manager --><script type=\"module\">function o(){document.cookie.split(\";\").forEach(t=>{const n=t.indexOf(\"=\"),a=n>-1?t.substring(0,n):t;a.trim().startsWith(\"ph_phc_\")&&(document.cookie=a+\"",
"issue": "Markdown response is missing a heading."
},
"issue": "Markdown response is missing a heading.",
"howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
25 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": []
}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: 15 links missing accessible names; 2 buttons missing accessible names.
Details
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": true,
"nav": true,
"footer": true,
"meaningfulH1": true,
"headingOrder": true,
"accessibleLinks": false,
"accessibleButtons": false,
"imageAltCoverage": true,
"formAutocompleteCoverage": true,
"details": {
"inaccessibleLinks": [
"<a href=\"https://github.com/run-llama/\" class=\"QuickLinksIcon\" data-astro-cid-3ef6ksr2><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" data-astro-cid-3ef6ksr2=\"true\"> <path d=\"M9.02056 17.4936C9.02056 17.568 8.9371 17.6276 8.83185 17.6276C8.7121 17.6387 8.62863 17.5792 8.62863 17.4936C8.62863 17.4191 8.7121 17.3596 8.81734 17.3596C8.92621 17.3484 9.02056 17.408 9.02056 17.4936ZM7.89194 17.3261C7.86653 17.4005 7.93911 17.4861 8.04798 17.5085C8.14234 17.5457 8.25121 17.5085 8.27298 17.",
"<a href=\"https://discord.com/invite/eN6D2HQ4aX\" class=\"QuickLinksIcon\" data-astro-cid-3ef6ksr2><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" data-astro-cid-3ef6ksr2=\"true\"> <path d=\"M11.8008 2.80078C16.7728 2.80078 20.8008 6.82875 20.8008 11.8008C20.8008 16.7728 16.7728 20.8008 11.8008 20.8008C6.82875 20.7903 2.80078 16.7623 2.80078 11.8008C2.80079 6.82876 6.82876 2.80079 11.8008 2.80078ZM13.459 7.40625C13.3541 7.59499 13.2382 7.8359 13.1543 8.03516C12.2734 7.89888 11.3819 7.89884 ",
"<a href=\"https://twitter.com/llama_index\" class=\"QuickLinksIcon\" data-astro-cid-3ef6ksr2><svg width=\"24\" height=\"25\" viewBox=\"0 0 24 25\" fill=\"none\" data-astro-cid-3ef6ksr2=\"true\"> <path d=\"M3.3167 3.67148L10.4769 13.2987L3.27148 21.126H4.89313L11.2015 14.2731L16.2984 21.126H21.8169L14.2539 10.9573L20.9606 3.67148H19.339L13.5293 9.98291L8.83523 3.67148H3.3167ZM5.70145 4.87264H8.23668L19.4318 19.9247H16.8966L5.70145 4.87264Z\" fill=\"currentColor\"> </path> </svg></a>",
"<a href=\"https://www.linkedin.com/company/91154103\" class=\"QuickLinksIcon\" data-astro-cid-3ef6ksr2><svg width=\"25\" height=\"25\" viewBox=\"0 0 25 25\" fill=\"none\" data-astro-cid-3ef6ksr2=\"true\"> <path d=\"M20.5148 3.39804H5.08217C4.37503 3.39804 3.80048 3.98063 3.80048 4.69581V20.1003C3.80048 20.8155 4.37503 21.398 5.08217 21.398H20.5148C21.2219 21.398 21.8005 20.8155 21.8005 20.1003V4.69581C21.8005 3.98063 21.2219 3.39804 20.5148 3.39804ZM9.24065 18.8266H6.5728V10.2364H9.24467V18.8266H9.24065ZM7.906",
"<a href=\"https://www.youtube.com/@LlamaIndex\" class=\"QuickLinksIcon\" data-astro-cid-3ef6ksr2><svg width=\"25\" height=\"25\" viewBox=\"0 0 25 25\" fill=\"none\" data-astro-cid-3ef6ksr2=\"true\"> <path d=\"M23.5027 6.57044C23.2409 5.58503 22.4699 4.80894 21.4908 4.54557C19.7162 4.06699 12.6004 4.06699 12.6004 4.06699C12.6004 4.06699 5.48452 4.06699 3.7099 4.54557C2.73086 4.80899 1.95977 5.58503 1.69806 6.57044C1.22256 8.35657 1.22256 12.0832 1.22256 12.0832C1.22256 12.0832 1.22256 15.8097 1.69806 17.5959C1.",
"<a href=\"https://github.com/run-llama/\" class=\"QuickLinksIcon\" data-astro-cid-3ef6ksr2><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" data-astro-cid-3ef6ksr2=\"true\"> <path d=\"M9.02056 17.4936C9.02056 17.568 8.9371 17.6276 8.83185 17.6276C8.7121 17.6387 8.62863 17.5792 8.62863 17.4936C8.62863 17.4191 8.7121 17.3596 8.81734 17.3596C8.92621 17.3484 9.02056 17.408 9.02056 17.4936ZM7.89194 17.3261C7.86653 17.4005 7.93911 17.4861 8.04798 17.5085C8.14234 17.5457 8.25121 17.5085 8.27298 17.",
"<a href=\"https://discord.com/invite/eN6D2HQ4aX\" class=\"QuickLinksIcon\" data-astro-cid-3ef6ksr2><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" data-astro-cid-3ef6ksr2=\"true\"> <path d=\"M11.8008 2.80078C16.7728 2.80078 20.8008 6.82875 20.8008 11.8008C20.8008 16.7728 16.7728 20.8008 11.8008 20.8008C6.82875 20.7903 2.80078 16.7623 2.80078 11.8008C2.80079 6.82876 6.82876 2.80079 11.8008 2.80078ZM13.459 7.40625C13.3541 7.59499 13.2382 7.8359 13.1543 8.03516C12.2734 7.89888 11.3819 7.89884 ",
"<a href=\"https://twitter.com/llama_index\" class=\"QuickLinksIcon\" data-astro-cid-3ef6ksr2><svg width=\"24\" height=\"25\" viewBox=\"0 0 24 25\" fill=\"none\" data-astro-cid-3ef6ksr2=\"true\"> <path d=\"M3.3167 3.67148L10.4769 13.2987L3.27148 21.126H4.89313L11.2015 14.2731L16.2984 21.126H21.8169L14.2539 10.9573L20.9606 3.67148H19.339L13.5293 9.98291L8.83523 3.67148H3.3167ZM5.70145 4.87264H8.23668L19.4318 19.9247H16.8966L5.70145 4.87264Z\" fill=\"currentColor\"> </path> </svg></a>",
"<a href=\"https://www.linkedin.com/company/91154103\" class=\"QuickLinksIcon\" data-astro-cid-3ef6ksr2><svg width=\"25\" height=\"25\" viewBox=\"0 0 25 25\" fill=\"none\" data-astro-cid-3ef6ksr2=\"true\"> <path d=\"M20.5148 3.39804H5.08217C4.37503 3.39804 3.80048 3.98063 3.80048 4.69581V20.1003C3.80048 20.8155 4.37503 21.398 5.08217 21.398H20.5148C21.2219 21.398 21.8005 20.8155 21.8005 20.1003V4.69581C21.8005 3.98063 21.2219 3.39804 20.5148 3.39804ZM9.24065 18.8266H6.5728V10.2364H9.24467V18.8266H9.24065ZM7.906",
"<a href=\"https://www.youtube.com/@LlamaIndex\" class=\"QuickLinksIcon\" data-astro-cid-3ef6ksr2><svg width=\"25\" height=\"25\" viewBox=\"0 0 25 25\" fill=\"none\" data-astro-cid-3ef6ksr2=\"true\"> <path d=\"M23.5027 6.57044C23.2409 5.58503 22.4699 4.80894 21.4908 4.54557C19.7162 4.06699 12.6004 4.06699 12.6004 4.06699C12.6004 4.06699 5.48452 4.06699 3.7099 4.54557C2.73086 4.80899 1.95977 5.58503 1.69806 6.57044C1.22256 8.35657 1.22256 12.0832 1.22256 12.0832C1.22256 12.0832 1.22256 15.8097 1.69806 17.5959C1.",
"<a href=\"https://github.com/run-llama/\" data-astro-cid-upu6fzxr><svg width=\"19\" height=\"19\" viewBox=\"0 0 24 24\" fill=\"none\" data-astro-cid-upu6fzxr=\"true\"> <path d=\"M9.02056 17.4936C9.02056 17.568 8.9371 17.6276 8.83185 17.6276C8.7121 17.6387 8.62863 17.5792 8.62863 17.4936C8.62863 17.4191 8.7121 17.3596 8.81734 17.3596C8.92621 17.3484 9.02056 17.408 9.02056 17.4936ZM7.89194 17.3261C7.86653 17.4005 7.93911 17.4861 8.04798 17.5085C8.14234 17.5457 8.25121 17.5085 8.27298 17.434C8.29476 17.3596 8.2",
"<a href=\"https://discord.com/invite/eN6D2HQ4aX\" data-astro-cid-upu6fzxr><svg width=\"19\" height=\"19\" viewBox=\"0 0 24 24\" fill=\"none\" data-astro-cid-upu6fzxr=\"true\"> <path d=\"M11.8008 2.80078C16.7728 2.80078 20.8008 6.82875 20.8008 11.8008C20.8008 16.7728 16.7728 20.8008 11.8008 20.8008C6.82875 20.7903 2.80078 16.7623 2.80078 11.8008C2.80079 6.82876 6.82876 2.80079 11.8008 2.80078ZM13.459 7.40625C13.3541 7.59499 13.2382 7.8359 13.1543 8.03516C12.2734 7.89888 11.3819 7.89884 10.501 8.03516C10.4066 ",
"<a href=\"https://twitter.com/llama_index\" data-astro-cid-upu6fzxr><svg width=\"19\" height=\"19\" viewBox=\"0 0 24 25\" fill=\"none\" data-astro-cid-upu6fzxr=\"true\"> <path d=\"M3.3167 3.67148L10.4769 13.2987L3.27148 21.126H4.89313L11.2015 14.2731L16.2984 21.126H21.8169L14.2539 10.9573L20.9606 3.67148H19.339L13.5293 9.98291L8.83523 3.67148H3.3167ZM5.70145 4.87264H8.23668L19.4318 19.9247H16.8966L5.70145 4.87264Z\" fill=\"currentColor\"> </path> </svg></a>",
