Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 58 out of 100
- Agent Ease of Use 58 out of 100
- Security & Trust 61 out of 100
- GEO, AIO and AEO 69 out of 100
- SEO 100 out of 100
- Performance 72 out of 100
- Accessibility 93 out of 100
What AI sees of your website
Worcester Polytechnic Institute (WPI)
Worcester Polytechnic Institute (WPI) is a private research university founded in 1865 in Worcester, Massachusetts. Enrollment: ~7,000 students. Student-to-faculty ratio 14:1. 91% outcomes rate within 6 months. ~$100M annual research expen...
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 58 | Needs work | 23 | 1 | 1 | View details |
| Discoverability | 47 | Priority fix | 6 | 0 | 0 | |
| Content Readiness | 64 | Needs work | 14 | 1 | 1 | View details |
| Bot Access Control | 63 | Needs work | 3 | 0 | 0 | |
| Agent Ease of Use | 58 | Needs work | 4 | 0 | 0 | |
| Auth | 47 | Priority fix | 1 | 0 | 0 | |
| Google Agentic Browsing | 100 | Strong | 3 | 0 | 0 | |
| GEO, AIO and AEO | 69 | Needs work | 8 | 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 | 2 | 0 | 0 | |
| SEO | 100 | Strong | 10 | 0 | 0 | |
| SEO | 100 | Strong | 10 | 0 | 0 | |
| Security & Trust | 61 | Needs work | 12 | 2 | 0 | View details |
| Security & Trust | 61 | Needs work | 12 | 2 | 0 | View details |
| Performance | 72 | Needs work | 16 | 0 | 0 | |
| Performance | 72 | Needs work | 16 | 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.
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=2 namedContributors=0 authors=[] publishers=[{"role":"publisher","type":"Organization","id":"https://www.wpi.edu/#organization","sameAs":[],"format":"json-ld","mergedName":false},{"role":"publisher","type":"Organization","id":"https://www.wpi.edu/#organization","sameAs":[],"format":"json-ld","mergedName":false}] formats=["json-ld"]WARNSchema.org attribution is incomplete or fallback-only authorCount=0 publisherCount=2 authors=[] publishers=[{"role":"publisher","type":"Organization","id":"https://www.wpi.edu/#organization","sameAs":[],"format":"json-ld","mergedName":false},{"role":"publisher","type":"Organization","id":"https://www.wpi.edu/#organization","sameAs":[],"format":"json-ld","mergedName":false}]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=[{"role":"publisher","type":"Organization","id":"https://www.wpi.edu/#organization","sameAs":[],"format":"json-ld","mergedName":false},{"role":"publisher","type":"Organization","id":"https://www.wpi.edu/#organization","sameAs":[],"format":"json-ld","mergedName":false}]FAILNo named contributor identity could be extracted
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy failed at "Find enforcing CSP delivery".
30 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.
Details
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.
Enforcing Content-Security-Policy header is missing
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.Security & TrustSecurity & TrustEstablished
HSTS header
HSTS header failed at "Find Strict-Transport-Security".
25 Fail
Security & TrustSecurity & TrustEstablished
HSTS header
HSTS header failed at "Find Strict-Transport-Security".
Needs attention
HSTS header
Issue
HTTPS response is missing Strict-Transport-Security.
Details
Why it matters
HSTS tells browsers to keep using HTTPS after the first secure visit, reducing downgrade, SSL-stripping, and mixed-transport risk for repeat users.
Check name
HSTS header
Score
50/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Require HTTPS for repeat browser visits with a valid Strict-Transport-Security policy.
Result
HSTS header failed at "Find Strict-Transport-Security".
Validation steps
Find Strict-Transport-Security
HTTPS response is missing Strict-Transport-Security.
Strict-Transport-Security header is missing
Evidence log1 step · 4 lines
Find Strict-Transport-Security [fail]! HTTPS response is missing Strict-Transport-Security.INFOFind Strict-Transport-SecurityINFORead Strict-Transport-Security header header="strict-transport-security" value="missing" effectiveValue=null duplicateHeaderValueCount=0FAILRequire HSTS header on HTTPS response actual="missing" expected="present" issue="HTTPS response is missing Strict-Transport-Security."FAILHTTPS response is missing Strict-Transport-Security.Sign in to see 33 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 |
|---|---|---|---|
| 67/100 | Level 3, Bot-Aware | Current report |