46
OVERALL GEO READINESS SCORE
VULNERABLEPROTECTED
⚙
41
TECHNICAL
📄
58
CONTENT
🔒
41
DEFENSE
DETAILED CHECK RESULTS // 12 VECTORS
TECHHTTPS / SSL Certificate
49
TECHrobots.txt Configuration
72
TECHllms.txt Implementation
39
TECHStructured Data (JSON-LD)
22
TECHXML Sitemap
21
CONTENTContent Freshness
61
CONTENTAuthor Attribution (E-E-A-T)
69
CONTENTFAQ / Direct Answer Markup
67
CONTENTCitation-Worthy Content
34
DEFENSEAI Brand Monitoring
53
DEFENSENegative GEO Protection
46
DEFENSECompetitor Manipulation Shield
24
RECOMMENDATIONS // GRAB
HIGH: Grab 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.
HIGH: Grab is vulnerable to negative GEO attacks. Implement proactive brand monitoring and content diversification.
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 Super App / Ride-hailing space that may be running GEO campaigns targeting Grab:
Monitor these domains for potential negative GEO campaigns targeting Grab.