Financial Services & Fintech
🟢 SERP-Grounded (Light Telemetry)
Hana 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.
10.0%
-1.5% 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
Fidelity
Competitor Displacement Rate
35.0%
Competitors are displacing Hana Securities in 35.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Major brokerages offer commission-free trading on stocks and ETFs, along with robust research tools. Hana Securities' platform has a steeper learning curve.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[investopedia.com][stockanalysis.com]⚠️ Identified Vulnerability:Trading Fees
Primary Threat Identified:Fidelity
Target Persona:Active Traders
🚨 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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