Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Engie Brasil Energia
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.
6.0%
+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
CPFL Energia
Competitor Displacement Rate
7.0%
Competitors are displacing Engie Brasil Energia in 7.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: CPFL Energia is showing stronger investment in distributed generation and energy efficiency solutions. Engie Brasil Energia's strong performance is primarily in traditional generation, with slower adoption of newer tech.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[valor.globo.com][canalrural.com.br]⚠️ Identified Vulnerability:Distributed Generation
Primary Threat Identified:CPFL Energia
Target Persona:Brazilian Energy Efficiency Consultants
🚨 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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