Healthcare & Pharmaceuticals
🟢 SERP-Grounded (Light Telemetry)
DaVita
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.
65.0%
+4.0% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:DominantThe 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
Fresenius Medical Care
Competitor Displacement Rate
15.0%
Competitors are displacing DaVita in 15.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: As a major dialysis provider, DaVita faces strong competition from its primary rival, Fresenius, which has a comparable global footprint and offers integrated renal care services.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[freseniusmedicalcare.com][nxstage.com]⚠️ Identified Vulnerability:Patient Experience
Primary Threat Identified:Fresenius Medical Care
Target Persona:Kidney dialysis patients
🚨 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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