>_/GEO AUDIT/lastlabs.com
GEO VULNERABILITY AUDIT // LASTLABS.COM
REPORT — 2026-03-26

Lastlabs

GeneralRISK: MEDIUM

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

52
OVERALL GEO READINESS SCORE
VULNERABLEPROTECTED
42
TECHNICAL
📄
69
CONTENT
🔒
44
DEFENSE
DETAILED CHECK RESULTS // 12 VECTORS
TECHHTTPS / SSL Certificate
56
TECHrobots.txt Configuration
74
TECHllms.txt Implementation
29
TECHStructured Data (JSON-LD)
24
TECHXML Sitemap
28
CONTENTContent Freshness
68
CONTENTAuthor Attribution (E-E-A-T)
64
CONTENTFAQ / Direct Answer Markup
84
CONTENTCitation-Worthy Content
61
DEFENSEAI Brand Monitoring
45
DEFENSENegative GEO Protection
60
DEFENSECompetitor Manipulation Shield
26
RECOMMENDATIONS // LASTLABS
HIGH: Lastlabs 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.
MEDIUM: No AI brand monitoring detected for Lastlabs. Set up regular monitoring across ChatGPT, Perplexity, Claude, and Gemini.
INFO: Content freshness is good. Continue publishing regularly to maintain AI search relevance.
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 Lastlabs:

laststack.comlastcloud.comlastify.com

Monitor these domains for potential negative GEO campaigns targeting Lastlabs.

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