Date
April 8, 2024
Topic
Blog
Identifying the root cause for hotel booking cancellation using Causal Inference
Understanding and Reducing Hotel Booking Cancellations: A Success Story by Seven Billion

Hotel booking cancellations can be a significant challenge for the hospitality industry. Our team at Seven Billion recently worked with a client facing a high rate of booking cancellations, which was impacting their revenue and operational efficiency. By leveraging our expertise in data analytics and AI, we helped the client uncover the root causes of these cancellations and implement effective strategies to reduce them.

Identifying the Problem

The client approached us with a pressing issue: a substantial number of bookings were being canceled, leading to lost revenue and inefficient resource allocation. They needed to understand why these cancellations were happening and what they could do to prevent them.

Analyzing the Data

We began by gathering and analyzing the client's booking data. Through careful examination, we identified several potential factors contributing to cancellations:

  1. Unavailable Requests: Some customers canceled their bookings when specific requests (like car parking) couldn't be met.
  2. Customer Dissatisfaction: Others canceled upon realizing the hotel didn't meet their expectations.
  3. Changes in Travel Plans: Many cancellations occurred due to changes in customers' travel plans.

Key Insights and Strategies

Using advanced analytical techniques, we discovered some surprising and actionable insights:

  1. Room Assignments: One of the most unexpected findings was that assigning a different room than initially booked actually reduced the likelihood of cancellations. It turned out that customers appreciated the flexibility and often perceived these changes as upgrades.
  2. Booking Changes: We found a strong correlation between booking changes and cancellations. Customers who made changes to their bookings were more likely to cancel. This suggested a level of uncertainty or dissatisfaction that needed to be addressed.

Implementing Solutions

Based on these insights, we helped the client implement several targeted strategies:

  1. Enhanced Communication: Improving communication with customers regarding room availability and ensuring that their requests could be met whenever possible.
  2. Flexible Room Management: Introducing policies that allowed for flexible room assignments, framing them as potential upgrades to enhance customer satisfaction.
  3. Streamlined Booking Process: Simplifying the booking process and reducing the need for changes by providing clear and detailed information upfront.

Real Results

The impact of these strategies was significant. The client saw a notable reduction in cancellation rates, leading to increased revenue and more efficient use of resources. Customers responded positively to the changes, with many appreciating the flexibility and improved communication.

How Seven Billion Can Help Your Business

This approach isn't limited to the hospitality industry. At Seven Billion, we specialize in applying data-driven insights to solve complex business problems across various sectors. By understanding the unique challenges your business faces and leveraging our expertise in data analytics and AI, we can help you identify the root causes of issues and implement effective solutions.

Whether you're dealing with customer churn, operational inefficiencies, or other business challenges, our team is here to help. Contact Seven Billion today to learn how we can partner with you to drive success and achieve your business goals.