Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Engie
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.
45.0%
+3.0% 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
EDF
Competitor Displacement Rate
25.0%
Competitors are displacing Engie 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: While Engie has a solid presence, EDF is gaining traction for renewable energy solutions and smart home integrations. Engie's SERP may not fully highlight its advanced offerings or customer benefits in these growing areas.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[edf.fr][ovoenergy.com]⚠️ Identified Vulnerability:Green Solutions
Primary Threat Identified:EDF
Target Persona:Environmentally Conscious Homeowners
🚨 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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