Travel, Hospitality & Dining
🟢 SERP-Grounded (Light Telemetry)
Don Julio
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%
+8.0% 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
Patron
Competitor Displacement Rate
12.0%
Competitors are displacing Don Julio 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: Don Julio enjoys strong brand recognition, but premium tequila competitors like Patron are aggressively marketing unique barrel-aged expressions and collector's editions, capturing a segment of the high-end market.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[wine-searcher.com][thespruceeats.com]⚠️ Identified Vulnerability:Product Differentiation
Primary Threat Identified:Patron
Target Persona:Premium Tequila Connoisseurs
🚨 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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