Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Constellation 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.
50.0%
+3.0% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:DominantThe 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
Exelon Generation
Competitor Displacement Rate
15.0%
Competitors are displacing Constellation Energy in 15.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Constellation Energy is a leading force in energy generation and retail, leveraging a diverse portfolio and strong market presence. Its scale and strategic acquisitions position it well against competitors.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[utilitydive.com][powermag.com]⚠️ Identified Vulnerability:Market Dominance
Primary Threat Identified:Exelon Generation
Target Persona:Commercial Energy Consumers
🚨 Threat Velocity:4/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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