Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Cooper Industries
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.
35.0%
-1.0% 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
Eaton
Competitor Displacement Rate
35.0%
Competitors are displacing Cooper Industries in 35.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Eaton consistently ranks higher for product-specific searches and comparison queries, suggesting Cooper Industries' product information or B2B marketing is less prominent. The brand may lack detailed product specs or competitor comparisons in its SERP footprint.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[eaton.com][grainger.com][mscdirect.com]⚠️ Identified Vulnerability:Product Detail
Primary Threat Identified:Eaton
Target Persona:Electrical Engineers & Specifiers
🚨 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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