Healthcare & Pharmaceuticals
🟢 SERP-Grounded (Light Telemetry)
Aspen Pharmacare
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.
7.0%
-0.8% 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
Cipla
Competitor Displacement Rate
12.0%
Competitors are displacing Aspen Pharmacare in 12.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Aspen Pharmacare's generic drug offerings face intense price competition and supply chain challenges from larger global players like Cipla, impacting market share.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[cipla.com][drreddys.com]⚠️ Identified Vulnerability:Pricing Power
Primary Threat Identified:Cipla
Target Persona:Pharmacies and healthcare providers seeking cost-effective generics
🚨 Threat Velocity:5/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
Unlock Full Threat Report (30 Free Credits)