>_/GEO AUDIT/subslabs.com
GEO VULNERABILITY AUDIT // SUBSLABS.COM
REPORT — 2026-03-26

Subslabs

GeneralRISK: MEDIUM

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

51
OVERALL GEO READINESS SCORE
VULNERABLEPROTECTED
55
TECHNICAL
📄
60
CONTENT
🔒
32
DEFENSE
DETAILED CHECK RESULTS // 12 VECTORS
TECHHTTPS / SSL Certificate
54
TECHrobots.txt Configuration
81
TECHllms.txt Implementation
52
TECHStructured Data (JSON-LD)
31
TECHXML Sitemap
55
CONTENTContent Freshness
66
CONTENTAuthor Attribution (E-E-A-T)
82
CONTENTFAQ / Direct Answer Markup
46
CONTENTCitation-Worthy Content
44
DEFENSEAI Brand Monitoring
23
DEFENSENegative GEO Protection
39
DEFENSECompetitor Manipulation Shield
33
RECOMMENDATIONS // SUBSLABS
HIGH: Structured data (JSON-LD) implementation is weak. Add Organization, Article, FAQ, and Breadcrumb schema to improve AI extraction.
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 Subslabs. Set up regular monitoring across ChatGPT, Perplexity, Claude, and Gemini.
HIGH: Subslabs is vulnerable to negative GEO attacks. Implement proactive brand monitoring and content diversification.
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 Subslabs:

subslabs.comsubsstack.comsubscloud.com

Monitor these domains for potential negative GEO campaigns targeting Subslabs.

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CHECK PROMPT POISONING
Scan subslabs.com for hidden AI manipulation
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User IP: 192.168.x.x | Encryption: AES-256