Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Quanta Services
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.
10.0%
-5.0% 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
MasTec
Competitor Displacement Rate
15.0%
Competitors are displacing Quanta Services in 15.0% 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 often highlighted for their integrated service offerings and broader geographic reach in large-scale infrastructure projects. Quanta Services may be perceived as having a less comprehensive solution set for certain complex, multi-faceted projects.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[mastec.com][enr.com]⚠️ Identified Vulnerability:Service Integration
Primary Threat Identified:MasTec
Target Persona:Large-Scale Infrastructure Project Managers
🚨 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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