Financial Services & Fintech
🟢 SERP-Grounded (Light Telemetry)
Pershing
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%
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
Schwab Advisor Services
Competitor Displacement Rate
25.0%
Competitors are displacing Pershing 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: Competitors provide more seamless integration with third-party fintech solutions. Lacks a modern API strategy for developers and a more intuitive client portal.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[schwab.com][fidelity.com][envestnet.com]⚠️ Identified Vulnerability:Integration & API
Primary Threat Identified:Schwab Advisor Services
Target Persona:Wealth Management Firms
🚨 Threat Velocity:4/10An 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)