Travel, Hospitality & Dining
🟢 SERP-Grounded (Light Telemetry)
Royal Park Hotel
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.
10.0%
-0.3% 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
Hyatt
Competitor Displacement Rate
12.0%
Competitors are displacing Royal Park Hotel 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: The hotel is losing share to major chains like Hyatt that offer extensive loyalty programs and consistent service standards across numerous locations.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[hyatt.com][marriott.com]⚠️ Identified Vulnerability:Loyalty Program
Primary Threat Identified:Hyatt
Target Persona:Loyalty program members
🚨 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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