Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
SEM
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.
20.0%
0.0% 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
ABB
Competitor Displacement Rate
25.0%
Competitors are displacing SEM 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: SEM's market presence is diluted by competitors offering more advanced automation and digital solutions. The brand struggles to highlight unique technological advantages in industrial control systems.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[automationworld.com][controleng.com]⚠️ Identified Vulnerability:Technological Edge
Primary Threat Identified:ABB
Target Persona:Industrial Automation Engineers
🚨 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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