Retail & E-Commerce
🟢 SERP-Grounded (Light Telemetry)
Plaza 66
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%
+2.0% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:NeutralThe 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
Hudson Yards
Competitor Displacement Rate
30.0%
Competitors are displacing Plaza 66 in 30.0% 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 offer more integrated digital experiences and personalized shopping journeys. Lacks robust online presence and e-commerce integration.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[yelp.com][tripadvisor.com]⚠️ Identified Vulnerability:Digital Experience
Primary Threat Identified:Hudson Yards
Target Persona:Urban Shoppers
🚨 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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