SCANNED
Jun 9, 2026, 10:52 PM
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SCANNED
Jun 9, 2026, 10:52:10 PMJun 9, 2026, 10:52 PM
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45/100
OVERALL SCORE
Level 2, Agent-Limited
Priority improvements needed for AI agents
- AI Discoverability 29 out of 100
- Agent Ease of Use 10 out of 100
- Security & Trust 40 out of 100
- GEO, AIO and AEO 75 out of 100
- SEO 85 out of 100
- Performance and Accessibility 61 out of 100
What AI sees of your website
AI-Powered Analytics & Adoption Platform | Pendo
AI-powered analytics and adoption platform for builders. Pendo connects your entire portfolio—apps and agents—to user success and business outcomes.
Next step
Turn this report into a fix workflow
28 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 | 29 | Priority fix | 5 | 17 | 1 | View details |
| Discoverability | 43 | 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 | 10 | Priority fix | 6 | 29 | 1 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 7 | 0 | View details |
| MCP | 25 | Priority fix | 2 | 6 | 0 | View details |
| Skill Discovery | 5 | Priority fix | 0 | 10 | 1 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 75 | Mostly ready | 5 | 2 | 13 | View details |
| GEO Readiness | 88 | Mostly ready | 2 | 0 | 4 | |
| AIO Readiness | 72 | Needs work | 2 | 1 | 4 | View details |
| AEO Readiness | 64 | Needs work | 1 | 1 | 5 | View details |
| SEO | 85 | Mostly ready | 9 | 2 | 0 | View details |
| SEO | 85 | Mostly ready | 9 | 2 | 0 | View details |
| Security & Trust | 40 | Priority fix | 6 | 3 | 0 | View details |
| Security & Trust | 40 | Priority fix | 2 | 3 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 61 | Needs work | 18 | 4 | 4 | View details |
| Performance | 45 | Priority fix | 10 | 3 | 4 | View details |
| Accessibility | 91 | Strong | 8 | 1 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
52 items need attention
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
50 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
50 Fail
Needs attention
API Catalog
01
Issue
The API catalog endpoint did not return HTTP 2xx.
02
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Fetch API catalog".
Validation steps
Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "fail",
"evidence": {
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The API catalog endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/api-catalog."
},
{
"id": "validate",
"title": "Validate RFC 9727 linkset",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-63e67aebd57c766b.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\"/><script src=\"/_next/static/chunks/4bd1b696-100b9d70ed4e49c1.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><script src=\"/_next/static/chunks/1255-79d6e4969c536d39.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-b7ac91ae224968d9.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><title>#1 Global Software Experience Management Platform | Pendo.io</title><meta "
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Needs attention
OpenAPI discovery
01
Issue
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
02
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery failed at "Find valid OpenAPI document".
Validation steps
Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Find valid OpenAPI document",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-63e67aebd57c766b.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\"/><script src=\"/_next/static/chunks/4bd1b696-100b9d70ed4e49c1.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><script src=\"/_next/static/chunks/1255-79d6e4969c536d39.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-b7ac91ae224968d9.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><title>#1 Global Software Experience Management Platform | Pendo.io</title><meta "
},
{
"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 id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-63e67aebd57c766b.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\"/><script src=\"/_next/static/chunks/4bd1b696-100b9d70ed4e49c1.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><script src=\"/_next/static/chunks/1255-79d6e4969c536d39.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-b7ac91ae224968d9.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><title>#1 Global Software Experience Management Platform | Pendo.io</title><meta "
},
{
"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 id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-63e67aebd57c766b.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\"/><script src=\"/_next/static/chunks/4bd1b696-100b9d70ed4e49c1.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><script src=\"/_next/static/chunks/1255-79d6e4969c536d39.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-b7ac91ae224968d9.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><title>#1 Global Software Experience Management Platform | Pendo.io</title><meta "
},
{
"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 id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-63e67aebd57c766b.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\"/><script src=\"/_next/static/chunks/4bd1b696-100b9d70ed4e49c1.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><script src=\"/_next/static/chunks/1255-79d6e4969c536d39.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-b7ac91ae224968d9.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><title>#1 Global Software Experience Management Platform | Pendo.io</title><meta "
},
{
"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 id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-63e67aebd57c766b.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\"/><script src=\"/_next/static/chunks/4bd1b696-100b9d70ed4e49c1.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><script src=\"/_next/static/chunks/1255-79d6e4969c536d39.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-b7ac91ae224968d9.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><title>#1 Global Software Experience Management Platform | Pendo.io</title><meta "
},
{
"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 id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-63e67aebd57c766b.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\"/><script src=\"/_next/static/chunks/4bd1b696-100b9d70ed4e49c1.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><script src=\"/_next/static/chunks/1255-79d6e4969c536d39.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-b7ac91ae224968d9.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><title>#1 Global Software Experience Management Platform | Pendo.io</title><meta "
},
{
"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 id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-63e67aebd57c766b.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\"/><script src=\"/_next/static/chunks/4bd1b696-100b9d70ed4e49c1.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><script src=\"/_next/static/chunks/1255-79d6e4969c536d39.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-b7ac91ae224968d9.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><title>#1 Global Software Experience Management Platform | Pendo.io</title><meta "
}
]
},
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
}
]
}AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
Needs attention
AI bot rules in robots.txt
01
Issue
No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.
02
Why it matters
Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.
Check name
AI bot rules in robots.txt
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.
Result
AI bot rules in robots.txt is missing or incomplete.
Evidence
{
"expectedBots": [
"GPTBot",
"ChatGPT-User",
"ClaudeBot",
"Claude-Web",
"Anthropic-AI",
"Google-Extended",
"PerplexityBot",
"CCBot",
"Applebot-Extended",
"Meta-ExternalAgent",
"Bytespider",
"Amazonbot",
"Cohere-AI"
],
"configuredBots": []
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
33 Fail
Needs attention
Content Signal
01
Issue
No Content Signal found in robots.txt
02
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
33 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
33 Fail
Needs attention
Content-Security-Policy
01
Issue
Content-Security-Policy is missing or incomplete.
02
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": "frame-ancestors 'self' https://builder.io https://*.builder.io"
}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".
33 Fail
Needs attention
MCP Server Card
01
Issue
MCP Server Card was not found at the expected path.
02
Why it matters
MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.
Check name
MCP Server Card
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Publish an MCP Server Card for agent discovery.
Result
MCP Server Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
MCP Server Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22887
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22890
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22847
}
]
},
"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".
33 Fail
Needs attention
mcp.json
01
Issue
mcp.json was not found at the expected path.
02
Why it matters
MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.
Check name
mcp.json
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.
Result
mcp.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
mcp.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22807
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22847
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22887
}
]
},
"issue": "mcp.json was not found at the expected path.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
33 Fail
Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
33 Fail
Needs attention
Referrer-Policy
01
Issue
Referrer-Policy is missing or incomplete.
02
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 DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
33 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
33 Fail
Needs attention
Web Bot Auth request signing
01
Issue
Web Bot Auth request signing was not found at the expected path.
02
Why it matters
Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.
Check name
Web Bot Auth request signing
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.
Result
Web Bot Auth request signing failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Web Bot Auth request signing was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/http-message-signatures-directory",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22922
}
]
},
"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".
33 Fail
Needs attention
WebMCP manifest
01
Issue
WebMCP manifest was not found at the expected path.
02
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
0/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Fetch to find resource".
Validation steps
Fetch to find resource
WebMCP manifest was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22856
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22816
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22807
}
]
},
"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."
}
]
}Security & TrustSecurity & TrustEstablished
X-Content-Type-Options
X-Content-Type-Options is missing or incomplete.
33 Fail
Security & TrustSecurity & TrustEstablished
X-Content-Type-Options
X-Content-Type-Options is missing or incomplete.
33 Fail
Needs attention
X-Content-Type-Options
01
Issue
X-Content-Type-Options is missing or incomplete.
02
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 DiscoverabilityDiscoverabilityEstablished
FAQPage schema
FAQPage schema is missing or incomplete.
25 Fail
AI DiscoverabilityDiscoverabilityEstablished
FAQPage schema
FAQPage schema is missing or incomplete.
25 Fail
Needs attention
FAQPage schema
01
Issue
FAQ content was detected but no FAQPage schema was found.
02
Why it matters
FAQPage schema lets agents extract visible question-and-answer content cleanly and avoid guessing which text is an answer.
Check name
FAQPage schema
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Expose question-and-answer content in FAQPage structured data when FAQs are present.
Result
FAQPage schema is missing or incomplete.
Evidence
{
"found": false,
"visibleFaq": true,
"allTypes": [
"Corporation"
]
}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.
25 Fail
Needs attention
High-value schema types
01
Issue
No high-value schema types (e.g. Article, Product, Service) were found.
02
Why it matters
High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.
Check name
High-value schema types
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Use schema types that describe the page's primary content or offering.
Result
High-value schema types is missing or incomplete.
Evidence
{
"found": [],
"expected": [
"Article",
"BlogPosting",
"NewsArticle",
"Product",
"SoftwareApplication",
"FAQPage",
"LocalBusiness",
"VideoObject",
"HowTo",
"Event",
"Course",
"Review",
"Service"
],
"allTypes": [
"Corporation"
]
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
25 Fail
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
25 Fail
Needs attention
Link headers
01
Issue
No useful agent discovery Link headers were found.
02
Why it matters
Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.
Check name
Link headers
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Include Link response headers for agent discovery using RFC 8288.
Result
Link headers failed at "Find useful Link headers".
Validation steps
Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.
Evidence
{
"failedStep": "presence",
"steps": [
{
"id": "presence",
"title": "Find useful Link headers",
"status": "fail",
"evidence": {
"links": []
},
"issue": "No useful agent discovery Link headers were found.",
"howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
},
{
"id": "target-validation",
"title": "Fetch same-origin Link header targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin Link header targets were available to fetch."
}
]
},
"issue": "Link headers did not expose any same-origin targets to validate.",
"howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityContent 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".
25 Fail
Needs attention
llms.txt
01
Issue
llms.txt was not found at the expected path.
02
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": 22807
},
{
"path": "/llms-full.txt",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22822
}
]
},
"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".
25 Fail
Needs attention
Markdown negotiation
01
Issue
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
02
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
Markdown content type
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch".
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": "rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch\".",
"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": 88326,
"excerpt": "<!DOCTYPE html><html lang=\"en-US\" class=\"__variable_f8506d __variable_66b13f __variable_edd2d6\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" href=\"/_next/static/media/",
"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.
25 Fail
Needs attention
Organization / WebSite schema
01
Issue
Neither Organization nor WebSite schema types were found in JSON-LD.
02
Why it matters
Organization and WebSite schema help agents identify the publisher, canonical site identity, logo, and related profiles for attribution.
Check name
Organization / WebSite schema
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Identify the site owner and website entity in structured data.
Result
Organization / WebSite schema is missing or incomplete.
Evidence
{
"found": [],
"allTypes": [
"Corporation"
]
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
25 Fail
Needs attention
Semantic HTML
01
Issue
Semantic HTML is incomplete: missing <main> landmark; skipped heading levels; 50 links missing accessible names; missing alt text on >10% of images.
