Travel, Hospitality & Dining
🟢 SERP-Grounded (Light Telemetry)
Global Business Travel
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.
18.0%
+3.5% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:NeutralThe 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
American Express GBT
Competitor Displacement Rate
8.0%
Competitors are displacing Global Business Travel in 8.0% 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 excelling in showcasing advanced analytics and policy compliance tools, which are crucial for enterprise clients seeking cost control.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[businesstravelnews.com][phocuswright.com][concur.com]⚠️ Identified Vulnerability:Reporting & Analytics
Primary Threat Identified:American Express GBT
Target Persona:Corporate Travel Managers
🚨 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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