Luxury Hotel Intelligence Platform

A platform that provides accurate, differentiated ratings for luxury hotels (fixing Google's useless 4.7-4.9 star problem) and scrapes historical pricing data automatically. Luxury travelers get better booking decisions and pricing transparency without manual calendar clicking.

The compressed star-rating problem at the top end of hospitality is real and well-documented — Google's review inflation makes a 4.7 indistinguishable from a 4.9, and luxury travelers making $1,000+/night decisions are acutely aware of this gap. No clear incumbent owns the differentiated luxury-rating space; TripAdvisor and Google are the closest substitutes but are structurally unable to fix the bunching problem, and dedicated luxury guides like Forbes Travel or Michelin ratings are opaque and infrequently updated. The $2k–$10k/mo revenue band is plausible if the distribution channel is direct to affluent consumers via subscription or affiliate commissions from bookings, but it's modest given the required scraping infrastructure and ongoing editorial judgment needed to keep ratings meaningful. The biggest risk is that luxury travelers already use travel advisors or concierge services for exactly this decision — displacing a human relationship with a platform requires either dramatically superior data or reaching users before they've formed that habit.