Details
02
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": false,
"nav": true,
"footer": true,
"meaningfulH1": true,
"headingOrder": false,
"accessibleLinks": false,
"accessibleButtons": true,
"imageAltCoverage": false,
"formAutocompleteCoverage": true,
"details": {
"inaccessibleLinks": [
"<a href=\"/product/analytics/\" class=\"builder-block builder-385c423d1cb347e4a68ea085b76fcf2e platform-card-link css-1yga1k6\" builder-id=\"builder-385c423d1cb347e4a68ea085b76fcf2e\"></a>",
"<a href=\"/product/analytics/\" class=\"builder-block builder-385c423d1cb347e4a68ea085b76fcf2e platform-card-link css-1yga1k6\" builder-id=\"builder-385c423d1cb347e4a68ea085b76fcf2e\"><div class=\"builder-block builder-aa9898d45378440eb1f2eb10756d392d css-1bj99b0\" builder-id=\"builder-aa9898d45378440eb1f2eb10756d392d\"><div class=\"builder-block builder-220b267e15fa455aa1e58c90349fae4c css-1dii9ox\" builder-id=\"builder-220b267e15fa455aa1e58c90349fae4c\"><picture><source srcset=\"https://cdn.builder.io/api/v1",
"<a href=\"/product/agent-analytics/\" class=\"builder-block builder-7ba99d21ef5b458ea256c575879c1da5 platform-card-link css-1qt7vvu\" builder-id=\"builder-7ba99d21ef5b458ea256c575879c1da5\"></a>",
"<a href=\"/product/agent-analytics/\" class=\"builder-block builder-7ba99d21ef5b458ea256c575879c1da5 platform-card-link css-1qt7vvu\" builder-id=\"builder-7ba99d21ef5b458ea256c575879c1da5\"><div class=\"builder-block builder-b87823efbad240b39d7e189451293ba0 css-1bj99b0\" builder-id=\"builder-b87823efbad240b39d7e189451293ba0\"><div class=\"builder-block builder-59773033601e41bbbf6c51427b314b6b css-26s3b7\" builder-id=\"builder-59773033601e41bbbf6c51427b314b6b\"><picture><source srcset=\"https://cdn.builder.io/a",
"<a href=\"/product/in-app-guides/\" class=\"builder-block builder-ec87f51dd73946d6b6cc0b5f99390f34 platform-card-link css-m7efe\" builder-id=\"builder-ec87f51dd73946d6b6cc0b5f99390f34\"></a>",
"<a href=\"/product/in-app-guides/\" class=\"builder-block builder-ec87f51dd73946d6b6cc0b5f99390f34 platform-card-link css-m7efe\" builder-id=\"builder-ec87f51dd73946d6b6cc0b5f99390f34\"><div class=\"builder-block builder-de36384b3b3a431c870ffda0cab01439 css-1bj99b0\" builder-id=\"builder-de36384b3b3a431c870ffda0cab01439\"><div class=\"builder-block builder-5617b0bd767940d18aa4d1a39bb67730 css-1isa96s\" builder-id=\"builder-5617b0bd767940d18aa4d1a39bb67730\"><picture><source srcset=\"https://cdn.builder.io/api/",
"<a href=\"/product/session-replay/\" class=\"builder-block builder-c60c42c1cbf14985942415c6ceddfb6a platform-card-link css-1qt7vvu\" builder-id=\"builder-c60c42c1cbf14985942415c6ceddfb6a\"></a>",
"<a href=\"/product/session-replay/\" class=\"builder-block builder-c60c42c1cbf14985942415c6ceddfb6a platform-card-link css-1qt7vvu\" builder-id=\"builder-c60c42c1cbf14985942415c6ceddfb6a\"><div class=\"builder-block builder-00c6146135c646adaced64a3dfc2f73b css-1bj99b0\" builder-id=\"builder-00c6146135c646adaced64a3dfc2f73b\"><div class=\"builder-block builder-cd0cfcac967144b6bf399ad3e47799cf css-1kfynvg\" builder-id=\"builder-cd0cfcac967144b6bf399ad3e47799cf\"><picture><source srcset=\"https://cdn.builder.io/a",
"<a href=\"/product/listen/\" class=\"builder-block builder-5027803e28fd4a048fcb84e352c75aa9 platform-card-link css-15dldts\" builder-id=\"builder-5027803e28fd4a048fcb84e352c75aa9\"></a>",
"<a href=\"/product/listen/\" class=\"builder-block builder-5027803e28fd4a048fcb84e352c75aa9 platform-card-link css-15dldts\" builder-id=\"builder-5027803e28fd4a048fcb84e352c75aa9\"><div class=\"builder-block builder-26aaea02da04470b8054a0dec9cab484 css-1bj99b0\" builder-id=\"builder-26aaea02da04470b8054a0dec9cab484\"><div class=\"builder-block builder-5aeebdd9e60843358113640102f152ef css-1isa96s\" builder-id=\"builder-5aeebdd9e60843358113640102f152ef\"><picture><source srcset=\"https://cdn.builder.io/api/v1/im",
"<a href=\"/product/pendo-predict/\" class=\"builder-block builder-9b7826cd1b654853817c1af47110e760 platform-card-link css-1qt7vvu\" builder-id=\"builder-9b7826cd1b654853817c1af47110e760\"></a>",
"<a href=\"/product/pendo-predict/\" class=\"builder-block builder-9b7826cd1b654853817c1af47110e760 platform-card-link css-1qt7vvu\" builder-id=\"builder-9b7826cd1b654853817c1af47110e760\"><div class=\"builder-block builder-d24ed5ae18384c44acb54b583d66963b css-1bj99b0\" builder-id=\"builder-d24ed5ae18384c44acb54b583d66963b\"><div class=\"builder-block builder-91a1227dfc1d4ed69d81805dc28c514f css-1isa96s\" builder-id=\"builder-91a1227dfc1d4ed69d81805dc28c514f\"><picture><source srcset=\"https://cdn.builder.io/ap",
"<a href=\"/product/features/nps/\" class=\"builder-block builder-15c0935ddd78434f8c5a5724b99079db platform-card-link css-m7efe\" builder-id=\"builder-15c0935ddd78434f8c5a5724b99079db\"></a>",
"<a href=\"/product/features/nps/\" class=\"builder-block builder-15c0935ddd78434f8c5a5724b99079db platform-card-link css-m7efe\" builder-id=\"builder-15c0935ddd78434f8c5a5724b99079db\"><div class=\"builder-block builder-83893e7c622d46d69d1723871940d1f6 css-1bj99b0\" builder-id=\"builder-83893e7c622d46d69d1723871940d1f6\"><div class=\"builder-block builder-0265c368d5eb4b06bb6e6792a40f6b3d css-1isa96s\" builder-id=\"builder-0265c368d5eb4b06bb6e6792a40f6b3d\"><picture><source srcset=\"https://cdn.builder.io/api/v",
"<a href=\"/product/orchestrate/\" class=\"builder-block builder-d6777ca2702d4c029aa659b8e26cb634 platform-card-link css-1qt7vvu\" builder-id=\"builder-d6777ca2702d4c029aa659b8e26cb634\"></a>",
"<a href=\"/product/orchestrate/\" class=\"builder-block builder-d6777ca2702d4c029aa659b8e26cb634 platform-card-link css-1qt7vvu\" builder-id=\"builder-d6777ca2702d4c029aa659b8e26cb634\"><div class=\"builder-block builder-40f4e80f93314fe286cbc2de5c2573b7 css-1bj99b0\" builder-id=\"builder-40f4e80f93314fe286cbc2de5c2573b7\"><div class=\"builder-block builder-9f5545fe0ca14f4da2114f586d5f136c css-26s3b7\" builder-id=\"builder-9f5545fe0ca14f4da2114f586d5f136c\"><picture><source srcset=\"https://cdn.builder.io/api/v",
"<a href=\"/product/data-sync/\" class=\"builder-block builder-89a0d65ea51a4c66a5d78745728d92a5 platform-card-link css-m7efe\" builder-id=\"builder-89a0d65ea51a4c66a5d78745728d92a5\"></a>",
"<a href=\"/product/data-sync/\" class=\"builder-block builder-89a0d65ea51a4c66a5d78745728d92a5 platform-card-link css-m7efe\" builder-id=\"builder-89a0d65ea51a4c66a5d78745728d92a5\"><div class=\"builder-block builder-0880f219c255408b95c96dc9db4f16e9 css-1bj99b0\" builder-id=\"builder-0880f219c255408b95c96dc9db4f16e9\"><div class=\"builder-block builder-356c485baf3f48f9afb18a9d26f7655d css-1isa96s\" builder-id=\"builder-356c485baf3f48f9afb18a9d26f7655d\"><picture><source srcset=\"https://cdn.builder.io/api/v1/i",
"<a href=\"/integrations/\" class=\"builder-block builder-1de382d2f6dd4e26ac436571a3d0a1de platform-card-link css-1qt7vvu\" builder-id=\"builder-1de382d2f6dd4e26ac436571a3d0a1de\"></a>",
"<a href=\"/integrations/\" class=\"builder-block builder-1de382d2f6dd4e26ac436571a3d0a1de platform-card-link css-1qt7vvu\" builder-id=\"builder-1de382d2f6dd4e26ac436571a3d0a1de\"><div class=\"builder-block builder-14b8a2d5487848a699e2c33de31f8ca7 css-1bj99b0\" builder-id=\"builder-14b8a2d5487848a699e2c33de31f8ca7\"><div class=\"builder-block builder-50b691c83c2a40c09c71b748930363f0 css-1kfynvg\" builder-id=\"builder-50b691c83c2a40c09c71b748930363f0\"><picture><source srcset=\"https://cdn.builder.io/api/v1/imag",
"<a href=\"https://www.pendo.io/product/analytics/\" class=\"builder-block builder-966b9b074c7646729426059aee61e1eb css-16d2rhq\" builder-id=\"builder-966b9b074c7646729426059aee61e1eb\"></a>",
"<a href=\"https://www.pendo.io/product/analytics/\" class=\"builder-block builder-966b9b074c7646729426059aee61e1eb css-16d2rhq\" builder-id=\"builder-966b9b074c7646729426059aee61e1eb\"><span class=\"builder-text css-1qggkls\"></span></a>",
"<a href=\"https://www.pendo.io/product/analytics/\" class=\"builder-block builder-966b9b074c7646729426059aee61e1eb css-16d2rhq\" builder-id=\"builder-966b9b074c7646729426059aee61e1eb\"></a>",
"<a href=\"https://www.pendo.io/digital-adoption/saas-portfolio-management/\" class=\"builder-block builder-432c95883a1d487485520e6c2de0905c css-16d2rhq\" builder-id=\"builder-432c95883a1d487485520e6c2de0905c\"></a>",
"<a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://www.facebook.com/Pendoio/\" class=\"builder-block builder-0d8e8555fbe34dc4ab7e5fd822e4ed08 css-1ly475z\" builder-id=\"builder-0d8e8555fbe34dc4ab7e5fd822e4ed08\"><img class=\"object-contain builder-block builder-c926f86346784f24af9fc769f05d9602 builder-has-component css-nw5rqt\" builder-id=\"builder-c926f86346784f24af9fc769f05d9602\" loading=\"lazy\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F97fbeae629d34e5",
"<a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://twitter.com/pendoio\" class=\"builder-block builder-65500c7f7723465383c4dcb0edbb9a3c css-1f72s06\" builder-id=\"builder-65500c7f7723465383c4dcb0edbb9a3c\"><div width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" class=\"builder-block builder-87fd0029267c4e798e80961984397978 builder-has-component css-pfkyp8\" builder-id=\"builder-87fd0029267c4e798e80961984397978\"><div class=\"builder-custom-code\"><svg class=\"i",
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"<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F0bcdf527fe734ac784d22725c6664012?width=584\" srcset=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F0bcdf527fe734ac784d22725c6664012?width=100 100w, https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F0bcdf527fe734ac784d22725c6664012?width=200 200w, https://cd",
"<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F7389295d130a4daca4d0cd20a4df0dba?width=584\" srcset=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F7389295d130a4daca4d0cd20a4df0dba?width=100 100w, https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F7389295d130a4daca4d0cd20a4df0dba?width=200 200w, https://cd",
"<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F9f75f2ddfa7742c2b9864d8008817e35?width=584\" srcset=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F9f75f2ddfa7742c2b9864d8008817e35?width=100 100w, https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F9f75f2ddfa7742c2b9864d8008817e35?width=200 200w, https://cd",
"<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F27e09a89956d4f25b60c7fc1c22cdf70?width=584\" srcset=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F27e09a89956d4f25b60c7fc1c22cdf70?width=100 100w, https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F27e09a89956d4f25b60c7fc1c22cdf70?width=200 200w, https://cd",
"<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F795f64ff3091453190e32d6cf4fedc19?width=840\" srcset=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F795f64ff3091453190e32d6cf4fedc19?width=100 100w, https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F795f64ff3091453190e32d6cf4fedc19?width=200 200w, https://cd",
"<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Ff1079074509a40b49caed6ce7c4c1037?width=381\" srcset=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Ff1079074509a40b49caed6ce7c4c1037?width=100 100w, https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Ff1079074509a40b49caed6ce7c4c1037?width=200 200w, https://cd",
"<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F315caa1983514bf29099add4fb824658?width=326\" sizes=\"(max-width: 638px) 52vw, (max-width: 998px) 8vw, 15vw\">",
"<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Ff3d76d6be63a4127ae95d87ca3db54b2?format=webp&width=326\" srcset=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Ff3d76d6be63a4127ae95d87ca3db54b2?format=webp&width=100 100w, https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Ff3d76d6be63a4127ae95d87ca3d",
"<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F7c1db6a404ab4234b0d1c69135473fb9?width=408\" sizes=\"(max-width: 638px) 64vw, (max-width: 998px) 10vw, 18vw\">",
"<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F0b49ca4fb7814f57bdbcdc6ac4ba35ea?width=111\" sizes=\"(max-width: 638px) 16vw, (max-width: 998px) 8vw, 8vw\">",
"<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Fb8bd1f0742944830acfb9f7440a8f9b8?width=111\" sizes=\"(max-width: 638px) 16vw, (max-width: 998px) 8vw, 8vw\">",
"<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F452b58577938452f962a0e57c02d87c0?width=100\" srcset=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F452b58577938452f962a0e57c02d87c0?width=200 200w, https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F452b58577938452f962a0e57c02d87c0?width=400 400w, https://cd",
"<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Fb11cacd020c2429faf4ea4b4f1d3119b?width=148\" sizes=\"(max-width: 638px) 16vw, (max-width: 998px) 11vw, 11vw\">",
"<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F0b49ca4fb7814f57bdbcdc6ac4ba35ea?width=272\" sizes=\"(max-width: 638px) 43vw, (max-width: 998px) 8vw, 8vw\">",
"<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Fb8bd1f0742944830acfb9f7440a8f9b8?width=272\" sizes=\"(max-width: 638px) 43vw, (max-width: 998px) 8vw, 8vw\">",
"<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F452b58577938452f962a0e57c02d87c0?width=272\" srcset=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F452b58577938452f962a0e57c02d87c0?width=100 100w, https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F452b58577938452f962a0e57c02d87c0?width=200 200w, https://cd",
"<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Fb11cacd020c2429faf4ea4b4f1d3119b?width=272\" sizes=\"(max-width: 638px) 43vw, (max-width: 998px) 11vw, 11vw\">",
"<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F16bf422ec4354957bc6b921521b5a56c?width=581\" srcset=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F16bf422ec4354957bc6b921521b5a56c?width=100 100w, https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F16bf422ec4354957bc6b921521b5a56c?width=200 200w, https://cd",
"<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Ff31b2227453b4f9bb366f0bee7cd97db?width=583\" srcset=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Ff31b2227453b4f9bb366f0bee7cd97db?width=100 100w, https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Ff31b2227453b4f9bb366f0bee7cd97db?width=200 200w, https://cd",
"<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F6c334cee756b48b9884ce51af183cb05?width=583\" srcset=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F6c334cee756b48b9884ce51af183cb05?width=100 100w, https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F6c334cee756b48b9884ce51af183cb05?width=200 200w, https://cd",
"<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-1hbf805\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F8ebcfd0005454257a5411143e073c291\" srcset=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F8ebcfd0005454257a5411143e073c291?width=100 100w, https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F8ebcfd0005454257a5411143e073c291?width=200 200w, https://cdn.builder.",
"<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-1hbf805\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F8ebcfd0005454257a5411143e073c291\" srcset=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F8ebcfd0005454257a5411143e073c291?width=100 100w, https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F8ebcfd0005454257a5411143e073c291?width=200 200w, https://cdn.builder."
