Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Coal India
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%
-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
BHP Group
Competitor Displacement Rate
6.0%
Competitors are displacing Coal India in 6.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Coal India dominates domestic production, but global energy transition discussions and competitor activities from diversified giants like BHP Group impact its overall search footprint.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[globalmining.com][energytransition.com]⚠️ Identified Vulnerability:Market Perception
Primary Threat Identified:BHP Group
Target Persona:Global Energy Investors
🚨 Threat Velocity:5/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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