"<a href=\"https://www.linkedin.com/company/91154103/\" data-astro-cid-upu6fzxr><svg width=\"19\" height=\"19\" viewBox=\"0 0 25 25\" fill=\"none\" data-astro-cid-upu6fzxr=\"true\"> <path d=\"M20.5148 3.39804H5.08217C4.37503 3.39804 3.80048 3.98063 3.80048 4.69581V20.1003C3.80048 20.8155 4.37503 21.398 5.08217 21.398H20.5148C21.2219 21.398 21.8005 20.8155 21.8005 20.1003V4.69581C21.8005 3.98063 21.2219 3.39804 20.5148 3.39804ZM9.24065 18.8266H6.5728V10.2364H9.24467V18.8266H9.24065ZM7.90673 9.06322C7.05092 9.0",
"<a href=\"https://www.youtube.com/@LlamaIndex\" data-astro-cid-upu6fzxr><svg width=\"19\" height=\"19\" viewBox=\"0 0 25 25\" fill=\"none\" data-astro-cid-upu6fzxr=\"true\"> <path d=\"M23.5027 6.57044C23.2409 5.58503 22.4699 4.80894 21.4908 4.54557C19.7162 4.06699 12.6004 4.06699 12.6004 4.06699C12.6004 4.06699 5.48452 4.06699 3.7099 4.54557C2.73086 4.80899 1.95977 5.58503 1.69806 6.57044C1.22256 8.35657 1.22256 12.0832 1.22256 12.0832C1.22256 12.0832 1.22256 15.8097 1.69806 17.5959C1.95977 18.5813 2.73086 1"
],
"inaccessibleButtons": [
"<button class=\"HamburgerButton\" id=\"mobileNavTrigger\" data-astro-cid-3ef6ksr2> <svg width=\"40\" height=\"40\" viewBox=\"0 0 40 40\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" data-astro-cid-3ef6ksr2=\"\"> <path d=\"M30 12L10 12\" stroke=\"black\" stroke-width=\"2\" stroke-linejoin=\"round\" class=\"HamburgerButtonBar1\" data-astro-cid-3ef6ksr2=\"\"/> <path d=\"M30 20L10 20\" stroke=\"black\" stroke-width=\"2\" stroke-linejoin=\"round\" class=\"HamburgerButtonBar2\" data-astro-cid-3ef6ksr2=\"\"/> <path d=\"M30 28L10 28\" str",
"<button class=\"CodeBlockCopyButton\" arial-label=\"Copy command line\" data-astro-cid-tzivpef4> <svg width=\"20\" height=\"21\" viewBox=\"0 0 20 21\" fill=\"none\" class=\"CodeBlockCopyIcon\" data-astro-cid-tzivpef4=\"true\"> <path d=\"M13.125 13.625H16.875V3.625H6.875V7.375\" stroke=\"currentColor\" stroke-width=\"1.25\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/> <path d=\"M13.125 7.375H3.125V17.375H13.125V7.375Z\" stroke=\"currentColor\" stroke-width=\"1.25\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/> </svg>"
],
"missingAutocompleteInputs": [],
"imagesMissingAlt": [],
"skippedHeadingLevels": []
},
"counts": {
"h1": 1,
"headings": 24,
"links": 135,
"inaccessibleLinks": 15,
"buttons": 13,
"inaccessibleButtons": 2,
"images": 129,
"imagesWithAlt": 129,
"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
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
19 Warning
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
Needs attention
Content freshness signals
Issue
Content freshness signals are incomplete: missing dateModified/datePublished in JSON-LD; 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
25/100
Status
warning
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is partially implemented.
Evidence
{
"lastModified": "Mon, 08 Jun 2026 08:09:53 GMT",
"schemaDates": [],
"metaDateCount": 0,
"timeDateCount": 0
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 0/100 and needs a fix.
7 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 0/100 and needs a fix.
Needs attention
AIO: Visible structured data match
Issue
No JSON-LD structured data was detected.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Visible structured data match
Score
0/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Visible structured data match scored 0/100 and needs a fix.
Evidence
{
"schemaCount": 0,
"mismatches": [],
"score": 0,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
5 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Needs attention
AEO: Answer evidence and trust
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer evidence and trust
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "/customers/jeppesen-a-boeing-company-saves-2-000-engineering-hours-with-unified-chat-framework",
"text": "Jeppesen (a Boeing Company) Saves ~2,000 Engineering Hours with Unified Chat Framework",
"html": "<a href=\"/customers/jeppesen-a-boeing-company-saves-2-000-engineering-hours-with-unified-chat-framework\" class=\"DropdownPanelAdImage DropdownPanelAdResources\" data-astro-cid-3ef6ksr2> <span data-astro-cid-3ef6ksr2=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize6 DropdownPanelAdTitle\"> Jeppesen (a Boeing Company) Saves ~2,000 Engineering Hours with Unified Chat Framework </span> </a>"
},
{
"href": "/about",
"text": "About us Our mission and story",
"html": "<a class=\"DropdownLink\" href=\"/about\" aria-label=\"About us\" data-astro-cid-2kwgizz2> <div class=\"Icon\" data-astro-cid-2kwgizz2> <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" data-astro-cid-2kwgizz2=\"true\"> <path d=\"M18.5116 13.2824C18.5117 12.3433 19.1912 11.8662 19.3856 11.7365C19.4064 11.7226 19.4294 11.7087 19.452 11.6945C19.4198 11.5832 19.3881 11.4963 19.3612 11.4289C19.3293 11.4377 19.2935 11.4467 19.2538 11.4582C19.1603 11.4851 19.022 11.5264 18.8886 11.5607C18.4379 11.67..."
},
{
"href": "https://www.linkedin.com/company/91154103",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/91154103\" class=\"QuickLinksIcon\" data-astro-cid-3ef6ksr2><svg width=\"25\" height=\"25\" viewBox=\"0 0 25 25\" fill=\"none\" data-astro-cid-3ef6ksr2=\"true\"> <path d=\"M20.5148 3.39804H5.08217C4.37503 3.39804 3.80048 3.98063 3.80048 4.69581V20.1003C3.80048 20.8155 4.37503 21.398 5.08217 21.398H20.5148C21.2219 21.398 21.8005 20.8155 21.8005 20.1003V4.69581C21.8005 3.98063 21.2219 3.39804 20.5148 3.39804ZM9.24065 18.8266H6.5728V10.2364H9.24467V18.8266H9.24065ZM7...."
},
{
"href": "/customers/jeppesen-a-boeing-company-saves-2-000-engineering-hours-with-unified-chat-framework",
"text": "How Jeppesen (a Boeing Company) Saves ~2,000 Engineering Hours with Unified Chat Framework",
"html": "<a href=\"/customers/jeppesen-a-boeing-company-saves-2-000-engineering-hours-with-unified-chat-framework\" class=\"DropdownPanelAdImage DropdownPanelAdResources\" data-astro-cid-3ef6ksr2> <span data-astro-cid-3ef6ksr2=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize6 DropdownPanelAdTitle\"> How Jeppesen (a Boeing Company) Saves ~2,000 Engineering Hours with Unified Chat Framework </span> </a>"
},
{
"href": "/about",
"text": "About us Our mission and story",
"html": "<a class=\"DropdownLink\" href=\"/about\" aria-label=\"About us\" data-astro-cid-2kwgizz2> <div class=\"Icon\" data-astro-cid-2kwgizz2> <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" data-astro-cid-2kwgizz2=\"true\"> <path d=\"M18.5116 13.2824C18.5117 12.3433 19.1912 11.8662 19.3856 11.7365C19.4064 11.7226 19.4294 11.7087 19.452 11.6945C19.4198 11.5832 19.3881 11.4963 19.3612 11.4289C19.3293 11.4377 19.2935 11.4467 19.2538 11.4582C19.1603 11.4851 19.022 11.5264 18.8886 11.5607C18.4379 11.67..."
},
{
"href": "https://www.linkedin.com/company/91154103",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/91154103\" class=\"QuickLinksIcon\" data-astro-cid-3ef6ksr2><svg width=\"25\" height=\"25\" viewBox=\"0 0 25 25\" fill=\"none\" data-astro-cid-3ef6ksr2=\"true\"> <path d=\"M20.5148 3.39804H5.08217C4.37503 3.39804 3.80048 3.98063 3.80048 4.69581V20.1003C3.80048 20.8155 4.37503 21.398 5.08217 21.398H20.5148C21.2219 21.398 21.8005 20.8155 21.8005 20.1003V4.69581C21.8005 3.98063 21.2219 3.39804 20.5148 3.39804ZM9.24065 18.8266H6.5728V10.2364H9.24467V18.8266H9.24065ZM7...."
