How Airlines Become Data Driven: Does Marketing Actually Drive More Bookings?

In the fourth and final episode of the How Airlines Become Data Driven series, we move from analysing relationships to one of the most difficult questions in airline marketing: does marketing actually generate additional demand and bookings?

Traditional attribution can show which marketing channel received credit for a conversion. But it cannot necessarily tell us whether that booking happened because of the campaign or whether the customer would have booked anyway.

In this episode, I share a practical six-step framework for moving beyond attribution and correlation towards measuring the incremental impact of airline marketing.

In this episode, we talk about:

Why airline digital teams rarely reach the incrementality stage

The difference between attribution, correlation and causation

How to define the business outcome or key metric you want to influence

Why airline teams need trusted, connected data before attempting advanced measurement

How external factors such as capacity, pricing, seasonality and competitor activity can influence results

Why clear hypotheses are the starting point for meaningful analysis

How existing or deliberately created variability makes marketing impact measurable

How correlation, regression analysis and experimentation can help teams test their assumptions