Windrose Digital developed an AI-powered pricing solution for a vacation rental brand, boosting margins by 15% and unlocking over $300,000 in new revenue—especially in underserved rural markets.
A leading vacation rental company was struggling to optimize nightly pricing in rural markets with limited data. Previous pricing tools had failed to deliver, leaving revenue potential untapped.
Task:
Windrose Digital was brought in to develop an advanced machine learning solution capable of forecasting optimal pricing—even in data-scarce regions—with the goal of significantly increasing margins.
Action:
Leveraging our deep expertise in data analytics and AI, we built a custom pricing model using KNIME to predict ideal nightly rates based on dynamic supply and demand factors. The output was then integrated with Google Data Studio dashboards for actionable visibility across the organization.
Result:
Our data-driven approach delivered a 15% increase in profit margins, translating to over $300,000 in additional revenue. The solution not only filled a critical gap in rural pricing accuracy but also gave the client lasting visibility and control over their pricing strategy.