},
{
"href": "/about",
"text": "About us",
"html": "<a href=\"/about\" data-astro-cid-sz7xmlte>About us</a>"
},
{
"href": "https://www.linkedin.com/company/91154103/",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/91154103/\" data-astro-cid-upu6fzxr><svg width=\"19\" height=\"19\" viewBox=\"0 0 25 25\" fill=\"none\" data-astro-cid-upu6fzxr=\"true\"> <path d=\"M20.5148 3.39804H5.08217C4.37503 3.39804 3.80048 3.98063 3.80048 4.69581V20.1003C3.80048 20.8155 4.37503 21.398 5.08217 21.398H20.5148C21.2219 21.398 21.8005 20.8155 21.8005 20.1003V4.69581C21.8005 3.98063 21.2219 3.39804 20.5148 3.39804ZM9.24065 18.8266H6.5728V10.2364H9.24467V18.8266H9.24065ZM7.90673 9.06322C7.05092..."
}
],
"contactLinks": [
{
"href": "/use-cases/customer-support",
"text": "Customer Support Instant, accurate responses",
"html": "<a class=\"DropdownLink\" href=\"/use-cases/customer-support\" aria-label=\"Customer Support\" data-astro-cid-2kwgizz2> <div class=\"Icon\" data-astro-cid-2kwgizz2> <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" data-astro-cid-2kwgizz2=\"true\"> <path d=\"M21.0005 18.75V19.5C21.0005 20.2956 20.6844 21.0587 20.1218 21.6213C19.5592 22.1839 18.7961 22.5 18.0005 22.5H12.7505\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/> <path d=\"M21.0005 12H18.0005C1..."
},
{
"href": "/contact",
"text": "Book a demo",
"html": "<a href=\"/contact\" class=\"Button ButtonVariantSecondary ButtonSizeSmall\" data-astro-cid-3ef6ksr2=\"true\" data-astro-cid-vnzlvqnm> Book a demo </a>"
},
{
"href": "/use-cases/customer-support",
"text": "Customer Support Instant, accurate responses",
"html": "<a class=\"DropdownLink\" href=\"/use-cases/customer-support\" aria-label=\"Customer Support\" data-astro-cid-2kwgizz2> <div class=\"Icon\" data-astro-cid-2kwgizz2> <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" data-astro-cid-2kwgizz2=\"true\"> <path d=\"M21.0005 18.75V19.5C21.0005 20.2956 20.6844 21.0587 20.1218 21.6213C19.5592 22.1839 18.7961 22.5 18.0005 22.5H12.7505\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/> <path d=\"M21.0005 12H18.0005C1..."
},
{
"href": "/contact",
"text": "Book a demo",
"html": "<a href=\"/contact\" class=\"Button ButtonVariantSecondary ButtonSizeFull\" data-astro-cid-3ef6ksr2=\"true\" data-astro-cid-vnzlvqnm> Book a demo </a>"
},
{
"href": "https://www.llamaindex.ai/contact",
"text": "Book a Demo",
"html": "<a href=\"https://www.llamaindex.ai/contact\" class=\"Button ButtonVariantSecondary ButtonSizeNormal\" _key=\"c3db2cbf1264\" _type=\"buttonComponent\" data-astro-cid-7helq3nr=\"true\" data-astro-cid-vnzlvqnm> Book a Demo </a>"
},
{
"href": "/contact",
"text": "Book a demo",
"html": "<a href=\"/contact\" class=\"Button ButtonVariantPrimary ButtonSizeNormal\" _key=\"36bd94eb1a90\" _type=\"buttonComponent\" data-astro-cid-tzivpef4=\"true\" data-astro-cid-vnzlvqnm> Book a demo </a>"
},
{
"href": "/contact",
"text": "Book a demo",
"html": "<a href=\"/contact\" class=\"Button ButtonVariantPrimary ButtonSizeNormal UseCaseButton\" _key=\"7d10edc4b095\" _type=\"buttonComponent\" data-astro-cid-xwtkbr4x=\"true\" data-astro-cid-vnzlvqnm> Book a demo </a>"
},
{
"href": "/contact",
"text": "Book a demo",
"html": "<a href=\"/contact\" class=\"Button ButtonVariantPrimary ButtonSizeNormal UseCaseButton\" _key=\"7d10edc4b095\" _type=\"buttonComponent\" data-astro-cid-xwtkbr4x=\"true\" data-astro-cid-vnzlvqnm> Book a demo </a>"
},
{
"href": "/contact",
"text": "Book a demo",
"html": "<a href=\"/contact\" class=\"Button ButtonVariantPrimary ButtonSizeNormal UseCaseButton\" _key=\"7d10edc4b095\" _type=\"buttonComponent\" data-astro-cid-xwtkbr4x=\"true\" data-astro-cid-vnzlvqnm> Book a demo </a>"
},
{
"href": "/contact",
"text": "Book a demo",
"html": "<a href=\"/contact\" class=\"Button ButtonVariantPrimary ButtonSizeNormal\" _key=\"755c57c23c27\" _type=\"buttonComponent\" data-astro-cid-g325xon4=\"true\" data-astro-cid-vnzlvqnm> Book a demo </a>"
},
{
"href": "/contact",
"text": "Book a demo",
"html": "<a href=\"/contact\" class=\"Button ButtonVariantPrimary ButtonSizeNormal\" _key=\"bf93084b3704\" _type=\"buttonComponent\" data-astro-cid-lglqpxqm=\"true\" data-astro-cid-vnzlvqnm> Book a demo </a>"
},
{
"href": "/contact",
"text": "Book a Demo",
"html": "<a href=\"/contact\" class=\"Button ButtonVariantPrimary ButtonSizeNormal PreFooterButton\" _key=\"3bf51865453c\" _type=\"buttonComponent\" data-astro-cid-imzna25v=\"true\" data-astro-cid-vnzlvqnm> Book a Demo </a>"
},
{
"href": "/contact",
"text": "Contact sales",
"html": "<a href=\"/contact\" class=\"Button ButtonVariantSecondary ButtonSizeNormal\" data-astro-cid-sz7xmlte=\"true\" data-astro-cid-vnzlvqnm> Contact sales </a>"
},
{
"href": "/use-cases/customer-support",
"text": "Customer Support",
"html": "<a href=\"/use-cases/customer-support\" data-astro-cid-sz7xmlte>Customer Support</a>"
}
],
"privacyLinks": [
{
"href": "/legal/privacy-notice",
"text": "Privacy Notice",
"html": "<a href=\"/legal/privacy-notice\" data-astro-cid-sz7xmlte>Privacy Notice</a>"
},
{
"href": "/legal/terms-of-service",
"text": "Terms of Service",
"html": "<a href=\"/legal/terms-of-service\" data-astro-cid-sz7xmlte>Terms of Service</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.
5 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": "/customers/jeppesen-a-boeing-company-saves-2-000-engineering-hours-with-unified-chat-framework",
"text": "Jeppesen (a Boeing Company) Saves ~2,000 Engineering Hours with Unified Chat Framework",
"html": "<a href=\"/customers/jeppesen-a-boeing-company-saves-2-000-engineering-hours-with-unified-chat-framework\" class=\"DropdownPanelAdImage DropdownPanelAdResources\" data-astro-cid-3ef6ksr2> <span data-astro-cid-3ef6ksr2=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize6 DropdownPanelAdTitle\"> Jeppesen (a Boeing Company) Saves ~2,000 Engineering Hours with Unified Chat Framework </span> </a>"
},
{
"href": "/about",
"text": "About us Our mission and story",
"html": "<a class=\"DropdownLink\" href=\"/about\" aria-label=\"About us\" data-astro-cid-2kwgizz2> <div class=\"Icon\" data-astro-cid-2kwgizz2> <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" data-astro-cid-2kwgizz2=\"true\"> <path d=\"M18.5116 13.2824C18.5117 12.3433 19.1912 11.8662 19.3856 11.7365C19.4064 11.7226 19.4294 11.7087 19.452 11.6945C19.4198 11.5832 19.3881 11.4963 19.3612 11.4289C19.3293 11.4377 19.2935 11.4467 19.2538 11.4582C19.1603 11.4851 19.022 11.5264 18.8886 11.5607C18.4379 11.67..."
},
{
"href": "https://www.linkedin.com/company/91154103",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/91154103\" class=\"QuickLinksIcon\" data-astro-cid-3ef6ksr2><svg width=\"25\" height=\"25\" viewBox=\"0 0 25 25\" fill=\"none\" data-astro-cid-3ef6ksr2=\"true\"> <path d=\"M20.5148 3.39804H5.08217C4.37503 3.39804 3.80048 3.98063 3.80048 4.69581V20.1003C3.80048 20.8155 4.37503 21.398 5.08217 21.398H20.5148C21.2219 21.398 21.8005 20.8155 21.8005 20.1003V4.69581C21.8005 3.98063 21.2219 3.39804 20.5148 3.39804ZM9.24065 18.8266H6.5728V10.2364H9.24467V18.8266H9.24065ZM7...."
