>_/GEO AUDIT/duollabs.com
GEO VULNERABILITY AUDIT // DUOLLABS.COM
REPORT — 2026-03-26

Duollabs

GeneralRISK: MEDIUM

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

51
OVERALL GEO READINESS SCORE
VULNERABLEPROTECTED
50
TECHNICAL
📄
46
CONTENT
🔒
58
DEFENSE
DETAILED CHECK RESULTS // 12 VECTORS
TECHHTTPS / SSL Certificate
48
TECHrobots.txt Configuration
36
TECHllms.txt Implementation
67
TECHStructured Data (JSON-LD)
21
TECHXML Sitemap
78
CONTENTContent Freshness
60
CONTENTAuthor Attribution (E-E-A-T)
37
CONTENTFAQ / Direct Answer Markup
57
CONTENTCitation-Worthy Content
30
DEFENSEAI Brand Monitoring
46
DEFENSENegative GEO Protection
44
DEFENSECompetitor Manipulation Shield
84
RECOMMENDATIONS // DUOLLABS
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: No AI brand monitoring detected for Duollabs. Set up regular monitoring across ChatGPT, Perplexity, Claude, and Gemini.
HIGH: Duollabs 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.
COMPETITIVE LANDSCAPE

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

duolstack.comduolcloud.comduolify.com

Monitor these domains for potential negative GEO campaigns targeting Duollabs.

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