>_/GEO AUDIT/mit.edu
GEO VULNERABILITY AUDIT // MIT.EDU
REPORT — 2026-03-26

MIT

Higher EducationRISK: MEDIUM

Leading research university. How frequently do AI engines cite MIT, and how many of those citations are fabricated?

61
OVERALL GEO READINESS SCORE
VULNERABLEPROTECTED
65
TECHNICAL
📄
52
CONTENT
🔒
67
DEFENSE
DETAILED CHECK RESULTS // 12 VECTORS
TECHHTTPS / SSL Certificate
46
TECHrobots.txt Configuration
84
TECHllms.txt Implementation
83
TECHStructured Data (JSON-LD)
69
TECHXML Sitemap
41
CONTENTContent Freshness
34
CONTENTAuthor Attribution (E-E-A-T)
53
CONTENTFAQ / Direct Answer Markup
48
CONTENTCitation-Worthy Content
73
DEFENSEAI Brand Monitoring
73
DEFENSENegative GEO Protection
60
DEFENSECompetitor Manipulation Shield
67
RECOMMENDATIONS // MIT
MEDIUM: FAQ and direct-answer markup is missing. Adding FAQ schema increases chances of appearing in AI Overviews and answer engines.
INFO: robots.txt is properly configured for AI crawlers. Continue monitoring for new bot user agents.
COMPETITIVE LANDSCAPE

Potential competitors in the Higher Education space that may be running GEO campaigns targeting MIT:

mitpro.commitbase.commitly.com

Monitor these domains for potential negative GEO campaigns targeting MIT.

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