Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 38 out of 100
- Agent Ease of Use 24 out of 100
- Security & Trust 80 out of 100
- GEO, AIO and AEO 78 out of 100
- SEO 92 out of 100
- Performance and Accessibility 60 out of 100
What AI sees of your website
The World's #1 Product Development Software
Aha! is the world's #1 product development software. See why 1,000,000+ product builders trust us to build lovable products and be happy doing it.
Next step
Turn this report into a fix workflow
23 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 | 38 | Priority fix | 7 | 15 | 1 | View details |
| Discoverability | 67 | Needs work | 5 | 4 | 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 | 24 | Priority fix | 8 | 27 | 3 | View details |
| API | 42 | Priority fix | 2 | 4 | 2 | 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 | 78 | Mostly ready | 7 | 2 | 10 | View details |
| GEO Readiness | 89 | Mostly ready | 2 | 0 | 3 | |
| AIO Readiness | 80 | Mostly ready | 3 | 1 | 3 | View details |
| AEO Readiness | 64 | Needs work | 2 | 1 | 4 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| Security & Trust | 80 | Mostly ready | 8 | 1 | 0 | View details |
| Security & Trust | 80 | Mostly ready | 4 | 1 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 60 | Needs work | 17 | 5 | 4 | View details |
| Performance | 50 | Needs work | 12 | 4 | 4 | View details |
| Accessibility | 78 | Mostly ready | 5 | 1 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
47 items need attention
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
100 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
Needs attention
Content-Security-Policy
Issue
Content-Security-Policy is missing or incomplete.
Why it matters
Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.
Check name
Content-Security-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Constrain script, style, frame, and resource loading with a Content-Security-Policy header.
Result
Content-Security-Policy is missing or incomplete.
Evidence
{
"header": "content-security-policy",
"value": "frame-ancestors 'none'"
}Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
50 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
Needs attention
API Catalog
Issue
The API catalog endpoint did not return HTTP 2xx.
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Fetch API catalog".
Validation steps
Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "fail",
"evidence": {
"statusCode": 404,
"contentType": null
},
"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": ""
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
50 Fail
AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
Needs attention
High-value schema types
Issue
No high-value schema types (e.g. Article, Product, Service) were found.
Why it matters
High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.
Check name
High-value schema types
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Use schema types that describe the page's primary content or offering.
Result
High-value schema types is missing or incomplete.
Evidence
{
"found": [],
"expected": [
"Article",
"BlogPosting",
"NewsArticle",
"Product",
"SoftwareApplication",
"FAQPage",
"LocalBusiness",
"VideoObject",
"HowTo",
"Event",
"Course",
"Review",
"Service"
],
"allTypes": [
"Organization"
]
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
50 Fail
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
Needs attention
Link headers
Issue
No useful agent discovery Link headers were found.
Why it matters
Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.
Check name
Link headers
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Include Link response headers for agent discovery using RFC 8288.
Result
Link headers failed at "Find useful Link headers".
Validation steps
Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.
Evidence
{
"failedStep": "presence",
"steps": [
{
"id": "presence",
"title": "Find useful Link headers",
"status": "fail",
"evidence": {
"links": []
},
"issue": "No useful agent discovery Link headers were found.",
"howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
},
{
"id": "target-validation",
"title": "Fetch same-origin Link header targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin Link header targets were available to fetch."
}
]
},
"issue": "Link headers did not expose any same-origin targets to validate.",
"howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
Needs attention
AI bot rules in robots.txt
Issue
No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.
Why it matters
Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.
Check name
AI bot rules in robots.txt
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.
Result
AI bot rules in robots.txt is missing or incomplete.
Evidence
{
"expectedBots": [
"GPTBot",
"ChatGPT-User",
"ClaudeBot",
"Claude-Web",
"Anthropic-AI",
"Google-Extended",
"PerplexityBot",
"CCBot",
"Applebot-Extended",
"Meta-ExternalAgent",
"Bytespider",
"Amazonbot",
"Cohere-AI"
],
"configuredBots": []
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
Needs attention
Content Signal
Issue
No Content Signal found in robots.txt
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
33 Fail
Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
Needs attention
MCP Server Card
Issue
MCP Server Card was not found at the expected path.
Why it matters
MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.
Check name
MCP Server Card
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Publish an MCP Server Card for agent discovery.
Result
MCP Server Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
MCP Server Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": null,
"length": 0
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": null,
"length": 0
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": null,
"length": 0
}
]
},
"issue": "MCP Server Card was not found at the expected path.",
"howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
}
]
}Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
33 Fail
Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
Needs attention
mcp.json
Issue
mcp.json was not found at the expected path.
Why it matters
MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.
Check name
mcp.json
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.
Result
mcp.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
mcp.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": null,
"length": 0
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": null,
"length": 0
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": null,
"length": 0
}
]
},
"issue": "mcp.json was not found at the expected path.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
33 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
Needs attention
Web Bot Auth request signing
Issue
Web Bot Auth request signing was not found at the expected path.
Why it matters
Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.
Check name
Web Bot Auth request signing
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.
Result
Web Bot Auth request signing failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Web Bot Auth request signing was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/http-message-signatures-directory",
"statusCode": 404,
"contentType": null,
"length": 0
}
]
},
"issue": "Web Bot Auth request signing was not found at the expected path.",
"howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
}
]
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
33 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
Needs attention
WebMCP manifest
Issue
WebMCP manifest was not found at the expected path.
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
0/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Fetch to find resource".
Validation steps
Fetch to find resource
WebMCP manifest was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/webmcp.json",
"statusCode": 404,
"contentType": null,
"length": 0
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": null,
"length": 0
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": null,
"length": 0
}
]
},
"issue": "WebMCP manifest was not found at the expected path.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
25 Fail
AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
Needs attention
llms.txt
Issue
llms.txt was not found at the expected path.
Why it matters
llms.txt gives language-model clients a concise, curated summary of important site context and links before they crawl broadly.
Check name
llms.txt
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Emerging recommendation
Goal
Publish llms.txt to summarize agent-readable site guidance.
Result
llms.txt failed at "Fetch to find resource".
Validation steps
Fetch to find resource
llms.txt was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/llms.txt",
"statusCode": 404,
"contentType": null,
"length": 0
},
{
"path": "/llms-full.txt",
"statusCode": 404,
"contentType": null,
"length": 0
}
]
},
"issue": "llms.txt was not found at the expected path.",
"howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
Needs attention
Markdown negotiation
Issue
Content-Type "text/html;charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
Markdown content type
Content-Type "text/html;charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "Accept-Encoding".
Structured Markdown body
Markdown response is missing a heading.
Evidence
{
"failedStep": "content-type",
"steps": [
{
"id": "content-type",
"title": "Markdown content type",
"status": "fail",
"evidence": {
"statusCode": 200,
"contentType": "text/html;charset=utf-8"
},
"issue": "Content-Type \"text/html;charset=utf-8\" does not indicate Markdown when requested with Accept: text/markdown.",
"howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
},
{
"id": "vary-accept",
"title": "Vary: Accept header",
"status": "fail",
"evidence": {
"vary": "Accept-Encoding"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"Accept-Encoding\".",
"howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
},
{
"id": "markdown-content",
"title": "Structured Markdown body",
"status": "fail",
"evidence": {
"valid": false,
"hasHeading": false,
"wordCount": 18048,
"excerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, shrink-to-fit=no\"/><link rel=\"preload\" href=\"/assets/fa-brands-400-m1576mx11.woff2\" as=\"font\" crossorigin=\"\"/><link rel=\"preload\" href=",
"issue": "Markdown response is missing a heading."
},
"issue": "Markdown response is missing a heading.",
"howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
Needs attention
Semantic HTML
Issue
Semantic HTML is incomplete: skipped heading levels; 23 links missing accessible names; missing alt text on >10% of images.
