Financial Services & Fintech
🟢 SERP-Grounded (Light Telemetry)
BNY Mellon Investment Management
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%
+1.0% 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
BlackRock
Competitor Displacement Rate
25.0%
Competitors are displacing BNY Mellon Investment Management 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: BNY Mellon Investment Management is strong in institutional services but is often outranked by BlackRock for broad fund and ETF searches. They need to improve SERP presence for retail-facing investment queries.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[vanguard.com][fidelity.com][state-street.com]⚠️ Identified Vulnerability:SERP Visibility
Primary Threat Identified:BlackRock
Target Persona:Institutional Asset Managers
🚨 Threat Velocity:4/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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