Healthcare & Pharmaceuticals
🟢 SERP-Grounded (Light Telemetry)
CSL Behring
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.
0.2%
+0.1% 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
Shire (Takeda)
Competitor Displacement Rate
0.2%
Competitors are displacing CSL Behring in 0.2% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Shire, now part of Takeda, often ranks higher for rare disease therapies and plasma-derived medicines, indicating a competitive edge in specialized treatment areas and demonstrating broader algorithmic recognition.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[takeda.com][shiresignaling.com]⚠️ Identified Vulnerability:Rare Disease Portfolio
Primary Threat Identified:Shire (Takeda)
Target Persona:Specialty Care Physicians
🚨 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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