Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 67 out of 100
- Agent Ease of Use 57 out of 100
- Security & Trust 74 out of 100
- GEO, AIO and AEO 67 out of 100
- SEO 100 out of 100
- Performance 80 out of 100
- Accessibility 93 out of 100
What AI sees of your website
LUMENFALL - The Unified API for AI Image and Video Generation
Lumenfall is an AI media gateway for unified access to the top image and video models across leading providers. OpenAI-compatible API, no markup, pay as you go.
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 67 | Needs work | 29 | 1 | 0 | View details |
| Discoverability | 80 | Mostly ready | 8 | 0 | 0 | |
| Content Readiness | 83 | Mostly ready | 20 | 0 | 0 | |
| Bot Access Control | 45 | Priority fix | 1 | 1 | 0 | View details |
| Agent Ease of Use | 57 | Needs work | 12 | 2 | 3 | View details |
| API | 76 | Mostly ready | 7 | 0 | 0 | |
| Auth | 54 | Needs work | 4 | 0 | 0 | |
| Skill Discovery | 48 | Priority fix | 1 | 2 | 3 | View details |
| GEO, AIO and AEO | 67 | Needs work | 9 | 0 | 0 | |
| GEO Readiness | Not Applicable | Not Applicable | 3 | 0 | 0 | |
| AIO Readiness | Not Applicable | Not Applicable | 3 | 0 | 0 | |
| AEO Readiness | Not Applicable | Not Applicable | 3 | 0 | 0 | |
| SEO | 100 | Strong | 10 | 0 | 0 | |
| SEO | 100 | Strong | 10 | 0 | 0 | |
| Security & Trust | 74 | Needs work | 16 | 1 | 0 | View details |
| Security & Trust | 74 | Needs work | 16 | 1 | 0 | View details |
| Performance | 80 | Mostly ready | 15 | 0 | 0 | |
| Performance | 80 | Mostly ready | 15 | 0 | 0 | |
| Accessibility | 93 | Strong | 5 | 0 | 0 | |
| Accessibility | 93 | Strong | 5 | 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.
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.
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
Agent Skills index
Agent Skills index failed at "Validate discovery index schema".
60 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 must use $schema https://schemas.agentskills.io/discovery/0.2.0/schema.json.
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
40/100
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 must use $schema https://schemas.agentskills.io/discovery/0.2.0/schema.json.
Top-level issues
- $schema must be https://schemas.agentskills.io/discovery/0.2.0/schema.json
Invalid skills
[ { "url": "https://lumenfall.ai/llms.txt", "name": "llms.txt", "type": "llms-txt", "index": 0, "valid": false, "digest": "", "invalid": [ "name must be lowercase alphanumeric plus hyphens, max 64 characters, with no leading/trailing or consecutive hyphen", "type must be skill-md or archive" ], "missing": [ "digest" ], "warnings": [], "description": "Lumenfall site summary for LLMs", "originClass": "same-origin", "resolvedUrl": "https://lumenfall.ai/llms.txt" }, { "url": "https://api.lumenfall.ai/openapi.json", "name": "openapi", "type": "openapi", "index": 1, "valid": false, "digest": "", "invalid": [ "type must be skill-md or archive" ], "missing": [ "digest" ], "warnings": [ "description should explain when to use the skill" ], "description": "Lumenfall Engine OpenAPI 3.1 specification", "originClass": "same-site", "resolvedUrl": "https://api.lumenfall.ai/openapi.json" }, { "url": "https://lumenfall.ai/.well-known/api-catalog", "name": "api-catalog", "type": "api-catalog", "index": 2, "valid": false, "digest": "", "invalid": [ "type must be skill-md or archive" ], "missing": [ "digest" ], "warnings": [], "description": "RFC 9727 API catalog for the Lumenfall Engine", "originClass": "same-origin", "resolvedUrl": "https://lumenfall.ai/.well-known/api-catalog" } ]Validate skill entries
One or more Agent Skills entries have invalid required fields.
