>_/GEO AUDIT/airtlabs.com
GEO VULNERABILITY AUDIT // AIRTLABS.COM
REPORT — 2026-03-26

Airtlabs

GeneralRISK: MEDIUM

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

53
OVERALL GEO READINESS SCORE
VULNERABLEPROTECTED
54
TECHNICAL
📄
56
CONTENT
🔒
49
DEFENSE
DETAILED CHECK RESULTS // 12 VECTORS
TECHHTTPS / SSL Certificate
67
TECHrobots.txt Configuration
73
TECHllms.txt Implementation
22
TECHStructured Data (JSON-LD)
23
TECHXML Sitemap
83
CONTENTContent Freshness
55
CONTENTAuthor Attribution (E-E-A-T)
52
CONTENTFAQ / Direct Answer Markup
72
CONTENTCitation-Worthy Content
46
DEFENSEAI Brand Monitoring
55
DEFENSENegative GEO Protection
68
DEFENSECompetitor Manipulation Shield
25
RECOMMENDATIONS // AIRTLABS
HIGH: Airtlabs has no detectable llms.txt file. Implementing llms.txt helps AI systems understand your content and reduces hallucination risk.
HIGH: Structured data (JSON-LD) implementation is weak. Add Organization, Article, FAQ, and Breadcrumb schema to improve AI extraction.
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 Airtlabs:

airtbase.comairtly.comairthub.com

Monitor these domains for potential negative GEO campaigns targeting Airtlabs.

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