>_/GEO AUDIT/ibmslabs.com
GEO VULNERABILITY AUDIT // IBMSLABS.COM
REPORT — 2026-03-26

Ibmslabs

GeneralRISK: MEDIUM

GEO vulnerability audit for ibmslabs.com. Analyzing AI search readiness, structured data, and defense posture.

64
OVERALL GEO READINESS SCORE
VULNERABLEPROTECTED
71
TECHNICAL
📄
52
CONTENT
🔒
68
DEFENSE
DETAILED CHECK RESULTS // 12 VECTORS
TECHHTTPS / SSL Certificate
70
TECHrobots.txt Configuration
61
TECHllms.txt Implementation
66
TECHStructured Data (JSON-LD)
76
TECHXML Sitemap
81
CONTENTContent Freshness
82
CONTENTAuthor Attribution (E-E-A-T)
31
CONTENTFAQ / Direct Answer Markup
31
CONTENTCitation-Worthy Content
63
DEFENSEAI Brand Monitoring
49
DEFENSENegative GEO Protection
76
DEFENSECompetitor Manipulation Shield
78
RECOMMENDATIONS // IBMSLABS
HIGH: Author attribution and E-E-A-T signals need strengthening. Add clear author bios, credentials, and publication dates.
MEDIUM: FAQ and direct-answer markup is missing. Adding FAQ schema increases chances of appearing in AI Overviews and answer engines.
MEDIUM: No AI brand monitoring detected for Ibmslabs. Set up regular monitoring across ChatGPT, Perplexity, Claude, and Gemini.
INFO: Content freshness is good. Continue publishing regularly to maintain AI search relevance.
INFO: robots.txt is properly configured for AI crawlers. Continue monitoring for new bot user agents.
COMPETITIVE LANDSCAPE

Potential competitors in the General space that may be running GEO campaigns targeting Ibmslabs:

ibmspro.comibmsbase.comibmsly.com

Monitor these domains for potential negative GEO campaigns targeting Ibmslabs.

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User IP: 192.168.x.x | Encryption: AES-256