Details
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": true,
"nav": true,
"footer": true,
"meaningfulH1": true,
"headingOrder": false,
"accessibleLinks": false,
"accessibleButtons": true,
"imageAltCoverage": false,
"formAutocompleteCoverage": true,
"details": {
"inaccessibleLinks": [
"<a href=\"/customers/paycor\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/1TA2rM1w5eGHYypt8QhVjk/621fe013769eaf9032a06ef0ba4e4adc/paycor.svg\" width=\"95.54417375885662\" height=\"32.624839820097385\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
"<a href=\"/customers/tibco\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/hJ9zo4QqE8eOWqwpjXBmW/027b425b4c4f86e921d5da60b8e3a05d/Tibco_Logo-color.svg\" width=\"92.981603435086\" height=\"33.52397946979291\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
"<a href=\"/customers/aaa\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/2fZFaxsiQWt8HTBqq9mOLG/df3e5f1a63dac0507434e6f0696029de/aaa.svg\" width=\"72.07765909797396\" height=\"43.24659545878438\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
"<a href=\"/customers/experian\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/21fZyLyn3st5mZN2sLq992/97964d9b3796488185176e41d4b2df77/experian.svg\" width=\"98.20167754072462\" height=\"31.74195637679988\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
"<a href=\"/customers/siemens\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/2siYIeDxnhAvs9b6DTZEtw/c527ccd3ac8fad996ff65d8df65693b6/siemens.svg\" width=\"139.9760122528933\" height=\"22.268911040233025\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
"<a href=\"/customers/billtrust\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/31hpLLkrn8HOF3vTU9hNf7/2bed792a704adae6cfe2c5e40719c6ff/billtrust.svg\" width=\"124.84216764832003\" height=\"24.968433529664008\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
"<a href=\"/customers/sage\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/CFu63Yf1Zxm3ZeZ5iHhVV/a118c36f688ed62c06cd5fb9dcef5db1/Sage_Logo_Brilliant_Green_RGB__5_.webp\" width=\"74.44148621868499\" height=\"41.873335998010305\" loading=\"lazy\" sizes=\"auto, 100vw\" srcset class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
"<a href=\"/customers/lexisnexis\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/ldctgEhYZRhADvu2iDaZk/bcf42bfac751b67b82eae313786788b2/lexis_nexis.svg\" width=\"117.9647602613172\" height=\"26.42410629853505\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
"<a href=\"/customers/baesystems\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/1oOca0qOkFiBwOb0AmgQLy/f15d463e0291fc984ffa2629fb75ff3d/bae_systems.svg\" width=\"142.34197156872114\" height=\"21.89876485672633\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
"<a href=\"/customers/harrisschoolsolutions\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/17p3SlGbrEqC0FYdTMm1ph/507492245e854518ffe93087672760ac/harris_school_solutions.svg\" width=\"98.47682988034121\" height=\"31.653266747252534\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
"<a href=\"/customers/ust-global\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/4p7XLT4zM6dM4dDJrjRxPe/1500c9165380b46f478026c22026c0d9/ust_global.svg\" width=\"53.45422263557915\" height=\"58.3136974206318\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
"<a href=\"/customers/paycor\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/1TA2rM1w5eGHYypt8QhVjk/621fe013769eaf9032a06ef0ba4e4adc/paycor.svg\" width=\"95.54417375885662\" height=\"32.624839820097385\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
"<a href=\"/customers/tibco\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/hJ9zo4QqE8eOWqwpjXBmW/027b425b4c4f86e921d5da60b8e3a05d/Tibco_Logo-color.svg\" width=\"92.981603435086\" height=\"33.52397946979291\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
"<a href=\"/customers/aaa\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/2fZFaxsiQWt8HTBqq9mOLG/df3e5f1a63dac0507434e6f0696029de/aaa.svg\" width=\"72.07765909797396\" height=\"43.24659545878438\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
"<a href=\"/customers/experian\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/21fZyLyn3st5mZN2sLq992/97964d9b3796488185176e41d4b2df77/experian.svg\" width=\"98.20167754072462\" height=\"31.74195637679988\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
"<a href=\"/customers/siemens\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/2siYIeDxnhAvs9b6DTZEtw/c527ccd3ac8fad996ff65d8df65693b6/siemens.svg\" width=\"139.9760122528933\" height=\"22.268911040233025\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
"<a href=\"/customers/billtrust\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/31hpLLkrn8HOF3vTU9hNf7/2bed792a704adae6cfe2c5e40719c6ff/billtrust.svg\" width=\"124.84216764832003\" height=\"24.968433529664008\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
"<a href=\"/customers/sage\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/CFu63Yf1Zxm3ZeZ5iHhVV/a118c36f688ed62c06cd5fb9dcef5db1/Sage_Logo_Brilliant_Green_RGB__5_.webp\" width=\"74.44148621868499\" height=\"41.873335998010305\" loading=\"lazy\" sizes=\"auto, 100vw\" srcset class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
"<a href=\"/customers/lexisnexis\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/ldctgEhYZRhADvu2iDaZk/bcf42bfac751b67b82eae313786788b2/lexis_nexis.svg\" width=\"117.9647602613172\" height=\"26.42410629853505\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
"<a href=\"/customers/baesystems\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/1oOca0qOkFiBwOb0AmgQLy/f15d463e0291fc984ffa2629fb75ff3d/bae_systems.svg\" width=\"142.34197156872114\" height=\"21.89876485672633\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
"<a href=\"/customers/harrisschoolsolutions\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/17p3SlGbrEqC0FYdTMm1ph/507492245e854518ffe93087672760ac/harris_school_solutions.svg\" width=\"98.47682988034121\" height=\"31.653266747252534\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
"<a href=\"/customers/ust-global\" class=\"no-animated-line flex-none flex\"><img src=\"https://images.ctfassets.net/4zfc07om50my/4p7XLT4zM6dM4dDJrjRxPe/1500c9165380b46f478026c22026c0d9/ust_global.svg\" width=\"53.45422263557915\" height=\"58.3136974206318\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\"></a>",
"<a href=\"/roadmaps/overview?utm_source=homepage-product\"> </a>"
],
"inaccessibleButtons": [],
"missingAutocompleteInputs": [],
"imagesMissingAlt": [
"<img src=\"https://images.ctfassets.net/4zfc07om50my/5xcAYgjXbvN5xdcnzYtqlf/b9e261a05b4b393d9fcdd34307b48a0a/dell.svg\" width=\"96.70232724127558\" height=\"32.23410908042519\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
"<img src=\"https://images.ctfassets.net/4zfc07om50my/1TA2rM1w5eGHYypt8QhVjk/621fe013769eaf9032a06ef0ba4e4adc/paycor.svg\" width=\"95.54417375885662\" height=\"32.624839820097385\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
"<img src=\"https://images.ctfassets.net/4zfc07om50my/hJ9zo4QqE8eOWqwpjXBmW/027b425b4c4f86e921d5da60b8e3a05d/Tibco_Logo-color.svg\" width=\"92.981603435086\" height=\"33.52397946979291\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
"<img src=\"https://images.ctfassets.net/4zfc07om50my/2fZFaxsiQWt8HTBqq9mOLG/df3e5f1a63dac0507434e6f0696029de/aaa.svg\" width=\"72.07765909797396\" height=\"43.24659545878438\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
"<img src=\"https://images.ctfassets.net/4zfc07om50my/21fZyLyn3st5mZN2sLq992/97964d9b3796488185176e41d4b2df77/experian.svg\" width=\"98.20167754072462\" height=\"31.74195637679988\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
"<img src=\"https://images.ctfassets.net/4zfc07om50my/2x8Gl1mXLV5cNDunFeKGCV/c999db51022c7bc109e3a6842e9420a5/blackbaud.svg\" width=\"143.0246707926984\" height=\"21.794235549363567\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
"<img src=\"https://images.ctfassets.net/4zfc07om50my/2siYIeDxnhAvs9b6DTZEtw/c527ccd3ac8fad996ff65d8df65693b6/siemens.svg\" width=\"139.9760122528933\" height=\"22.268911040233025\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
"<img src=\"https://images.ctfassets.net/4zfc07om50my/31hpLLkrn8HOF3vTU9hNf7/2bed792a704adae6cfe2c5e40719c6ff/billtrust.svg\" width=\"124.84216764832003\" height=\"24.968433529664008\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
"<img src=\"https://images.ctfassets.net/4zfc07om50my/CFu63Yf1Zxm3ZeZ5iHhVV/a118c36f688ed62c06cd5fb9dcef5db1/Sage_Logo_Brilliant_Green_RGB__5_.webp\" width=\"74.44148621868499\" height=\"41.873335998010305\" loading=\"lazy\" sizes=\"auto, 100vw\" srcset class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
"<img src=\"https://images.ctfassets.net/4zfc07om50my/ldctgEhYZRhADvu2iDaZk/bcf42bfac751b67b82eae313786788b2/lexis_nexis.svg\" width=\"117.9647602613172\" height=\"26.42410629853505\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
"<img src=\"https://images.ctfassets.net/4zfc07om50my/1oOca0qOkFiBwOb0AmgQLy/f15d463e0291fc984ffa2629fb75ff3d/bae_systems.svg\" width=\"142.34197156872114\" height=\"21.89876485672633\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
"<img src=\"https://images.ctfassets.net/4zfc07om50my/17p3SlGbrEqC0FYdTMm1ph/507492245e854518ffe93087672760ac/harris_school_solutions.svg\" width=\"98.47682988034121\" height=\"31.653266747252534\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
"<img src=\"https://images.ctfassets.net/4zfc07om50my/4p7XLT4zM6dM4dDJrjRxPe/1500c9165380b46f478026c22026c0d9/ust_global.svg\" width=\"53.45422263557915\" height=\"58.3136974206318\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
"<img src=\"https://images.ctfassets.net/4zfc07om50my/5xcAYgjXbvN5xdcnzYtqlf/b9e261a05b4b393d9fcdd34307b48a0a/dell.svg\" width=\"96.70232724127558\" height=\"32.23410908042519\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
"<img src=\"https://images.ctfassets.net/4zfc07om50my/1TA2rM1w5eGHYypt8QhVjk/621fe013769eaf9032a06ef0ba4e4adc/paycor.svg\" width=\"95.54417375885662\" height=\"32.624839820097385\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
"<img src=\"https://images.ctfassets.net/4zfc07om50my/hJ9zo4QqE8eOWqwpjXBmW/027b425b4c4f86e921d5da60b8e3a05d/Tibco_Logo-color.svg\" width=\"92.981603435086\" height=\"33.52397946979291\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
"<img src=\"https://images.ctfassets.net/4zfc07om50my/2fZFaxsiQWt8HTBqq9mOLG/df3e5f1a63dac0507434e6f0696029de/aaa.svg\" width=\"72.07765909797396\" height=\"43.24659545878438\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
"<img src=\"https://images.ctfassets.net/4zfc07om50my/21fZyLyn3st5mZN2sLq992/97964d9b3796488185176e41d4b2df77/experian.svg\" width=\"98.20167754072462\" height=\"31.74195637679988\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
"<img src=\"https://images.ctfassets.net/4zfc07om50my/2x8Gl1mXLV5cNDunFeKGCV/c999db51022c7bc109e3a6842e9420a5/blackbaud.svg\" width=\"143.0246707926984\" height=\"21.794235549363567\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
"<img src=\"https://images.ctfassets.net/4zfc07om50my/2siYIeDxnhAvs9b6DTZEtw/c527ccd3ac8fad996ff65d8df65693b6/siemens.svg\" width=\"139.9760122528933\" height=\"22.268911040233025\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
"<img src=\"https://images.ctfassets.net/4zfc07om50my/31hpLLkrn8HOF3vTU9hNf7/2bed792a704adae6cfe2c5e40719c6ff/billtrust.svg\" width=\"124.84216764832003\" height=\"24.968433529664008\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
"<img src=\"https://images.ctfassets.net/4zfc07om50my/CFu63Yf1Zxm3ZeZ5iHhVV/a118c36f688ed62c06cd5fb9dcef5db1/Sage_Logo_Brilliant_Green_RGB__5_.webp\" width=\"74.44148621868499\" height=\"41.873335998010305\" loading=\"lazy\" sizes=\"auto, 100vw\" srcset class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
"<img src=\"https://images.ctfassets.net/4zfc07om50my/ldctgEhYZRhADvu2iDaZk/bcf42bfac751b67b82eae313786788b2/lexis_nexis.svg\" width=\"117.9647602613172\" height=\"26.42410629853505\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
"<img src=\"https://images.ctfassets.net/4zfc07om50my/1oOca0qOkFiBwOb0AmgQLy/f15d463e0291fc984ffa2629fb75ff3d/bae_systems.svg\" width=\"142.34197156872114\" height=\"21.89876485672633\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
"<img src=\"https://images.ctfassets.net/4zfc07om50my/17p3SlGbrEqC0FYdTMm1ph/507492245e854518ffe93087672760ac/harris_school_solutions.svg\" width=\"98.47682988034121\" height=\"31.653266747252534\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">",
"<img src=\"https://images.ctfassets.net/4zfc07om50my/4p7XLT4zM6dM4dDJrjRxPe/1500c9165380b46f478026c22026c0d9/ust_global.svg\" width=\"53.45422263557915\" height=\"58.3136974206318\" loading=\"lazy\" class=\"flex-none transition-[filter,opacity] grayscale contrast-0 opacity-85 hover:filter-none focus:filter-none hover:opacity-100 focus:opacity-100\" data-gatsby-image-wrapper=\"true\">"
],
"skippedHeadingLevels": [
"h1: Go from product discovery to delivery with AI",
"h4: Join a weekly product demo with one of our experts",
"h2: Use the world's #1 product management software",
"h2: Create a visual roadmap",
"h2: Jump-start product discovery",
"h2: Capture customer feedback",
"h2: Explore new concepts",
"h2: Create business applications",
"h2: Connect product and engineering",
"h2: Manage project delivery",
"h2: Centralize product information",
"h2: Dare to deliver",
"h4: planning efficiency gains",
"h4: hours saved annually",
"h4: less time tracking status",
"h4: teams aligned on strategy",
"h4: consolidation of product tools",
"h4: faster reporting",
"h2: The leader in product development software",
"h3: Resources for product teams",
"h5: Aha! Builder is now available!",
"h5: Managing AI app development",
"h5: The psychology of token remorse",
"h5: Aha! wins an Edison Award",
"h5: Stop the slopware",
"h5: What is the voice of the customer?"
