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Segmentation

Segmentation or cluster analysis is a crucial technique in marketing that divides a group of diverse people or companies into smaller, more homogenous segments based on various characteristics and criteria. Segmentation analysis aims to understand better and target specific customer groups. Through segmentation, businesses can tailor their products, services, and marketing strategies to meet each segment's unique needs and preferences. At boobook, we use various analytical segmentation methods, such as latent class clustering, Hierarchical Bayes clustering, Cluster Ensemble, K-means, etc. The data, as well as the required outcome, drive method choice. Apart from choosing the most potent methodology, we also pay a lot of attention to ensuring the segments can be tackled by various business teams, a challenge which many segmentation exercises fail upon.

Our trusted
methodologies

At boobook, our core values shape our culture and drive our approach to solving complex business problems. These values are the foundation of our success and define who we are as a team.

Path-to-purchase

The path to purchase encompasses the entire journey from recognizing a need to using the acquired product, and through market research, we identify key triggers and touchpoints to inform our marketing and commercial strategies.

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Path-to-purchase

Brand performance & equity

Assessing brand performance, from awareness to advocacy, is vital. We help companies understand their brand's value against competitors and strategize effectively.

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Brand performance & equity

Decision tree analysis

Decision tree analysis is a versatile tool in data analysis and machine learning that graphically models decision-making factors, commonly employed to segment customers based on their likelihood to purchase a product.

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Decision tree analysis

Make better
business decisions

Explore our success stories and learn how we've successfully helped different businesses. Or get in touch with us to schedule an introductory call.