Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Siliconware Precision 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.
15.0%
-8.0% 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
ASE Technology Holding
Competitor Displacement Rate
55.0%
Competitors are displacing Siliconware Precision Industries in 55.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Siliconware Precision Industries (SPIL) is often outranked by ASE Technology Holding in searches for semiconductor packaging and testing services. ASE's scale and comprehensive service offerings give it a significant advantage in search result placement.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[aseglobal.com][statschippac.com]⚠️ Identified Vulnerability:Market Share
Primary Threat Identified:ASE Technology Holding
Target Persona:Semiconductor Procurement Managers
🚨 Threat Velocity:7/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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