Healthcare & Pharmaceuticals
🟢 SERP-Grounded (Light Telemetry)
Vertex Pharmaceuticals
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.
0.0%
0.0% 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
Pfizer
Competitor Displacement Rate
0.0%
Competitors are displacing Vertex Pharmaceuticals in 0.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Vertex Pharmaceuticals focuses on genetic therapies, particularly for cystic fibrosis. Competitors with broader drug pipelines and existing market dominance in related therapeutic areas often lead to displacement.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[clinicaltrials.gov][nejm.org]⚠️ Identified Vulnerability:Pipeline Breadth
Primary Threat Identified:Pfizer
Target Persona:Medical Researchers and Specialists
🚨 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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