>_/GEO AUDIT/harvly.com
GEO VULNERABILITY AUDIT // HARVLY.COM
REPORT — 2026-03-26

Harvly

GeneralRISK: MEDIUM

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

53
OVERALL GEO READINESS SCORE
VULNERABLEPROTECTED
56
TECHNICAL
📄
43
CONTENT
🔒
62
DEFENSE
DETAILED CHECK RESULTS // 12 VECTORS
TECHHTTPS / SSL Certificate
32
TECHrobots.txt Configuration
77
TECHllms.txt Implementation
62
TECHStructured Data (JSON-LD)
62
TECHXML Sitemap
46
CONTENTContent Freshness
44
CONTENTAuthor Attribution (E-E-A-T)
32
CONTENTFAQ / Direct Answer Markup
45
CONTENTCitation-Worthy Content
50
DEFENSEAI Brand Monitoring
79
DEFENSENegative GEO Protection
46
DEFENSECompetitor Manipulation Shield
60
RECOMMENDATIONS // HARVLY
HIGH: Author attribution and E-E-A-T signals need strengthening. Add clear author bios, credentials, and publication dates.
MEDIUM: FAQ and direct-answer markup is missing. Adding FAQ schema increases chances of appearing in AI Overviews and answer engines.
HIGH: Harvly is vulnerable to negative GEO attacks. Implement proactive brand monitoring and content diversification.
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 Harvly:

harvbase.comharvly.comharvhub.com

Monitor these domains for potential negative GEO campaigns targeting Harvly.

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Scan harvly.com for hidden AI manipulation
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User IP: 192.168.x.x | Encryption: AES-256