Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
ASE Technology Holding
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%
+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
Amkor Technology
Competitor Displacement Rate
20.0%
Competitors are displacing ASE Technology Holding 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: ASE faces increasing competition in advanced packaging solutions. Competitors are highlighting superior yield rates and faster turnaround times for complex semiconductor designs.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[semiconductorengineering.com][globalsmt.net]⚠️ Identified Vulnerability:Advanced Packaging
Primary Threat Identified:Amkor Technology
Target Persona:Semiconductor Procurement Managers
🚨 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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