Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
NextEra 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.
0.1%
+0.0% 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
Duke Energy
Competitor Displacement Rate
0.2%
Competitors are displacing NextEra Energy in 0.2% 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 innovating faster in grid modernization and distributed energy resource management. Lacks comprehensive customer-facing energy management dashboards.
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][greentechmedia.com]⚠️ Identified Vulnerability:Grid Modernization
Primary Threat Identified:Duke Energy
Target Persona:Utility Operations Managers
🚨 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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