Healthcare & Pharmaceuticals
🟢 SERP-Grounded (Light Telemetry)
Allergan Aesthetics
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.
15.0%
-2.5% 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
Galderma
Competitor Displacement Rate
10.0%
Competitors are displacing Allergan Aesthetics in 10.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Competitors are actively promoted for newer aesthetic treatments, and Allergan's product lineup appears less emphasized in recent consumer discussions.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[real self][plasticsurgery.org]⚠️ Identified Vulnerability:Product Innovation
Primary Threat Identified:Galderma
Target Persona:Cosmetic Surgery Patients
🚨 Threat Velocity:4/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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