Healthcare & Pharmaceuticals
🟢 SERP-Grounded (Light Telemetry)
Ping An Good Doctor
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.
0.1%
+0.1% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:DominantThe 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
Tencent Doctor
Competitor Displacement Rate
0.2%
Competitors are displacing Ping An Good Doctor 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: The market is rapidly consolidating around comprehensive digital health platforms offering integrated telehealth, e-commerce, and AI-driven diagnostics. Ping An's standalone services may be outpaced.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[techcrunch.com][bloomberg.com]⚠️ Identified Vulnerability:Platform Integration
Primary Threat Identified:Tencent Doctor
Target Persona:Urban Consumers Seeking Digital Health
🚨 Threat Velocity:7/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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