Healthcare & Pharmaceuticals
🟢 SERP-Grounded (Light Telemetry)
Hospital Brasil
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.
25.0%
-5.0% 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
Rede D'Or São Luiz
Competitor Displacement Rate
30.0%
Competitors are displacing Hospital Brasil in 30.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: This hospital likely faces significant competition from larger, more established hospital networks in Brazil that have greater brand recognition, specialized services, and wider geographic reach.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[rededor.com.br][sabinamed.com.br]⚠️ Identified Vulnerability:Service Specialization
Primary Threat Identified:Rede D'Or São Luiz
Target Persona:Patients seeking specialized medical treatment in Brazil
🚨 Threat Velocity:7/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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