Consumer Electronics & Hardware
🟢 SERP-Grounded (Light Telemetry)
Taiwan Semiconductor Manufacturing Company
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.
70.0%
+8.0% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:DominantThe 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
Samsung Foundry
Competitor Displacement Rate
5.0%
Competitors are displacing Taiwan Semiconductor Manufacturing Company in 5.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: TSMC dominates the foundry market, but competitors are investing heavily to capture advanced node market share and expand capacity.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[semianalysis.com][semiwiki.com]⚠️ Identified Vulnerability:Capacity Constraints
Primary Threat Identified:Samsung Foundry
Target Persona:Semiconductor Fabless Designers
🚨 Threat Velocity:2/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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