Financial Services & Fintech
🟢 SERP-Grounded (Light Telemetry)
Yuanta Bank
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.
8.0%
+1.5% 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
Mega Bank
Competitor Displacement Rate
12.0%
Competitors are displacing Yuanta Bank in 12.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Yuanta Bank's digital banking services are not as robust or user-friendly as those offered by competitors like Mega Bank. This gap in user experience and feature set leads to customer attrition.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[mega.com.tw][firstbank.com.tw]⚠️ Identified Vulnerability:Digital Experience
Primary Threat Identified:Mega Bank
Target Persona:Young Professionals Seeking Digital Banking
🚨 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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