Financial Services & Fintech
🟢 SERP-Grounded (Light Telemetry)
Hua Nan 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.
30.0%
+5.0% 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
Yuanta Securities
Competitor Displacement Rate
25.0%
Competitors are displacing Hua Nan Securities in 25.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: The brand is competing against firms with stronger online trading platforms and more comprehensive research tools for active traders.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[moneydj.com][chinatimes.com]⚠️ Identified Vulnerability:Platform Features
Primary Threat Identified:Yuanta Securities
Target Persona:Active Retail Traders
🚨 Threat Velocity:5/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
Unlock Full Threat Report (30 Free Credits)