},
{
"href": "/customers/jeppesen-a-boeing-company-saves-2-000-engineering-hours-with-unified-chat-framework",
"text": "How Jeppesen (a Boeing Company) Saves ~2,000 Engineering Hours with Unified Chat Framework",
"html": "<a href=\"/customers/jeppesen-a-boeing-company-saves-2-000-engineering-hours-with-unified-chat-framework\" class=\"DropdownPanelAdImage DropdownPanelAdResources\" data-astro-cid-3ef6ksr2> <span data-astro-cid-3ef6ksr2=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize6 DropdownPanelAdTitle\"> How Jeppesen (a Boeing Company) Saves ~2,000 Engineering Hours with Unified Chat Framework </span> </a>"
},
{
"href": "/about",
"text": "About us Our mission and story",
"html": "<a class=\"DropdownLink\" href=\"/about\" aria-label=\"About us\" data-astro-cid-2kwgizz2> <div class=\"Icon\" data-astro-cid-2kwgizz2> <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" data-astro-cid-2kwgizz2=\"true\"> <path d=\"M18.5116 13.2824C18.5117 12.3433 19.1912 11.8662 19.3856 11.7365C19.4064 11.7226 19.4294 11.7087 19.452 11.6945C19.4198 11.5832 19.3881 11.4963 19.3612 11.4289C19.3293 11.4377 19.2935 11.4467 19.2538 11.4582C19.1603 11.4851 19.022 11.5264 18.8886 11.5607C18.4379 11.67..."
},
{
"href": "https://www.linkedin.com/company/91154103",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/91154103\" class=\"QuickLinksIcon\" data-astro-cid-3ef6ksr2><svg width=\"25\" height=\"25\" viewBox=\"0 0 25 25\" fill=\"none\" data-astro-cid-3ef6ksr2=\"true\"> <path d=\"M20.5148 3.39804H5.08217C4.37503 3.39804 3.80048 3.98063 3.80048 4.69581V20.1003C3.80048 20.8155 4.37503 21.398 5.08217 21.398H20.5148C21.2219 21.398 21.8005 20.8155 21.8005 20.1003V4.69581C21.8005 3.98063 21.2219 3.39804 20.5148 3.39804ZM9.24065 18.8266H6.5728V10.2364H9.24467V18.8266H9.24065ZM7...."
},
{
"href": "/about",
"text": "About us",
"html": "<a href=\"/about\" data-astro-cid-sz7xmlte>About us</a>"
},
{
"href": "https://www.linkedin.com/company/91154103/",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/91154103/\" data-astro-cid-upu6fzxr><svg width=\"19\" height=\"19\" viewBox=\"0 0 25 25\" fill=\"none\" data-astro-cid-upu6fzxr=\"true\"> <path d=\"M20.5148 3.39804H5.08217C4.37503 3.39804 3.80048 3.98063 3.80048 4.69581V20.1003C3.80048 20.8155 4.37503 21.398 5.08217 21.398H20.5148C21.2219 21.398 21.8005 20.8155 21.8005 20.1003V4.69581C21.8005 3.98063 21.2219 3.39804 20.5148 3.39804ZM9.24065 18.8266H6.5728V10.2364H9.24467V18.8266H9.24065ZM7.90673 9.06322C7.05092..."
}
],
"contactLinks": [
{
"href": "/use-cases/customer-support",
"text": "Customer Support Instant, accurate responses",
"html": "<a class=\"DropdownLink\" href=\"/use-cases/customer-support\" aria-label=\"Customer Support\" data-astro-cid-2kwgizz2> <div class=\"Icon\" data-astro-cid-2kwgizz2> <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" data-astro-cid-2kwgizz2=\"true\"> <path d=\"M21.0005 18.75V19.5C21.0005 20.2956 20.6844 21.0587 20.1218 21.6213C19.5592 22.1839 18.7961 22.5 18.0005 22.5H12.7505\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/> <path d=\"M21.0005 12H18.0005C1..."
},
{
"href": "/contact",
"text": "Book a demo",
"html": "<a href=\"/contact\" class=\"Button ButtonVariantSecondary ButtonSizeSmall\" data-astro-cid-3ef6ksr2=\"true\" data-astro-cid-vnzlvqnm> Book a demo </a>"
},
{
"href": "/use-cases/customer-support",
"text": "Customer Support Instant, accurate responses",
"html": "<a class=\"DropdownLink\" href=\"/use-cases/customer-support\" aria-label=\"Customer Support\" data-astro-cid-2kwgizz2> <div class=\"Icon\" data-astro-cid-2kwgizz2> <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" data-astro-cid-2kwgizz2=\"true\"> <path d=\"M21.0005 18.75V19.5C21.0005 20.2956 20.6844 21.0587 20.1218 21.6213C19.5592 22.1839 18.7961 22.5 18.0005 22.5H12.7505\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/> <path d=\"M21.0005 12H18.0005C1..."
},
{
"href": "/contact",
"text": "Book a demo",
"html": "<a href=\"/contact\" class=\"Button ButtonVariantSecondary ButtonSizeFull\" data-astro-cid-3ef6ksr2=\"true\" data-astro-cid-vnzlvqnm> Book a demo </a>"
},
{
"href": "https://www.llamaindex.ai/contact",
"text": "Book a Demo",
"html": "<a href=\"https://www.llamaindex.ai/contact\" class=\"Button ButtonVariantSecondary ButtonSizeNormal\" _key=\"c3db2cbf1264\" _type=\"buttonComponent\" data-astro-cid-7helq3nr=\"true\" data-astro-cid-vnzlvqnm> Book a Demo </a>"
},
{
"href": "/contact",
"text": "Book a demo",
"html": "<a href=\"/contact\" class=\"Button ButtonVariantPrimary ButtonSizeNormal\" _key=\"36bd94eb1a90\" _type=\"buttonComponent\" data-astro-cid-tzivpef4=\"true\" data-astro-cid-vnzlvqnm> Book a demo </a>"
},
{
"href": "/contact",
"text": "Book a demo",
"html": "<a href=\"/contact\" class=\"Button ButtonVariantPrimary ButtonSizeNormal UseCaseButton\" _key=\"7d10edc4b095\" _type=\"buttonComponent\" data-astro-cid-xwtkbr4x=\"true\" data-astro-cid-vnzlvqnm> Book a demo </a>"
},
{
"href": "/contact",
"text": "Book a demo",
"html": "<a href=\"/contact\" class=\"Button ButtonVariantPrimary ButtonSizeNormal UseCaseButton\" _key=\"7d10edc4b095\" _type=\"buttonComponent\" data-astro-cid-xwtkbr4x=\"true\" data-astro-cid-vnzlvqnm> Book a demo </a>"
},
{
"href": "/contact",
"text": "Book a demo",
"html": "<a href=\"/contact\" class=\"Button ButtonVariantPrimary ButtonSizeNormal UseCaseButton\" _key=\"7d10edc4b095\" _type=\"buttonComponent\" data-astro-cid-xwtkbr4x=\"true\" data-astro-cid-vnzlvqnm> Book a demo </a>"
},
{
"href": "/contact",
"text": "Book a demo",
"html": "<a href=\"/contact\" class=\"Button ButtonVariantPrimary ButtonSizeNormal\" _key=\"755c57c23c27\" _type=\"buttonComponent\" data-astro-cid-g325xon4=\"true\" data-astro-cid-vnzlvqnm> Book a demo </a>"
},
{
"href": "/contact",
"text": "Book a demo",
"html": "<a href=\"/contact\" class=\"Button ButtonVariantPrimary ButtonSizeNormal\" _key=\"bf93084b3704\" _type=\"buttonComponent\" data-astro-cid-lglqpxqm=\"true\" data-astro-cid-vnzlvqnm> Book a demo </a>"
},
{
"href": "/contact",
"text": "Book a Demo",
"html": "<a href=\"/contact\" class=\"Button ButtonVariantPrimary ButtonSizeNormal PreFooterButton\" _key=\"3bf51865453c\" _type=\"buttonComponent\" data-astro-cid-imzna25v=\"true\" data-astro-cid-vnzlvqnm> Book a Demo </a>"
},
{
"href": "/contact",
"text": "Contact sales",
"html": "<a href=\"/contact\" class=\"Button ButtonVariantSecondary ButtonSizeNormal\" data-astro-cid-sz7xmlte=\"true\" data-astro-cid-vnzlvqnm> Contact sales </a>"
},
{
"href": "/use-cases/customer-support",
"text": "Customer Support",
"html": "<a href=\"/use-cases/customer-support\" data-astro-cid-sz7xmlte>Customer Support</a>"
}
],
"privacyLinks": [
{
"href": "/legal/privacy-notice",
"text": "Privacy Notice",
"html": "<a href=\"/legal/privacy-notice\" data-astro-cid-sz7xmlte>Privacy Notice</a>"
},
{
"href": "/legal/terms-of-service",
"text": "Terms of Service",
"html": "<a href=\"/legal/terms-of-service\" data-astro-cid-sz7xmlte>Terms of Service</a>"
}
],
"score": 40,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
Needs attention
AEO: Answer-first sections
Issue
23 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer-first sections
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer-first sections scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 23,
"passing": 0,
"failing": [
{
"heading": "Get started with LlamaParse for free",
"headingHtml": "<h2 data-astro-cid-7helq3nr=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize2 CTATitle\"> Get started with LlamaParse for free </h2>",
"firstParagraph": "Our free plan includes:",
"paragraphHtml": "<p data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize2\"> <strong>Our free plan includes:</strong> </p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "We parse your most complex docs",
"headingHtml": "<h2 data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1\"> We parse your most complex docs </h2>",
"firstParagraph": "",
"paragraphHtml": "<p data-astro-cid-balv45lp=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize2\"> </p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
},
{
"heading": "Unrivaled performance across complex documents",
"headingHtml": "<h2 data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1\"> Unrivaled performance across complex documents </h2>",
"firstParagraph": "",
"paragraphHtml": "<p data-astro-cid-balv45lp=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize2\"> </p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
},
{
"heading": "Parse",
"headingHtml": "<h3 data-astro-cid-tzivpef4=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize1 SlideTitle\"> <span data-astro-cid-tzivpef4>Parse</span> </h3>",
"firstParagraph": "Industry-leading document parsing for 50+ unstructured file types — including support for embedded images, complex layouts, multi-page tables, and even handwritten notes.",
"paragraphHtml": "<p data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize3\"> Industry-leading document parsing for 50+ unstructured file types — including support for embedded images, complex layouts, multi-page tables, and even handwritten notes. </p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Extract",
"headingHtml": "<h3 data-astro-cid-tzivpef4=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize1 SlideTitle\"> <span data-astro-cid-tzivpef4>Extract</span> </h3>",
"firstParagraph": "Turn unstructured content into structured insights using schema-based, LLM-powered extraction agents — no training required",
"paragraphHtml": "<p data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize3\"> Turn unstructured content into structured insights using schema-based, LLM-powered extraction agents — no training required </p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Split",
"headingHtml": "<h3 data-astro-cid-tzivpef4=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize1 SlideTitle\"> <span data-astro-cid-tzivpef4>Split</span> </h3>",
"firstParagraph": "Segment a document into logical sections based on natural-language descriptions.",
"paragraphHtml": "<p data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize3\"> Segment a document into logical sections based on natural-language descriptions. </p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "Classify",
"headingHtml": "<h3 data-astro-cid-tzivpef4=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize1 SlideTitle\"> <span data-astro-cid-tzivpef4>Classify</span> </h3>",
"firstParagraph": "Automatically categorize documents using natural-language rules.",
"paragraphHtml": "<p data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize3\"> Automatically categorize documents using natural-language rules. </p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "Index",
"headingHtml": "<h3 data-astro-cid-tzivpef4=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize1 SlideTitle\"> <span data-astro-cid-tzivpef4>Index</span> </h3>",
"firstParagraph": "Enterprise-grade chunking and embedding pipeline. Built to deliver precision and relevance in every retrieval call for best-in-class RAG.",
"paragraphHtml": "<p data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize3\"> Enterprise-grade chunking and embedding pipeline. Built to deliver precision and relevance in every retrieval call for best-in-class RAG. </p>",
"words": 18,
"direct": false,
"issue": "First paragraph is 18 words and does not look like a concise direct answer."
