Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Valard Construction
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.
8.0%
-3.0% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:VulnerableThe 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
Kiewit Corporation
Competitor Displacement Rate
18.0%
Competitors are displacing Valard Construction in 18.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Larger competitors like Kiewit are often showcased for their extensive project experience, diverse capabilities, and strong safety records across major infrastructure projects. Valard Construction may be struggling to compete due to a perceived narrower scope of expertise and less brand recognition.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[kiewit.com][bechtel.com]⚠️ Identified Vulnerability:Brand Recognition & Scope
Primary Threat Identified:Kiewit Corporation
Target Persona:Major Infrastructure Procurement Officers
🚨 Threat Velocity:5/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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