Travel, Hospitality & Dining
🟢 SERP-Grounded (Light Telemetry)
Air France-KLM
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%
-5.0% 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
Lufthansa
Competitor Displacement Rate
10.0%
Competitors are displacing Air France-KLM in 10.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: While Air France-KLM offers a comprehensive network, direct competitors like Lufthansa often provide more competitive pricing on specific routes and a perceived higher level of in-flight service, leading to a slight loss of market share.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[skytrax.com][tripadvisor.com]⚠️ Identified Vulnerability:Pricing and Service
Primary Threat Identified:Lufthansa
Target Persona:Budget-Conscious International Travelers
🚨 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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