]
},
"counts": {
"h1": 1,
"headings": 26,
"links": 171,
"inaccessibleLinks": 23,
"buttons": 32,
"inaccessibleButtons": 0,
"images": 58,
"imagesWithAlt": 32,
"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".
Needs attention
A2A Agent Card
Issue
A2A Agent Card was not found at the expected path.
Why it matters
A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.
Check name
A2A Agent Card
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent card so A2A-compatible clients can discover capabilities.
Result
A2A Agent Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
A2A Agent Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-card.json",
"statusCode": 404,
"contentType": null,
"length": 0
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": null,
"length": 0
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": null,
"length": 0
}
]
},
"issue": "A2A Agent Card was not found at the expected path.",
"howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
Needs attention
Agent Skills index
Issue
Agent Skills index was not found at the expected path.
Why it matters
An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.
Check name
Agent Skills index
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Agent Skills index was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-skills/index.json",
"statusCode": 404,
"contentType": null,
"length": 0
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": null,
"length": 0
}
]
},
"issue": "Agent Skills index was not found at the expected path.",
"howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
Needs attention
agent.json
Issue
agent.json was not found at the expected path.
Why it matters
agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.
Check name
agent.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.
Result
agent.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agent.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent.json",
"statusCode": 404,
"contentType": null,
"length": 0
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": null,
"length": 0
}
]
},
"issue": "agent.json was not found at the expected path.",
"howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
}
]
}Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
20 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
Needs attention
agents.json
Issue
agents.json was not found at the expected path.
Why it matters
agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.
Check name
agents.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Informational
Goal
Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.
Result
agents.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agents.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agents.json",
"statusCode": 404,
"contentType": null,
"length": 0
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": null,
"length": 0
}
]
},
"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.
Needs attention
Content freshness signals
Issue
Content freshness signals are incomplete: missing Last-Modified HTTP header; missing dateModified/datePublished in JSON-LD.
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
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": 1,
"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".
Needs attention
DNS-AID Agent Discovery
Issue
No DNS-AID entrypoint records were found under _agents.
Why it matters
DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.
Check name
DNS-AID Agent Discovery
Score
25/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.
Result
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Validation steps
Resolve DNS-AID SVCB/HTTPS records
No DNS-AID entrypoint records were found under _agents.
Validate alpn and endpoint parameters
Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.
Check DNSSEC material
DNSSEC material was not visible for the hostname or parent zone from this resolver.
Evidence
{
"failedStep": "svcb-https-records",
"steps": [
{
"id": "svcb-https-records",
"title": "Resolve DNS-AID SVCB/HTTPS records",
"status": "fail",
"evidence": {
"hostname": "www.aha.io",
"probes": [
{
"name": "_index._agents.www.aha.io",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.www.aha.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.aha.io",
"dnssecTypes": [],
"dnssecRecordCount": 0
},
{
"name": "aha.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.
9 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
Needs attention
AIO: Source and trust signals
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Source and trust signals
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Source and trust signals scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "/blog",
"text": "Aha! blogGain insights on company and product building",
"html": "<a class=\"no-underline relative\" href=\"/blog\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Aha! blog</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Gain insights on company and product building</div></a>"
},
{
"href": "/blog/the-new-era-of-pm-coding-is-not-about-vibes?utm_source=mainnav",
"text": "The new era of PM codingTake a disciplined approach to building lovable software with AI.Read more →",
"html": "<a class=\"no-underline\" aria-label=\"The new era of PM coding\" href=\"/blog/the-new-era-of-pm-coding-is-not-about-vibes?utm_source=mainnav\"><img src=\"/assets/resources-obfdfq6gz.webp\" alt=\"Resources\" class=\"rounded-lg shadow-lg\" fetchpriority=\"low\"><p class=\"text-dark-800 text-base leading-tight text-pretty font-bold mt-3\">The new era of PM coding</p><p class=\"text-pint leading-normal text-gray-600 text-pretty line-clamp-3 h-auto mt-1\">Take a disciplined approach to building lovable software wi..."
},
{
"href": "/company/about",
"text": "About usLearn what makes us so different",
"html": "<a class=\"no-underline relative\" href=\"/company/about\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">About us</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Learn what makes us so different</div></a>"
},
{
"href": "/company/history",
"text": "HistoryBuilding a company that puts people first",
"html": "<a class=\"no-underline relative\" href=\"/company/history\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">History</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Building a company that puts people first</div></a>"
},
{
"href": "/company/the-responsive-method",
"text": "The Responsive MethodOur framework for business growth",
"html": "<a class=\"no-underline relative\" href=\"/company/the-responsive-method\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">The Responsive Method</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Our framework for business growth</div></a>"
},
{
"href": "/company/team",
"text": "TeamMeet the people driving our success",
"html": "<a class=\"no-underline relative\" href=\"/company/team\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Team</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Meet the people driving our success</div></a>"
},
{
"href": "/company/careers",
"text": "CareersLove your job and build what matters",
"html": "<a class=\"no-underline relative\" href=\"/company/careers\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Careers</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Love your job and build what matters</div></a>"
},
{
"href": "/company/careers/benefits",
"text": "BenefitsWe put people and profit first",
"html": "<a class=\"no-underline relative\" href=\"/company/careers/benefits\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Benefits</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">We put people and profit first</div></a>"
},
{
"href": "/company/careers/current-openings?utm_source=mainnav",
"text": "Join our Customer Success teamShape how product teams everywhere build lovable software.Apply →",
"html": "<a class=\"no-underline\" aria-label=\"Join our Customer Success team\" href=\"/company/careers/current-openings?utm_source=mainnav\"><img src=\"/assets/company-kb4vi0jws.webp\" alt=\"Company\" class=\"rounded-lg shadow-lg\" fetchpriority=\"low\"><p class=\"text-dark-800 text-base leading-tight text-pretty font-bold mt-3\">Join our Customer Success team</p><p class=\"text-pint leading-normal text-gray-600 text-pretty line-clamp-3 h-auto mt-1\">Shape how product teams everywhere build lovable software.</p><div..."
},
{
"href": "/company/contact",
"text": "Ask us anything",
"html": "<a href=\"/company/contact\" target=\"_blank\"> <strong>Ask us anything</strong></a>"
},
{
"href": "/customers/baesystems",
"text": "BAE Systems30%less time tracking status“Aha! provides a real-time ‘State of the Union’ of everything we need to know about our product portfolio.”Read more",
"html": "<a class=\"DataCard col-span-4 max-w-(--frame-item-4-col-width) shadow-frame-item hover:shadow-frame-item-hover p-6 cursor-pointer group embiggen focus-within:ring-3 focus-within:ring-sapphire-500 no-animated-line no-underline rounded-xl bg-gray-50\" data-testid=\"DataCard\" href=\"/customers/baesystems\"><span class=\"px-3 py-1 mr-2 rounded-full text-center meta-sm text-gray-900 max-w-[32ch] inline-block truncate bg-gray-200 font-medium\">BAE Systems</span><div class=\"title-0 text-sapphire-500 text-..."
},
{
"href": "/company/about",
"text": "About us",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/about\">About us</a>"
},
{
"href": "/company/history",
"text": "History",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/history\">History</a>"
},
{
"href": "/company/team",
"text": "Team",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/team\">Team</a>"
},
{
"href": "/company/careers",
"text": "Careers",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/careers\">Careers</a>"
},
{
"href": "/company/diversity",
"text": "Diversity",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/diversity\">Diversity</a>"
},
{
"href": "/company/careers/benefits",
"text": "Benefits",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/careers/benefits\">Benefits</a>"
},
{
"href": "/company/cares",
"text": "Aha! Cares",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/cares\">Aha! Cares </a>"
},
{
"href": "https://www.bootstrap.company/",
"text": "Bootstrap Movement",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"https://www.bootstrap.company/\" target=\"_blank\" rel=\"noopener noreferrer\">Bootstrap Movement</a>"
},
{
"href": "/company/contact",
"text": "Submit a note",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/contact\" target=\"_blank\">Submit a note</a>"
},
{
"href": "https://www.linkedin.com/company/aha-labs-inc-/",
"text": "Find us on Linkedin",
"html": "<a href=\"https://www.linkedin.com/company/aha-labs-inc-/\" class=\"no-underline no-animated-line leading-none transition-[filter] hover:brightness-125 focus:brightness-125\" title=\"Find us on Linkedin\"><span class=\"sr-only\">Find us on Linkedin</span><img class=\"fab size-6 object-contain\" alt src=\"/assets/linkedin-mll8zmu1u.svg\"></a>"
},
{
"href": "/blog/lets-talk-about-product-management-slopware",
"text": "Stop the slopwareProduct teams can move faster with AI. But they still need strategic thinking to avoid building \"slopware.\"Read more",
"html": "<a class=\"ImageCard w-full flex flex-col rounded-lg overflow-hidden shadow-frame-item hover:shadow-frame-item-hover no-animated-line no-underline focus-within:ring-3 focus-within:ring-sapphire-500 theme theme--white col-span-4 max-w-(--frame-item-4-col-width) cursor-pointer group embiggen\" data-testid=\"ImageCard\" href=\"/blog/lets-talk-about-product-management-slopware\"><div class=\"Image Image--homepage--resources-for-product-teams--image--slot-5\" style=\"--aspect-ratio:16 / 9\"><img src=\"https:..."
