Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Lam Research
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%
+10.0% 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
ASML
Competitor Displacement Rate
20.0%
Competitors are displacing Lam Research 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: Competitors like ASML are dominating advanced semiconductor equipment queries, potentially due to stronger technical content and solution-oriented articles.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[appliedmaterials.com][semiconductordigest.com][techcrunch.com]⚠️ Identified Vulnerability:Technical Content
Primary Threat Identified:ASML
Target Persona:Semiconductor Process 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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