Healthcare & Pharmaceuticals
🟢 SERP-Grounded (Light Telemetry)
Envision Healthcare
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.
22.0%
-4.0% 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
TeamHealth
Competitor Displacement Rate
16.0%
Competitors are displacing Envision Healthcare in 16.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: TeamHealth's aggressive expansion and focus on hospital-based physician services are impacting Envision's market share and search visibility.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[aha.org][beckershospitalreview.com]⚠️ Identified Vulnerability:Hospital Services
Primary Threat Identified:TeamHealth
Target Persona:Hospital Administrators
🚨 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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