Skill entry findings
[ { "url": "https://lumenfall.ai/llms.txt", "name": "llms.txt", "type": "llms-txt", "index": 0, "valid": false, "digest": "", "invalid": [ "name must be lowercase alphanumeric plus hyphens, max 64 characters, with no leading/trailing or consecutive hyphen", "type must be skill-md or archive" ], "missing": [ "digest" ], "warnings": [], "description": "Lumenfall site summary for LLMs", "originClass": "same-origin", "resolvedUrl": "https://lumenfall.ai/llms.txt" }, { "url": "https://api.lumenfall.ai/openapi.json", "name": "openapi", "type": "openapi", "index": 1, "valid": false, "digest": "", "invalid": [ "type must be skill-md or archive" ], "missing": [ "digest" ], "warnings": [ "description should explain when to use the skill" ], "description": "Lumenfall Engine OpenAPI 3.1 specification", "originClass": "same-site", "resolvedUrl": "https://api.lumenfall.ai/openapi.json" }, { "url": "https://lumenfall.ai/.well-known/api-catalog", "name": "api-catalog", "type": "api-catalog", "index": 2, "valid": false, "digest": "", "invalid": [ "type must be skill-md or archive" ], "missing": [ "digest" ], "warnings": [], "description": "RFC 9727 API catalog for the Lumenfall Engine", "originClass": "same-origin", "resolvedUrl": "https://lumenfall.ai/.well-known/api-catalog" } ]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 log5 steps · 21 lines
Validate discovery index schema [fail]! Agent Skills index must use $schema https://schemas.agentskills.io/discovery/0.2.0/schema.json.INFOValidate discovery index schemaINFOParse Agent Skills index JSON validJson=true contentTypeCompatible=trueFAILCompare $schema URI actual="https://agentskills.io/schemas/v0.2.0/index.json" 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 must use $schema https://schemas.agentskills.io/discovery/0.2.0/schema.json.Validate skill entries [fail]! One or more Agent Skills entries have invalid required fields.INFOValidate skill entriesFAILCompare advertised skill count actual=3 expected="> 0"FAILCompare valid skill entry count actual=0 expected="same as advertised skill count"FAILInvalid skill entry skill={"index":0,"valid":false,"name":"llms.txt","type":"llms-txt","description":"Lumenfall site summary for LLMs","url":"https://lumenfall.ai/llms.txt","digest":"","resolvedUrl":"https://lumenfall.ai/llms.txt","originClass":"same-origin","missing":["digest"],"invalid":["name must be lowercase alphanumeric plus hyphens, max 64 characters, with no leading/trailing or consecutive hyphen","type must be skill-md or archive"],"warnings":[]}FAILInvalid skill entry skill={"index":1,"valid":false,"name":"openapi","type":"openapi","description":"Lumenfall Engine OpenAPI 3.1 specification","url":"https://api.lumenfall.ai/openapi.json","digest":"","resolvedUrl":"https://api.lumenfall.ai/openapi.json","originClass":"same-site","missing":["digest"],"invalid":["type must be skill-md or archive"],"warnings":["description should explain when to use the skill"]}FAILInvalid skill entry skill={"index":2,"valid":false,"name":"api-catalog","type":"api-catalog","description":"RFC 9727 API catalog for the Lumenfall Engine","url":"https://lumenfall.ai/.well-known/api-catalog","digest":"","resolvedUrl":"https://lumenfall.ai/.well-known/api-catalog","originClass":"same-origin","missing":["digest"],"invalid":["type must be skill-md or archive"],"warnings":[]}FAILOne or more Agent Skills entries have invalid required fields.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
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy failed at "Find enforcing CSP delivery".
60 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy failed at "Find enforcing CSP delivery".
Needs attention
Content-Security-Policy
Issue
Applicable HTML response is missing an enforcing Content-Security-Policy header.
Why it matters
Content Security Policy reduces the impact of injection bugs by limiting where scripts, styles, frames, forms, and other browser resources can load or execute.
Check name
Content-Security-Policy
Score
40/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Constrain browser resource loading and script execution with an enforcing Content-Security-Policy header.
Result
Content-Security-Policy failed at "Find enforcing CSP delivery".
Validation steps
Find enforcing CSP delivery
Applicable HTML response is missing an enforcing Content-Security-Policy header.
Evidence log1 step · 4 lines
Find enforcing CSP delivery [fail]! Applicable HTML response is missing an enforcing Content-Security-Policy header.INFOFind enforcing CSP deliveryINFORead CSP delivery headers enforcingHeader="missing" reportOnlyHeader="missing" metaPolicyCount=0 legacyHeadersPresent=[]FAILRequire enforcing Content-Security-Policy header actual="missing" expected="present" issue="Applicable HTML response is missing an enforcing Content-Security-Policy header."FAILApplicable HTML response is missing an enforcing Content-Security-Policy header.Sign in to see 29 other issues and the full report
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Score history