Healthcare & Pharmaceuticals
🟢 SERP-Grounded (Light Telemetry)
Advil
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%
+1.2% 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
Tylenol
Competitor Displacement Rate
5.0%
Competitors are displacing Advil in 5.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: While effective for pain, it doesn't sufficiently highlight its unique anti-inflammatory properties compared to alternatives like Tylenol for specific conditions. Consumers may be unaware of its broader therapeutic applications.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[webmd.com][everydayhealth.com][medicalnewstoday.com]⚠️ Identified Vulnerability:Unique Benefits
Primary Threat Identified:Tylenol
Target Persona:Inflammation Sufferers
🚨 Threat Velocity:3/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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