],
"skippedHeadingLevels": [
"h1: Close the gap between AI spend and AI adoption.",
"h3: Agent Analytics",
"h3: Predict",
"h3: MCP",
"h3: Agent Mode",
"h3: 35T",
"h3: 1B+",
"h3: 50K+",
"h2: Turn every release into a revenue moment",
"h3: Platform",
"h3: Solutions",
"h3: Resources",
"h3: Pricing",
"h3: See Pendo in action for yourself",
"h3: Customers",
"h3: Company",
"h3: Support",
"h3: Popular Links",
"h3: Platform",
"h3: Solutions",
"h3: Resources",
"h3: Pricing",
"h3: See Pendo in action for yourself",
"h3: Customers",
"h3: Company",
"h3: Support",
"h3: Popular Links"
]
},
"counts": {
"h1": 1,
"headings": 27,
"links": 295,
"inaccessibleLinks": 50,
"buttons": 12,
"inaccessibleButtons": 0,
"images": 86,
"imagesWithAlt": 48,
"autocompleteInputs": 0,
"inputsWithAutocomplete": 0,
"missingAutocompleteInputs": 0
}
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
20 Fail
Needs attention
A2A Agent Card
01
Issue
A2A Agent Card was not found at the expected path.
02
Why it matters
A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.
Check name
A2A Agent Card
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent card so A2A-compatible clients can discover capabilities.
Result
A2A Agent Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
A2A Agent Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22868
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22884
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22828
}
]
},
"issue": "A2A Agent Card was not found at the expected path.",
"howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
20 Fail
Needs attention
Agent Skills index
01
Issue
Agent Skills index was not found at the expected path.
02
Why it matters
An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.
Check name
Agent Skills index
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Agent Skills index was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22896
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22878
}
]
},
"issue": "Agent Skills index was not found at the expected path.",
"howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
20 Fail
Needs attention
agent.json
01
Issue
agent.json was not found at the expected path.
02
Why it matters
agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.
Check name
agent.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.
Result
agent.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agent.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22853
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22813
}
]
},
"issue": "agent.json was not found at the expected path.",
"howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
}
]
}Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
20 Fail
Needs attention
agents.json
01
Issue
agents.json was not found at the expected path.
02
Why it matters
agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.
Check name
agents.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Informational
Goal
Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.
Result
agents.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agents.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22856
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22816
}
]
},
"issue": "agents.json was not found at the expected path.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}AI 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.
19 Warning
Needs attention
Content freshness signals
01
Issue
Content freshness signals are incomplete: missing Last-Modified HTTP header; missing dateModified/datePublished in JSON-LD.
02
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
25/100
Status
warning
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is partially implemented.
Evidence
{
"lastModified": null,
"schemaDates": [],
"metaDateCount": 2,
"timeDateCount": 0
}Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
15 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
15 Fail
Needs attention
DNS-AID Agent Discovery
01
Issue
No DNS-AID entrypoint records were found under _agents.
02
Why it matters
DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.
Check name
DNS-AID Agent Discovery
Score
25/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.
Result
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Validation steps
Resolve DNS-AID SVCB/HTTPS records
No DNS-AID entrypoint records were found under _agents.
Validate alpn and endpoint parameters
Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.
Check DNSSEC material
DNSSEC material was not visible for the hostname or parent zone from this resolver.
Evidence
{
"failedStep": "svcb-https-records",
"steps": [
{
"id": "svcb-https-records",
"title": "Resolve DNS-AID SVCB/HTTPS records",
"status": "fail",
"evidence": {
"hostname": "www.pendo.io",
"probes": [
{
"name": "_index._agents.www.pendo.io",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.www.pendo.io",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
}
]
},
"issue": "No DNS-AID entrypoint records were found under _agents.",
"howToFix": "Publish ServiceMode SVCB/HTTPS records such as _index._agents.example.com or _a2a._agents.example.com."
},
{
"id": "service-params",
"title": "Validate alpn and endpoint parameters",
"status": "informational",
"evidence": {
"discovered": []
},
"howToFix": "Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint."
},
{
"id": "dnssec",
"title": "Check DNSSEC material",
"status": "warning",
"evidence": {
"hasDnssecMaterial": false,
"checked": [
{
"name": "www.pendo.io",
"dnssecTypes": [],
"dnssecRecordCount": 0
},
{
"name": "pendo.io",
"dnssecTypes": [],
"dnssecRecordCount": 0
}
]
},
"issue": "DNSSEC material was not visible for the hostname or parent zone from this resolver.",
"howToFix": "Sign the public discovery zone with DNSSEC so validating resolvers can return authenticated data."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
6 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
6 Fail
Needs attention
AIO: Source and trust signals
01
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Source and trust signals
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Source and trust signals scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
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"href": "https://www.pendo.io/about/",
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{
"href": "https://www.pendo.io/product-experience/in-app-support/",
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"html": "<a href=\"https://www.pendo.io/product-experience/in-app-support/\" class=\"builder-block builder-6966073dfe1549bcacc7aa13bed3afc9 css-16d2rhq\" builder-id=\"builder-6966073dfe1549bcacc7aa13bed3afc9\"><span class=\"builder-block builder-7f4b9930558b44ee86bea8c7e013df74 builder-has-component css-vky7x4\" builder-id=\"builder-7f4b9930558b44ee86bea8c7e013df74\"><span class=\"builder-text css-1qggkls\">In-app Support for Product</span></span></a>"
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{
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"text": "In-app Support for Employees",
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{
"href": "https://www.pendo.io/help-center/",
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"html": "<a href=\"https://www.pendo.io/help-center/\" class=\"builder-block builder-9356a39a3c5143c3b1ca9f5d2dbe56e7 css-16d2rhq\" builder-id=\"builder-9356a39a3c5143c3b1ca9f5d2dbe56e7\"><span class=\"builder-block builder-6c445b7b13fd4c688862e9d9474548cb builder-has-component css-vky7x4\" builder-id=\"builder-6c445b7b13fd4c688862e9d9474548cb\"><span class=\"builder-text css-1qggkls\">Help Center</span></span></a>"
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"href": "https://www.pendo.io/solutions/services-support/",
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"href": "https://support.pendo.io/",
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{
"href": "https://www.pendo.io/product-experience/in-app-support/",
"text": "In-app Support for Product",
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{
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{
"href": "https://www.pendo.io/legal/privacy-policy/",
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],
"score": 40,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
5 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
5 Fail
Needs attention
AEO: Answer evidence and trust
01
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer evidence and trust
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Evidence
{
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"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
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{
"href": "https://www.pendo.io/about/",
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"html": "<a href=\"https://www.pendo.io/about/\" class=\"builder-block builder-d67dde09f7ac4f67adcbf8e440396e40 css-16d2rhq\" builder-id=\"builder-d67dde09f7ac4f67adcbf8e440396e40\"><span class=\"builder-block builder-f161c9ff9e7045399a42c57bda9ca9a5 builder-has-component css-vky7x4\" builder-id=\"builder-f161c9ff9e7045399a42c57bda9ca9a5\"><span class=\"builder-text css-1qggkls\">About Us</span></span></a>"
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{
"href": "https://www.linkedin.com/company/pendo-io",
"text": "",
"html": "<a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://www.linkedin.com/company/pendo-io\" class=\"builder-block builder-b3d0a0b1bd314caaa0c474d0e7bd9c84 css-1f72s06\" builder-id=\"builder-b3d0a0b1bd314caaa0c474d0e7bd9c84\"><img class=\"object-contain builder-block builder-137ee4a6fa8c410fa6a067b45a65eda1 builder-has-component css-nw5rqt\" builder-id=\"builder-137ee4a6fa8c410fa6a067b45a65eda1\" loading=\"lazy\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F8020..."
},
{
"href": "https://www.pendo.io/about/",
"text": "About Us",
"html": "<a href=\"https://www.pendo.io/about/\" class=\"builder-block builder-d67dde09f7ac4f67adcbf8e440396e40 css-16d2rhq\" builder-id=\"builder-d67dde09f7ac4f67adcbf8e440396e40\"><span class=\"builder-block builder-f161c9ff9e7045399a42c57bda9ca9a5 builder-has-component css-vky7x4\" builder-id=\"builder-f161c9ff9e7045399a42c57bda9ca9a5\"><span class=\"builder-text css-1qggkls\">About Us</span></span></a>"
},
{
"href": "https://www.linkedin.com/company/pendo-io",
"text": "",
"html": "<a target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://www.linkedin.com/company/pendo-io\" class=\"builder-block builder-b3d0a0b1bd314caaa0c474d0e7bd9c84 css-1f72s06\" builder-id=\"builder-b3d0a0b1bd314caaa0c474d0e7bd9c84\"><img class=\"object-contain builder-block builder-137ee4a6fa8c410fa6a067b45a65eda1 builder-has-component css-nw5rqt\" builder-id=\"builder-137ee4a6fa8c410fa6a067b45a65eda1\" loading=\"lazy\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F8020..."
}
],
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{
"href": "/product/in-app-guides/",
"text": "GUIDESHelp users right wherethey need it.",
"html": "<a href=\"/product/in-app-guides/\" class=\"builder-block builder-ec87f51dd73946d6b6cc0b5f99390f34 platform-card-link css-m7efe\" builder-id=\"builder-ec87f51dd73946d6b6cc0b5f99390f34\"><div class=\"builder-block builder-32621aa43e58440286b754c158c8d85e builder-has-component css-1d8jmef\" builder-id=\"builder-32621aa43e58440286b754c158c8d85e\"><span class=\"builder-text css-1qggkls\"><p>GUIDES</p></span></div><div class=\"builder-block builder-a71bdd6543f24ae1b6abcdafb1bb530b builder-has-component css-zmg..."
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{
"href": "/customers/avero-reduces-support-ticket-resolution-time-by-60-with-pendo-session-replay/",
"text": "60%->reduction in support ticket resolution time.",
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},
{
"href": "https://www.pendo.io/product-experience/in-app-support/",
"text": "In-app Support for Product",
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{
"href": "https://www.pendo.io/digital-adoption/in-app-support/",
"text": "In-app Support for Employees",
"html": "<a href=\"https://www.pendo.io/digital-adoption/in-app-support/\" class=\"builder-block builder-1cdd105a49c24e8f9501f47142d942a1 css-16d2rhq\" builder-id=\"builder-1cdd105a49c24e8f9501f47142d942a1\"><span class=\"builder-block builder-3a519fa225874c44be3dbc03f721a607 builder-has-component css-vky7x4\" builder-id=\"builder-3a519fa225874c44be3dbc03f721a607\"><span class=\"builder-text css-1qggkls\">In-app Support for Employees</span></span></a>"
},
{
"href": "https://www.pendo.io/help-center/",
"text": "Help Center",
"html": "<a href=\"https://www.pendo.io/help-center/\" class=\"builder-block builder-9356a39a3c5143c3b1ca9f5d2dbe56e7 css-16d2rhq\" builder-id=\"builder-9356a39a3c5143c3b1ca9f5d2dbe56e7\"><span class=\"builder-block builder-6c445b7b13fd4c688862e9d9474548cb builder-has-component css-vky7x4\" builder-id=\"builder-6c445b7b13fd4c688862e9d9474548cb\"><span class=\"builder-text css-1qggkls\">Help Center</span></span></a>"
},
{
"href": "https://www.pendo.io/solutions/services-support/",
"text": "Services and Support",
"html": "<a href=\"https://www.pendo.io/solutions/services-support/\" class=\"builder-block builder-968dc694b32449939046c97a99bc2aba css-16d2rhq\" builder-id=\"builder-968dc694b32449939046c97a99bc2aba\"><span class=\"builder-block builder-56e22a91c0b34aa2823efbd8d65464bb builder-has-component css-vky7x4\" builder-id=\"builder-56e22a91c0b34aa2823efbd8d65464bb\"><span class=\"builder-text css-1qggkls\">Services and Support</span></span></a>"
},
{
"href": "https://support.pendo.io/",
"text": "Knowledge Base",
"html": "<a target=\"_blank\" href=\"https://support.pendo.io/\" class=\"builder-block builder-e4d709a9af82488d85978144b887cc2a css-16d2rhq\" builder-id=\"builder-e4d709a9af82488d85978144b887cc2a\"><span class=\"builder-block builder-4f207bee7470403cb2885afa338dfba8 builder-has-component css-vky7x4\" builder-id=\"builder-4f207bee7470403cb2885afa338dfba8\"><span class=\"builder-text css-1qggkls\">Knowledge Base</span></span></a>"
},
{
"href": "https://support.pendo.io/hc/en-us/articles/360034163971-Get-help-with-Pendo-from-Technical-Support",
"text": "Raise a Support Ticket",
"html": "<a target=\"_blank\" href=\"https://support.pendo.io/hc/en-us/articles/360034163971-Get-help-with-Pendo-from-Technical-Support\" class=\"builder-block builder-0ba64734c4224133a802f9069dfabd9b css-16d2rhq\" builder-id=\"builder-0ba64734c4224133a802f9069dfabd9b\"><span class=\"builder-block builder-9b9ea15207404d0b8d3297c455aa18e8 builder-has-component css-vky7x4\" builder-id=\"builder-9b9ea15207404d0b8d3297c455aa18e8\"><span class=\"builder-text css-1qggkls\">Raise a Support Ticket</span></span></a>"
