Saturday, December 5, 2020
Propensity Modelling - Travel Data Daily

Audience Fragmentation – Propensity & Behavioural Scoring

Audience Fragmentation, also known as behavioural scoring or propensity scoring, is a popular method of descriptive analytics which aims to calculate the likelihood of...

How do you set Return-on-Investment expectations for Analytics projects?

How does a business set a realistic return on investment (ROI) expectation for analytics? This question often comes up from customers I talk to...
loyalty game mechanics

Using Loyalty Game Mechanics to Increase Revenue Per Seat

Loyalty game mechanics can be a massive revenue driver for both airlines, and their frequent flyer programs. Getting to the advanced state of leveraging from...

Airbnb & Noise data: How the data handshake improves customer experience

AirBnB & Noise data: How the data handshake improves customer experience Data's value increases when it's shared, and you can make money by selling it....
airline loyalty data

Monetizing Data: How Much is Airline Loyalty Data Worth?

Successful data-driven airlines typically attribute value of the airline loyalty data they collect within the loyalty program based on the commercial application of that...

How Big Data is Changing The Way We Fly

Airline big data, combined with predictive analytics is being used to drive up airline ticket prices. As airlines and their frequent flyer programs gather more...

Hotel Big Data Start-up StayAngel Shuts Down – Hilton loses millions

Recently, we learned that hotel big data start-up, StayAngel had closed its doors.  This is a piece written by the Founder, Mark Ross-Smith, on why...
Cathay Pacific Extend Elite Status

Should Airlines & Hotels Extend Elite Status in Times of Crisis?

Extend elite status or Not to extend elite status? That's the million-dollar question circling around the travel loyalty industry lately. The unprecedented grounding of aircraft,...

Predicting Loyalty Churn – Cathay Pacific Marco Polo [Case Study]

Cathay Pacific Marco Polo loyalty program changes in 2015 could have cost the company over $1B in lost revenue Big data can now predict when...

5 Predictions for Airline Loyalty in 2021

Each year I publish in advance my thoughts and insights as to where the travel loyalty industry is heading. While 2020 was a tough one...