>_/GEO AUDIT/courstack.com
GEO VULNERABILITY AUDIT // COURSTACK.COM
REPORT — 2026-03-26

Courstack

GeneralRISK: MEDIUM

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

52
OVERALL GEO READINESS SCORE
VULNERABLEPROTECTED
56
TECHNICAL
📄
50
CONTENT
🔒
49
DEFENSE
DETAILED CHECK RESULTS // 12 VECTORS
TECHHTTPS / SSL Certificate
31
TECHrobots.txt Configuration
46
TECHllms.txt Implementation
67
TECHStructured Data (JSON-LD)
61
TECHXML Sitemap
75
CONTENTContent Freshness
43
CONTENTAuthor Attribution (E-E-A-T)
37
CONTENTFAQ / Direct Answer Markup
56
CONTENTCitation-Worthy Content
62
DEFENSEAI Brand Monitoring
43
DEFENSENegative GEO Protection
42
DEFENSECompetitor Manipulation Shield
63
RECOMMENDATIONS // COURSTACK
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 Courstack. Set up regular monitoring across ChatGPT, Perplexity, Claude, and Gemini.
HIGH: Courstack 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 Courstack:

courly.comcourhub.comcourlabs.com

Monitor these domains for potential negative GEO campaigns targeting Courstack.

RUN LIVE SCANNER
Get real-time analysis with deeper checks
CHECK PROMPT POISONING
Scan courstack.com for hidden AI manipulation
← ALL AUDITS
User IP: 192.168.x.x | Encryption: AES-256