}
],
"contactLinks": [
{
"href": "/product/customer-success",
"text": "Customer successReceive expert support",
"html": "<a class=\"no-underline relative\" href=\"/product/customer-success\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Customer success</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Receive expert support</div></a>"
},
{
"href": "/blog/introducing-the-ai-prompt-library-for-product-development-teams?utm_source=mainnav",
"text": "AI prompts built for product teamsFrom user interviews to feature specs — get help at every step.Learn more →",
"html": "<a class=\"no-underline\" aria-label=\"AI prompts built for product teams\" href=\"/blog/introducing-the-ai-prompt-library-for-product-development-teams?utm_source=mainnav\"><img src=\"/assets/solutions-nkfru88yx.webp\" alt=\"Solutions\" class=\"rounded-lg shadow-lg\" fetchpriority=\"low\"><p class=\"text-dark-800 text-base leading-tight text-pretty font-bold mt-3\">AI prompts built for product teams</p><p class=\"text-pint leading-normal text-gray-600 text-pretty line-clamp-3 h-auto mt-1\">From user interview..."
},
{
"href": "/support",
"text": "Support knowledge baseRead step-by-step guidance on Aha! products",
"html": "<a class=\"no-underline relative\" href=\"/support\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Support knowledge base</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Read step-by-step guidance on Aha! products</div></a>"
},
{
"href": "/support/videos",
"text": "How-to videosSee best practices for using the Aha! suite",
"html": "<a class=\"no-underline relative\" href=\"/support/videos\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">How-to videos</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">See best practices for using the Aha! suite</div></a>"
},
{
"href": "/company/contact",
"text": "Ask us anything",
"html": "<a href=\"/company/contact\" target=\"_blank\"> <strong>Ask us anything</strong></a>"
},
{
"href": "/customers/simplelegal",
"text": "SimpleLegal5:1consolidation of product tools“We are far more empathetic to our customers’ needs. Aha! helps us crystalize their real pain points.”Read more",
"html": "<a class=\"DataCard col-span-4 max-w-(--frame-item-4-col-width) shadow-frame-item hover:shadow-frame-item-hover p-6 cursor-pointer group embiggen focus-within:ring-3 focus-within:ring-sapphire-500 no-animated-line no-underline rounded-xl bg-gray-50\" data-testid=\"DataCard\" href=\"/customers/simplelegal\"><span class=\"px-3 py-1 mr-2 rounded-full text-center meta-sm text-gray-900 max-w-[32ch] inline-block truncate bg-gray-200 font-medium\">SimpleLegal</span><div class=\"title-0 text-sapphire-500 text..."
},
{
"href": "/support/videos",
"text": "How-to videos",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/support/videos\">How-to videos</a>"
},
{
"href": "/support",
"text": "Support knowledge base",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/support\">Support knowledge base</a>"
},
{
"href": "/company/contact",
"text": "Submit a note",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/contact\" target=\"_blank\">Submit a note</a>"
},
{
"href": "mailto:[email protected]",
"text": "Email [email protected]",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"mailto:[email protected]\">Email [email protected]</a>"
},
{
"href": "/blog/aha-wins-bronze-edison-award-breakthrough-product-discovery-offering",
"text": "Aha! wins an Edison AwardAha! Discovery won a bronze Edison Award for helping turn customer feedback into actionable insightsRead more",
"html": "<a class=\"ImageCard w-full flex flex-col rounded-lg overflow-hidden shadow-frame-item hover:shadow-frame-item-hover no-animated-line no-underline focus-within:ring-3 focus-within:ring-sapphire-500 theme theme--white col-span-4 max-w-(--frame-item-4-col-width) cursor-pointer group embiggen\" data-testid=\"ImageCard\" href=\"/blog/aha-wins-bronze-edison-award-breakthrough-product-discovery-offering\"><div class=\"Image Image--homepage--resources-for-product-teams--image--slot-4\" style=\"--aspect-ratio..."
}
],
"privacyLinks": [
{
"href": "/roadmapping/guide/dictionary",
"text": "Product dictionaryGet familiar with product development terms",
"html": "<a class=\"no-underline relative\" href=\"/roadmapping/guide/dictionary\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Product dictionary</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Get familiar with product development terms</div></a>"
},
{
"href": "/legal/privacy_policy",
"text": "Privacy policy",
"html": "<a class=\"text-inherit\" href=\"/legal/privacy_policy\">Privacy policy</a>"
},
{
"href": "/legal/terms_of_service",
"text": "Terms of service",
"html": "<a class=\"text-inherit\" href=\"/legal/terms_of_service\">Terms of service</a>"
}
],
"score": 40,
"weight": 20
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery has a validation warning at "Check machine-usable API details".
9 Warning
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery has a validation warning at "Check machine-usable API details".
Needs attention
OpenAPI discovery
Issue
OpenAPI is valid, but missing schemas, parameters, servers, or security details reduce machine usability.
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
83/100
Status
warning
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery has a validation warning at "Check machine-usable API details".
Validation steps
Check machine-usable API details
OpenAPI is valid, but missing schemas, parameters, servers, or security details reduce machine usability.
Evidence
{
"failedStep": "machine-usable-detail",
"steps": [
{
"id": "fetch",
"title": "Fetch OpenAPI document",
"status": "pass",
"evidence": {
"found": "/openapi.json",
"statusCode": 200,
"contentType": "application/json"
}
},
{
"id": "validate",
"title": "Validate baseline OpenAPI structure",
"status": "pass",
"evidence": {
"valid": true,
"compatibleContentType": true,
"format": "json",
"version": "3.1.0",
"pathCount": 198,
"operationCount": 300,
"operationWarnings": [
{
"path": "/api/v1/account_backups",
"method": "post",
"field": "requestBody",
"issue": "Mutating operation has no requestBody schema."
},
{
"path": "/api/v1/account_backups/{id}.tgz",
"method": "get",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/attachments/{attachment_id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/comments/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/products/{product_id}/competitors/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/products/{product_id}/creative_briefs/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/features/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/requirements/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/ideas/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/custom_object_records/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/deletions/{id}/restore",
"method": "post",
"field": "requestBody",
"issue": "Mutating operation has no requestBody schema."
},
{
"path": "/api/v1/epics/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/features/{id}/convert_to_epic",
"method": "post",
"field": "requestBody",
"issue": "Mutating operation has no requestBody schema."
},
{
"path": "/api/v1/ideas/{idea_id}/idea_comments/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/ideas/{idea_id}/endorsements/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/idea_organizations/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/ideas/{idea_id}/subscriptions/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/idea_users/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/products/{product_id}/initiatives/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/integration_fields/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/key_results/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/pages/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/products/{product_id}/personas/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/idea_portals/{idea_portal_id}/portal_users/{portal_user_id}/portal_user_subscriptions/subscribe_to_all",
"method": "post",
"field": "requestBody",
"issue": "Mutating operation has no requestBody schema."
},
{
"path": "/api/v1/idea_portals/{idea_portal_id}/portal_users/{portal_user_id}/portal_user_subscriptions/subscribe_to_all",
"method": "post",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/idea_portals/{idea_portal_id}/portal_users/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/record_links/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/{record_type}/{id}/record_links",
"method": "post",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/release_phases/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/releases/{id}/duplicate",
"method": "post",
"field": "requestBody",
"issue": "Mutating operation has no requestBody schema."
},
{
"path": "/api/v1/products/{product_id}/releases/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/requirements/{id}/convert_to_feature",
"method": "post",
"field": "requestBody",
"issue": "Mutating operation has no requestBody schema."
},
{
"path": "/api/v1/schedulable_changes/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/products/{product_id}/goals/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/tasks/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/team_members/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/teams/{team_id}/team_memberships",
"method": "post",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/teams/{team_id}/team_memberships/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/teams/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/time_tracking_events/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/users/{id}/product_roles/{product_id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/users/{id}/user_roles/{product_id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/webhooks/{token}",
"method": "post",
"field": "requestBody",
"issue": "Mutating operation has no requestBody schema."
},
{
"path": "/api/v1/webhooks/{token}",
"method": "post",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/webhooks/{token}",
"method": "get",
"field": "responses",
"issue": "No response schema declared."
}
],
"hasServers": true,
"hasSecuritySchemes": true,
"hasExplicitNoAuth": false,
"rawExcerpt": "{\n \"openapi\": \"3.1.0\",\n \"info\": {\n \"title\": \"Aha! API\",\n \"version\": \"1.0.0\",\n \"description\": \"Complete API documentation for Aha! generated from actual test responses\",\n \"contact\": {\n \"name\": \"Aha! Support\",\n \"url\": \"https://www.aha.io/support\"\n }\n },\n \"servers\": [\n {\n \"url\": \"https://{account-domain}.aha.io/api/v1\",\n \"description\": \"Aha! API Server\",\n \"variables\": {\n \"account-domain\": {\n \"description\": \"Your Aha! account domain\",\n \"default\": \"company\"\n }\n }\n }\n ],\n \"components\": {\n \"schemas\": {\n \"AccountbackupsGetResponse\": {\n \"type\": \"object\",\n \"properties\": {\n \"account_backup\": {\n \"type\": \"object\",\n \"properties\": {\n \"id\": {\n "
}
},
{
"id": "machine-usable-detail",
"title": "Check machine-usable API details",
"status": "warning",
"evidence": {
"warningCount": 45,
"warnings": [
{
"path": "/api/v1/account_backups",
"method": "post",
"field": "requestBody",
"issue": "Mutating operation has no requestBody schema."
},
{
"path": "/api/v1/account_backups/{id}.tgz",
"method": "get",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/attachments/{attachment_id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/comments/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/products/{product_id}/competitors/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/products/{product_id}/creative_briefs/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/features/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/requirements/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/ideas/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/custom_object_records/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/deletions/{id}/restore",
"method": "post",
"field": "requestBody",
"issue": "Mutating operation has no requestBody schema."
},
{
"path": "/api/v1/epics/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/features/{id}/convert_to_epic",
"method": "post",
"field": "requestBody",
"issue": "Mutating operation has no requestBody schema."
},
{
"path": "/api/v1/ideas/{idea_id}/idea_comments/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/ideas/{idea_id}/endorsements/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/idea_organizations/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/ideas/{idea_id}/subscriptions/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/idea_users/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/products/{product_id}/initiatives/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
},
{
"path": "/api/v1/integration_fields/{id}",
"method": "delete",
"field": "responses",
"issue": "No response schema declared."