},
{
"heading": "Fully open-source",
"headingHtml": "<h3 data-astro-cid-tzivpef4=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize1 HighlightTitle\"> <div class=\"HighlightIcon\" data-astro-cid-tzivpef4> <img src=\"https://cdn.sanity.io/images/7m9jw85w/production/cb634992a0806df2993fbe258b3e227827679319-24x24.svg?w=24\" alt style data-astro-cid-tzivpef4=\"true\" data-astro-cid-6kov3kig=\"true\" loading=\"lazy\" decoding=\"async\" fetchpriority=\"auto\" width=\"24\" height=\"24\" class=\"Image\"> </div>Fully open-source...",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Fast local processing",
"headingHtml": "<h3 data-astro-cid-tzivpef4=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize1 HighlightTitle\"> <div class=\"HighlightIcon\" data-astro-cid-tzivpef4> <img src=\"https://cdn.sanity.io/images/7m9jw85w/production/7d57ede9654595003acf44b4355443c6b2eaca8c-24x24.svg?w=24\" alt style data-astro-cid-tzivpef4=\"true\" data-astro-cid-6kov3kig=\"true\" loading=\"lazy\" decoding=\"async\" fetchpriority=\"auto\" width=\"24\" height=\"24\" class=\"Image\"> </div>Fast local process...",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "All major formats",
"headingHtml": "<h3 data-astro-cid-tzivpef4=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize1 HighlightTitle\"> <div class=\"HighlightIcon\" data-astro-cid-tzivpef4> <img src=\"https://cdn.sanity.io/images/7m9jw85w/production/e8632ead38252580b56afbb24f4fdbf899407741-24x24.svg?w=24\" alt style data-astro-cid-tzivpef4=\"true\" data-astro-cid-6kov3kig=\"true\" loading=\"lazy\" decoding=\"async\" fetchpriority=\"auto\" width=\"24\" height=\"24\" class=\"Image\"> </div>All major formats...",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Bounding box output",
"headingHtml": "<h3 data-astro-cid-tzivpef4=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize1 HighlightTitle\"> <div class=\"HighlightIcon\" data-astro-cid-tzivpef4> <img src=\"https://cdn.sanity.io/images/7m9jw85w/production/e8af7df0a226bba619ed9aba4e50acdde7296dda-25x25.svg?w=25\" alt style data-astro-cid-tzivpef4=\"true\" data-astro-cid-6kov3kig=\"true\" loading=\"lazy\" decoding=\"async\" fetchpriority=\"auto\" width=\"25\" height=\"25\" class=\"Image\"> </div>Bounding box outpu...",
"firstParagraph": "Use cases",
"paragraphHtml": "<p leftsquare=\"true\" rightsquare=\"true\" data-astro-cid-balv45lp=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantLabel TextVariantLabelSize1 TextLeftSquare TextRightSquare CallToActionLabel\"> Use cases </p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "How leading teams use document intelligence",
"headingHtml": "<h2 data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1\"> How leading teams use document intelligence </h2>",
"firstParagraph": "",
"paragraphHtml": "<p data-astro-cid-balv45lp=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize2\"> </p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
},
{
"heading": "Built for every document-heavy industry",
"headingHtml": "<h2 data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1\"> Built for every document-heavy industry </h2>",
"firstParagraph": "",
"paragraphHtml": "<p data-astro-cid-g325xon4=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize2 GradientCallToActionText\"> </p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
},
{
"heading": "Enterprise Ready",
"headingHtml": "<h2 data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1\"> <span class=\"text-gradient\">Enterprise Ready</span> </h2>",
"firstParagraph": "Built for teams running production-grade AI with reliability, security, and control at scale.",
"paragraphHtml": "<p data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize2\"> Built for teams running production-grade AI
with reliability, security, and control at scale. </p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "Trusted by leading AI teams",
"headingHtml": "<h2 data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1\"> Trusted by leading AI teams </h2>",
"firstParagraph": "",
"paragraphHtml": "<p data-astro-cid-balv45lp=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize2\"> </p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
},
{
"heading": "Upgrade your document processing today",
"headingHtml": "<h2 data-astro-cid-imzna25v=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1 PreFooterHeader\"> Upgrade your document processing today </h2>",
"firstParagraph": "LlamaParse unlocks unrivaled accuracy and scale.",
"paragraphHtml": "<p data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize1\"> LlamaParse unlocks unrivaled accuracy and scale. </p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "Build document agents that understand, reason, and act",
"headingHtml": "<h2 data-astro-cid-sz7xmlte=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize5 FooterHeader\"> Build document agents that understand, reason, and act </h2>",
"firstParagraph": "Explore AI Summary",
"paragraphHtml": "<p data-astro-cid-sz7xmlte=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize6\"> Explore AI Summary </p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Solutions",
"headingHtml": "<h3 data-astro-cid-sz7xmlte=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantLabel TextVariantLabelSize1 TextLeftSquare LinksHeader\"> Solutions </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Products",
"headingHtml": "<h3 data-astro-cid-sz7xmlte=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantLabel TextVariantLabelSize1 TextLeftSquare LinksHeader\"> Products </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Resources",
"headingHtml": "<h3 data-astro-cid-sz7xmlte=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantLabel TextVariantLabelSize1 TextLeftSquare LinksHeader\"> Resources </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Company",
"headingHtml": "<h3 data-astro-cid-sz7xmlte=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantLabel TextVariantLabelSize1 TextLeftSquare LinksHeader\"> Company </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Weekly newsletter",
"headingHtml": "<h3 data-astro-cid-sz7xmlte=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantLabel TextVariantLabelSize1 TextLeftSquare LinksHeader\"> Weekly newsletter </h3>",
"firstParagraph": "Get a weekly roundup of the latest news and insights on the world of LLMs and word on the newest features of the LlamaIndex libraries.",
"paragraphHtml": "<p data-astro-cid-sz7xmlte=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize4 FormIntro\"> Get a weekly roundup of the latest news and insights on the world of LLMs and word on the newest features of the LlamaIndex libraries. </p>",
"words": 25,
"direct": false,
"issue": "First paragraph is 25 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 70/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 70/100 and needs improvement.
Needs attention
GEO: Extraction-friendly structure
Issue
Missing extraction signals: table with <thead> only if the page already has tabular/comparative data, ordered list only if the page explains a workflow/process, optional visible FAQ or FAQPage schema, 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
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Extraction-friendly structure scored 70/100 and needs improvement.
