Financial Services & Fintech
🟢 SERP-Grounded (Light Telemetry)
KB Securities
Programmatic AI Search & Model Visibility Audit
Share of Model (SOM)The percentage of time frontier AI models (ChatGPT, Claude, Gemini) recommend this brand for high-intent category queries.
0.1%
+0.0% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:DominantThe contextual sentiment of the AI's recommendation. 'Dominant' implies strong conviction, while 'Vulnerable' implies the model heavily conditions its recommendation.
Algorithmic Threat Detection
Primary Competitor Threat
Mirae Asset
Competitor Displacement Rate
0.2%
Competitors are displacing KB Securities in 0.2% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Offers a wide range of investment products but is perceived as less innovative in digital wealth management and personalized financial planning tools. Competitors are actively leveraging AI for client-specific recommendations.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[news.kbsec.com][hankyung.com]⚠️ Identified Vulnerability:Digital Wealth Management
Primary Threat Identified:Mirae Asset
Target Persona:Savvy Investors
🚨 Threat Velocity:6/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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