Financial Services & Fintech
🟢 SERP-Grounded (Light Telemetry)
Hana Savings 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.
20.0%
0.0% 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
SoFi
Competitor Displacement Rate
20.0%
Competitors are displacing Hana Savings Bank in 20.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Online-only banks offer higher interest rates on savings accounts and CDs. Hana Savings Bank's branch network is a disadvantage for digital-first customers.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[depositaccounts.com][bankrate.com]⚠️ Identified Vulnerability:Interest Rates
Primary Threat Identified:SoFi
Target Persona:Savvy Savers
🚨 Threat Velocity:3/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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