Travel, Hospitality & Dining
🟢 SERP-Grounded (Light Telemetry)
East Japan Railway Company
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.
30.0%
+1.5% 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
Central Japan Railway
Competitor Displacement Rate
18.0%
Competitors are displacing East Japan Railway Company in 18.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: JR East's extensive domestic network is dominant in its region, but faces competition from other JR companies and increasing interest in alternative high-speed rail options and low-cost carriers for inter-regional travel.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[japan-guide.com][hyperdia.com]⚠️ Identified Vulnerability:Regional Focus
Primary Threat Identified:Central Japan Railway
Target Persona:Domestic Tourists and Commuters
🚨 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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