Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Korea East-West Power
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%
-1.5% 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
KEPCO
Competitor Displacement Rate
15.0%
Competitors are displacing Korea East-West Power in 15.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: The brand appears to be losing visibility to its primary competitor, KEPCO, likely due to KEPCO's broader market presence and integrated service offerings in the South Korean energy sector.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[kepco.co.kr][en.kepco.co.kr]⚠️ Identified Vulnerability:Market Presence
Primary Threat Identified:KEPCO
Target Persona:Energy Sector Analysts
🚨 Threat Velocity:4/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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