},
{
"href": "https://go.pendo.io/roi-calculator-customer-support.html",
"text": "Customer Support Calculator",
"html": "<a target=\"_blank\" href=\"https://go.pendo.io/roi-calculator-customer-support.html\" class=\"builder-block builder-aaad9a70f5a245b4adf7fc997209379f css-16d2rhq\" builder-id=\"builder-aaad9a70f5a245b4adf7fc997209379f\"><span class=\"builder-block builder-733a7c10538747a38d256126f8dc4108 builder-has-component css-vky7x4\" builder-id=\"builder-733a7c10538747a38d256126f8dc4108\"><span class=\"builder-text css-1qggkls\">Customer Support Calculator</span></span></a>"
},
{
"href": "https://www.pendo.io/product-experience/in-app-support/",
"text": "In-app Support for Product",
"html": "<a href=\"https://www.pendo.io/product-experience/in-app-support/\" class=\"builder-block builder-6966073dfe1549bcacc7aa13bed3afc9 css-16d2rhq\" builder-id=\"builder-6966073dfe1549bcacc7aa13bed3afc9\"><span class=\"builder-block builder-7f4b9930558b44ee86bea8c7e013df74 builder-has-component css-vky7x4\" builder-id=\"builder-7f4b9930558b44ee86bea8c7e013df74\"><span class=\"builder-text css-1qggkls\">In-app Support for Product</span></span></a>"
},
{
"href": "https://www.pendo.io/digital-adoption/in-app-support/",
"text": "In-app Support for Employees",
"html": "<a href=\"https://www.pendo.io/digital-adoption/in-app-support/\" class=\"builder-block builder-1cdd105a49c24e8f9501f47142d942a1 css-16d2rhq\" builder-id=\"builder-1cdd105a49c24e8f9501f47142d942a1\"><span class=\"builder-block builder-3a519fa225874c44be3dbc03f721a607 builder-has-component css-vky7x4\" builder-id=\"builder-3a519fa225874c44be3dbc03f721a607\"><span class=\"builder-text css-1qggkls\">In-app Support for Employees</span></span></a>"
},
{
"href": "https://www.pendo.io/help-center/",
"text": "Help Center",
"html": "<a href=\"https://www.pendo.io/help-center/\" class=\"builder-block builder-9356a39a3c5143c3b1ca9f5d2dbe56e7 css-16d2rhq\" builder-id=\"builder-9356a39a3c5143c3b1ca9f5d2dbe56e7\"><span class=\"builder-block builder-6c445b7b13fd4c688862e9d9474548cb builder-has-component css-vky7x4\" builder-id=\"builder-6c445b7b13fd4c688862e9d9474548cb\"><span class=\"builder-text css-1qggkls\">Help Center</span></span></a>"
},
{
"href": "https://www.pendo.io/solutions/services-support/",
"text": "Services and Support",
"html": "<a href=\"https://www.pendo.io/solutions/services-support/\" class=\"builder-block builder-968dc694b32449939046c97a99bc2aba css-16d2rhq\" builder-id=\"builder-968dc694b32449939046c97a99bc2aba\"><span class=\"builder-block builder-56e22a91c0b34aa2823efbd8d65464bb builder-has-component css-vky7x4\" builder-id=\"builder-56e22a91c0b34aa2823efbd8d65464bb\"><span class=\"builder-text css-1qggkls\">Services and Support</span></span></a>"
},
{
"href": "https://support.pendo.io/",
"text": "Knowledge Base",
"html": "<a target=\"_blank\" href=\"https://support.pendo.io/\" class=\"builder-block builder-e4d709a9af82488d85978144b887cc2a css-16d2rhq\" builder-id=\"builder-e4d709a9af82488d85978144b887cc2a\"><span class=\"builder-block builder-4f207bee7470403cb2885afa338dfba8 builder-has-component css-vky7x4\" builder-id=\"builder-4f207bee7470403cb2885afa338dfba8\"><span class=\"builder-text css-1qggkls\">Knowledge Base</span></span></a>"
},
{
"href": "https://support.pendo.io/hc/en-us/articles/360034163971-Get-help-with-Pendo-from-Technical-Support",
"text": "Raise a Support Ticket",
"html": "<a target=\"_blank\" href=\"https://support.pendo.io/hc/en-us/articles/360034163971-Get-help-with-Pendo-from-Technical-Support\" class=\"builder-block builder-0ba64734c4224133a802f9069dfabd9b css-16d2rhq\" builder-id=\"builder-0ba64734c4224133a802f9069dfabd9b\"><span class=\"builder-block builder-9b9ea15207404d0b8d3297c455aa18e8 builder-has-component css-vky7x4\" builder-id=\"builder-9b9ea15207404d0b8d3297c455aa18e8\"><span class=\"builder-text css-1qggkls\">Raise a Support Ticket</span></span></a>"
},
{
"href": "https://go.pendo.io/roi-calculator-customer-support.html",
"text": "Customer Support Calculator",
"html": "<a target=\"_blank\" href=\"https://go.pendo.io/roi-calculator-customer-support.html\" class=\"builder-block builder-aaad9a70f5a245b4adf7fc997209379f css-16d2rhq\" builder-id=\"builder-aaad9a70f5a245b4adf7fc997209379f\"><span class=\"builder-block builder-733a7c10538747a38d256126f8dc4108 builder-has-component css-vky7x4\" builder-id=\"builder-733a7c10538747a38d256126f8dc4108\"><span class=\"builder-text css-1qggkls\">Customer Support Calculator</span></span></a>"
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{
"href": "https://www.pendo.io/data-privacy-security/",
"text": "Security and Privacy",
"html": "<a href=\"https://www.pendo.io/data-privacy-security/\" class=\"builder-block builder-fc005ee526324980a427eab90ca07a2b css-16d2rhq\" builder-id=\"builder-fc005ee526324980a427eab90ca07a2b\"><span class=\"builder-block builder-b028afc9cb874dc7a209ad1e6920cde6 builder-has-component css-vky7x4\" builder-id=\"builder-b028afc9cb874dc7a209ad1e6920cde6\"><span class=\"builder-text css-1qggkls\">Security and Privacy</span></span></a>"
},
{
"href": "https://www.pendo.io/legal/privacy-policy/",
"text": "Privacy Policy",
"html": "<a href=\"https://www.pendo.io/legal/privacy-policy/\" rel=\"noopener noreferrer\" target=\"_blank\">Privacy Policy</a>"
},
{
"href": "https://www.pendo.io/data-privacy-security/",
"text": "Security and Privacy",
"html": "<a href=\"https://www.pendo.io/data-privacy-security/\" class=\"builder-block builder-fc005ee526324980a427eab90ca07a2b css-16d2rhq\" builder-id=\"builder-fc005ee526324980a427eab90ca07a2b\"><span class=\"builder-block builder-b028afc9cb874dc7a209ad1e6920cde6 builder-has-component css-vky7x4\" builder-id=\"builder-b028afc9cb874dc7a209ad1e6920cde6\"><span class=\"builder-text css-1qggkls\">Security and Privacy</span></span></a>"
},
{
"href": "https://www.pendo.io/legal/privacy-policy/",
"text": "Privacy Policy",
"html": "<a href=\"https://www.pendo.io/legal/privacy-policy/\" rel=\"noopener noreferrer\" target=\"_blank\">Privacy Policy</a>"
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],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
Needs attention
AEO: Answer-first sections
01
Issue
26 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer-first sections
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer-first sections scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 26,
"passing": 0,
"failing": [
{
"heading": "Agent Analytics",
"headingHtml": "<h3 class=\"text-white font-light mb-2 md:mb-3 text-xl md:text-2xl lg:text-3xl\" style=\"font-family:Inter, sans-serif;text-shadow:0 2px 15px rgba(0,0,0,0.15);opacity:0;transform:translateY(-12px)\">Agent Analytics</h3>",
"firstParagraph": "Measure how users interact with AI agents and connect those experiences to real outcomes like retention, conversion, and revenue.",
"paragraphHtml": "<p class=\"text-white font-light text-base md:text-lg\" style=\"font-family:Inter, sans-serif;text-shadow:0 1px 5px rgba(0,0,0,0.1);opacity:0;transform:translateY(-12px)\">Measure how users interact with AI agents and connect those experiences to real outcomes like retention, conversion, and revenue.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Predict",
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"firstParagraph": "Predict churn risks and upsell opportunities. Catch at-risk users before they leave, activate expansions before they cool.",
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"words": 17,
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"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "MCP",
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"firstParagraph": "Connect Pendo data to Claude, Cursor, or any AI tool to unlock product context wherever you work.",
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"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Agent Mode",
"headingHtml": "<h3 class=\"text-white font-light mb-2 md:mb-3 text-xl md:text-2xl lg:text-3xl\" style=\"font-family:Inter, sans-serif;text-shadow:0 2px 15px rgba(0,0,0,0.15);opacity:0;transform:translateY(-12px)\">Agent Mode</h3>",
"firstParagraph": "Get instant answers to your toughest product questions by asking in natural language.",
"paragraphHtml": "<p class=\"text-white font-light text-base md:text-lg\" style=\"font-family:Inter, sans-serif;text-shadow:0 1px 5px rgba(0,0,0,0.1);opacity:0;transform:translateY(-12px)\">Get instant answers to your toughest product questions by asking in natural language.</p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
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{
"heading": "35T",
"headingHtml": "<h3 style=\"font-size:100px;font-family: Inter, sans-serif;\" class=\"font-bold font-sans mb-0 text-center\">35T</h3>",
"firstParagraph": "events",
"paragraphHtml": "<p class=\"text-3xl text-center\">events</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "1B+",
"headingHtml": "<h3 style=\"font-size:100px;font-family: Inter, sans-serif;\" class=\"font-bold font-sans mb-0 text-center\">1B+</h3>",
"firstParagraph": "users",
"paragraphHtml": "<p class=\"text-3xl text-center\">users</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "50K+",
"headingHtml": "<h3 style=\"font-size:100px;font-family: Inter, sans-serif;\" class=\"font-bold font-sans mb-0 text-center\">50K+</h3>",
"firstParagraph": "agents & apps",
"paragraphHtml": "<p class=\"text-3xl text-center\">agents & apps</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Turn every release into a revenue moment",
"headingHtml": "<h2 data-animate=\"true\" class=\"jsx-642da4f8d15cb840 text-2xl sm:text-3xl lg:text-3xl xl:text-4xl font-normal text-white mb-4 md:mb-6 leading-tight font-sans tracking-tight\">Turn every release into a revenue moment</h2>",
"firstParagraph": "Product teams move fast, but impact isn't just about shipping, it's about adoption. With Pendo, you can know with certainty what users love, where they struggle, and what they ignore. Guide them to value with in-app help. Watch behavior change and iterate.",
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"words": 42,
"direct": false,
"issue": "First paragraph is 42 words and does not look like a concise direct answer."
},
{
"heading": "Platform",
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"firstParagraph": "Analytics",
"paragraphHtml": "<p><a href=\"https://www.pendo.io/product/analytics/\" class=\"builder-block builder-966b9b074c7646729426059aee61e1eb css-16d2rhq\" builder-id=\"builder-966b9b074c7646729426059aee61e1eb\"></a><a href=\"https://www.pendo.io/product/analytics/\" rel=\"noopener noreferrer\" target=\"_blank\">Analytics</a></p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Solutions",
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"firstParagraph": "Pendo for Financial Services",
"paragraphHtml": "<p>Pendo for Financial Services</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
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{
"heading": "Resources",
"headingHtml": "<h3 class=\"builder-block builder-a0feee3498dc41a08a0ea7dbaf3d5ece css-mvtzcm\" builder-id=\"builder-a0feee3498dc41a08a0ea7dbaf3d5ece\"><span class=\"builder-block builder-0530b5950cb34db38dd9766363d673a6 builder-has-component css-vky7x4\" builder-id=\"builder-0530b5950cb34db38dd9766363d673a6\"><span class=\"builder-text css-1qggkls\">Resources</span></span></h3>",
"firstParagraph": "MCP Prompt library",
"paragraphHtml": "<p>MCP Prompt library</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Pricing",
"headingHtml": "<h3 class=\"builder-block builder-3cd42173ddf34f0aa00be2b2975d1d7f css-mvtzcm\" builder-id=\"builder-3cd42173ddf34f0aa00be2b2975d1d7f\"><span class=\"builder-block builder-68d29fc8c4d34230b196e246aded7f95 builder-has-component css-vky7x4\" builder-id=\"builder-68d29fc8c4d34230b196e246aded7f95\"><span class=\"builder-text css-1qggkls\">Pricing</span></span></h3>",
"firstParagraph": "Pendo vs. Amplitude",
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"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
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{
"heading": "See Pendo in action for yourself",
"headingHtml": "<h3 class=\"builder-block builder-892e1d59aaad42acb97937338da42be4 css-zx1oy8\" builder-id=\"builder-892e1d59aaad42acb97937338da42be4\"><span class=\"builder-block builder-605d39a1ec5d4f759bd4d073aec12c3c builder-has-component css-vky7x4\" builder-id=\"builder-605d39a1ec5d4f759bd4d073aec12c3c\"><span class=\"builder-text css-1qggkls\">See Pendo in action for yourself</span></span></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Customers",
"headingHtml": "<h3 class=\"builder-block builder-121d23a3ea07462e9d7011a88b03ea39 css-mvtzcm\" builder-id=\"builder-121d23a3ea07462e9d7011a88b03ea39\"><span class=\"builder-block builder-db8861cf16d442ddb7b68f8d6ed5d5b1 builder-has-component css-vky7x4\" builder-id=\"builder-db8861cf16d442ddb7b68f8d6ed5d5b1\"><span class=\"builder-text css-1qggkls\">Customers</span></span></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Company",
"headingHtml": "<h3 class=\"builder-block builder-2da54bb8f9dd42b298797640cdc35ce7 css-mvtzcm\" builder-id=\"builder-2da54bb8f9dd42b298797640cdc35ce7\"><span class=\"builder-block builder-37a5994f12014756a5e0b089c6255a47 builder-has-component css-vky7x4\" builder-id=\"builder-37a5994f12014756a5e0b089c6255a47\"><span class=\"builder-text css-1qggkls\">Company</span></span></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
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{
"heading": "Support",
"headingHtml": "<h3 class=\"builder-block builder-f8e71d9d39694464b596d93501e969fb css-mvtzcm\" builder-id=\"builder-f8e71d9d39694464b596d93501e969fb\"><span class=\"builder-block builder-9f4dba5173264d4091497349023fc1db builder-has-component css-vky7x4\" builder-id=\"builder-9f4dba5173264d4091497349023fc1db\"><span class=\"builder-text css-1qggkls\">Support</span></span></h3>",
"firstParagraph": "Pendo User Groups",
"paragraphHtml": "<p>Pendo User Groups</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
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{
"heading": "Popular Links",
"headingHtml": "<h3 class=\"builder-block builder-cd77e8748dcd45cc9f0d7961a10221d7 css-mvtzcm\" builder-id=\"builder-cd77e8748dcd45cc9f0d7961a10221d7\"><span class=\"builder-block builder-ccb5dc766ab0413cb185b7355c07c91f builder-has-component css-vky7x4\" builder-id=\"builder-ccb5dc766ab0413cb185b7355c07c91f\"><span class=\"builder-text css-1qggkls\">Popular Links</span></span></h3>",
