Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
CHESF
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.
5.0%
-10.0% 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
State Grid Corporation
Competitor Displacement Rate
40.0%
Competitors are displacing CHESF in 40.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: CHESF, likely a regional or specialized entity, is significantly outranked by major national grids like State Grid Corporation. The displacement stems from the latter's vast infrastructure, established market dominance, and comprehensive energy provision capabilities.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[sgcc.com.cn][china-energy.com.cn]⚠️ Identified Vulnerability:Market Scale
Primary Threat Identified:State Grid Corporation
Target Persona:Large-Scale Energy Consumers
🚨 Threat Velocity:9/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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