Financial Services & Fintech
🟢 SERP-Grounded (Light Telemetry)
CTBC 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.
18.0%
-6.0% 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
Yuanta Securities
Competitor Displacement Rate
32.0%
Competitors are displacing CTBC Securities in 32.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Competitors provide superior research tools and faster trade execution for active traders. Lacks user-friendly mobile trading app and competitive commission rates.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[yuantasports.com][kgi.com.tw][fubon-ebroker.com]⚠️ Identified Vulnerability:Trading Platform & Fees
Primary Threat Identified:Yuanta Securities
Target Persona:Day Traders
🚨 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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