Travel, Hospitality & Dining
🟢 SERP-Grounded (Light Telemetry)
Regent Seven Seas Cruises
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.
15.0%
+3.0% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:DominantThe 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
Seabourn Cruise Line
Competitor Displacement Rate
5.0%
Competitors are displacing Regent Seven Seas Cruises in 5.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Competitors are highlighting all-inclusive packages more aggressively, while Regent Seven Seas' value proposition is not as clearly articulated in search results.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[cruisecritic.com][travelandleisure.com][forbestravelguide.com]⚠️ Identified Vulnerability:Package Clarity
Primary Threat Identified:Seabourn Cruise Line
Target Persona:Luxury Travelers Seeking Value
🚨 Threat Velocity:3/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
Unlock Full Threat Report (30 Free Credits)