"firstParagraph": "Legal",
"paragraphHtml": "<p><a class=\"builder-block builder-2664a7b683a642af92ef31ce0fdf274c css-4ei7fd\" builder-id=\"builder-2664a7b683a642af92ef31ce0fdf274c\"></a><a href=\"https://www.pendo.io/legal-information/\" rel=\"noopener noreferrer\" target=\"_blank\">Legal</a></p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Platform",
"headingHtml": "<h3 class=\"builder-block builder-745618c26ce14f5aba46da2ff4e40d13 css-mvtzcm\" builder-id=\"builder-745618c26ce14f5aba46da2ff4e40d13\"><span class=\"builder-block builder-44a7ebacd18f4d3097351a5970942ddf builder-has-component css-vky7x4\" builder-id=\"builder-44a7ebacd18f4d3097351a5970942ddf\"><span class=\"builder-text css-1qggkls\">Platform</span></span></h3>",
"firstParagraph": "Analytics",
"paragraphHtml": "<p><a href=\"https://www.pendo.io/product/analytics/\" class=\"builder-block builder-966b9b074c7646729426059aee61e1eb css-16d2rhq\" builder-id=\"builder-966b9b074c7646729426059aee61e1eb\"></a><a href=\"https://www.pendo.io/product/analytics/\" rel=\"noopener noreferrer\" target=\"_blank\">Analytics</a></p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Solutions",
"headingHtml": "<h3 class=\"builder-block builder-c673bdf2e2a448b19f6747033893d2bf css-mvtzcm\" builder-id=\"builder-c673bdf2e2a448b19f6747033893d2bf\"><span class=\"builder-block builder-65ac7857d96c49f19d6baed79695cdde builder-has-component css-vky7x4\" builder-id=\"builder-65ac7857d96c49f19d6baed79695cdde\"><span class=\"builder-text css-1qggkls\">Solutions</span></span></h3>",
"firstParagraph": "Pendo for Financial Services",
"paragraphHtml": "<p>Pendo for Financial Services</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "Resources",
"headingHtml": "<h3 class=\"builder-block builder-a0feee3498dc41a08a0ea7dbaf3d5ece css-mvtzcm\" builder-id=\"builder-a0feee3498dc41a08a0ea7dbaf3d5ece\"><span class=\"builder-block builder-0530b5950cb34db38dd9766363d673a6 builder-has-component css-vky7x4\" builder-id=\"builder-0530b5950cb34db38dd9766363d673a6\"><span class=\"builder-text css-1qggkls\">Resources</span></span></h3>",
"firstParagraph": "MCP Prompt library",
"paragraphHtml": "<p>MCP Prompt library</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Pricing",
"headingHtml": "<h3 class=\"builder-block builder-3cd42173ddf34f0aa00be2b2975d1d7f css-mvtzcm\" builder-id=\"builder-3cd42173ddf34f0aa00be2b2975d1d7f\"><span class=\"builder-block builder-68d29fc8c4d34230b196e246aded7f95 builder-has-component css-vky7x4\" builder-id=\"builder-68d29fc8c4d34230b196e246aded7f95\"><span class=\"builder-text css-1qggkls\">Pricing</span></span></h3>",
"firstParagraph": "Pendo vs. Amplitude",
"paragraphHtml": "<p>Pendo vs. Amplitude</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "See Pendo in action for yourself",
"headingHtml": "<h3 class=\"builder-block builder-892e1d59aaad42acb97937338da42be4 css-zx1oy8\" builder-id=\"builder-892e1d59aaad42acb97937338da42be4\"><span class=\"builder-block builder-605d39a1ec5d4f759bd4d073aec12c3c builder-has-component css-vky7x4\" builder-id=\"builder-605d39a1ec5d4f759bd4d073aec12c3c\"><span class=\"builder-text css-1qggkls\">See Pendo in action for yourself</span></span></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Customers",
"headingHtml": "<h3 class=\"builder-block builder-121d23a3ea07462e9d7011a88b03ea39 css-mvtzcm\" builder-id=\"builder-121d23a3ea07462e9d7011a88b03ea39\"><span class=\"builder-block builder-db8861cf16d442ddb7b68f8d6ed5d5b1 builder-has-component css-vky7x4\" builder-id=\"builder-db8861cf16d442ddb7b68f8d6ed5d5b1\"><span class=\"builder-text css-1qggkls\">Customers</span></span></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Company",
"headingHtml": "<h3 class=\"builder-block builder-2da54bb8f9dd42b298797640cdc35ce7 css-mvtzcm\" builder-id=\"builder-2da54bb8f9dd42b298797640cdc35ce7\"><span class=\"builder-block builder-37a5994f12014756a5e0b089c6255a47 builder-has-component css-vky7x4\" builder-id=\"builder-37a5994f12014756a5e0b089c6255a47\"><span class=\"builder-text css-1qggkls\">Company</span></span></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Support",
"headingHtml": "<h3 class=\"builder-block builder-f8e71d9d39694464b596d93501e969fb css-mvtzcm\" builder-id=\"builder-f8e71d9d39694464b596d93501e969fb\"><span class=\"builder-block builder-9f4dba5173264d4091497349023fc1db builder-has-component css-vky7x4\" builder-id=\"builder-9f4dba5173264d4091497349023fc1db\"><span class=\"builder-text css-1qggkls\">Support</span></span></h3>",
"firstParagraph": "Pendo User Groups",
"paragraphHtml": "<p>Pendo User Groups</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Popular Links",
"headingHtml": "<h3 class=\"builder-block builder-cd77e8748dcd45cc9f0d7961a10221d7 css-mvtzcm\" builder-id=\"builder-cd77e8748dcd45cc9f0d7961a10221d7\"><span class=\"builder-block builder-ccb5dc766ab0413cb185b7355c07c91f builder-has-component css-vky7x4\" builder-id=\"builder-ccb5dc766ab0413cb185b7355c07c91f\"><span class=\"builder-text css-1qggkls\">Popular Links</span></span></h3>",
"firstParagraph": "Legal",
"paragraphHtml": "<p><a class=\"builder-block builder-2664a7b683a642af92ef31ce0fdf274c css-4ei7fd\" builder-id=\"builder-2664a7b683a642af92ef31ce0fdf274c\"></a><a href=\"https://www.pendo.io/legal-information/\" rel=\"noopener noreferrer\" target=\"_blank\">Legal</a></p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
3 Warning
Needs attention
AEO: Question-led structure
01
Issue
26 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Question-led structure
Score
50/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Question-led structure scored 50/100 and needs improvement.
Evidence
{
"h2Count": 1,
"questionH2s": [],
"hasFaq": true,
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 67/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 67/100 and needs improvement.
3 Warning
Needs attention
AIO: Visible structured data match
01
Issue
1 structured-data value(s) were not found in visible page text.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Visible structured data match
Score
67/100
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: Visible structured data match scored 67/100 and needs improvement.
Evidence
{
"schemaCount": 1,
"checkedFields": [
{
"path": "$[0].name",
"value": "Pendo"
},
{
"path": "$[0].description",
"value": "Pendo is a product experience platform that helps software companies understand product usage, collect user feedback, and guide users with in-app messaging."
},
{
"path": "$[0].founder.name",
"value": "Todd Olson"
}
],
"mismatches": [
{
"path": "$[0].founder.name",
"value": "Todd Olson"
}
],
"score": 67,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
2 Warning
Needs attention
GEO: Explanatory content depth
01
Issue
3 explanatory paragraph(s) could be stronger for citation or AI extraction.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Explanatory content depth
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Explanatory content depth scored 75/100 and needs improvement.
Evidence
{
"candidatePassages": 3,
"citablePassages": 0,
"failingCandidateParagraphs": [
{
"index": 119,
"heading": "H3: 50K+",
"text": "“We’re getting input [from Pendo] directly inside the product, right as users interact with [our] agents. We’re learning whether it’s helping them do their job, whether it’s actually moving pipeline. That kind of feedback is critical to building the right agents—and improving them fast.”",
"words": 49,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (49 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p data-q=\"true\" class=\"text-2xl md:text-[44px] leading-tight font-light font-sans\">“We’re getting input [from Pendo] directly inside the product, right as users interact with [our] agents. We’re learning whether it’s helping them do their job, whether it’s actually moving pipeline. That kind of feedback is critical to building the right agents—and improving them fast.”</p>"
},
{
"index": 121,
"heading": "H3: 50K+",
"text": "“To me, ‘Pendo’ing it’ means that I’m empowered to go in and make positive changes for our users on my own, without needing to involve the development team. Now we always say, ‘We’ll fix it with Pendo,’ because it allows us to create value for our users on our own as product people.”",
"words": 56,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (56 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p data-q=\"true\" class=\"text-2xl md:text-[44px] leading-tight font-light font-sans\">“To me, ‘Pendo’ing it’ means that I’m empowered to go in and make positive changes for our users on my own, without needing to involve the development team. Now we always say, ‘We’ll fix it with Pendo,’ because it allows us to create value for our users on our own as product people.”</p>"
},
{
"index": 138,
"heading": "H2: Turn every release into a revenue moment",
"text": "Product teams move fast, but impact isn't just about shipping, it's about adoption. With Pendo, you can know with certainty what users love, where they struggle, and what they ignore. Guide them to value with in-app help. Watch behavior change and iterate.",
"words": 42,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (42 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p data-animate=\"true\" class=\"jsx-642da4f8d15cb840 text-neutral-300 text-base sm:text-lg leading-relaxed mb-6 md:mb-8 font-sans\">Product teams move fast, but impact isn't just about shipping, it's about adoption. With Pendo, you can know with certainty what users love, where they struggle, and what they ignore. Guide them to value with in-app help. Watch behavior change and iterate.</p>"
}
],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 87/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 87/100 and needs improvement.
2 Warning
Needs attention
GEO: Entity clarity
01
Issue
Title/H1 terms missing from description: close, gap, between, spend.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Entity clarity
Score
87/100
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 87/100 and needs improvement.
Evidence
{
"title": "AI-Powered Analytics & Adoption Platform | Pendo",
"h1": "Close the gap between AI spend and AI adoption.",
"description": "AI-powered analytics and adoption platform for builders. Pendo connects your entire portfolio—apps and agents—to user success and business outcomes.",
"topicOverlap": 0.5555555555555556,
"topicTerms": [
"powered",
"analytics",
"adoption",
"platform",
"pendo",
"close",
"gap",
"between",
"spend"
],
"descriptionTerms": [
"powered",
"analytics",
"adoption",
"platform",
"builders",
"pendo",
"connects",
"entire",
"portfolio",
"apps",
"agents",
"user",
"success",
"business",
"outcomes"
],
"missingFromDescription": [
"close",
"gap",
"between",
"spend"
],
"score": 87,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
2 Warning
Needs attention
GEO: Extraction-friendly structure
01
Issue
Missing extraction signals: optional top summary / TL;DR / key takeaways block, table with <thead> only if the page already has tabular/comparative data, ordered list only if the page explains a workflow/process.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Extraction-friendly structure
Score
85/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
Evidence
{
"hasSummary": false,
"tableCount": 0,
"tablesWithHead": 0,
"tablesMissingThead": [],
"orderedLists": 0,
"hasFaq": true,
"definitionPatterns": 2,
"schemaBlocks": 1,
"missingSignals": [
"optional top summary / TL;DR / key takeaways block",
"table with <thead> only if the page already has tabular/comparative data",
"ordered list only if the page explains a workflow/process"
],
"score": 85,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 70/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 70/100 and needs improvement.
2 Warning
Needs attention
AIO: Page experience for AIO
01
Issue
57 image(s) are missing width/height attributes. 4 possible modal/interstitial element(s) detected.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Page experience for AIO scored 70/100 and needs improvement.
Evidence
{
"viewportContent": "width=device-width, initial-scale=1",
"visibleWords": 1538,
"htmlBytes": 1462118,
"imagesMissingDimensions": [
{
"src": "https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Fbf25407f58754322ab168d7b5f13049f?width=584",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Fbf25407f58754322ab168d7b5f13049f?width=584\" srcset=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Fbf25407f58754322ab168d7b5f13049f?width=100 100w, https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Fbf25407f58754322ab168d7b5f13049f?width=200 200w, https:/..."
},
{
"src": "https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Fcfe29fd0dc9a40b483ccc81d1ddf15cc?width=584",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Fcfe29fd0dc9a40b483ccc81d1ddf15cc?width=584\" srcset=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Fcfe29fd0dc9a40b483ccc81d1ddf15cc?width=100 100w, https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Fcfe29fd0dc9a40b483ccc81d1ddf15cc?width=200 200w, https:/..."
},
{
"src": "https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F23e63a0f97c14b1ba7910bd48fbb9e05?width=584",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F23e63a0f97c14b1ba7910bd48fbb9e05?width=584\" srcset=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F23e63a0f97c14b1ba7910bd48fbb9e05?width=100 100w, https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F23e63a0f97c14b1ba7910bd48fbb9e05?width=200 200w, https:/..."
},
{
"src": "https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Fb9a48927ff1c4db0a6e38a29eec1adea?width=584",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Fb9a48927ff1c4db0a6e38a29eec1adea?width=584\" srcset=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Fb9a48927ff1c4db0a6e38a29eec1adea?width=100 100w, https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Fb9a48927ff1c4db0a6e38a29eec1adea?width=200 200w, https:/..."
},
{
"src": "https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F328c5c6b0f224c6a9fc7720673cf6688?width=584",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F328c5c6b0f224c6a9fc7720673cf6688?width=584\" srcset=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F328c5c6b0f224c6a9fc7720673cf6688?width=100 100w, https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F328c5c6b0f224c6a9fc7720673cf6688?width=200 200w, https:/..."
