Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Transpetro
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.
25.0%
+1.8% 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
Petrobras
Competitor Displacement Rate
22.0%
Competitors are displacing Transpetro in 22.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Transpetro, as a logistics provider, is being challenged by Petrobras's integrated supply chain and broader infrastructure investments. Efficiency in pipeline and terminal operations is a key area of competition.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[offshoreenergy.iek][upstreamonline.com]⚠️ Identified Vulnerability:Logistics Integration
Primary Threat Identified:Petrobras
Target Persona:Petroleum Logistics Coordinators
🚨 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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