Evidence
{
"hasSummary": true,
"tableCount": 0,
"tablesWithHead": 0,
"tablesMissingThead": [],
"orderedLists": 0,
"hasFaq": false,
"definitionPatterns": 2,
"schemaBlocks": 0,
"missingSignals": [
"table with <thead> only if the page already has tabular/comparative data",
"ordered list only if the page explains a workflow/process",
"optional visible FAQ or FAQPage schema",
"JSON-LD structured data"
],
"score": 70,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 79/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 79/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: llamaindex, agents, document, workflows, stack.
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
79/100
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 79/100 and needs improvement.
Evidence
{
"title": "LlamaIndex | AI Agents for Document OCR + Workflows",
"h1": "Document OCR for the agentic stack",
"description": "LlamaParse is the world's best agentic OCR for processing complex documents with messy tables, charts, images, and more with human-level accuracy.",
"topicOverlap": 0.2857142857142857,
"topicTerms": [
"llamaindex",
"agents",
"document",
"ocr",
"workflows",
"agentic",
"stack"
],
"descriptionTerms": [
"llamaparse",
"world",
"best",
"agentic",
"ocr",
"processing",
"complex",
"documents",
"messy",
"tables",
"charts",
"images",
"more",
"human",
"level",
"accuracy"
],
"missingFromDescription": [
"llamaindex",
"agents",
"document",
"workflows",
"stack"
],
"score": 79,
"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
No substantial explanatory paragraphs were found.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Explanatory content depth
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Explanatory content depth scored 75/100 and needs improvement.
Evidence
{
"candidatePassages": 1,
"citablePassages": 0,
"failingCandidateParagraphs": [],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 70/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 70/100 and needs improvement.
Needs attention
AEO: Question-led structure
Issue
23 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Question-led structure
Score
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: Question-led structure scored 70/100 and needs improvement.
Evidence
{
"h2Count": 9,
"questionH2s": [
{
"index": 4,
"text": "How leading teams use document intelligence",
"isQuestion": true,
"html": "<h2 data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1\"> How leading teams use document intelligence </h2>"
}
],
"hasFaq": false,
"score": 70,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Google eligibility and indexability
AIO: Google eligibility and indexability scored 80/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Google eligibility and indexability
AIO: Google eligibility and indexability scored 80/100 and needs improvement.
Needs attention
AIO: Google eligibility and indexability
Issue
Canonical tag is missing.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Google eligibility and indexability
Score
80/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Google eligibility and indexability scored 80/100 and needs improvement.
Evidence
{
"status": 200,
"googlebotBlocked": false,
"metaRobotsTags": [
"index, follow"
],
"xRobotsTag": "",
"canonical": "",
"finalUrl": "https://www.llamaindex.ai/",
"canonicalScore": 0,
"score": 80,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 82/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 82/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: llamaindex, agents, document, workflows, stack.
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
82/100
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 82/100 and needs improvement.
Evidence
{
"title": "LlamaIndex | AI Agents for Document OCR + Workflows",
"h1": "Document OCR for the agentic stack",
"description": "LlamaParse is the world's best agentic OCR for processing complex documents with messy tables, charts, images, and more with human-level accuracy.",
"topicOverlap": 0.2857142857142857,
"definitionCount": 2,
"topicTerms": [
"llamaindex",
"agents",
"document",
"ocr",
"workflows",
"agentic",
"stack"
],
"descriptionTerms": [
"llamaparse",
"world",
"best",
"agentic",
"ocr",
"processing",
"complex",
"documents",
"messy",
"tables",
"charts",
"images",
"more",
"human",
"level",
"accuracy"
],
"missingFromDescription": [
"llamaindex",
"agents",
"document",
"workflows",
"stack"
],
"score": 82,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
Needs attention
AIO: Answer block readiness
Issue
23 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Answer block readiness
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Answer block readiness scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 23,
"passing": 0,
"failing": [
{
"heading": "Get started with LlamaParse for free",
"headingHtml": "<h2 data-astro-cid-7helq3nr=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize2 CTATitle\"> Get started with LlamaParse for free </h2>",
"firstParagraph": "Our free plan includes:",
"paragraphHtml": "<p data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize2\"> <strong>Our free plan includes:</strong> </p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "We parse your most complex docs",
"headingHtml": "<h2 data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1\"> We parse your most complex docs </h2>",
"firstParagraph": "",
"paragraphHtml": "<p data-astro-cid-balv45lp=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize2\"> </p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
},
{
"heading": "Unrivaled performance across complex documents",
"headingHtml": "<h2 data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1\"> Unrivaled performance across complex documents </h2>",
"firstParagraph": "",
"paragraphHtml": "<p data-astro-cid-balv45lp=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize2\"> </p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
},
{
"heading": "Parse",
"headingHtml": "<h3 data-astro-cid-tzivpef4=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize1 SlideTitle\"> <span data-astro-cid-tzivpef4>Parse</span> </h3>",
"firstParagraph": "Industry-leading document parsing for 50+ unstructured file types — including support for embedded images, complex layouts, multi-page tables, and even handwritten notes.",
"paragraphHtml": "<p data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize3\"> Industry-leading document parsing for 50+ unstructured file types — including support for embedded images, complex layouts, multi-page tables, and even handwritten notes. </p>",
"words": 21,
"direct": false,
"issue": "First paragraph is 21 words and does not look like a concise direct answer."
},
{
"heading": "Extract",
"headingHtml": "<h3 data-astro-cid-tzivpef4=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize1 SlideTitle\"> <span data-astro-cid-tzivpef4>Extract</span> </h3>",
"firstParagraph": "Turn unstructured content into structured insights using schema-based, LLM-powered extraction agents — no training required",
"paragraphHtml": "<p data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize3\"> Turn unstructured content into structured insights using schema-based, LLM-powered extraction agents — no training required </p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Split",
"headingHtml": "<h3 data-astro-cid-tzivpef4=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize1 SlideTitle\"> <span data-astro-cid-tzivpef4>Split</span> </h3>",
"firstParagraph": "Segment a document into logical sections based on natural-language descriptions.",
"paragraphHtml": "<p data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize3\"> Segment a document into logical sections based on natural-language descriptions. </p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "Classify",
"headingHtml": "<h3 data-astro-cid-tzivpef4=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize1 SlideTitle\"> <span data-astro-cid-tzivpef4>Classify</span> </h3>",
"firstParagraph": "Automatically categorize documents using natural-language rules.",
"paragraphHtml": "<p data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize3\"> Automatically categorize documents using natural-language rules. </p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "Index",
"headingHtml": "<h3 data-astro-cid-tzivpef4=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize1 SlideTitle\"> <span data-astro-cid-tzivpef4>Index</span> </h3>",
"firstParagraph": "Enterprise-grade chunking and embedding pipeline. Built to deliver precision and relevance in every retrieval call for best-in-class RAG.",
"paragraphHtml": "<p data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize3\"> Enterprise-grade chunking and embedding pipeline. Built to deliver precision and relevance in every retrieval call for best-in-class RAG. </p>",
"words": 18,
"direct": false,
"issue": "First paragraph is 18 words and does not look like a concise direct answer."
