Financial Services & Fintech
🟢 SERP-Grounded (Light Telemetry)
KGI Investment Trust
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
Fidelity Investments
Competitor Displacement Rate
25.0%
Competitors are displacing KGI Investment Trust 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: KGI Investment Trust struggles to gain traction against dominant players like Fidelity, particularly for comprehensive investment advice. Its brand recognition and perceived expertise are lower.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[morningstar.com][investopedia.com][schwab.com]⚠️ Identified Vulnerability:Brand Recognition
Primary Threat Identified:Fidelity Investments
Target Persona:Retail Investors
🚨 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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