Retail & E-Commerce
🟢 SERP-Grounded (Light Telemetry)
Unibail-Rodamco
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.
0.1%
+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
Brookfield Properties
Competitor Displacement Rate
0.3%
Competitors are displacing Unibail-Rodamco in 0.3% 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 like Brookfield Properties are aggressively acquiring prime retail locations and investing heavily in experiential retail, drawing foot traffic and tenant interest away. Unibail-Rodamco's portfolio lacks the same dynamic mix and modern amenities.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[brookfieldproperties.com][simon.com]⚠️ Identified Vulnerability:Property Mix
Primary Threat Identified:Brookfield Properties
Target Persona:Retail Tenants
🚨 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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