Retail & E-Commerce
🟢 SERP-Grounded (Light Telemetry)
Uni-President Department Store
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.
8.0%
-1.0% 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
Local Marketplaces
Competitor Displacement Rate
22.0%
Competitors are displacing Uni-President Department Store in 22.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: This store faces significant pressure from agile local e-commerce platforms and specialized online retailers offering wider selections and more competitive pricing.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[shopee.tw][pinkoi.com][etsy.com]⚠️ Identified Vulnerability:Online Agility
Primary Threat Identified:Local Marketplaces
Target Persona:Convenience-Seeking Urban Shoppers
🚨 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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