}
],
"hasServers": true,
"hasSecuritySchemes": true,
"hasExplicitNoAuth": false
},
"issue": "OpenAPI is valid, but missing schemas, parameters, servers, or security details reduce machine usability.",
"howToFix": "Add servers, parameters, request bodies, response schemas, and security or explicit no-auth declarations where they apply."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
6 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Needs attention
AEO: Answer evidence and trust
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer evidence and trust
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "/blog",
"text": "Aha! blogGain insights on company and product building",
"html": "<a class=\"no-underline relative\" href=\"/blog\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Aha! blog</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Gain insights on company and product building</div></a>"
},
{
"href": "/blog/the-new-era-of-pm-coding-is-not-about-vibes?utm_source=mainnav",
"text": "The new era of PM codingTake a disciplined approach to building lovable software with AI.Read more →",
"html": "<a class=\"no-underline\" aria-label=\"The new era of PM coding\" href=\"/blog/the-new-era-of-pm-coding-is-not-about-vibes?utm_source=mainnav\"><img src=\"/assets/resources-obfdfq6gz.webp\" alt=\"Resources\" class=\"rounded-lg shadow-lg\" fetchpriority=\"low\"><p class=\"text-dark-800 text-base leading-tight text-pretty font-bold mt-3\">The new era of PM coding</p><p class=\"text-pint leading-normal text-gray-600 text-pretty line-clamp-3 h-auto mt-1\">Take a disciplined approach to building lovable software wi..."
},
{
"href": "/company/about",
"text": "About usLearn what makes us so different",
"html": "<a class=\"no-underline relative\" href=\"/company/about\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">About us</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Learn what makes us so different</div></a>"
},
{
"href": "/company/history",
"text": "HistoryBuilding a company that puts people first",
"html": "<a class=\"no-underline relative\" href=\"/company/history\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">History</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Building a company that puts people first</div></a>"
},
{
"href": "/company/the-responsive-method",
"text": "The Responsive MethodOur framework for business growth",
"html": "<a class=\"no-underline relative\" href=\"/company/the-responsive-method\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">The Responsive Method</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Our framework for business growth</div></a>"
},
{
"href": "/company/team",
"text": "TeamMeet the people driving our success",
"html": "<a class=\"no-underline relative\" href=\"/company/team\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Team</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Meet the people driving our success</div></a>"
},
{
"href": "/company/careers",
"text": "CareersLove your job and build what matters",
"html": "<a class=\"no-underline relative\" href=\"/company/careers\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Careers</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Love your job and build what matters</div></a>"
},
{
"href": "/company/careers/benefits",
"text": "BenefitsWe put people and profit first",
"html": "<a class=\"no-underline relative\" href=\"/company/careers/benefits\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Benefits</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">We put people and profit first</div></a>"
},
{
"href": "/company/careers/current-openings?utm_source=mainnav",
"text": "Join our Customer Success teamShape how product teams everywhere build lovable software.Apply →",
"html": "<a class=\"no-underline\" aria-label=\"Join our Customer Success team\" href=\"/company/careers/current-openings?utm_source=mainnav\"><img src=\"/assets/company-kb4vi0jws.webp\" alt=\"Company\" class=\"rounded-lg shadow-lg\" fetchpriority=\"low\"><p class=\"text-dark-800 text-base leading-tight text-pretty font-bold mt-3\">Join our Customer Success team</p><p class=\"text-pint leading-normal text-gray-600 text-pretty line-clamp-3 h-auto mt-1\">Shape how product teams everywhere build lovable software.</p><div..."
},
{
"href": "/company/contact",
"text": "Ask us anything",
"html": "<a href=\"/company/contact\" target=\"_blank\"> <strong>Ask us anything</strong></a>"
},
{
"href": "/customers/baesystems",
"text": "BAE Systems30%less time tracking status“Aha! provides a real-time ‘State of the Union’ of everything we need to know about our product portfolio.”Read more",
"html": "<a class=\"DataCard col-span-4 max-w-(--frame-item-4-col-width) shadow-frame-item hover:shadow-frame-item-hover p-6 cursor-pointer group embiggen focus-within:ring-3 focus-within:ring-sapphire-500 no-animated-line no-underline rounded-xl bg-gray-50\" data-testid=\"DataCard\" href=\"/customers/baesystems\"><span class=\"px-3 py-1 mr-2 rounded-full text-center meta-sm text-gray-900 max-w-[32ch] inline-block truncate bg-gray-200 font-medium\">BAE Systems</span><div class=\"title-0 text-sapphire-500 text-..."
},
{
"href": "/company/about",
"text": "About us",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/about\">About us</a>"
},
{
"href": "/company/history",
"text": "History",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/history\">History</a>"
},
{
"href": "/company/team",
"text": "Team",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/team\">Team</a>"
},
{
"href": "/company/careers",
"text": "Careers",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/careers\">Careers</a>"
},
{
"href": "/company/diversity",
"text": "Diversity",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/diversity\">Diversity</a>"
},
{
"href": "/company/careers/benefits",
"text": "Benefits",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/careers/benefits\">Benefits</a>"
},
{
"href": "/company/cares",
"text": "Aha! Cares",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/cares\">Aha! Cares </a>"
},
{
"href": "https://www.bootstrap.company/",
"text": "Bootstrap Movement",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"https://www.bootstrap.company/\" target=\"_blank\" rel=\"noopener noreferrer\">Bootstrap Movement</a>"
},
{
"href": "/company/contact",
"text": "Submit a note",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/contact\" target=\"_blank\">Submit a note</a>"
},
{
"href": "https://www.linkedin.com/company/aha-labs-inc-/",
"text": "Find us on Linkedin",
"html": "<a href=\"https://www.linkedin.com/company/aha-labs-inc-/\" class=\"no-underline no-animated-line leading-none transition-[filter] hover:brightness-125 focus:brightness-125\" title=\"Find us on Linkedin\"><span class=\"sr-only\">Find us on Linkedin</span><img class=\"fab size-6 object-contain\" alt src=\"/assets/linkedin-mll8zmu1u.svg\"></a>"
},
{
"href": "/blog/lets-talk-about-product-management-slopware",
"text": "Stop the slopwareProduct teams can move faster with AI. But they still need strategic thinking to avoid building \"slopware.\"Read more",
"html": "<a class=\"ImageCard w-full flex flex-col rounded-lg overflow-hidden shadow-frame-item hover:shadow-frame-item-hover no-animated-line no-underline focus-within:ring-3 focus-within:ring-sapphire-500 theme theme--white col-span-4 max-w-(--frame-item-4-col-width) cursor-pointer group embiggen\" data-testid=\"ImageCard\" href=\"/blog/lets-talk-about-product-management-slopware\"><div class=\"Image Image--homepage--resources-for-product-teams--image--slot-5\" style=\"--aspect-ratio:16 / 9\"><img src=\"https:..."
}
],
"contactLinks": [
{
"href": "/product/customer-success",
"text": "Customer successReceive expert support",
"html": "<a class=\"no-underline relative\" href=\"/product/customer-success\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Customer success</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Receive expert support</div></a>"
},
{
"href": "/blog/introducing-the-ai-prompt-library-for-product-development-teams?utm_source=mainnav",
"text": "AI prompts built for product teamsFrom user interviews to feature specs — get help at every step.Learn more →",
"html": "<a class=\"no-underline\" aria-label=\"AI prompts built for product teams\" href=\"/blog/introducing-the-ai-prompt-library-for-product-development-teams?utm_source=mainnav\"><img src=\"/assets/solutions-nkfru88yx.webp\" alt=\"Solutions\" class=\"rounded-lg shadow-lg\" fetchpriority=\"low\"><p class=\"text-dark-800 text-base leading-tight text-pretty font-bold mt-3\">AI prompts built for product teams</p><p class=\"text-pint leading-normal text-gray-600 text-pretty line-clamp-3 h-auto mt-1\">From user interview..."
},
{
"href": "/support",
"text": "Support knowledge baseRead step-by-step guidance on Aha! products",
"html": "<a class=\"no-underline relative\" href=\"/support\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Support knowledge base</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Read step-by-step guidance on Aha! products</div></a>"
},
{
"href": "/support/videos",
"text": "How-to videosSee best practices for using the Aha! suite",
"html": "<a class=\"no-underline relative\" href=\"/support/videos\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">How-to videos</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">See best practices for using the Aha! suite</div></a>"
},
{
"href": "/company/contact",
"text": "Ask us anything",
"html": "<a href=\"/company/contact\" target=\"_blank\"> <strong>Ask us anything</strong></a>"
},
{
"href": "/customers/simplelegal",
"text": "SimpleLegal5:1consolidation of product tools“We are far more empathetic to our customers’ needs. Aha! helps us crystalize their real pain points.”Read more",
"html": "<a class=\"DataCard col-span-4 max-w-(--frame-item-4-col-width) shadow-frame-item hover:shadow-frame-item-hover p-6 cursor-pointer group embiggen focus-within:ring-3 focus-within:ring-sapphire-500 no-animated-line no-underline rounded-xl bg-gray-50\" data-testid=\"DataCard\" href=\"/customers/simplelegal\"><span class=\"px-3 py-1 mr-2 rounded-full text-center meta-sm text-gray-900 max-w-[32ch] inline-block truncate bg-gray-200 font-medium\">SimpleLegal</span><div class=\"title-0 text-sapphire-500 text..."
},
{
"href": "/support/videos",
"text": "How-to videos",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/support/videos\">How-to videos</a>"
},
{
"href": "/support",
"text": "Support knowledge base",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/support\">Support knowledge base</a>"
},
{
"href": "/company/contact",
"text": "Submit a note",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"/company/contact\" target=\"_blank\">Submit a note</a>"
},
{
"href": "mailto:[email protected]",
"text": "Email [email protected]",
"html": "<a class=\"leading-8 lg:leading-3 animated-line theme font-inter\" href=\"mailto:[email protected]\">Email [email protected]</a>"
},
{
"href": "/blog/aha-wins-bronze-edison-award-breakthrough-product-discovery-offering",
"text": "Aha! wins an Edison AwardAha! Discovery won a bronze Edison Award for helping turn customer feedback into actionable insightsRead more",
"html": "<a class=\"ImageCard w-full flex flex-col rounded-lg overflow-hidden shadow-frame-item hover:shadow-frame-item-hover no-animated-line no-underline focus-within:ring-3 focus-within:ring-sapphire-500 theme theme--white col-span-4 max-w-(--frame-item-4-col-width) cursor-pointer group embiggen\" data-testid=\"ImageCard\" href=\"/blog/aha-wins-bronze-edison-award-breakthrough-product-discovery-offering\"><div class=\"Image Image--homepage--resources-for-product-teams--image--slot-4\" style=\"--aspect-ratio..."