},
{
"src": "https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Fc47330d0f5c2440b9b383e4de22f50bd?width=584",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Fc47330d0f5c2440b9b383e4de22f50bd?width=584\" srcset=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Fc47330d0f5c2440b9b383e4de22f50bd?width=100 100w, https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Fc47330d0f5c2440b9b383e4de22f50bd?width=200 200w, https:/..."
},
{
"src": "https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F44cfb5bc1f9c4a6f930f8910fceb8c04?width=584",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img role=\"presentation\" loading=\"lazy\" fetchpriority=\"auto\" class=\"builder-image css-12153wi\" src=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F44cfb5bc1f9c4a6f930f8910fceb8c04?width=584\" srcset=\"https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F44cfb5bc1f9c4a6f930f8910fceb8c04?width=100 100w, https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2F44cfb5bc1f9c4a6f930f8910fceb8c04?width=200 200w, https:/..."
},
{
"src": "https://cdn.builder.io/api/v1/image/assets%2F6a96e08774184353b3aa88032e406411%2Fbde454c7bc3d47f38184f82f2642653e?width=584",
"width": "",
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"possibleDialogs": [
"<a href=\"/demo-pendo/\" style=\"font-family:var(--font-inter), ui-sans-serif, system-ui, sans-serif;font-weight:400;background-color:#DE2864;color:#FFFFFF;border:2px solid #DE2864;transition:background-color 200ms cubic-bezier(0.22, 1, 0.36, 1), color 200ms cubic-bezier(0.22, 1, 0.36, 1), border-color 200ms cubic-bezier(0.22, 1, 0.36, 1)\" class=\"nav-btn-demo inline-flex items-center justify-center rounded-full px-4 py-2 text-sm focus:outline-none focus-visible:ring-2 focus-visible:ring-white/40...",
"<a href=\"/demo-pendo/\" style=\"font-family:var(--font-inter), ui-sans-serif, system-ui, sans-serif;font-weight:400;background-color:#DE2864;color:#FFFFFF;border:2px solid #DE2864;transition:background-color 200ms cubic-bezier(0.22, 1, 0.36, 1), color 200ms cubic-bezier(0.22, 1, 0.36, 1), border-color 200ms cubic-bezier(0.22, 1, 0.36, 1)\" class=\"nav-btn-demo inline-flex items-center justify-center rounded-full px-3 py-1.5 text-[13px] focus:outline-none focus-visible:ring-2 focus-visible:ring-wh...",
"<button type=\"button\" class=\"home-hero-cta modal-marketo-form-trigger\" data-trigger-source=\"default\">Get a Demo</button>",
"<div class=\"builder-block builder-c05fa1c8e3e74ddc99ce6d7eca606025 modal-marketo-form-trigger cursor-pointer css-mzja78\" builder-id=\"builder-c05fa1c8e3e74ddc99ce6d7eca606025\"><div class=\"builder-block builder-b21c809e57a143fe937662406c6cd0bb builder-has-component css-1u5q15w\" builder-id=\"builder-b21c809e57a143fe937662406c6cd0bb\"><span class=\"builder-text css-1qggkls\"><p>Get a demo -></p></span></div></div>"
],
"score": 70,
"weight": 10
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
2 Warning
Needs attention
AIO: Answer block readiness
01
Issue
26 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Answer block readiness
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Answer block readiness scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 26,
"passing": 0,
"failing": [
{
"heading": "Agent Analytics",
"headingHtml": "<h3 class=\"text-white font-light mb-2 md:mb-3 text-xl md:text-2xl lg:text-3xl\" style=\"font-family:Inter, sans-serif;text-shadow:0 2px 15px rgba(0,0,0,0.15);opacity:0;transform:translateY(-12px)\">Agent Analytics</h3>",
"firstParagraph": "Measure how users interact with AI agents and connect those experiences to real outcomes like retention, conversion, and revenue.",
"paragraphHtml": "<p class=\"text-white font-light text-base md:text-lg\" style=\"font-family:Inter, sans-serif;text-shadow:0 1px 5px rgba(0,0,0,0.1);opacity:0;transform:translateY(-12px)\">Measure how users interact with AI agents and connect those experiences to real outcomes like retention, conversion, and revenue.</p>",
"words": 19,
"direct": false,
"issue": "First paragraph is 19 words and does not look like a concise direct answer."
},
{
"heading": "Predict",
"headingHtml": "<h3 class=\"text-white font-light mb-2 md:mb-3 text-xl md:text-2xl lg:text-3xl\" style=\"font-family:Inter, sans-serif;text-shadow:0 2px 15px rgba(0,0,0,0.15);opacity:0;transform:translateY(-12px)\">Predict</h3>",
"firstParagraph": "Predict churn risks and upsell opportunities. Catch at-risk users before they leave, activate expansions before they cool.",
"paragraphHtml": "<p class=\"text-white font-light text-base md:text-lg\" style=\"font-family:Inter, sans-serif;text-shadow:0 1px 5px rgba(0,0,0,0.1);opacity:0;transform:translateY(-12px)\">Predict churn risks and upsell opportunities. Catch at-risk users before they leave, activate expansions before they cool.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "MCP",
"headingHtml": "<h3 class=\"text-white font-light mb-2 md:mb-3 text-xl md:text-2xl lg:text-3xl\" style=\"font-family:Inter, sans-serif;text-shadow:0 2px 15px rgba(0,0,0,0.15);opacity:1;transform:none\">MCP</h3>",
"firstParagraph": "Connect Pendo data to Claude, Cursor, or any AI tool to unlock product context wherever you work.",
"paragraphHtml": "<p class=\"text-white font-light text-base md:text-lg\" style=\"font-family:Inter, sans-serif;text-shadow:0 1px 5px rgba(0,0,0,0.1);opacity:1;transform:none\">Connect Pendo data to Claude, Cursor, or any AI tool to unlock product context wherever you work.</p>",
"words": 17,
"direct": false,
"issue": "First paragraph is 17 words and does not look like a concise direct answer."
},
{
"heading": "Agent Mode",
"headingHtml": "<h3 class=\"text-white font-light mb-2 md:mb-3 text-xl md:text-2xl lg:text-3xl\" style=\"font-family:Inter, sans-serif;text-shadow:0 2px 15px rgba(0,0,0,0.15);opacity:0;transform:translateY(-12px)\">Agent Mode</h3>",
"firstParagraph": "Get instant answers to your toughest product questions by asking in natural language.",
"paragraphHtml": "<p class=\"text-white font-light text-base md:text-lg\" style=\"font-family:Inter, sans-serif;text-shadow:0 1px 5px rgba(0,0,0,0.1);opacity:0;transform:translateY(-12px)\">Get instant answers to your toughest product questions by asking in natural language.</p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "35T",
"headingHtml": "<h3 style=\"font-size:100px;font-family: Inter, sans-serif;\" class=\"font-bold font-sans mb-0 text-center\">35T</h3>",
"firstParagraph": "events",
"paragraphHtml": "<p class=\"text-3xl text-center\">events</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "1B+",
"headingHtml": "<h3 style=\"font-size:100px;font-family: Inter, sans-serif;\" class=\"font-bold font-sans mb-0 text-center\">1B+</h3>",
"firstParagraph": "users",
"paragraphHtml": "<p class=\"text-3xl text-center\">users</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "50K+",
"headingHtml": "<h3 style=\"font-size:100px;font-family: Inter, sans-serif;\" class=\"font-bold font-sans mb-0 text-center\">50K+</h3>",
"firstParagraph": "agents & apps",
"paragraphHtml": "<p class=\"text-3xl text-center\">agents & apps</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Turn every release into a revenue moment",
"headingHtml": "<h2 data-animate=\"true\" class=\"jsx-642da4f8d15cb840 text-2xl sm:text-3xl lg:text-3xl xl:text-4xl font-normal text-white mb-4 md:mb-6 leading-tight font-sans tracking-tight\">Turn every release into a revenue moment</h2>",
"firstParagraph": "Product teams move fast, but impact isn't just about shipping, it's about adoption. With Pendo, you can know with certainty what users love, where they struggle, and what they ignore. Guide them to value with in-app help. Watch behavior change and iterate.",
"paragraphHtml": "<p data-animate=\"true\" class=\"jsx-642da4f8d15cb840 text-neutral-300 text-base sm:text-lg leading-relaxed mb-6 md:mb-8 font-sans\">Product teams move fast, but impact isn't just about shipping, it's about adoption. With Pendo, you can know with certainty what users love, where they struggle, and what they ignore. Guide them to value with in-app help. Watch behavior change and iterate.</p>",
"words": 42,
"direct": false,
"issue": "First paragraph is 42 words and does not look like a concise direct answer."
},
{
"heading": "Platform",
"headingHtml": "<h3 class=\"builder-block builder-745618c26ce14f5aba46da2ff4e40d13 css-mvtzcm\" builder-id=\"builder-745618c26ce14f5aba46da2ff4e40d13\"><span class=\"builder-block builder-44a7ebacd18f4d3097351a5970942ddf builder-has-component css-vky7x4\" builder-id=\"builder-44a7ebacd18f4d3097351a5970942ddf\"><span class=\"builder-text css-1qggkls\">Platform</span></span></h3>",
"firstParagraph": "Analytics",
"paragraphHtml": "<p><a href=\"https://www.pendo.io/product/analytics/\" class=\"builder-block builder-966b9b074c7646729426059aee61e1eb css-16d2rhq\" builder-id=\"builder-966b9b074c7646729426059aee61e1eb\"></a><a href=\"https://www.pendo.io/product/analytics/\" rel=\"noopener noreferrer\" target=\"_blank\">Analytics</a></p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Solutions",
"headingHtml": "<h3 class=\"builder-block builder-c673bdf2e2a448b19f6747033893d2bf css-mvtzcm\" builder-id=\"builder-c673bdf2e2a448b19f6747033893d2bf\"><span class=\"builder-block builder-65ac7857d96c49f19d6baed79695cdde builder-has-component css-vky7x4\" builder-id=\"builder-65ac7857d96c49f19d6baed79695cdde\"><span class=\"builder-text css-1qggkls\">Solutions</span></span></h3>",
"firstParagraph": "Pendo for Financial Services",
"paragraphHtml": "<p>Pendo for Financial Services</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "Resources",
"headingHtml": "<h3 class=\"builder-block builder-a0feee3498dc41a08a0ea7dbaf3d5ece css-mvtzcm\" builder-id=\"builder-a0feee3498dc41a08a0ea7dbaf3d5ece\"><span class=\"builder-block builder-0530b5950cb34db38dd9766363d673a6 builder-has-component css-vky7x4\" builder-id=\"builder-0530b5950cb34db38dd9766363d673a6\"><span class=\"builder-text css-1qggkls\">Resources</span></span></h3>",
"firstParagraph": "MCP Prompt library",
"paragraphHtml": "<p>MCP Prompt library</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Pricing",
"headingHtml": "<h3 class=\"builder-block builder-3cd42173ddf34f0aa00be2b2975d1d7f css-mvtzcm\" builder-id=\"builder-3cd42173ddf34f0aa00be2b2975d1d7f\"><span class=\"builder-block builder-68d29fc8c4d34230b196e246aded7f95 builder-has-component css-vky7x4\" builder-id=\"builder-68d29fc8c4d34230b196e246aded7f95\"><span class=\"builder-text css-1qggkls\">Pricing</span></span></h3>",
"firstParagraph": "Pendo vs. Amplitude",
"paragraphHtml": "<p>Pendo vs. Amplitude</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "See Pendo in action for yourself",
"headingHtml": "<h3 class=\"builder-block builder-892e1d59aaad42acb97937338da42be4 css-zx1oy8\" builder-id=\"builder-892e1d59aaad42acb97937338da42be4\"><span class=\"builder-block builder-605d39a1ec5d4f759bd4d073aec12c3c builder-has-component css-vky7x4\" builder-id=\"builder-605d39a1ec5d4f759bd4d073aec12c3c\"><span class=\"builder-text css-1qggkls\">See Pendo in action for yourself</span></span></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Customers",
"headingHtml": "<h3 class=\"builder-block builder-121d23a3ea07462e9d7011a88b03ea39 css-mvtzcm\" builder-id=\"builder-121d23a3ea07462e9d7011a88b03ea39\"><span class=\"builder-block builder-db8861cf16d442ddb7b68f8d6ed5d5b1 builder-has-component css-vky7x4\" builder-id=\"builder-db8861cf16d442ddb7b68f8d6ed5d5b1\"><span class=\"builder-text css-1qggkls\">Customers</span></span></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Company",
"headingHtml": "<h3 class=\"builder-block builder-2da54bb8f9dd42b298797640cdc35ce7 css-mvtzcm\" builder-id=\"builder-2da54bb8f9dd42b298797640cdc35ce7\"><span class=\"builder-block builder-37a5994f12014756a5e0b089c6255a47 builder-has-component css-vky7x4\" builder-id=\"builder-37a5994f12014756a5e0b089c6255a47\"><span class=\"builder-text css-1qggkls\">Company</span></span></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Support",
