Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 67 out of 100
- Agent Ease of Use 54 out of 100
- Security & Trust 46 out of 100
- GEO, AIO and AEO 56 out of 100
- SEO 100 out of 100
- Performance 100 out of 100
- Accessibility 40 out of 100
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 67 | Needs work | 34 | 1 | 1 | View details |
| Discoverability | 67 | Needs work | 8 | 0 | 0 | |
| Content Readiness | 72 | Needs work | 23 | 1 | 1 | View details |
| Bot Access Control | 63 | Needs work | 3 | 0 | 0 | |
| Agent Ease of Use | 54 | Needs work | 8 | 4 | 2 | View details |
| Auth | 56 | Needs work | 4 | 0 | 0 | |
| Skill Discovery | 48 | Priority fix | 2 | 3 | 2 | View details |
| Google Agentic Browsing | 67 | Needs work | 2 | 1 | 0 | View details |
| GEO, AIO and AEO | 56 | Needs work | 5 | 0 | 0 | |
| GEO Readiness | Not Applicable | Not Applicable | 1 | 0 | 0 | |
| AIO Readiness | Not Applicable | Not Applicable | 3 | 0 | 0 | |
| AEO Readiness | Not Applicable | Not Applicable | 1 | 0 | 0 | |
| SEO | 100 | Strong | 10 | 0 | 0 | |
| SEO | 100 | Strong | 10 | 0 | 0 | |
| Security & Trust | 46 | Priority fix | 8 | 0 | 0 | |
| Security & Trust | 46 | Priority fix | 8 | 0 | 0 | |
| Performance | 100 | Strong | 19 | 0 | 0 | |
| Performance | 100 | Strong | 19 | 0 | 0 |
Prioritized recommendations
Issues ranked by score impact
3 items need attention
Agent Ease of UseSkill DiscoveryEmerging recommendation
agents.json
agents.json failed at "Validate Wildcard schema shape".
75 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agents.json
agents.json failed at "Validate Wildcard schema shape".
Needs attention
agents.json
Issue
agents.json root must be an object.
Details
Why it matters
Wildcard agents.json gives agents workflow-level context beyond plain OpenAPI, including flows, links, examples, and API action structure. It is an emerging OpenAPI-adjacent proposal, so scanners should validate the contract shape without treating it as an A2A or IETF standard.
Check name
agents.json
Score
25/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish a Wildcard-style agents.json file so agents can discover OpenAPI-backed workflows, links, examples, and authentication requirements.
Result
agents.json failed at "Validate Wildcard schema shape".
Validation steps
Discover agents.json
agents.json was found only at the fallback /agents.json path.
agents.json is missing or only available at a fallback path
Validate Wildcard schema shape
agents.json root must be an object.
agents.json schema shape is invalid or incomplete
Validate API actions
Wildcard agents.json must include valid OpenAPI-derived action or operation definitions.
agents.json action definitions are invalid or missing
Validate flows and links
No executable flows were found.
agents.json flows or links are invalid
Review examples and LLM usability
Examples or descriptions are too thin for reliable agent argument generation.
agents.json examples or descriptions need improvement
Evidence log5 steps · 23 lines
Discover agents.json [warning]! agents.json was found only at the fallback /agents.json path.INFODiscover agents.jsonINFOTry agents.json discovery paths in priority order paths=["/.well-known/agents.json","/agents.json"]WARNagents.json candidate path did not return a usable contract path="/.well-known/agents.json" statusCode=404 contentType="text/html"PASSFound an agents.json candidate path="/agents.json" statusCode=200 contentType="application/json; charset=utf-8" bytes=2267WARNSelected fallback agents.json location path="/agents.json" requestedUrl="https://calibreapp.com/agents.json"WARNagents.json was found only at the fallback /agents.json path.Validate Wildcard schema shape [fail]! agents.json root must be an object.INFOValidate Wildcard schema shapeINFOParse agents.json and classify contract shape shape="unknown"FAILCompare contract shape actual="unknown" expected="wildcard"FAILCompare missing required schema fields actual=["object root"] expected="none"FAILCompare Content-Type with JSON expectation actual=true expected=trueFAILagents.json root must be an object.Validate API actions [fail]! Wildcard agents.json must include valid OpenAPI-derived action or operation definitions.INFOValidate API actionsFAILCompare API action count actual=0 expected="> 0"FAILCompare invalid action definitions actual=0 expected=0FAILWildcard agents.json must include valid OpenAPI-derived action or operation definitions.Validate flows and links [fail]! No executable flows were found.INFOValidate flows and linksFAILCompare workflow flow count actual=0 expected="> 0"FAILCompare operation link issues actual=0 expected=0FAILNo executable flows were found.Review examples and LLM usability [warning]! Examples or descriptions are too thin for reliable agent argument generation.INFOReview examples and LLM usabilityWARNCompare usable example count actual=0 expected="> 0 when actions are present"WARNExamples or descriptions are too thin for reliable agent argument generation.
AI DiscoverabilityContent ReadinessEstablished
Author attribution
Author attribution is partially implemented.
45 Warning
AI DiscoverabilityContent ReadinessEstablished
Author attribution
Author attribution is partially implemented.
Needs attention
Author attribution
Issue
No named author or publisher identity could be extracted.
Details
Why it matters
Author attribution helps agents cite content responsibly, assess source credibility, and distinguish editorial pages from anonymous marketing copy.
Check name
Author attribution
Score
55/100
Status
warning
Category
Content Readiness
Maturity
Established
Goal
Identify content authors or publishers for trust and attribution.
Result
Author attribution is partially implemented.
Validation steps
Schema.org attribution
Schema.org attribution is incomplete or relies only on publisher/fallback evidence.
Schema.org author attribution is missing or incomplete
Author identity quality
No named author or publisher identity could be extracted.
Author identity quality is incomplete
Evidence log2 steps · 8 lines
Schema.org attribution [warning]! Schema.org attribution is incomplete or relies only on publisher/fallback evidence.INFOSchema.org attributionINFOChecking structured data for author, creator, and publisher contributorsWARNCheck named Schema.org author count actual=0 expected="> 0" authorCount=0 publisherCount=0 namedContributors=0 authors=[] publishers=[] formats=[]WARNSchema.org attribution is incomplete or fallback-only authorCount=0 publisherCount=0 authors=[] publishers=[]Author identity quality [fail]! No named author or publisher identity could be extracted.INFOAuthor identity qualityINFOChecking contributors for stable identity signalsFAILCheck identified contributor count actual=0 expected="> 0" namedContributors=0 identifiedContributors=[] unidentifiedContributors=[]FAILNo named contributor identity could be extracted
Agent Ease of UseGoogle Agentic BrowsingBrowser audit
Accessibility tree is not well-formed
100 Fail
Agent Ease of UseGoogle Agentic BrowsingBrowser audit
Accessibility tree is not well-formed
Check name
Accessibility tree is not well-formed
Score
0/100
Status
fail
Device
desktop
Category
Google Agentic Browsing
Fix guidance
A well-formed [accessibility tree](http://goo.gle/lighthouse-agentic-a11y) helps AI agents to navigate and interact with the page.
Evidence
{
"description": "A well-formed [accessibility tree](http://goo.gle/lighthouse-agentic-a11y) helps AI agents to navigate and interact with the page."
}Sign in to see 29 other issues and the full report
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Score history