Financial Services & Fintech
🟢 SERP-Grounded (Light Telemetry)
Aetna
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.
35.0%
+1.2% 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
UnitedHealth
Competitor Displacement Rate
20.0%
Competitors are displacing Aetna 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: Competitors are rapidly expanding their integrated care networks and digital health offerings. Aetna's platform may not be perceived as comprehensive in terms of telehealth and wellness programs.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[healthgrades.com][zocdoc.com]⚠️ Identified Vulnerability:Digital Health
Primary Threat Identified:UnitedHealth
Target Persona:HR Benefits Managers
🚨 Threat Velocity:6/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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