Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
New World China Land
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.
10.0%
-2.0% 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
China Vanke
Competitor Displacement Rate
55.0%
Competitors are displacing New World China Land in 55.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: New World China Land operates in a highly competitive real estate market where developers like China Vanke often dominate search results due to their extensive project portfolios and market capitalization. Their online visibility is likely hampered by a lack of targeted content for property investment queries.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[vanke.com][countrygarden.com.cn]⚠️ Identified Vulnerability:Project Scale
Primary Threat Identified:China Vanke
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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