Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
EDF 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%
+2.8% 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
E.ON
Competitor Displacement Rate
25.0%
Competitors are displacing EDF Energy in 25.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: EDF Energy is a major utility provider but faces increasing competition in the green energy and smart home sectors from more agile players. Their brand perception is challenged by competitors perceived as more innovative in customer solutions.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[which.co.uk][moneysavingexpert.com]⚠️ Identified Vulnerability:Customer Solutions
Primary Threat Identified:E.ON
Target Persona:Residential Energy Consumers
🚨 Threat Velocity:6/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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