Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Vanke
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.
25.0%
-5.0% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:NegativeThe 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
Country Garden
Competitor Displacement Rate
45.0%
Competitors are displacing Vanke in 45.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Country Garden is consistently ranking higher for queries related to property development, investment opportunities, and new project launches. Vanke's SERP visibility is lagging, suggesting its project portfolio and market positioning are not effectively communicated.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[countrygarden.com.cn][evergrande.com]⚠️ Identified Vulnerability:Market Presence
Primary Threat Identified:Country Garden
Target Persona:Real Estate Investors
🚨 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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