Travel, Hospitality & Dining
🟢 SERP-Grounded (Light Telemetry)
Sands
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.
20.0%
+1.0% 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
Wynn Resorts
Competitor Displacement Rate
20.0%
Competitors are displacing Sands in 20.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: While Sands properties are prominent, aggregated travel sites often rank competitors higher for 'best integrated resort' searches due to more aggressive promotional content. Pricing transparency for packages varies.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[tripadvisor.com][forbestraveler.com]⚠️ Identified Vulnerability:Promotional Content
Primary Threat Identified:Wynn Resorts
Target Persona:High-End Leisure & Business Travelers
🚨 Threat Velocity:3/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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