Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 40 out of 100
- Agent Ease of Use 51 out of 100
- Security & Trust 81 out of 100
- GEO, AIO and AEO 62 out of 100
- SEO 100 out of 100
- Performance 97 out of 100
- Accessibility 77 out of 100
What AI sees of your website
Welcome to UCL | University College London
Two centuries ago, our founders had a vision: to open higher education to all. Today, we are a world top-ten university in the heart of London, with a thriving community from over 150 countries.
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 40 | Priority fix | 16 | 5 | 2 | View details |
| Discoverability | 47 | Priority fix | 6 | 0 | 0 | |
| Content Readiness | 32 | Priority fix | 9 | 1 | 1 | View details |
| Bot Access Control | 40 | Priority fix | 1 | 4 | 1 | View details |
| Agent Ease of Use | 51 | Needs work | 1 | 0 | 0 | |
| Skill Discovery | 54 | Needs work | 1 | 0 | 0 | |
| GEO, AIO and AEO | 62 | Needs work | 8 | 0 | 0 | |
| GEO Readiness | Not Applicable | Not Applicable | 3 | 0 | 0 | |
| AIO Readiness | Not Applicable | Not Applicable | 2 | 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 | 81 | Mostly ready | 18 | 0 | 0 | |
| Security & Trust | 81 | Mostly ready | 18 | 0 | 0 | |
| Performance | 97 | Strong | 15 | 0 | 0 | |
| Performance | 97 | Strong | 15 | 0 | 0 |
Prioritized recommendations
Issues ranked by score impact
3 items need attention
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.
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.
Author identity quality
No named author or publisher identity could be extracted.
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
AI DiscoverabilityBot Access ControlEmerging recommendation
ai.txt policy
ai.txt policy failed at "Fetch /ai.txt".
41 Fail
AI DiscoverabilityBot Access ControlEmerging recommendation
ai.txt policy
ai.txt policy failed at "Fetch /ai.txt".
Needs attention
ai.txt policy
Issue
/ai.txt returned HTTP 502.
Why it matters
ai.txt is a fragmented emerging convention. It can communicate human-readable AI crawling, training, attribution, restriction, and contact guidance, but it is not a standard access-control mechanism and absence should not be penalized.
Check name
ai.txt policy
Score
18/100
Status
fail
Category
Bot Access Control
Maturity
Emerging recommendation
Goal
Publish an advisory human-readable AI usage policy only when the site intentionally needs one.
Result
ai.txt policy failed at "Fetch /ai.txt".
Validation steps
Fetch /ai.txt
/ai.txt returned HTTP 502.
Validate transport
ai.txt appears to be an HTML page or error document rather than a plain-text policy.
Parse ai.txt policy
Transport validation failed before policy parsing could be trusted.
Validate policy content
ai.txt does not follow the AI Visibility section model; treating it as non-standard advisory text.
Evidence log4 steps · 18 lines
Fetch /ai.txt [fail]! /ai.txt returned HTTP 502.INFOFetch /ai.txtINFORequesting optional advisory policy file at /ai.txtFAILCompare /ai.txt HTTP response actual=502 expected="2xx when ai.txt is intentionally published; 404/410 means absent optional file" contentType="text/html; charset=UTF-8" length=6402FAIL/ai.txt returned HTTP 502. statusCode=502Validate transport [fail]! ai.txt appears to be an HTML page or error document rather than a plain-text policy.INFOValidate transportINFOChecking ai.txt media type, size, line count, and whether the response looks like plain text contentType="text/html; charset=UTF-8" length=6402 lineCount=119FAILCompare media type to preferred text/plain transport actual="text/html" expected="text/plain preferred; readable text required"FAILai.txt appears to be an HTML page or error document rather than a plain-text policy.Parse ai.txt policy [fail]! Transport validation failed before policy parsing could be trusted.INFOParse ai.txt policyINFODetecting ai.txt convention from bracket sections, frontmatter, headings, and ai.txt context linksINFODetected policy structure convention="unknown-text" sections=[] markdownHeadings=[]WARNCheck AI Visibility required sections actual="missing identity, permissions, restrictions" expected="identity, permissions, and restrictions" missingRecommended=["attribution","contact","content-types"]WARNTransport validation failed before policy parsing could be trusted.Validate policy content [warning]! ai.txt does not follow the AI Visibility section model; treating it as non-standard advisory text.INFOValidate policy contentINFOChecking required section content, permission/restriction language, attribution, contact details, and safety risks convention="unknown-text"INFODetected policy signals hasPermissionLanguage=false hasRestrictionLanguage=false hasTrainingLanguage=false hasAttributionLanguage=true hasContact=falseWARNCheck required and recommended section coverage actual={"missingRequired":["identity","permissions","restrictions"],"missingRecommended":["attribution","contact","content-types"]} expected={"missingRequired":[],"recommendedPresentWhenPossible":true}WARNai.txt does not follow the AI Visibility section model; treating it as non-standard advisory text.
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt failed at "Classify AI crawler rules".
35 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=0Sign in to see 41 other issues and the full report
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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 |
|---|---|---|---|
| 60/100 | Level 3, Bot-Aware | Current report |