}
],
"privacyLinks": [
{
"href": "/roadmapping/guide/dictionary",
"text": "Product dictionaryGet familiar with product development terms",
"html": "<a class=\"no-underline relative\" href=\"/roadmapping/guide/dictionary\"><div class=\"text-dark-800 pl-8 md:pl-0 md:font-semibold line-clamp-1 flex items-baseline gap-2 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Product dictionary</div><div class=\"hidden font-inter leading-relaxed md:block text-pint text-gray-600 line-clamp-1 group-hover/megamenuitem:text-sapphire-500 ease-in-out duration-300\">Get familiar with product development terms</div></a>"
},
{
"href": "/legal/privacy_policy",
"text": "Privacy policy",
"html": "<a class=\"text-inherit\" href=\"/legal/privacy_policy\">Privacy policy</a>"
},
{
"href": "/legal/terms_of_service",
"text": "Terms of service",
"html": "<a class=\"text-inherit\" href=\"/legal/terms_of_service\">Terms of service</a>"
}
],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
5 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
Needs attention
AEO: Answer-first sections
Issue
12 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer-first sections
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer-first sections scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 12,
"passing": 0,
"failing": [
{
"heading": "Use the world's #1 product management software",
"headingHtml": "<h2 style=\"text-align:center\" id=\"use-the-worlds-1-product-management-software\" class>Use the world's #1 product management software</h2>",
"firstParagraph": "A complete suite of tools — with a powerful AI assistant — to quickly deliver what customers value",
"paragraphHtml": "<p style=\"text-align:center\" class=\"subheading-one\"><span>A complete suite of tools — with a powerful AI assistant — to quickly deliver what customers value </span></p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Create a visual roadmap",
"headingHtml": "<h2 id=\"create-a-visual-roadmap\" class>Create a visual roadmap</h2>",
"firstParagraph": "Build what customers love — set brilliant strategy, prioritize features, and share visual plans.",
"paragraphHtml": "<p>Build what customers love — set brilliant strategy, prioritize features, and share visual plans. </p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "Jump-start product discovery",
"headingHtml": "<h2 id=\"jump-start-product-discovery\" class>Jump-start product discovery </h2>",
"firstParagraph": "Create a research center — centralize customer interviews, uncover learnings, and link insights to roadmap plans.",
"paragraphHtml": "<p>Create a research center — centralize customer interviews, uncover learnings, and link insights to roadmap plans. </p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Capture customer feedback",
"headingHtml": "<h2 id=\"capture-customer-feedback\" class>Capture customer feedback</h2>",
"firstParagraph": "Streamline idea management — collect user requests, track voting trends, and prioritize what drives revenue.",
"paragraphHtml": "<p>Streamline idea management — collect user requests, track voting trends, and prioritize what drives revenue. </p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Explore new concepts",
"headingHtml": "<h2 style=\"text-align:left\" id=\"explore-new-concepts\" class>Explore new concepts</h2>",
"firstParagraph": "Unleash your creativity — diagram new concepts, create wireframes, and collaborate on early plans with the team.",
"paragraphHtml": "<p style=\"text-align:left\">Unleash your creativity — diagram new concepts, create wireframes, and collaborate on early plans with the team.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Create business applications",
"headingHtml": "<h2 id=\"create-business-applications\" class>Create business applications </h2>",
"firstParagraph": "Become a builder — product managers can now develop prototypes and trusted internal tools in less than an hour.",
"paragraphHtml": "<p>Become a builder — product managers can now develop prototypes and trusted internal tools in less than an hour. </p>",
"words": 18,
"direct": false,
"issue": "First paragraph is 18 words and does not look like a concise direct answer."
},
{
"heading": "Connect product and engineering",
"headingHtml": "<h2 id=\"connect-product-and-engineering\" class>Connect product and engineering</h2>",
"firstParagraph": "Manage software development — view the roadmap, optimize workload, and ship more joyfully.",
"paragraphHtml": "<p>Manage software development — view the roadmap, optimize workload, and ship more joyfully. </p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Manage project delivery",
"headingHtml": "<h2 id=\"manage-project-delivery\" class>Manage project delivery</h2>",
"firstParagraph": "Keep teams aligned with strategic goals — complete all tasks, streamline workflows, and increase visibility.",
"paragraphHtml": "<p>Keep teams aligned with strategic goals — complete all tasks, streamline workflows, and increase visibility. </p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Centralize product information",
"headingHtml": "<h2 style=\"text-align:left\" id=\"centralize-product-information\" class>Centralize product information</h2>",
"firstParagraph": "Set up self-serve knowledge bases — share product information, documentation, and user manuals.",
"paragraphHtml": "<p>Set up self-serve knowledge bases — share product information, documentation, and user manuals.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Dare to deliver",
"headingHtml": "<h2 class=\" text-sapphire-900 mb-4\">Dare to deliver</h2>",
"firstParagraph": "“Aha! transformed the way we work — from capturing customer ideas to sharing product roadmaps.”",
"paragraphHtml": "<p class=\"line-clamp-6 text-sapphire-900\">“Aha! transformed the way we work — from capturing customer ideas to sharing product roadmaps.”</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "The leader in product development software",
"headingHtml": "<h2 class=\"title-3! !lg:title-2 text-center mb-12 lg:mb-16\">The leader in product development software</h2>",
"firstParagraph": "Trending",
"paragraphHtml": "<p class=\"meta-lg\"><span>Trending</span></p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Resources for product teams",
"headingHtml": "<h3 id=\"resources-for-product-teams\" class>Resources for product teams </h3>",
"firstParagraph": "Advice, product updates, and resources to help you be your best",
"paragraphHtml": "<p class=\"subheading-one\"><span>Advice, product updates, and resources to help you be your best</span></p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 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.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
Needs attention
AEO: Question-led structure
Issue
No question-led h2 sections or FAQ pattern was detected.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: 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": 11,
"questionH2s": [],
"hasFaq": false,
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
Needs attention
GEO: Explanatory content depth
Issue
No substantial explanatory paragraphs were found.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Explanatory content depth
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Explanatory content depth scored 75/100 and needs improvement.
Evidence
{
"candidatePassages": 1,
"citablePassages": 0,
"failingCandidateParagraphs": [],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
Needs attention
GEO: Extraction-friendly structure
Issue
Missing extraction signals: optional top summary / TL;DR / key takeaways block, table with <thead> only if the page already has tabular/comparative data, ordered list only if the page explains a workflow/process, optional visible FAQ or FAQPage schema.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Extraction-friendly structure
Score
85/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
Evidence
{
"hasSummary": false,
"tableCount": 0,
"tablesWithHead": 0,
"tablesMissingThead": [],
"orderedLists": 0,
"hasFaq": false,
"definitionPatterns": 3,
"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",
"optional visible FAQ or FAQPage schema"
],
"score": 85,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
Needs attention
AIO: Answer block readiness
Issue
12 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Answer block readiness
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Answer block readiness scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 12,
"passing": 0,
"failing": [
{
"heading": "Use the world's #1 product management software",
"headingHtml": "<h2 style=\"text-align:center\" id=\"use-the-worlds-1-product-management-software\" class>Use the world's #1 product management software</h2>",
"firstParagraph": "A complete suite of tools — with a powerful AI assistant — to quickly deliver what customers value",
"paragraphHtml": "<p style=\"text-align:center\" class=\"subheading-one\"><span>A complete suite of tools — with a powerful AI assistant — to quickly deliver what customers value </span></p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Create a visual roadmap",
"headingHtml": "<h2 id=\"create-a-visual-roadmap\" class>Create a visual roadmap</h2>",
"firstParagraph": "Build what customers love — set brilliant strategy, prioritize features, and share visual plans.",
"paragraphHtml": "<p>Build what customers love — set brilliant strategy, prioritize features, and share visual plans. </p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "Jump-start product discovery",
"headingHtml": "<h2 id=\"jump-start-product-discovery\" class>Jump-start product discovery </h2>",
"firstParagraph": "Create a research center — centralize customer interviews, uncover learnings, and link insights to roadmap plans.",
"paragraphHtml": "<p>Create a research center — centralize customer interviews, uncover learnings, and link insights to roadmap plans. </p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Capture customer feedback",
"headingHtml": "<h2 id=\"capture-customer-feedback\" class>Capture customer feedback</h2>",
"firstParagraph": "Streamline idea management — collect user requests, track voting trends, and prioritize what drives revenue.",
"paragraphHtml": "<p>Streamline idea management — collect user requests, track voting trends, and prioritize what drives revenue. </p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Explore new concepts",
"headingHtml": "<h2 style=\"text-align:left\" id=\"explore-new-concepts\" class>Explore new concepts</h2>",
"firstParagraph": "Unleash your creativity — diagram new concepts, create wireframes, and collaborate on early plans with the team.",
"paragraphHtml": "<p style=\"text-align:left\">Unleash your creativity — diagram new concepts, create wireframes, and collaborate on early plans with the team.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Create business applications",
"headingHtml": "<h2 id=\"create-business-applications\" class>Create business applications </h2>",
"firstParagraph": "Become a builder — product managers can now develop prototypes and trusted internal tools in less than an hour.",
"paragraphHtml": "<p>Become a builder — product managers can now develop prototypes and trusted internal tools in less than an hour. </p>",
"words": 18,
"direct": false,
"issue": "First paragraph is 18 words and does not look like a concise direct answer."
},
{
"heading": "Connect product and engineering",
"headingHtml": "<h2 id=\"connect-product-and-engineering\" class>Connect product and engineering</h2>",
"firstParagraph": "Manage software development — view the roadmap, optimize workload, and ship more joyfully.",
"paragraphHtml": "<p>Manage software development — view the roadmap, optimize workload, and ship more joyfully. </p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Manage project delivery",
"headingHtml": "<h2 id=\"manage-project-delivery\" class>Manage project delivery</h2>",
"firstParagraph": "Keep teams aligned with strategic goals — complete all tasks, streamline workflows, and increase visibility.",
"paragraphHtml": "<p>Keep teams aligned with strategic goals — complete all tasks, streamline workflows, and increase visibility. </p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Centralize product information",
"headingHtml": "<h2 style=\"text-align:left\" id=\"centralize-product-information\" class>Centralize product information</h2>",
"firstParagraph": "Set up self-serve knowledge bases — share product information, documentation, and user manuals.",
"paragraphHtml": "<p>Set up self-serve knowledge bases — share product information, documentation, and user manuals.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Dare to deliver",
"headingHtml": "<h2 class=\" text-sapphire-900 mb-4\">Dare to deliver</h2>",
"firstParagraph": "“Aha! transformed the way we work — from capturing customer ideas to sharing product roadmaps.”",
"paragraphHtml": "<p class=\"line-clamp-6 text-sapphire-900\">“Aha! transformed the way we work — from capturing customer ideas to sharing product roadmaps.”</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "The leader in product development software",
"headingHtml": "<h2 class=\"title-3! !lg:title-2 text-center mb-12 lg:mb-16\">The leader in product development software</h2>",
"firstParagraph": "Trending",
"paragraphHtml": "<p class=\"meta-lg\"><span>Trending</span></p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "Resources for product teams",
"headingHtml": "<h3 id=\"resources-for-product-teams\" class>Resources for product teams </h3>",
"firstParagraph": "Advice, product updates, and resources to help you be your best",
"paragraphHtml": "<p class=\"subheading-one\"><span>Advice, product updates, and resources to help you be your best</span></p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
Needs attention
AIO: Page experience for AIO
Issue
23 image(s) are missing width/height attributes.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
80/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Page experience for AIO scored 80/100 and needs improvement.
