Travel, Hospitality & Dining
🟢 SERP-Grounded (Light Telemetry)
Jr Hotel
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.
0.0%
-0.1% 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
Best Western
Competitor Displacement Rate
0.2%
Competitors are displacing Jr Hotel in 0.2% 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 Hotel, likely a smaller or independent brand, struggles against established mid-range hotel chains with superior brand recognition, loyalty programs, and marketing budgets. Its limited online presence and booking capabilities make it difficult to compete for broader traveler audiences.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[tripadvisor.com][booking.com][kayak.com]⚠️ Identified Vulnerability:Brand Recognition
Primary Threat Identified:Best Western
Target Persona:Budget-Conscious Travelers
🚨 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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