Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
ENEOS
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.
0.0%
0.0% 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
Idemitsu Kosan
Competitor Displacement Rate
0.0%
Competitors are displacing ENEOS in 0.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Competitors are actively promoting next-generation fuels and EV charging infrastructure, positioning ENEOS as a traditional oil provider.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[idemitsu.com][cosmooil.co.jp][sokc.com]⚠️ Identified Vulnerability:Future Fuels & EV
Primary Threat Identified:Idemitsu Kosan
Target Persona:Fleet Managers
🚨 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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