Travel, Hospitality & Dining
🟢 SERP-Grounded (Light Telemetry)
Levy Restaurants
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.
0.1%
-0.0% 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
Compass Group
Competitor Displacement Rate
0.1%
Competitors are displacing Levy Restaurants in 0.1% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Levy Restaurants faces competition from larger, more established catering and venue management companies that may offer broader service portfolios and greater economies of scale. This can lead to being outbid on large contracts or losing market share to competitors with a wider reach.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[bizjournals.com][food-management.com]⚠️ Identified Vulnerability:Scale and Reach
Primary Threat Identified:Compass Group
Target Persona:Event Planners for Large Venues
🚨 Threat Velocity:4/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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