Evidence
{
"viewportContent": "width=device-width, initial-scale=1, shrink-to-fit=no",
"visibleWords": 1215,
"htmlBytes": 265189,
"imagesMissingDimensions": [
{
"src": "/assets/now-available-ba327dtg0.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/assets/now-available-ba327dtg0.png\" alt=\"Now available\" class=\"flex-none drop-shadow-lg hidden w-32 min-[460px]:block min-[520px]:w-44\" fetchpriority=\"high\">"
},
{
"src": "/assets/builder-brandmark-exewlt2ae.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/assets/builder-brandmark-exewlt2ae.png\" alt class=\"hidden lg:block w-20\">"
},
{
"src": "/assets/products-nd6l9n2oa.webp",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/assets/products-nd6l9n2oa.webp\" alt=\"Products\" class fetchpriority=\"low\">"
},
{
"src": "/assets/solutions-nkfru88yx.webp",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/assets/solutions-nkfru88yx.webp\" alt=\"Solutions\" class=\"rounded-lg shadow-lg\" fetchpriority=\"low\">"
},
{
"src": "/assets/resources-obfdfq6gz.webp",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/assets/resources-obfdfq6gz.webp\" alt=\"Resources\" class=\"rounded-lg shadow-lg\" fetchpriority=\"low\">"
},
{
"src": "/assets/company-kb4vi0jws.webp",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/assets/company-kb4vi0jws.webp\" alt=\"Company\" class=\"rounded-lg shadow-lg\" fetchpriority=\"low\">"
},
{
"src": "/assets/roadmaps-horizontal-iyhlvo9ry.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/assets/roadmaps-horizontal-iyhlvo9ry.svg\" alt=\"Aha! roadmaps logo\" class=\"ProductLogo mb-2\" style=\"height:1.25rem\" data-testid=\"ProductLogo\">"
},
{
"src": "https://images.ctfassets.net/4zfc07om50my/2plBdgyXfk24suD4iEC7nk/f6427649877a9b6ad2d72bb2dea27df8/Discovery_sidekick_preload_v2.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://images.ctfassets.net/4zfc07om50my/2plBdgyXfk24suD4iEC7nk/f6427649877a9b6ad2d72bb2dea27df8/Discovery_sidekick_preload_v2.svg\" alt class=\"w-full h-full pointer-events-none\">"
},
{
"src": "/assets/discovery-horizontal-mgey3bdz1.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/assets/discovery-horizontal-mgey3bdz1.svg\" alt=\"Aha! discovery logo\" class=\"ProductLogo mb-2\" style=\"height:1.25rem\" data-testid=\"ProductLogo\">"
},
{
"src": "/assets/ideas-horizontal-fhef16eua.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/assets/ideas-horizontal-fhef16eua.svg\" alt=\"Aha! ideas logo\" class=\"ProductLogo mb-2\" style=\"height:1.25rem\" data-testid=\"ProductLogo\">"
},
{
"src": "/assets/whiteboards-horizontal-m18xpsm2o.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/assets/whiteboards-horizontal-m18xpsm2o.svg\" alt=\"Aha! whiteboards logo\" class=\"ProductLogo mb-2\" style=\"height:1.25rem\" data-testid=\"ProductLogo\">"
},
{
"src": "/assets/builder-horizontal-ds81ova5e.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/assets/builder-horizontal-ds81ova5e.svg\" alt=\"Aha! builder logo\" class=\"ProductLogo mb-2\" style=\"height:1.25rem\" data-testid=\"ProductLogo\">"
},
{
"src": "/assets/develop-horizontal-fxuq1n1be.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/assets/develop-horizontal-fxuq1n1be.svg\" alt=\"Aha! develop logo\" class=\"ProductLogo mb-2\" style=\"height:1.25rem\" data-testid=\"ProductLogo\">"
},
{
"src": "https://images.ctfassets.net/4zfc07om50my/Wnv31HV1rInxLSFhyCfgj/8fce56876d8673dbaad4205e1a6c25f5/Teamwork_sidekick_preload_v3.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"https://images.ctfassets.net/4zfc07om50my/Wnv31HV1rInxLSFhyCfgj/8fce56876d8673dbaad4205e1a6c25f5/Teamwork_sidekick_preload_v3.svg\" alt class=\"w-full h-full pointer-events-none\">"
},
{
"src": "/assets/teamwork-horizontal-h14b5gkbl.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/assets/teamwork-horizontal-h14b5gkbl.svg\" alt=\"Aha! teamwork logo\" class=\"ProductLogo mb-2\" style=\"height:1.25rem\" data-testid=\"ProductLogo\">"
},
{
"src": "/assets/knowledge-horizontal-bv8jiz7ow.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/assets/knowledge-horizontal-bv8jiz7ow.svg\" alt=\"Aha! knowledge logo\" class=\"ProductLogo mb-2\" style=\"height:1.25rem\" data-testid=\"ProductLogo\">"
},
{
"src": "/assets/fred-gucojebd7.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/assets/fred-gucojebd7.svg\" alt=\"Fred — a fictitious product builder\" class=\"hidden md:block w-72 -ml-20 -mb-16\">"
},
{
"src": "/assets/linkedin-mll8zmu1u.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"fab size-6 object-contain\" alt src=\"/assets/linkedin-mll8zmu1u.svg\">"
},
{
"src": "/assets/fb-ebfrgr1v5.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"fab size-6 object-contain\" alt src=\"/assets/fb-ebfrgr1v5.svg\">"
},
{
"src": "/assets/twitter-noyzwd0y7.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"fab size-6 object-contain\" alt src=\"/assets/twitter-noyzwd0y7.svg\">"
},
{
"src": "/assets/youtube-bwi20o7q4.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"fab size-6 object-contain\" alt src=\"/assets/youtube-bwi20o7q4.svg\">"
},
{
"src": "/assets/bluesky-dr3ybhym7.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"fab size-6 object-contain\" alt src=\"/assets/bluesky-dr3ybhym7.svg\">"
},
{
"src": "/assets/tiktok-cv4so8x7e.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"fab size-6 object-contain\" alt src=\"/assets/tiktok-cv4so8x7e.svg\">"
}
],
"possibleDialogs": [],
"score": 80,
"weight": 10
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
Needs attention
AEO: Answer intent coverage
Issue
Missing likely AI Overview intent sections: what, how, cost, compare.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "Use the world's #1 product management software",
"html": "<h2 style=\"text-align:center\" id=\"use-the-worlds-1-product-management-software\" class>Use the world's #1 product management software</h2>"
},
{
"text": "Create a visual roadmap",
"html": "<h2 id=\"create-a-visual-roadmap\" class>Create a visual roadmap</h2>"
},
{
"text": "Jump-start product discovery",
"html": "<h2 id=\"jump-start-product-discovery\" class>Jump-start product discovery </h2>"
},
{
"text": "Capture customer feedback",
"html": "<h2 id=\"capture-customer-feedback\" class>Capture customer feedback</h2>"
},
{
"text": "Explore new concepts",
"html": "<h2 style=\"text-align:left\" id=\"explore-new-concepts\" class>Explore new concepts</h2>"
},
{
"text": "Create business applications",
"html": "<h2 id=\"create-business-applications\" class>Create business applications </h2>"
},
{
"text": "Connect product and engineering",
"html": "<h2 id=\"connect-product-and-engineering\" class>Connect product and engineering</h2>"
},
{
"text": "Manage project delivery",
"html": "<h2 id=\"manage-project-delivery\" class>Manage project delivery</h2>"
},
{
"text": "Centralize product information",
"html": "<h2 style=\"text-align:left\" id=\"centralize-product-information\" class>Centralize product information</h2>"
},
{
"text": "Dare to deliver",
"html": "<h2 class=\" text-sapphire-900 mb-4\">Dare to deliver</h2>"
},
{
"text": "The leader in product development software",
"html": "<h2 class=\"title-3! !lg:title-2 text-center mb-12 lg:mb-16\">The leader in product development software</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is The World's #1 Product Development Software?",
"pattern": {}
},
{
"id": "how",
"label": "How does The World's #1 Product Development Software work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use The World's #1 Product Development Software?",
"pattern": {}
},
{
"id": "cost",
"label": "Is The World's #1 Product Development Software free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does The World's #1 Product Development Software compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is The World's #1 Product Development Software?",
"pattern": {}
},
{
"id": "how",
"label": "How does The World's #1 Product Development Software work?",
"pattern": {}
},
{
"id": "cost",
"label": "Is The World's #1 Product Development Software free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does The World's #1 Product Development Software compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Informational
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Needs attention
AI context endpoint
Issue
AI context endpoint is informational for this page.
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
100/100
Status
informational
Category
API
Maturity
Emerging recommendation
Goal
Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.
Result
AI context endpoint is informational for this page.
Validation steps
Fetch to find resource
AI context endpoint was not found at the expected path.
