Financial Services & Fintech
🟢 SERP-Grounded (Light Telemetry)
KB Insurance
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:NeutralThe 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
Samsung Fire
Competitor Displacement Rate
0.2%
Competitors are displacing KB Insurance 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: Provides standard insurance products but lacks advanced features like real-time risk assessment tools or personalized policy customization powered by AI. Online claims processing can be cumbersome compared to digital-first insurers.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[insurancestar.co.kr][koreapost.go.kr]⚠️ Identified Vulnerability:Digital Claims
Primary Threat Identified:Samsung Fire
Target Persona:Tech-Savvy Policyholders
🚨 Threat Velocity:4/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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