},
{
"heading": "Fully open-source",
"headingHtml": "<h3 data-astro-cid-tzivpef4=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize1 HighlightTitle\"> <div class=\"HighlightIcon\" data-astro-cid-tzivpef4> <img src=\"https://cdn.sanity.io/images/7m9jw85w/production/cb634992a0806df2993fbe258b3e227827679319-24x24.svg?w=24\" alt style data-astro-cid-tzivpef4=\"true\" data-astro-cid-6kov3kig=\"true\" loading=\"lazy\" decoding=\"async\" fetchpriority=\"auto\" width=\"24\" height=\"24\" class=\"Image\"> </div>Fully open-source...",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Fast local processing",
"headingHtml": "<h3 data-astro-cid-tzivpef4=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize1 HighlightTitle\"> <div class=\"HighlightIcon\" data-astro-cid-tzivpef4> <img src=\"https://cdn.sanity.io/images/7m9jw85w/production/7d57ede9654595003acf44b4355443c6b2eaca8c-24x24.svg?w=24\" alt style data-astro-cid-tzivpef4=\"true\" data-astro-cid-6kov3kig=\"true\" loading=\"lazy\" decoding=\"async\" fetchpriority=\"auto\" width=\"24\" height=\"24\" class=\"Image\"> </div>Fast local process...",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "All major formats",
"headingHtml": "<h3 data-astro-cid-tzivpef4=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize1 HighlightTitle\"> <div class=\"HighlightIcon\" data-astro-cid-tzivpef4> <img src=\"https://cdn.sanity.io/images/7m9jw85w/production/e8632ead38252580b56afbb24f4fdbf899407741-24x24.svg?w=24\" alt style data-astro-cid-tzivpef4=\"true\" data-astro-cid-6kov3kig=\"true\" loading=\"lazy\" decoding=\"async\" fetchpriority=\"auto\" width=\"24\" height=\"24\" class=\"Image\"> </div>All major formats...",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Bounding box output",
"headingHtml": "<h3 data-astro-cid-tzivpef4=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize1 HighlightTitle\"> <div class=\"HighlightIcon\" data-astro-cid-tzivpef4> <img src=\"https://cdn.sanity.io/images/7m9jw85w/production/e8af7df0a226bba619ed9aba4e50acdde7296dda-25x25.svg?w=25\" alt style data-astro-cid-tzivpef4=\"true\" data-astro-cid-6kov3kig=\"true\" loading=\"lazy\" decoding=\"async\" fetchpriority=\"auto\" width=\"25\" height=\"25\" class=\"Image\"> </div>Bounding box outpu...",
"firstParagraph": "Use cases",
"paragraphHtml": "<p leftsquare=\"true\" rightsquare=\"true\" data-astro-cid-balv45lp=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantLabel TextVariantLabelSize1 TextLeftSquare TextRightSquare CallToActionLabel\"> Use cases </p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "How leading teams use document intelligence",
"headingHtml": "<h2 data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1\"> How leading teams use document intelligence </h2>",
"firstParagraph": "",
"paragraphHtml": "<p data-astro-cid-balv45lp=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize2\"> </p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
},
{
"heading": "Built for every document-heavy industry",
"headingHtml": "<h2 data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1\"> Built for every document-heavy industry </h2>",
"firstParagraph": "",
"paragraphHtml": "<p data-astro-cid-g325xon4=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize2 GradientCallToActionText\"> </p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
},
{
"heading": "Enterprise Ready",
"headingHtml": "<h2 data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1\"> <span class=\"text-gradient\">Enterprise Ready</span> </h2>",
"firstParagraph": "Built for teams running production-grade AI with reliability, security, and control at scale.",
"paragraphHtml": "<p data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize2\"> Built for teams running production-grade AI
with reliability, security, and control at scale. </p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "Trusted by leading AI teams",
"headingHtml": "<h2 data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1\"> Trusted by leading AI teams </h2>",
"firstParagraph": "",
"paragraphHtml": "<p data-astro-cid-balv45lp=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize2\"> </p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
},
{
"heading": "Upgrade your document processing today",
"headingHtml": "<h2 data-astro-cid-imzna25v=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1 PreFooterHeader\"> Upgrade your document processing today </h2>",
"firstParagraph": "LlamaParse unlocks unrivaled accuracy and scale.",
"paragraphHtml": "<p data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize1\"> LlamaParse unlocks unrivaled accuracy and scale. </p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "Build document agents that understand, reason, and act",
"headingHtml": "<h2 data-astro-cid-sz7xmlte=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize5 FooterHeader\"> Build document agents that understand, reason, and act </h2>",
"firstParagraph": "Explore AI Summary",
"paragraphHtml": "<p data-astro-cid-sz7xmlte=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize6\"> Explore AI Summary </p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Solutions",
"headingHtml": "<h3 data-astro-cid-sz7xmlte=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantLabel TextVariantLabelSize1 TextLeftSquare LinksHeader\"> Solutions </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Products",
"headingHtml": "<h3 data-astro-cid-sz7xmlte=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantLabel TextVariantLabelSize1 TextLeftSquare LinksHeader\"> Products </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Resources",
"headingHtml": "<h3 data-astro-cid-sz7xmlte=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantLabel TextVariantLabelSize1 TextLeftSquare LinksHeader\"> Resources </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Company",
"headingHtml": "<h3 data-astro-cid-sz7xmlte=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantLabel TextVariantLabelSize1 TextLeftSquare LinksHeader\"> Company </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Weekly newsletter",
"headingHtml": "<h3 data-astro-cid-sz7xmlte=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantLabel TextVariantLabelSize1 TextLeftSquare LinksHeader\"> Weekly newsletter </h3>",
"firstParagraph": "Get a weekly roundup of the latest news and insights on the world of LLMs and word on the newest features of the LlamaIndex libraries.",
"paragraphHtml": "<p data-astro-cid-sz7xmlte=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantParagraph TextVariantParagraphSize4 FormIntro\"> Get a weekly roundup of the latest news and insights on the world of LLMs and word on the newest features of the LlamaIndex libraries. </p>",
"words": 25,
"direct": false,
"issue": "First paragraph is 25 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 75/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 75/100 and needs improvement.
Needs attention
AIO: Page experience for AIO
Issue
3 image(s) are missing width/height attributes. 4 possible modal/interstitial element(s) detected.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Page experience for AIO scored 75/100 and needs improvement.
Evidence
{
"viewportContent": "width=device-width, initial-scale=1.0",
"visibleWords": 1119,
"htmlBytes": 837006,
"imagesMissingDimensions": [
{
"src": "https://cdn.sanity.io/images/7m9jw85w/production/6ffb2f8c7df7972c1b895bfad2dc8ee2707d2382-926x549.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://cdn.sanity.io/images/7m9jw85w/production/6ffb2f8c7df7972c1b895bfad2dc8ee2707d2382-926x549.svg\" alt data-astro-cid-4mcbiujq>"
},
{
"src": "https://cdn.sanity.io/images/7m9jw85w/production/bfe4ada268805e31dea48854dacacc82a0586580-927x549.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://cdn.sanity.io/images/7m9jw85w/production/bfe4ada268805e31dea48854dacacc82a0586580-927x549.svg\" alt data-astro-cid-4mcbiujq>"
},
{
"src": "https://cdn.sanity.io/images/7m9jw85w/production/fa66ec23f8c86cb45c3be498315a445deafb747c-933x549.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://cdn.sanity.io/images/7m9jw85w/production/fa66ec23f8c86cb45c3be498315a445deafb747c-933x549.svg\" alt data-astro-cid-4mcbiujq>"
}
],
"possibleDialogs": [
"<dialog id=\"startups-apply-modal\" class=\"modal\" data-astro-cid-y4k53sxr> <div class=\"modal-inner\" data-astro-cid-y4k53sxr> <button class=\"modal-close\" aria-label=\"Close modal\" data-astro-cid-y4k53sxr>×</button> <div class=\"modal-content\" data-astro-cid-y4k53sxr> <script src=\"https://js-na2.hsforms.net/forms/embed/developer/48755185.js\" defer></script> <div class=\"hs-form-html\" data-region=\"na2\" data-form-id=\"dbbfea63-78fc-4122-ba82-18c9d1d8e415\" data-portal-id=\"48755185\" id=\"14312d95-b2e...",
"<div class=\"modal-inner\" data-astro-cid-y4k53sxr> <button class=\"modal-close\" aria-label=\"Close modal\" data-astro-cid-y4k53sxr>×</button> <div class=\"modal-content\" data-astro-cid-y4k53sxr> <script src=\"https://js-na2.hsforms.net/forms/embed/developer/48755185.js\" defer></script> <div class=\"hs-form-html\" data-region=\"na2\" data-form-id=\"dbbfea63-78fc-4122-ba82-18c9d1d8e415\" data-portal-id=\"48755185\" id=\"14312d95-b2e1-4b3f-b229-4241f8401c1c\" data-fetched=\"1780919107842\"></div> </div> </div>",
"<button class=\"modal-close\" aria-label=\"Close modal\" data-astro-cid-y4k53sxr>×</button>",
"<div class=\"modal-content\" data-astro-cid-y4k53sxr> <script src=\"https://js-na2.hsforms.net/forms/embed/developer/48755185.js\" defer></script> <div class=\"hs-form-html\" data-region=\"na2\" data-form-id=\"dbbfea63-78fc-4122-ba82-18c9d1d8e415\" data-portal-id=\"48755185\" id=\"14312d95-b2e1-4b3f-b229-4241f8401c1c\" data-fetched=\"1780919107842\"></div> </div>"
],
"score": 75,
"weight": 10
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
Needs attention
AEO: Answer intent coverage
Issue
Missing likely AI Overview intent sections: what, 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": "Get started with LlamaParse for free",
"html": "<h2 data-astro-cid-7helq3nr=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize2 CTATitle\"> Get started with LlamaParse for free </h2>"
},
{
"text": "We parse your most complex docs",
"html": "<h2 data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1\"> We parse your most complex docs </h2>"
},
{
"text": "Unrivaled performance across complex documents",
"html": "<h2 data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1\"> Unrivaled performance across complex documents </h2>"
},
{
"text": "How leading teams use document intelligence",
"html": "<h2 data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1\"> How leading teams use document intelligence </h2>"
},
{
"text": "Built for every document-heavy industry",
"html": "<h2 data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1\"> Built for every document-heavy industry </h2>"
},
{
"text": "Enterprise Ready",
"html": "<h2 data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1\"> <span class=\"text-gradient\">Enterprise Ready</span> </h2>"
},
{
"text": "Trusted by leading AI teams",
"html": "<h2 data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1\"> Trusted by leading AI teams </h2>"
},
{
"text": "Upgrade your document processing today",
"html": "<h2 data-astro-cid-imzna25v=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1 PreFooterHeader\"> Upgrade your document processing today </h2>"
},
{
"text": "Build document agents that understand, reason, and act",
"html": "<h2 data-astro-cid-sz7xmlte=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize5 FooterHeader\"> Build document agents that understand, reason, and act </h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is LlamaIndex?",
"pattern": {}
},
{
"id": "how",
"label": "How does LlamaIndex work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use LlamaIndex?",
"pattern": {}
},
{
"id": "cost",
"label": "Is LlamaIndex free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does LlamaIndex compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is LlamaIndex?",
"pattern": {}
},
{
"id": "compare",
"label": "How does LlamaIndex compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Informational
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Needs attention
AI context endpoint
Issue
AI context endpoint is informational for this page.
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
100/100
Status
informational
Category
API
Maturity
Emerging recommendation
Goal
Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.
Result
AI context endpoint is informational for this page.
Validation steps
Fetch to find resource
AI context endpoint was not found at the expected path.
