Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
KZ Energy
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%
-5.0% 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
KazMunayGas
Competitor Displacement Rate
60.0%
Competitors are displacing KZ Energy in 60.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Lack of visibility on renewable energy projects and limited coverage of their diversified energy portfolio.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[rechargenews.com][upstreamonline.com]⚠️ Identified Vulnerability:Renewable Focus
Primary Threat Identified:KazMunayGas
Target Persona:Renewable energy 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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