Financial Services & Fintech
🟢 SERP-Grounded (Light Telemetry)
Union 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.
10.0%
-1.0% 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
Chase Bank
Competitor Displacement Rate
30.0%
Competitors are displacing Union Bank in 30.0% 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 banks offer more robust rewards programs and wider ATM networks. Union Bank's online account opening process is cumbersome.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[creditkarma.com][finder.com]⚠️ Identified Vulnerability:Rewards Programs
Primary Threat Identified:Chase Bank
Target Persona:Frequent Travelers
🚨 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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