Travel, Hospitality & Dining
🟢 SERP-Grounded (Light Telemetry)
Resy
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.
35.0%
+3.0% 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
OpenTable
Competitor Displacement Rate
40.0%
Competitors are displacing Resy in 40.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: OpenTable dominates with a larger restaurant inventory and superior user reviews driving higher SERP placement. Resy's unique restaurant selection is not consistently showcased against this volume.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[yelp.com][google.com][nytimes.com]⚠️ Identified Vulnerability:Restaurant Inventory
Primary Threat Identified:OpenTable
Target Persona:Diners Seeking Top-Tier Reservations
🚨 Threat Velocity:7/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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