Financial Services & Fintech
🟢 SERP-Grounded (Light Telemetry)
KGI Life
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.
0.0%
-0.0% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:VulnerableThe 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
Fubon Life
Competitor Displacement Rate
0.1%
Competitors are displacing KGI Life in 0.1% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Competitors provide more accessible and transparent online policy management. KGI Life's complex processes and limited digital tools create friction for policyholders.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[money101.com.tw][wealthmagazine.com.tw]⚠️ Identified Vulnerability:User Experience
Primary Threat Identified:Fubon Life
Target Persona:Proactive 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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