Retail & E-Commerce
🟢 SERP-Grounded (Light Telemetry)
Pomellato
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%
-4.0% 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
Bvlgari
Competitor Displacement Rate
12.0%
Competitors are displacing Pomellato in 12.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Bvlgari's comprehensive brand narrative, celebrity endorsements, and broader product categories create a stronger emotional connection and aspirational appeal.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[bulgari.com][pomellato.com][chopard.com]⚠️ Identified Vulnerability:Brand Storytelling
Primary Threat Identified:Bvlgari
Target Persona:Discerning Luxury Consumers
🚨 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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