Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 36 out of 100
- Agent Ease of Use 56 out of 100
- Security & Trust 78 out of 100
- GEO, AIO and AEO 58 out of 100
- SEO 100 out of 100
- Performance 97 out of 100
- Accessibility 93 out of 100
What AI sees of your website
Datacadamia - data all the way
Computer science from a data perspective
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 36 | Priority fix | 14 | 1 | 0 | View details |
| Discoverability | 48 | Priority fix | 5 | 0 | 0 | |
| Content Readiness | 14 | Priority fix | 8 | 0 | 0 | |
| Bot Access Control | 45 | Priority fix | 1 | 1 | 0 | View details |
| Agent Ease of Use | 56 | Needs work | 13 | 4 | 4 | View details |
| API | 50 | Needs work | 4 | 0 | 0 | |
| Auth | 34 | Priority fix | 2 | 0 | 0 | |
| Skill Discovery | 51 | Needs work | 5 | 4 | 4 | View details |
| Google Agentic Browsing | 100 | Strong | 2 | 0 | 0 | |
| GEO, AIO and AEO | 58 | Needs work | 8 | 0 | 0 | |
| GEO Readiness | Not Applicable | Not Applicable | 2 | 0 | 0 | |
| AIO Readiness | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| AEO Readiness | Not Applicable | Not Applicable | 2 | 0 | 0 | |
| SEO | 100 | Strong | 10 | 0 | 0 | |
| SEO | 100 | Strong | 10 | 0 | 0 | |
| Security & Trust | 78 | Mostly ready | 18 | 0 | 0 | |
| Security & Trust | 78 | Mostly ready | 18 | 0 | 0 | |
| Performance | 97 | Strong | 17 | 0 | 0 | |
| Performance | 97 | Strong | 17 | 0 | 0 |
Prioritized recommendations
Issues ranked by score impact
3 items need attention
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt failed at "Classify AI crawler rules".
69 Fail
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt failed at "Classify AI crawler rules".
Needs attention
AI bot rules in robots.txt
Issue
No explicit User-agent rules were found for major AI crawler tokens.
Details
Why it matters
AI crawler product tokens have different meanings. Explicit robots.txt groups make training, search, and retrieval access policy auditable for compliant crawler operators.
Check name
AI bot rules in robots.txt
Score
31/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Declare deliberate robots.txt rules for major AI training, AI search, user-triggered, and dataset crawlers.
Result
AI bot rules in robots.txt failed at "Classify AI crawler rules".
Validation steps
Classify AI crawler rules
No explicit User-agent rules were found for major AI crawler tokens.
robots.txt lacks explicit AI crawler rules
Evidence log1 step · 6 lines
Classify AI crawler rules [fail]! No explicit User-agent rules were found for major AI crawler tokens.INFOClassify AI crawler rulesINFOParsing User-agent groups and Allow/Disallow records for known AI crawler tokens evaluatedPath="/"INFOEvaluating exact User-agent matches before wildcard fallback exactAiPolicyCount=0 totalCrawlerTokens=18FAILNo explicit AI crawler User-agent groups were found examplesExpected=["GPTBot","OAI-SearchBot","ClaudeBot","Google-Extended","CCBot"]FAILCompare explicit AI crawler coverage actual=0 expected="> 0 explicit non-search AI crawler policies" missingTokens=["GPTBot","OAI-SearchBot","ChatGPT-User","ClaudeBot","Claude-SearchBot","Claude-User","Google-Extended","Applebot-Extended","Amazonbot","Amzn-SearchBot","Amzn-User","PerplexityBot"]INFOResolved effective root-path policy for crawler tokens blocked=0 allowed=21 unspecified=0Agent Ease of UseSkill DiscoveryEmerging recommendation
agents.json
agents.json failed at "Validate Wildcard schema shape".
33 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agents.json
agents.json failed at "Validate Wildcard schema shape".
Needs attention
agents.json
Issue
agents.json response is not valid JSON.
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
35/100
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
Validate Wildcard schema shape
agents.json response is not valid JSON.
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 log4 steps · 17 lines
Validate Wildcard schema shape [fail]! agents.json response is not valid JSON.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="none" expected="none"FAILCompare Content-Type with JSON expectation actual=false expected=trueFAILagents.json response is not valid JSON.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.
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Validate discovery index schema".
22 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Validate discovery index schema".
Needs attention
Agent Skills index
Issue
Agent Skills index was not served with a JSON-compatible Content-Type.
Details
Why it matters
An Agent Skills index lets agents discover task-specific instructions through a small trusted index, then verify and load only the skill artifacts they need.
Check name
Agent Skills index
Score
55/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an Agent Skills discovery index that advertises digest-pinned SKILL.md or archive artifacts.
Result
Agent Skills index failed at "Validate discovery index schema".
Validation steps
Validate discovery index schema
Agent Skills index was not served with a JSON-compatible Content-Type.
Agent Skills discovery index schema is invalid
Response is not valid JSON.
Verify advertised artifacts
No valid skill artifacts were available to verify.
Validate skill content
For skill-md artifacts, include valid YAML frontmatter with name and description followed by Markdown. For archives, include a safe root SKILL.md and no unsafe paths.
Review skill artifact security
Do not publish secrets or prompt-injection instructions in skill artifacts. Treat scripts, archives, and cross-origin artifacts as software supply-chain surfaces.
Evidence log4 steps · 14 lines
Validate discovery index schema [fail]! Agent Skills index was not served with a JSON-compatible Content-Type.INFOValidate discovery index schemaINFOParse Agent Skills index JSON validJson=false contentTypeCompatible=falseFAILCompare $schema URI expected="https://schemas.agentskills.io/discovery/0.2.0/schema.json"FAILCompare top-level schema issue count actual=1 expected=0FAILCompare unknown top-level field count actual=0 expected=0FAILAgent Skills index was not served with a JSON-compatible Content-Type.Verify advertised artifacts [warning]! No valid skill artifacts were available to verify.INFOVerify advertised artifactsWARNCompare artifact fetch count actual=0 expected="> 0"WARNNo valid skill artifacts were available to verify.Validate skill content [warning]INFOValidate skill contentWARNAgent Skills step completed with warningsReview skill artifact security [warning]INFOReview skill artifact securityWARNCompare security finding count actual=0 expected=0WARNAgent Skills step completed with warnings
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Score history