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Case Study:
Leisure industry
Data science driving marketing performance
We were engaged by a national UK hotel chain to drive efficiencies in marketing across the board through econometric modelling, forecasting and tooling.
Background:
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Bookings made through multiple channels
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No view of customer research journey
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Impact of media spend not fully understood
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Many decisions made by “gut feel”
Objective:
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Understand the effect of each marketing lever
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Generate data-driven marketing decisions
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Forecast the future effect of these decisions
Solution:
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Discovery, assessment and collection of all relevant internal
and external data into an analytical database -
Creation of econometric models describing the effects of all marketing spend and other activity
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Creation of “Sales Forecaster” tool to allow scenario planning
and performance measurement
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