>_/GEO AUDIT/gramlabs.com
GEO VULNERABILITY AUDIT // GRAMLABS.COM
REPORT — 2026-03-26

Gramlabs

GeneralRISK: MEDIUM

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

52
OVERALL GEO READINESS SCORE
VULNERABLEPROTECTED
52
TECHNICAL
📄
38
CONTENT
🔒
69
DEFENSE
DETAILED CHECK RESULTS // 12 VECTORS
TECHHTTPS / SSL Certificate
73
TECHrobots.txt Configuration
28
TECHllms.txt Implementation
69
TECHStructured Data (JSON-LD)
43
TECHXML Sitemap
48
CONTENTContent Freshness
20
CONTENTAuthor Attribution (E-E-A-T)
34
CONTENTFAQ / Direct Answer Markup
60
CONTENTCitation-Worthy Content
38
DEFENSEAI Brand Monitoring
80
DEFENSENegative GEO Protection
82
DEFENSECompetitor Manipulation Shield
45
RECOMMENDATIONS // GRAMLABS
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.
COMPETITIVE LANDSCAPE

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

grampro.comgrambase.comgramly.com

Monitor these domains for potential negative GEO campaigns targeting Gramlabs.

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