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Enter a public URL and see the roles, names, landmarks, controls, and blockers that shape how AI agents understand the page.

SCANNED
Jul 3, 2026, 6:29 AM
VISIBILITY
Public
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67/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents
AIDiscoverability58%Agent Easeof Use58%Security& Trust61%GEO, AIO, AEO69%SEO100%Performance72%Accessibility93%
  • 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

CAPTURED SCREENSHOT

Captured website desktop screenshot

What AI sees of your website

Worcester Polytechnic Institute (WPI) favicon

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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Detailed report scores grouped by capability area
MetricScoreStatusPassedFailedWarningEvidence
AI Discoverability
58
Needs work2311View details
Discoverability
47
Priority fix600
Content Readiness
64
Needs work1411View details
Bot Access Control
63
Needs work300
Agent Ease of Use
58
Needs work400
Auth
47
Priority fix100
Google Agentic Browsing
100
Strong300
GEO, AIO and AEO
69
Needs work800
GEO Readiness
Not Applicable
Not Applicable300
AIO Readiness
Not Applicable
Not Applicable300
AEO Readiness
Not Applicable
Not Applicable200
SEO
100
Strong1000
SEO
100
Strong1000
Security & Trust
61
Needs work1220View details
Security & Trust
61
Needs work1220View details
Performance
72
Needs work1600
Performance
72
Needs work1600

Prioritized recommendations

Issues ranked by score impact

3 items need attention

AI DiscoverabilityContent ReadinessEstablished

Author attribution

Author attribution is partially implemented.

45 Warning

Needs attention

Author attribution

Warning
01

Issue

No named author or publisher identity could be extracted.

Details

02

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

  1. Schema.org attribution

    Schema.org attribution is incomplete or relies only on publisher/fallback evidence.

    Schema.org author attribution is missing or incomplete
  2. 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

Needs attention

Content-Security-Policy

Failed check
01

Issue

Applicable HTML response is missing an enforcing Content-Security-Policy header.

Details

02

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

  1. 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

Needs attention

HSTS header

Failed check
01

Issue

HTTPS response is missing Strict-Transport-Security.

Details

02

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

  1. 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.

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Score history

Public scan score over time

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1 reports
Public score history report links
Scan dateScoreReadinessReport
67/100Level 3, Bot-AwareCurrent report