Segmentation is a tool to grow customer numbers

netfix house of cardsdata pulse #37

Delivering the most relevant, inspirational messaging and experiences through advanced segmentation and targeting is a key advanced use of data. Segmentation itself is relatively straight forward, we all do it all the time. The skill for CMO lies in bridging the technical teams and the business imperatives to develop segmentation that delivers on commercial objectives

Netflix is an organisation that uses data in three of the advanced states. Netflix micro-tagging of vast content archives allowed creation of nearly 77,000 film segments, rich data, views, searches , times, pauses and more is used to build behavioural profiles and predictive algorithms give uniquely targeted recommendations.

The segmentation techniques are not dissimilar to the segmentations that Tesco, Sainsbury’s , Coop  and Asda built for segmenting customers. Both cluster users based on attributing product features to films / products and then clustering film watched/ products bought using analytics.

The difference is the Volume, Velocity and Veracity of data used.

Coop Food apply 7 segments to members annually,

Netflix create 77,000 segments on daily basis, continually refining which segment members are in so better able to predict your best next film.

More complex isn’t always better, as organisations need to WALK before they can RUN, and align people and processes before they build more complexity. Asda is now using customer segmentations and tools and processes for building ranges and promotional plans, and continually building and refining, as well as segmenting customer communication to improve the Customer Experience

Customer focus, data-driven to deliver commercial imperatives.

Building more sophisticated segmentations will develop but add value if they are aligned to deliver commercial objectives, so creating strategic and operational capabilities

 

 

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Author: mannmannandrew

Throughout my career I have been about building strong commercial relationships across an organisation, enabling and building data driven capability and leading teams encouraging them to develop industry leading solutions for customers. Ideas develop from collaboration, listening, observing and learning

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