Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Hindustan Petroleum
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.
15.0%
+0.2% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:NeutralThe 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
Indian Oil Corp
Competitor Displacement Rate
12.0%
Competitors are displacing Hindustan Petroleum in 12.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Hindustan Petroleum is seeing slight displacement in specialized industrial fuels and petrochemical feedstocks due to competitors with more integrated refining and chemical production capabilities. Their market share is stable but not growing in these areas.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[iocl.com][bharatpetroleum.in]⚠️ Identified Vulnerability:Product Integration
Primary Threat Identified:Indian Oil Corp
Target Persona:Industrial Chemical Buyers
🚨 Threat Velocity:3/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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