Travel, Hospitality & Dining
🟢 SERP-Grounded (Light Telemetry)
Restaurant Associates
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%
-1.0% 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
Union Square Events
Competitor Displacement Rate
6.0%
Competitors are displacing Restaurant Associates in 6.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Restaurant Associates is being outranked by caterers with stronger online portfolios and customer reviews showcasing innovative menu options and event execution.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[nytimes.com][zagat.com]⚠️ Identified Vulnerability:Online Presence & Innovation
Primary Threat Identified:Union Square Events
Target Persona:Event Planners
🚨 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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