>_/GEO AUDIT/protlabs.com
GEO VULNERABILITY AUDIT // PROTLABS.COM
REPORT — 2026-03-26

Protlabs

GeneralRISK: HIGH

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

38
OVERALL GEO READINESS SCORE
VULNERABLEPROTECTED
38
TECHNICAL
📄
33
CONTENT
🔒
46
DEFENSE
DETAILED CHECK RESULTS // 12 VECTORS
TECHHTTPS / SSL Certificate
31
TECHrobots.txt Configuration
34
TECHllms.txt Implementation
53
TECHStructured Data (JSON-LD)
49
TECHXML Sitemap
21
CONTENTContent Freshness
43
CONTENTAuthor Attribution (E-E-A-T)
23
CONTENTFAQ / Direct Answer Markup
42
CONTENTCitation-Worthy Content
22
DEFENSEAI Brand Monitoring
52
DEFENSENegative GEO Protection
36
DEFENSECompetitor Manipulation Shield
51
RECOMMENDATIONS // PROTLABS
HIGH: Structured data (JSON-LD) implementation is weak. Add Organization, Article, FAQ, and Breadcrumb schema to improve AI extraction.
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.
HIGH: Protlabs is vulnerable to negative GEO attacks. Implement proactive brand monitoring and content diversification.
COMPETITIVE LANDSCAPE

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

protpro.comprotbase.comprotly.com

Monitor these domains for potential negative GEO campaigns targeting Protlabs.

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CHECK PROMPT POISONING
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User IP: 192.168.x.x | Encryption: AES-256