Evidence
{
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/ai/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 159190
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 159190
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 159190
}
]
},
"issue": "AI context endpoint was not found at the expected path.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Needs attention
AIO: Query intent coverage
Issue
Missing likely AI Overview intent sections: what, 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": "Get started with LlamaParse for free",
"html": "<h2 data-astro-cid-7helq3nr=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize2 CTATitle\"> Get started with LlamaParse for free </h2>"
},
{
"text": "We parse your most complex docs",
"html": "<h2 data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1\"> We parse your most complex docs </h2>"
},
{
"text": "Unrivaled performance across complex documents",
"html": "<h2 data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1\"> Unrivaled performance across complex documents </h2>"
},
{
"text": "How leading teams use document intelligence",
"html": "<h2 data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1\"> How leading teams use document intelligence </h2>"
},
{
"text": "Built for every document-heavy industry",
"html": "<h2 data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1\"> Built for every document-heavy industry </h2>"
},
{
"text": "Enterprise Ready",
"html": "<h2 data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1\"> <span class=\"text-gradient\">Enterprise Ready</span> </h2>"
},
{
"text": "Trusted by leading AI teams",
"html": "<h2 data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1\"> Trusted by leading AI teams </h2>"
},
{
"text": "Upgrade your document processing today",
"html": "<h2 data-astro-cid-imzna25v=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize1 PreFooterHeader\"> Upgrade your document processing today </h2>"
},
{
"text": "Build document agents that understand, reason, and act",
"html": "<h2 data-astro-cid-sz7xmlte=\"true\" data-astro-cid-yzlqzfct=\"true\" class=\"Text TextVariantHeading TextVariantHeadingSize5 FooterHeader\"> Build document agents that understand, reason, and act </h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is LlamaIndex?",
"pattern": {}
},
{
"id": "how",
"label": "How does LlamaIndex work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use LlamaIndex?",
"pattern": {}
},
{
"id": "cost",
"label": "Is LlamaIndex free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does LlamaIndex compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is LlamaIndex?",
"pattern": {}
},
{
"id": "compare",
"label": "How does LlamaIndex compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Needs attention
IndexNow key
Issue
IndexNow key is informational for this page.
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Needs attention
OAuth / OIDC discovery
Issue
OAuth / OIDC discovery was not found at the expected path.
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/openid-configuration",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 159190
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 159190
}
]
},
"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": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign up"
},
{
"source": "visible-text",
"weight": 3,
"match": "signup"
}
]
},
"resourceFetchSucceeded": false
}Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Needs attention
OAuth Protected Resource
Issue
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Why it matters
Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.
Check name
OAuth Protected Resource
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.
Result
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Validation steps
Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource JSON."
},
{
"id": "metadata",
"title": "Validate protected resource metadata",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"> <head><!-- Google Tag Manager --><script type=\"module\">function o(){document.cookie.split(\";\").forEach(t=>{const n=t.indexOf(\"=\"),a=n>-1?t.substring(0,n):t;a.trim().startsWith(\"ph_phc_\")&&(document.cookie=a+\"=;expires=Thu, 01 Jan 1970 00:00:00 GMT;domain=.llamaindex.ai;path=/\")})}o();function r(t){t.preventDefault();const n=t.currentTarget,a=n.dataset?.trackingVariant,i=n.dataset?.trackingSection,c=n.text,e=n.href;window.dataLayer=window.dataLayer||[],window.dataLayer.push({event:\"cloudClick\",label:c,url:e,variant:a,section:i}),window.location=e}const s=document.querySelectorAll(\"a[href*='cloud.llamaindex.ai']\");s.forEach(t=>t.addEventListener(\"click\",r));</script><!-- End Google Tag Manager --><!-- Start PromptWatch --><script type=\"module\">(function(){var "
},
"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.llamaindex.ai"
},
"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.llamaindex.ai/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.llamaindex.ai/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.llamaindex.ai/.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": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign up"
},
{
"source": "visible-text",
"weight": 3,
"match": "signup"
}
]
},
"resourceFetchSucceeded": false
}Performance and AccessibilityAccessibilityBrowser audit
Buttons do not have an accessible name
100 Fail
Performance and AccessibilityAccessibilityBrowser audit
Buttons do not have an accessible name
Check name
Buttons do not have an accessible name
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
When a button doesn't have an accessible name, screen readers announce it as "button", making it unusable for users who rely on screen readers. [Learn how to make buttons more accessible](https://dequeuniversity.com/rules/axe/4.11/button-name).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "When a button doesn't have an accessible name, screen readers announce it as \"button\", making it unusable for users who rely on screen readers. [Learn how to make buttons more accessible](https://dequeuniversity.com/rules/axe/4.11/button-name)."
}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
2 links found
Fix guidance
Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/).
Evidence
{
"displayValue": "2 links found",
"description": "Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/)."
}Performance and AccessibilityBest PracticesBrowser audit
Browser errors were logged to the console
50 Fail
Performance and AccessibilityBest PracticesBrowser audit
Browser errors were logged to the console
Check name
Browser errors were logged to the console
Score
0/100
Status
fail
Device
desktop
Category
Best Practices
Fix guidance
Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)
Evidence
{
"description": "Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)"
}Performance and AccessibilityBest PracticesBrowser audit
Uses deprecated APIs
50 Fail
Performance and AccessibilityBest PracticesBrowser audit
Uses deprecated APIs
Check name
Uses deprecated APIs
Score
0/100
Status
fail
Device
desktop
Category
Best Practices
Estimated savings
2 warnings found
Fix guidance
Deprecated APIs will eventually be removed from the browser. [Learn more about deprecated APIs](https://developer.chrome.com/docs/lighthouse/best-practices/deprecations/).
Evidence
{
"displayValue": "2 warnings found",
"description": "Deprecated APIs will eventually be removed from the browser. [Learn more about deprecated APIs](https://developer.chrome.com/docs/lighthouse/best-practices/deprecations/)."
}Performance and AccessibilityPerformanceBrowser audit
Forced reflow
10 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
Image optimization
10 Fail
Performance and AccessibilityPerformanceBrowser audit
Image optimization
Check name
Image optimization
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Review the grouped image optimization checks and improve the failing sub-checks listed in evidence.
References
https://web.dev/learn/performance/Evidence
{
"checks": [
{
"id": "image-aspect-ratio",
"title": "Displays images with incorrect aspect ratio",
"score": 0
}
]
}Performance and AccessibilityPerformanceBrowser audit
Links do not have a discernible name
10 Fail
Performance and AccessibilityPerformanceBrowser audit
Links do not have a discernible name
Check name
Links do not have a discernible name
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name).
References
https://web.dev/learn/performance/Evidence
{
"description": "Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name)."
}Performance and AccessibilityPerformanceBrowser audit
Network dependency tree
10 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
Touch targets do not have sufficient size or spacing.
10 Fail
Performance and AccessibilityPerformanceBrowser audit
Touch targets do not have sufficient size or spacing.
Check name
Touch targets do not have sufficient size or spacing.
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Touch targets with sufficient size and spacing help users who may have difficulty targeting small controls to activate the targets. [Learn more about touch targets](https://dequeuniversity.com/rules/axe/4.11/target-size).
References
https://web.dev/learn/performance/Evidence
{
"description": "Touch targets with sufficient size and spacing help users who may have difficulty targeting small controls to activate the targets. [Learn more about touch targets](https://dequeuniversity.com/rules/axe/4.11/target-size)."
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
5 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
50/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Review the grouped loading performance checks and improve the failing sub-checks listed in evidence.
References
https://web.dev/learn/performance/Evidence
{
"checks": [
{
"id": "interactive",
"title": "Time to Interactive",
"score": 2,
"displayValue": "11.0Â s",
"numericValue": 10985.404015620836
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 98,
"displayValue": "0.7Â s",
"numericValue": 746.0067009578022
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 0,
"displayValue": "900Â ms",
"numericValue": 896
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 100,
"displayValue": "0.4Â s",
"numericValue": 394.004015620834
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 2,
"displayValue": "5.5Â s",
"numericValue": 5492.321419255632
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 10Â ms",
"numericValue": 7
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "20Â ms",
"numericValue": 21.377834999999994
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 0,
"displayValue": "5,750Â ms",
"numericValue": 5749.5
}
]
}Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
5 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 228Â 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 228Â KiB",
"description": "Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)"
}Performance and AccessibilityPerformanceBrowser audit
Reduce unused CSS
5 Warning
Performance and AccessibilityPerformanceBrowser audit
Reduce unused CSS
Check name
Reduce unused CSS
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 13Â KiB
Fix guidance
Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 13Â KiB",
"description": "Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).",
"numericValue": 0
}Performance and AccessibilityPerformanceBrowser audit
Reduce unused JavaScript
5 Warning
Performance and AccessibilityPerformanceBrowser audit
Reduce unused JavaScript
Check name
Reduce unused JavaScript
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 630Â KiB
Fix guidance
Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 630Â KiB",
"description": "Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).",
"numericValue": 0
}Performance and AccessibilityPerformanceBrowser audit
Use efficient cache lifetimes
5 Warning
Performance and AccessibilityPerformanceBrowser audit
Use efficient cache lifetimes
Check name
Use efficient cache lifetimes
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 393Â 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 393Â KiB",
"description": "A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache)."
}Fix with MCP or CLI
Use this report as the handoff into remediation. Generate a coding-agent prompt with the failing checks attached, or jump to the MCP and CLI setup docs before your next rescan.
Score history
Public scan score over time
Public reports for this website origin. Select any point or report link to open that canonical report.
| Scan date | Score | Readiness | Report |
|---|---|---|---|
| 45/100 | Level 2, Agent-Limited | Current report |