Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Keyence
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.
25.0%
+2.5% 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
Omron
Competitor Displacement Rate
20.0%
Competitors are displacing Keyence in 20.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Keyence faces competition in automation solutions. Competitors offer more integrated software suites, impacting Keyence's ability to capture leads seeking comprehensive 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.
[automation.com][globalspec.com]⚠️ Identified Vulnerability:Software Integration
Primary Threat Identified:Omron
Target Persona:Industrial Automation Engineers
🚨 Threat Velocity:6/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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