"headingHtml": "<h3 class=\"builder-block builder-f8e71d9d39694464b596d93501e969fb css-mvtzcm\" builder-id=\"builder-f8e71d9d39694464b596d93501e969fb\"><span class=\"builder-block builder-9f4dba5173264d4091497349023fc1db builder-has-component css-vky7x4\" builder-id=\"builder-9f4dba5173264d4091497349023fc1db\"><span class=\"builder-text css-1qggkls\">Support</span></span></h3>",
"firstParagraph": "Pendo User Groups",
"paragraphHtml": "<p>Pendo User Groups</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Popular Links",
"headingHtml": "<h3 class=\"builder-block builder-cd77e8748dcd45cc9f0d7961a10221d7 css-mvtzcm\" builder-id=\"builder-cd77e8748dcd45cc9f0d7961a10221d7\"><span class=\"builder-block builder-ccb5dc766ab0413cb185b7355c07c91f builder-has-component css-vky7x4\" builder-id=\"builder-ccb5dc766ab0413cb185b7355c07c91f\"><span class=\"builder-text css-1qggkls\">Popular Links</span></span></h3>",
"firstParagraph": "Legal",
"paragraphHtml": "<p><a class=\"builder-block builder-2664a7b683a642af92ef31ce0fdf274c css-4ei7fd\" builder-id=\"builder-2664a7b683a642af92ef31ce0fdf274c\"></a><a href=\"https://www.pendo.io/legal-information/\" rel=\"noopener noreferrer\" target=\"_blank\">Legal</a></p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Platform",
"headingHtml": "<h3 class=\"builder-block builder-745618c26ce14f5aba46da2ff4e40d13 css-mvtzcm\" builder-id=\"builder-745618c26ce14f5aba46da2ff4e40d13\"><span class=\"builder-block builder-44a7ebacd18f4d3097351a5970942ddf builder-has-component css-vky7x4\" builder-id=\"builder-44a7ebacd18f4d3097351a5970942ddf\"><span class=\"builder-text css-1qggkls\">Platform</span></span></h3>",
"firstParagraph": "Analytics",
"paragraphHtml": "<p><a href=\"https://www.pendo.io/product/analytics/\" class=\"builder-block builder-966b9b074c7646729426059aee61e1eb css-16d2rhq\" builder-id=\"builder-966b9b074c7646729426059aee61e1eb\"></a><a href=\"https://www.pendo.io/product/analytics/\" rel=\"noopener noreferrer\" target=\"_blank\">Analytics</a></p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Solutions",
"headingHtml": "<h3 class=\"builder-block builder-c673bdf2e2a448b19f6747033893d2bf css-mvtzcm\" builder-id=\"builder-c673bdf2e2a448b19f6747033893d2bf\"><span class=\"builder-block builder-65ac7857d96c49f19d6baed79695cdde builder-has-component css-vky7x4\" builder-id=\"builder-65ac7857d96c49f19d6baed79695cdde\"><span class=\"builder-text css-1qggkls\">Solutions</span></span></h3>",
"firstParagraph": "Pendo for Financial Services",
"paragraphHtml": "<p>Pendo for Financial Services</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "Resources",
"headingHtml": "<h3 class=\"builder-block builder-a0feee3498dc41a08a0ea7dbaf3d5ece css-mvtzcm\" builder-id=\"builder-a0feee3498dc41a08a0ea7dbaf3d5ece\"><span class=\"builder-block builder-0530b5950cb34db38dd9766363d673a6 builder-has-component css-vky7x4\" builder-id=\"builder-0530b5950cb34db38dd9766363d673a6\"><span class=\"builder-text css-1qggkls\">Resources</span></span></h3>",
"firstParagraph": "MCP Prompt library",
"paragraphHtml": "<p>MCP Prompt library</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Pricing",
"headingHtml": "<h3 class=\"builder-block builder-3cd42173ddf34f0aa00be2b2975d1d7f css-mvtzcm\" builder-id=\"builder-3cd42173ddf34f0aa00be2b2975d1d7f\"><span class=\"builder-block builder-68d29fc8c4d34230b196e246aded7f95 builder-has-component css-vky7x4\" builder-id=\"builder-68d29fc8c4d34230b196e246aded7f95\"><span class=\"builder-text css-1qggkls\">Pricing</span></span></h3>",
"firstParagraph": "Pendo vs. Amplitude",
"paragraphHtml": "<p>Pendo vs. Amplitude</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "See Pendo in action for yourself",
"headingHtml": "<h3 class=\"builder-block builder-892e1d59aaad42acb97937338da42be4 css-zx1oy8\" builder-id=\"builder-892e1d59aaad42acb97937338da42be4\"><span class=\"builder-block builder-605d39a1ec5d4f759bd4d073aec12c3c builder-has-component css-vky7x4\" builder-id=\"builder-605d39a1ec5d4f759bd4d073aec12c3c\"><span class=\"builder-text css-1qggkls\">See Pendo in action for yourself</span></span></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Customers",
"headingHtml": "<h3 class=\"builder-block builder-121d23a3ea07462e9d7011a88b03ea39 css-mvtzcm\" builder-id=\"builder-121d23a3ea07462e9d7011a88b03ea39\"><span class=\"builder-block builder-db8861cf16d442ddb7b68f8d6ed5d5b1 builder-has-component css-vky7x4\" builder-id=\"builder-db8861cf16d442ddb7b68f8d6ed5d5b1\"><span class=\"builder-text css-1qggkls\">Customers</span></span></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Company",
"headingHtml": "<h3 class=\"builder-block builder-2da54bb8f9dd42b298797640cdc35ce7 css-mvtzcm\" builder-id=\"builder-2da54bb8f9dd42b298797640cdc35ce7\"><span class=\"builder-block builder-37a5994f12014756a5e0b089c6255a47 builder-has-component css-vky7x4\" builder-id=\"builder-37a5994f12014756a5e0b089c6255a47\"><span class=\"builder-text css-1qggkls\">Company</span></span></h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Support",
"headingHtml": "<h3 class=\"builder-block builder-f8e71d9d39694464b596d93501e969fb css-mvtzcm\" builder-id=\"builder-f8e71d9d39694464b596d93501e969fb\"><span class=\"builder-block builder-9f4dba5173264d4091497349023fc1db builder-has-component css-vky7x4\" builder-id=\"builder-9f4dba5173264d4091497349023fc1db\"><span class=\"builder-text css-1qggkls\">Support</span></span></h3>",
"firstParagraph": "Pendo User Groups",
"paragraphHtml": "<p>Pendo User Groups</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Popular Links",
"headingHtml": "<h3 class=\"builder-block builder-cd77e8748dcd45cc9f0d7961a10221d7 css-mvtzcm\" builder-id=\"builder-cd77e8748dcd45cc9f0d7961a10221d7\"><span class=\"builder-block builder-ccb5dc766ab0413cb185b7355c07c91f builder-has-component css-vky7x4\" builder-id=\"builder-ccb5dc766ab0413cb185b7355c07c91f\"><span class=\"builder-text css-1qggkls\">Popular Links</span></span></h3>",
"firstParagraph": "Legal",
"paragraphHtml": "<p><a class=\"builder-block builder-2664a7b683a642af92ef31ce0fdf274c css-4ei7fd\" builder-id=\"builder-2664a7b683a642af92ef31ce0fdf274c\"></a><a href=\"https://www.pendo.io/legal-information/\" rel=\"noopener noreferrer\" target=\"_blank\">Legal</a></p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
Needs attention
AEO: Answer intent coverage
01
Issue
Missing likely AI Overview intent sections: what, how, benefits, cost, compare.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "Turn every release into a revenue moment",
"html": "<h2 data-animate=\"true\" class=\"jsx-642da4f8d15cb840 text-2xl sm:text-3xl lg:text-3xl xl:text-4xl font-normal text-white mb-4 md:mb-6 leading-tight font-sans tracking-tight\">Turn every release into a revenue moment</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is AI-Powered Analytics & Adoption Platform?",
"pattern": {}
},
{
"id": "how",
"label": "How does AI-Powered Analytics & Adoption Platform work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use AI-Powered Analytics & Adoption Platform?",
"pattern": {}
},
{
"id": "cost",
"label": "Is AI-Powered Analytics & Adoption Platform free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does AI-Powered Analytics & Adoption Platform compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is AI-Powered Analytics & Adoption Platform?",
"pattern": {}
},
{
"id": "how",
"label": "How does AI-Powered Analytics & Adoption Platform work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use AI-Powered Analytics & Adoption Platform?",
"pattern": {}
},
{
"id": "cost",
"label": "Is AI-Powered Analytics & Adoption Platform free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does AI-Powered Analytics & Adoption Platform compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 89/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 89/100 and needs improvement.
1 Warning
Needs attention
AEO: Entity and definition clarity
01
Issue
Entity or definition gaps: close, gap, between, spend.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Entity and definition clarity
Score
89/100
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 89/100 and needs improvement.
Evidence
{
"title": "AI-Powered Analytics & Adoption Platform | Pendo",
"h1": "Close the gap between AI spend and AI adoption.",
"description": "AI-powered analytics and adoption platform for builders. Pendo connects your entire portfolio—apps and agents—to user success and business outcomes.",
"topicOverlap": 0.5555555555555556,
"definitionCount": 2,
"topicTerms": [
"powered",
"analytics",
"adoption",
"platform",
"pendo",
"close",
"gap",
"between",
"spend"
],
"descriptionTerms": [
"powered",
"analytics",
"adoption",
"platform",
"builders",
"pendo",
"connects",
"entire",
"portfolio",
"apps",
"agents",
"user",
"success",
"business",
"outcomes"
],
"missingFromDescription": [
"close",
"gap",
"between",
"spend"
],
"score": 89,
"weight": 18
}Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Informational
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Informational
Needs attention
AI context endpoint
01
Issue
AI context endpoint is informational for this page.
02
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
100/100
Status
informational
Category
API
Maturity
Emerging recommendation
Goal
Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.
Result
AI context endpoint is informational for this page.
Validation steps
Fetch to find resource
AI context endpoint was not found at the expected path.
Evidence
{
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/ai/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 12311
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 12298
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22804
}
]
},
"issue": "AI context endpoint was not found at the expected path.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
Needs attention
AIO: Query intent coverage
01
Issue
Missing likely AI Overview intent sections: what, how, benefits, cost, compare.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [
{
"text": "Turn every release into a revenue moment",
"html": "<h2 data-animate=\"true\" class=\"jsx-642da4f8d15cb840 text-2xl sm:text-3xl lg:text-3xl xl:text-4xl font-normal text-white mb-4 md:mb-6 leading-tight font-sans tracking-tight\">Turn every release into a revenue moment</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is AI-Powered Analytics & Adoption Platform?",
"pattern": {}
},
{
"id": "how",
"label": "How does AI-Powered Analytics & Adoption Platform work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use AI-Powered Analytics & Adoption Platform?",
"pattern": {}
},
{
"id": "cost",
"label": "Is AI-Powered Analytics & Adoption Platform free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does AI-Powered Analytics & Adoption Platform compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is AI-Powered Analytics & Adoption Platform?",
"pattern": {}
},
{
"id": "how",
"label": "How does AI-Powered Analytics & Adoption Platform work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use AI-Powered Analytics & Adoption Platform?",
"pattern": {}
},
{
"id": "cost",
"label": "Is AI-Powered Analytics & Adoption Platform free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does AI-Powered Analytics & Adoption Platform compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Informational
Needs attention
Auth.md Agent Registration
01
Issue
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.
02
Why it matters
Agent registration metadata lets automated clients find the registration path, supported identity types, credential types, and related claim or revocation endpoints without scraping human docs.
Check name
Auth.md Agent Registration
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish Auth.md and agent_auth metadata so agents can discover registration and credential requirements.
Result
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Validation steps
Fetch and validate /auth.md
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.
Publish protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate agent_auth authorization metadata
OAuth authorization server metadata could not be fetched.
