After 6 months with AI pricing:

The Challenge

Ultimate Rentals manages 500+ vacation rental properties across Europe. Their manual pricing approach — adjusting rates based on season and gut feel — was leaving significant revenue on the table. They needed a data-driven solution that could optimize pricing in real-time based on demand, competition, and market conditions.

Key pain points:

Static pricing — Rates updated weekly at best, missing demand spikes

Missed revenue — Underpriced during high-demand periods

High vacancy — Overpriced during shoulder seasons

Our Approach

We built an AI-powered revenue management system that automatically optimizes pricing based on hundreds of data signals.

We built a comprehensive data pipeline:

We developed a multi-factor pricing model:

Historical booking data (3 years, 500+ properties)

Competitor rate scraping (10,000+ comparable listings)

The Outcome

After 6 months with AI pricing:

+23% revenue increase year-over-year

-35% vacancy rate (from 22% to 14%)

+18% ADR (Average Daily Rate) during peak periods

Pricing updated 24x/day vs. weekly manual updates

“"The AI pricing system paid for itself in the first month. We're capturing revenue we never knew we were missing. The team's ability to combine data science with practical business constraints was impressive."”

Technologies Used