49
OVERALL GEO READINESS SCORE
VULNERABLEPROTECTED
⚙
50
TECHNICAL
📄
51
CONTENT
🔒
45
DEFENSE
DETAILED CHECK RESULTS // 12 VECTORS
TECHHTTPS / SSL Certificate
69
TECHrobots.txt Configuration
47
TECHllms.txt Implementation
37
TECHStructured Data (JSON-LD)
32
TECHXML Sitemap
66
CONTENTContent Freshness
81
CONTENTAuthor Attribution (E-E-A-T)
67
CONTENTFAQ / Direct Answer Markup
25
CONTENTCitation-Worthy Content
32
DEFENSEAI Brand Monitoring
34
DEFENSENegative GEO Protection
72
DEFENSECompetitor Manipulation Shield
30
RECOMMENDATIONS // COHESTACK
HIGH: Cohestack 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: FAQ and direct-answer markup is missing. Adding FAQ schema increases chances of appearing in AI Overviews and answer engines.
MEDIUM: No AI brand monitoring detected for Cohestack. Set up regular monitoring across ChatGPT, Perplexity, Claude, and Gemini.
INFO: Content freshness is good. Continue publishing regularly to maintain AI search relevance.
COMPETITIVE LANDSCAPE
Potential competitors in the General space that may be running GEO campaigns targeting Cohestack:
Monitor these domains for potential negative GEO campaigns targeting Cohestack.