Evidence
{
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/ai/context",
"statusCode": 404,
"contentType": "text/html;charset=utf-8",
"length": 110509
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html;charset=utf-8",
"length": 110485
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html;charset=utf-8",
"length": 110453
}
]
},
"issue": "AI context endpoint was not found at the expected path.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Needs attention
AIO: Query intent coverage
Issue
Missing likely AI Overview intent sections: what, how, cost, compare.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [
{
"text": "Use the world's #1 product management software",
"html": "<h2 style=\"text-align:center\" id=\"use-the-worlds-1-product-management-software\" class>Use the world's #1 product management software</h2>"
},
{
"text": "Create a visual roadmap",
"html": "<h2 id=\"create-a-visual-roadmap\" class>Create a visual roadmap</h2>"
},
{
"text": "Jump-start product discovery",
"html": "<h2 id=\"jump-start-product-discovery\" class>Jump-start product discovery </h2>"
},
{
"text": "Capture customer feedback",
"html": "<h2 id=\"capture-customer-feedback\" class>Capture customer feedback</h2>"
},
{
"text": "Explore new concepts",
"html": "<h2 style=\"text-align:left\" id=\"explore-new-concepts\" class>Explore new concepts</h2>"
},
{
"text": "Create business applications",
"html": "<h2 id=\"create-business-applications\" class>Create business applications </h2>"
},
{
"text": "Connect product and engineering",
"html": "<h2 id=\"connect-product-and-engineering\" class>Connect product and engineering</h2>"
},
{
"text": "Manage project delivery",
"html": "<h2 id=\"manage-project-delivery\" class>Manage project delivery</h2>"
},
{
"text": "Centralize product information",
"html": "<h2 style=\"text-align:left\" id=\"centralize-product-information\" class>Centralize product information</h2>"
},
{
"text": "Dare to deliver",
"html": "<h2 class=\" text-sapphire-900 mb-4\">Dare to deliver</h2>"
},
{
"text": "The leader in product development software",
"html": "<h2 class=\"title-3! !lg:title-2 text-center mb-12 lg:mb-16\">The leader in product development software</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is The World's #1 Product Development Software?",
"pattern": {}
},
{
"id": "how",
"label": "How does The World's #1 Product Development Software work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use The World's #1 Product Development Software?",
"pattern": {}
},
{
"id": "cost",
"label": "Is The World's #1 Product Development Software free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does The World's #1 Product Development Software compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is The World's #1 Product Development Software?",
"pattern": {}
},
{
"id": "how",
"label": "How does The World's #1 Product Development Software work?",
"pattern": {}
},
{
"id": "cost",
"label": "Is The World's #1 Product Development Software free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does The World's #1 Product Development Software compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Needs attention
Auth.md Agent Registration
Issue
auth.md response did not match the expected agent registration shape. Content-Type "null" is not Markdown or text/plain; content too short (0/80 chars minimum); 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.
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 "null" is not Markdown or text/plain; content too short (0/80 chars minimum); 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": null,
"length": 0,
"validation": {
"valid": false,
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"null\" is not Markdown or text/plain; content too short (0/80 chars minimum); 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": 0,
"hasRegisterInstructions": false,
"hasProtectedResourceLink": false,
"hasAuthorizationServerLink": false,
"mentionsIdentity": false,
"mentionsCredential": false,
"links": [],
"rawExcerpt": ""
}
},
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"null\" is not Markdown or text/plain; content too short (0/80 chars minimum); 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": null,
"length": 0,
"text": ""
},
"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": null,
"length": 0,
"text": ""
}
},
"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": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "log in"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign up"
}
]
},
"resourceFetchSucceeded": false
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Q&A and FAQ opportunities
GEO: Q&A and FAQ opportunities is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Q&A and FAQ opportunities
GEO: Q&A and FAQ opportunities is informational for this page.
Needs attention
GEO: Q&A and FAQ opportunities
Issue
11 h2 heading(s) are not phrased as questions; this is optional and only useful where Q&A wording is natural. No visible FAQ or FAQPage schema was detected; this is optional unless the page answers common questions.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Q&A and FAQ opportunities
Score
75/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Q&A and FAQ opportunities is informational for this page.
Evidence
{
"h2Count": 11,
"questionH2s": 0,
"hasFaq": false,
"nonQuestionH2s": [
{
"index": 1,
"text": "Use the world's #1 product management software",
"isQuestion": false,
"html": "<h2 style=\"text-align:center\" id=\"use-the-worlds-1-product-management-software\" class>Use the world's #1 product management software</h2>"
},
{
"index": 2,
"text": "Create a visual roadmap",
"isQuestion": false,
"html": "<h2 id=\"create-a-visual-roadmap\" class>Create a visual roadmap</h2>"
},
{
"index": 3,
"text": "Jump-start product discovery",
"isQuestion": false,
"html": "<h2 id=\"jump-start-product-discovery\" class>Jump-start product discovery </h2>"
},
{
"index": 4,
"text": "Capture customer feedback",
"isQuestion": false,
"html": "<h2 id=\"capture-customer-feedback\" class>Capture customer feedback</h2>"
},
{
"index": 5,
"text": "Explore new concepts",
"isQuestion": false,
"html": "<h2 style=\"text-align:left\" id=\"explore-new-concepts\" class>Explore new concepts</h2>"
},
{
"index": 6,
"text": "Create business applications",
"isQuestion": false,
"html": "<h2 id=\"create-business-applications\" class>Create business applications </h2>"
},
{
"index": 7,
"text": "Connect product and engineering",
"isQuestion": false,
"html": "<h2 id=\"connect-product-and-engineering\" class>Connect product and engineering</h2>"
},
{
"index": 8,
"text": "Manage project delivery",
"isQuestion": false,
"html": "<h2 id=\"manage-project-delivery\" class>Manage project delivery</h2>"
},
{
"index": 9,
"text": "Centralize product information",
"isQuestion": false,
"html": "<h2 style=\"text-align:left\" id=\"centralize-product-information\" class>Centralize product information</h2>"
},
{
"index": 10,
"text": "Dare to deliver",
"isQuestion": false,
"html": "<h2 class=\" text-sapphire-900 mb-4\">Dare to deliver</h2>"
},
{
"index": 11,
"text": "The leader in product development software",
"isQuestion": false,
"html": "<h2 class=\"title-3! !lg:title-2 text-center mb-12 lg:mb-16\">The leader in product development software</h2>"
}
],
"score": 75,
"weight": 4
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Needs attention
IndexNow key
Issue
IndexNow key is informational for this page.
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Needs attention
OAuth / OIDC discovery
Issue
OAuth / OIDC discovery was not found at the expected path.
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/openid-configuration",
"statusCode": 404,
"contentType": null,
"length": 0
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": null,
"length": 0
}
]
},
"issue": "OAuth / OIDC discovery was not found at the expected path.",
"howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "log in"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign up"
}
]
},
"resourceFetchSucceeded": false
}Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Needs attention
OAuth Protected Resource
Issue
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Why it matters
Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.
Check name
OAuth Protected Resource
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.
Result
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Validation steps
Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 404,
"contentType": null
},
"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": ""
},
"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.aha.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.aha.io/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.aha.io/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://www.aha.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": 9,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "log in"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign up"
}
]
},
"resourceFetchSucceeded": false
}Performance and AccessibilityBest PracticesBrowser audit
Browser errors were logged to the console
100 Fail
Performance and AccessibilityBest PracticesBrowser audit
Browser errors were logged to the console
Check name
Browser errors were logged to the console
Score
0/100
Status
fail
Device
desktop
Category
Best Practices
Fix guidance
Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)
Evidence
{
"description": "Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)"
}Performance and AccessibilityAccessibilityBrowser audit
Image elements do not have `[alt]` attributes
100 Fail
Performance and AccessibilityAccessibilityBrowser audit
Image elements do not have `[alt]` attributes
Check name
Image elements do not have `[alt]` attributes
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.11/image-alt).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.11/image-alt)."
}SEOSEOBrowser audit
Image elements do not have `[alt]` attributes
100 Fail
SEOSEOBrowser audit
Image elements do not have `[alt]` attributes
Check name
Image elements do not have `[alt]` attributes
Score
0/100
Status
fail
Device
desktop
Category
SEO
Fix guidance
Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.11/image-alt).
Evidence
{
"description": "Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.11/image-alt)."
}Performance and AccessibilityPerformanceBrowser audit
Forced reflow
13 Fail
Performance and AccessibilityPerformanceBrowser audit
Forced reflow
Check name
Forced reflow
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
A forced reflow occurs when JavaScript queries geometric properties (such as offsetWidth) after styles have been invalidated by a change to the DOM state. This can result in poor performance. Learn more about [forced reflows](https://developer.chrome.com/docs/performance/insights/forced-reflow) and possible mitigations.
References
https://web.dev/learn/performance/Evidence
{
"description": "A forced reflow occurs when JavaScript queries geometric properties (such as offsetWidth) after styles have been invalidated by a change to the DOM state. This can result in poor performance. Learn more about [forced reflows](https://developer.chrome.com/docs/performance/insights/forced-reflow) and possible mitigations."
}Performance and AccessibilityPerformanceBrowser audit
LCP breakdown
13 Fail
Performance and AccessibilityPerformanceBrowser audit
LCP breakdown
Check name
LCP breakdown
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Each [subpart has specific improvement strategies](https://developer.chrome.com/docs/performance/insights/lcp-breakdown). Ideally, most of the LCP time should be spent on loading the resources, not within delays.
References
https://web.dev/learn/performance/Evidence
{
"description": "Each [subpart has specific improvement strategies](https://developer.chrome.com/docs/performance/insights/lcp-breakdown). Ideally, most of the LCP time should be spent on loading the resources, not within delays."
}Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
13 Fail
Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
Check name
Render-blocking requests
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 220 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 220 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
7 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
47/100
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": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 0,
"displayValue": "3,340 ms",
"numericValue": 3335
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 52,
"displayValue": "2.3 s",
"numericValue": 2308.5127035084442
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 0,
"displayValue": "5,580 ms",
"numericValue": 5577.212542157118
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 5,
"displayValue": "9.6 s",
"numericValue": 9606.677470432196
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 100,
"displayValue": "0.4 s",
"numericValue": 441.0047709169289
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "50 ms",
"numericValue": 51.1902
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 18,
"displayValue": "3.4 s",
"numericValue": 3431.6524615747276
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 310 ms",
"numericValue": 307
}
]
}Performance and AccessibilityPerformanceBrowser audit
Avoid enormous network payloads
6 Warning
Performance and AccessibilityPerformanceBrowser audit
Avoid enormous network payloads
Check name
Avoid enormous network payloads
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Total size was 3,782 KiB
Fix guidance
Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Total size was 3,782 KiB",
"description": "Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).",
"numericValue": 3872448
}Performance and AccessibilityPerformanceBrowser audit
Image elements do not have explicit `width` and `height`
6 Warning
Performance and AccessibilityPerformanceBrowser audit
Image elements do not have explicit `width` and `height`
Check name
Image elements do not have explicit `width` and `height`
Score
50/100
Status
warning
Device
desktop
Category
Performance
Fix guidance
Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)
References
https://web.dev/learn/performance/Evidence
{
"description": "Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)"
}Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
6 Warning
Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
Check name
Improve image delivery
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 174 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 174 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
Legacy JavaScript
6 Warning
Performance and AccessibilityPerformanceBrowser audit
Legacy JavaScript
Check name
Legacy JavaScript
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 11 KiB
Fix guidance
Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 11 KiB",
"description": "Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)"
}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 |
|---|---|---|---|
| 53/100 | Level 3, Bot-Aware | Current report |