Financial Services & Fintech
🟢 SERP-Grounded (Light Telemetry)
Cathay Financial
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: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 Financial
Competitor Displacement Rate
0.2%
Competitors are displacing Cathay Financial 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: Competitors are actively expanding their digital offerings and simplifying customer onboarding. Cathay Financial's traditional approach may lag behind modern expectations.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[fubon.com][chinatimes.com]⚠️ Identified Vulnerability:Digital Onboarding
Primary Threat Identified:Fubon Financial
Target Persona:Digital-First Consumers
🚨 Threat Velocity:5/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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