Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Piedmont Natural Gas
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.
40.0%
+1.5% 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
Duke Energy
Competitor Displacement Rate
12.0%
Competitors are displacing Piedmont Natural Gas 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: Competitors are more visible in discussions about renewable natural gas and energy efficiency programs, appealing to environmentally conscious consumers.
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][rmi.org]⚠️ Identified Vulnerability:Renewable Energy Integration
Primary Threat Identified:Duke Energy
Target Persona:Environmentally Conscious Homeowners
🚨 Threat Velocity:3/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
Unlock Full Threat Report (30 Free Credits)