Healthcare & Pharmaceuticals
🟢 SERP-Grounded (Light Telemetry)
AbbVie Inc
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.
22.5%
+3.2% 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
Janssen Biotech
Competitor Displacement Rate
7.1%
Competitors are displacing AbbVie Inc in 7.1% 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 launching biosimil versions of key drugs, potentially eroding AbbVie's market share and revenue from blockbuster products.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[rheumatology.org][arthritistoday.org]⚠️ Identified Vulnerability:Patent Expirations
Primary Threat Identified:Janssen Biotech
Target Persona:Rheumatologists and Immunologists
🚨 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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