Evidence
{
"failedStep": "auth-md",
"steps": [
{
"id": "auth-md",
"title": "Fetch and validate /auth.md",
"status": "fail",
"evidence": {
"path": "/auth.md",
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22804,
"validation": {
"valid": false,
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
"compatibleContentType": false,
"contentLength": 21499,
"hasRegisterInstructions": false,
"hasProtectedResourceLink": false,
"hasAuthorizationServerLink": false,
"mentionsIdentity": false,
"mentionsCredential": false,
"links": [
"/_next/static/chunks/webpack-63e67aebd57c766b.js",
"/_next/static/chunks/4bd1b696-100b9d70ed4e49c1.js",
"/script",
"/_next/static/chunks/1255-79d6e4969c536d39.js",
"/script",
"/_next/static/chunks/main-app-b7ac91ae224968d9.js",
"/script",
"/title",
"https://www.facebook.com/Pendoio/\"/><link",
"https://www.pendo.io/\"/><link"
],
"rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-63e67aebd57c766b.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\"/><script src=\"/_next/static/chunks/4bd1b696-100b9d70ed4e49c1.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><script src=\"/_next/static/chunks/1255-79d6e4969c536d39.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-b7ac91ae224968d9.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><title>#1 Global Software Experience Management Platform | Pendo.io</title><meta "
}
},
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
"howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
},
{
"id": "oauth-protected-resource",
"title": "Publish protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22895,
"text": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-63e67aebd57c766b.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\"/><script src=\"/_next/static/chunks/4bd1b696-100b9d70ed4e49c1.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><script src=\"/_next/static/chunks/1255-79d6e4969c536d39.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-b7ac91ae224968d9.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><title>#1 Global Software Experience Management Platform | Pendo.io</title><meta name=\"description\" content=\"Increase revenue, cut costs, and reduce risk with Pendo's Software Experience Management platform. Optimize the entire software experience to drive adoption and improve engagement.\"/><meta name=\"robots\" content=\"index, follow, max-video-preview:-1, max-image-preview:large, max-snippet:-1\"/><meta name=\"article:publisher\" content=\"https://www.facebook.com/Pendoio/\"/><link rel=\"canonical\" href=\"https://www.pendo.io/\"/><link rel=\"alternate\" hrefLang=\"en-us\" href=\"https://www.pendo.io/\"/><link rel=\"alternate\" hrefLang=\"fr-fr\" href=\"https://www.pendo.io/fr-fr/\"/><link rel=\"alternate\" hrefLang=\"de-de\" href=\"https://www.pendo.io/de-de/\"/><link rel=\"alternate\" hrefLang=\"ja-jp\" href=\"https://www.pendo.io/ja-jp/\"/><link rel=\"alternate\" hrefLang=\"pt-br\" href=\"https://www.pendo.io/pt-br/\"/><link rel=\"alternate\" hrefLang=\"es-la\" href=\"https://www.pendo.io/es-la/\"/><meta property=\"og:title\" content=\"#1 Global Software Experience Management Platform | Pendo.io\"/><meta property=\"og:description\" content=\"Increase revenue, cut costs, and reduce risk with Pendo's Software Experience Management platform. Optimize the entire software experience to drive adoption and improve engagement.\"/><meta property=\"og:url\" content=\"https://www.pendo.io/\"/><meta property=\"og:site_name\" content=\"Pendo.io\"/><meta property=\"og:locale\" content=\"en_US\"/><meta property=\"og:type\" content=\"website\"/><meta name=\"twitter:card\" content=\"summary_large_image\"/><meta name=\"twitter:site\" content=\"@pendoio\"/><meta name=\"twitter:title\" content=\"#1 Global Software Experience Management Platform | Pendo.io\"/><meta name=\"twitter:description\" content=\"Increase revenue, cut costs, and reduce risk with Pendo's Software Experience Management platform. Optimize the entire software experience to drive adoption and improve engagement.\"/><link rel=\"shortcut icon\" href=\"/favicon.ico\"/><link rel=\"icon\" href=\"/favicon.ico\"/><script src=\"/_next/static/chunks/polyfills-42372ed130431b0a.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" noModule=\"\"></script></head><body><div hidden=\"\"><!--$--><!--/$--></div><script src=\"/_next/static/chunks/webpack-63e67aebd57c766b.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" id=\"_R_\" async=\"\"></script><script>(self.__next_f=self.__next_f||[]).push([0])</script><script>self.__next_f.push([1,\"1:\\\"$Sreact.fragment\\\"\\n2:I[9766,[],\\\"\\\"]\\n3:I[98924,[],\\\"\\\"]\\n6:I[24431,[],\\\"OutletBoundary\\\"]\\n8:I[15278,[],\\\"AsyncMetadataOutlet\\\"]\\na:I[24431,[],\\\"ViewportBoundary\\\"]\\nc:I[24431,[],\\\"MetadataBoundary\\\"]\\nd:\\\"$Sreact.suspense\\\"\\nf:I[57150,[],\\\"\\\"]\\n:HL[\\\"/_next/static/css/ebe5292580368fd8.css?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\\\",\\\"style\\\"]\\n:HL[\\\"/_next/static/media/15fb600d42056579-s.p.woff2\\\",\\\"font\\\",{\\\"crossOrigin\\\":\\\"\\\",\\\"type\\\":\\\"font/woff2\\\"}]\\n:HL[\\\"/_next/static/media/190378029abb6730-s.p.woff2\\\",\\\"font\\\",{\\\"crossOrigin\\\":\\\"\\\",\\\"type\\\":\\\"font/woff2\\\"}]\\n:HL[\\\"/_next/static/media/1f51a1571a38b4e8-s.p.woff2\\\",\\\"font\\\",{\\\"crossOrigin\\\":\\\"\\\",\\\"type\\\":\\\"font/woff2\\\"}]\\n:HL[\\\"/_next/static/media/2ec516d789358131-s.p.woff2\\\",\\\"font\\\",{\\\"crossOrigin\\\":\\\"\\\",\\\"type\\\":\\\"font/woff2\\\"}]\\n:HL[\\\"/_next/static/media/77d18b304368786c-s.p.woff2\\\",\\\"font\\\",{\\\"crossO"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
},
{
"id": "agent-auth-block",
"title": "Validate agent_auth authorization metadata",
"status": "fail",
"evidence": {
"valid": false,
"issue": "OAuth authorization server metadata could not be fetched.",
"fetch": {
"ok": false,
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22901,
"text": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-63e67aebd57c766b.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\"/><script src=\"/_next/static/chunks/4bd1b696-100b9d70ed4e49c1.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><script src=\"/_next/static/chunks/1255-79d6e4969c536d39.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-b7ac91ae224968d9.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><title>#1 Global Software Experience Management Platform | Pendo.io</title><meta name=\"description\" content=\"Increase revenue, cut costs, and reduce risk with Pendo's Software Experience Management platform. Optimize the entire software experience to drive adoption and improve engagement.\"/><meta name=\"robots\" content=\"index, follow, max-video-preview:-1, max-image-preview:large, max-snippet:-1\"/><meta name=\"article:publisher\" content=\"https://www.facebook.com/Pendoio/\"/><link rel=\"canonical\" href=\"https://www.pendo.io/\"/><link rel=\"alternate\" hrefLang=\"en-us\" href=\"https://www.pendo.io/\"/><link rel=\"alternate\" hrefLang=\"fr-fr\" href=\"https://www.pendo.io/fr-fr/\"/><link rel=\"alternate\" hrefLang=\"de-de\" href=\"https://www.pendo.io/de-de/\"/><link rel=\"alternate\" hrefLang=\"ja-jp\" href=\"https://www.pendo.io/ja-jp/\"/><link rel=\"alternate\" hrefLang=\"pt-br\" href=\"https://www.pendo.io/pt-br/\"/><link rel=\"alternate\" hrefLang=\"es-la\" href=\"https://www.pendo.io/es-la/\"/><meta property=\"og:title\" content=\"#1 Global Software Experience Management Platform | Pendo.io\"/><meta property=\"og:description\" content=\"Increase revenue, cut costs, and reduce risk with Pendo's Software Experience Management platform. Optimize the entire software experience to drive adoption and improve engagement.\"/><meta property=\"og:url\" content=\"https://www.pendo.io/\"/><meta property=\"og:site_name\" content=\"Pendo.io\"/><meta property=\"og:locale\" content=\"en_US\"/><meta property=\"og:type\" content=\"website\"/><meta name=\"twitter:card\" content=\"summary_large_image\"/><meta name=\"twitter:site\" content=\"@pendoio\"/><meta name=\"twitter:title\" content=\"#1 Global Software Experience Management Platform | Pendo.io\"/><meta name=\"twitter:description\" content=\"Increase revenue, cut costs, and reduce risk with Pendo's Software Experience Management platform. Optimize the entire software experience to drive adoption and improve engagement.\"/><link rel=\"shortcut icon\" href=\"/favicon.ico\"/><link rel=\"icon\" href=\"/favicon.ico\"/><script src=\"/_next/static/chunks/polyfills-42372ed130431b0a.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" noModule=\"\"></script></head><body><div hidden=\"\"><!--$--><!--/$--></div><script src=\"/_next/static/chunks/webpack-63e67aebd57c766b.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" id=\"_R_\" async=\"\"></script><script>(self.__next_f=self.__next_f||[]).push([0])</script><script>self.__next_f.push([1,\"1:\\\"$Sreact.fragment\\\"\\n2:I[9766,[],\\\"\\\"]\\n3:I[98924,[],\\\"\\\"]\\n6:I[24431,[],\\\"OutletBoundary\\\"]\\n8:I[15278,[],\\\"AsyncMetadataOutlet\\\"]\\na:I[24431,[],\\\"ViewportBoundary\\\"]\\nc:I[24431,[],\\\"MetadataBoundary\\\"]\\nd:\\\"$Sreact.suspense\\\"\\nf:I[57150,[],\\\"\\\"]\\n:HL[\\\"/_next/static/css/ebe5292580368fd8.css?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\\\",\\\"style\\\"]\\n:HL[\\\"/_next/static/media/15fb600d42056579-s.p.woff2\\\",\\\"font\\\",{\\\"crossOrigin\\\":\\\"\\\",\\\"type\\\":\\\"font/woff2\\\"}]\\n:HL[\\\"/_next/static/media/190378029abb6730-s.p.woff2\\\",\\\"font\\\",{\\\"crossOrigin\\\":\\\"\\\",\\\"type\\\":\\\"font/woff2\\\"}]\\n:HL[\\\"/_next/static/media/1f51a1571a38b4e8-s.p.woff2\\\",\\\"font\\\",{\\\"crossOrigin\\\":\\\"\\\",\\\"type\\\":\\\"font/woff2\\\"}]\\n:HL[\\\"/_next/static/media/2ec516d789358131-s.p.woff2\\\",\\\"font\\\",{\\\"crossOrigin\\\":\\\"\\\",\\\"type\\\":\\\"font/woff2\\\"}]\\n:HL[\\\"/_next/static/media/77d18b304368786c-s.p.woff2\\\",\\\"font\\\",{\\\"crossO"
}
},
"issue": "OAuth authorization server metadata could not be fetched.",
"howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 3,
"signals": [
{
"source": "visible-text",
"weight": 3,
"match": "login"
}
]
},
"resourceFetchSucceeded": false
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
Needs attention
IndexNow key
01
Issue
IndexNow key is informational for this page.
02
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Needs attention
OAuth / OIDC discovery
01
Issue
OAuth / OIDC discovery was not found at the expected path.
02
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/openid-configuration",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22883
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 22901
}
]
},
"issue": "OAuth / OIDC discovery was not found at the expected path.",
"howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 3,
"signals": [
{
"source": "visible-text",
"weight": 3,
"match": "login"
}
]
},
"resourceFetchSucceeded": false
}Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Needs attention
OAuth Protected Resource
01
Issue
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
02
Why it matters
Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.
Check name
OAuth Protected Resource
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.
Result
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Validation steps
Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource JSON."
},
{
"id": "metadata",
"title": "Validate protected resource metadata",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-63e67aebd57c766b.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\"/><script src=\"/_next/static/chunks/4bd1b696-100b9d70ed4e49c1.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><script src=\"/_next/static/chunks/1255-79d6e4969c536d39.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-b7ac91ae224968d9.js?dpl=dpl_HvMdQqniGJj68kuWhgLsQdJFfMCE\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"next-size-adjust\" content=\"\"/><title>#1 Global Software Experience Management Platform | Pendo.io</title><meta "
},
"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.pendo.io"
},
"issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
"howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
},
{
"id": "protected-route-challenge",
"title": "Probe protected API Bearer challenge",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/admin/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.pendo.io/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.pendo.io/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.pendo.io/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
}
]
},
"issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
"howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 3,
"signals": [
{
"source": "visible-text",
"weight": 3,
"match": "login"
}
]
},
"resourceFetchSucceeded": false
}Performance and AccessibilityAccessibilityBrowser audit
Background and foreground colors do not have a sufficient contrast ratio.
100 Fail
Performance and AccessibilityAccessibilityBrowser audit
Background and foreground colors do not have a sufficient contrast ratio.
100 Fail
Check name
Background and foreground colors do not have a sufficient contrast ratio.
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast)."
}SEOSEOBrowser audit
Links are not crawlable
50 Fail
SEOSEOBrowser audit
Links are not crawlable
50 Fail
Check name
Links are not crawlable
Score
0/100
Status
fail
Device
desktop
Category
SEO
Fix guidance
Search engines may use `href` attributes on links to crawl websites. Ensure that the `href` attribute of anchor elements links to an appropriate destination, so more pages of the site can be discovered. [Learn how to make links crawlable](https://support.google.com/webmasters/answer/9112205)
Evidence
{
"description": "Search engines may use `href` attributes on links to crawl websites. Ensure that the `href` attribute of anchor elements links to an appropriate destination, so more pages of the site can be discovered. [Learn how to make links crawlable](https://support.google.com/webmasters/answer/9112205)"
}SEOSEOBrowser audit
Links do not have descriptive text
50 Fail
SEOSEOBrowser audit
Links do not have descriptive text
50 Fail
Check name
Links do not have descriptive text
Score
0/100
Status
fail
Device
desktop
Category
SEO
Estimated savings
2 links found
Fix guidance
Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/).
Evidence
{
"displayValue": "2 links found",
"description": "Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/)."
}Performance and AccessibilityPerformanceBrowser audit
LCP request discovery
14 Fail
Performance and AccessibilityPerformanceBrowser audit
LCP request discovery
14 Fail
Check name
LCP request discovery
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
[Optimize LCP](https://developer.chrome.com/docs/performance/insights/lcp-discovery) by making the LCP image discoverable from the HTML immediately, and avoiding lazy-loading
References
https://web.dev/learn/performance/Evidence
{
"description": "[Optimize LCP](https://developer.chrome.com/docs/performance/insights/lcp-discovery) by making the LCP image discoverable from the HTML immediately, and avoiding lazy-loading"
}Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
14 Fail
Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
14 Fail
Check name
Render-blocking requests
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 240 ms
Fix guidance
Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path.
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 240 ms",
"description": "Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path."
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
8 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
8 Fail
Check name
Loading performance
Score
44/100
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": 18,
"displayValue": "6.9 s",
"numericValue": 6904.685710100428
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 80 ms",
"numericValue": 79
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 2,
"displayValue": "700 ms",
"numericValue": 695.0000000000009
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 62,
"displayValue": "1.4 s",
"numericValue": 1403.0022986931938
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "10 ms",
"numericValue": 10.963890000000001
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 30,
"displayValue": "2.9 s",
"numericValue": 2888.933421020977
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 0,
"displayValue": "1,680 ms",
"numericValue": 1677
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 42,
"displayValue": "2.6 s",
"numericValue": 2643.0022986931936
}
]
}Performance and AccessibilityPerformanceBrowser audit
Font display
7 Warning
Performance and AccessibilityPerformanceBrowser audit
Font display
7 Warning
Check name
Font display
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 10 ms
Fix guidance
Consider setting [font-display](https://developer.chrome.com/docs/performance/insights/font-display) to swap or optional to ensure text is consistently visible. swap can be further optimized to mitigate layout shifts with [font metric overrides](https://developer.chrome.com/blog/font-fallbacks).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 10 ms",
"description": "Consider setting [font-display](https://developer.chrome.com/docs/performance/insights/font-display) to swap or optional to ensure text is consistently visible. swap can be further optimized to mitigate layout shifts with [font metric overrides](https://developer.chrome.com/blog/font-fallbacks)."
}Performance and AccessibilityPerformanceBrowser audit
Image elements do not have explicit `width` and `height`
7 Warning
Performance and AccessibilityPerformanceBrowser audit
Image elements do not have explicit `width` and `height`
7 Warning
Check name
Image elements do not have explicit `width` and `height`
Score
50/100
Status
warning
Device
desktop
Category
Performance
Fix guidance
Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)
References
https://web.dev/learn/performance/Evidence
{
"description": "Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)"
}Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
7 Warning
Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
7 Warning
Check name
Improve image delivery
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 1,209 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 1,209 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
Use efficient cache lifetimes
7 Warning
Performance and AccessibilityPerformanceBrowser audit
Use efficient cache lifetimes
7 Warning
Check name
Use efficient cache lifetimes
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 229 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 229 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 |