Skip to content

tripsy-eth/Customer-Segmentation-Using-ML

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

1 Commit
 
 
 
 
 
 

Repository files navigation

Customer Segmentation

Customer segmentation is necessary as it allows businesses to cater to individual customer needs and unique traits. Every customer is unique, and treating them all the same will not resonate with them equally. The traits of customers, such as product category preferences, average basket sizes, responsiveness, channel preference, and many more, are often overlooked in marketing. Segmentation enables marketers to divide the customer base into several groups, known as customer segments, based on their similarity in relevant ways such as gender, age, interests, and miscellaneous spending habits.

Importance of Customer Segmentation

The importance of customer segmentation lies in its ability to modify market programs, support business decisions, manage supply and demand, and identify and target potential customer bases. By dividing the customer base into segments, businesses can modify their marketing programs to suit each segment's unique characteristics. It also supports business decisions by identifying products associated with each customer segment.

Customer segmentation is essential in managing supply and demand of a product, predicting customer defection and providing directions in finding solutions. With strong competition in the business world, businesses need to enhance their profits and satisfy the demands of their customers while attracting new customers according to their needs.

Customer Segmentation Process

The process of customer segmentation involves dividing the customer base into several groups, known as customer segments, such that each customer segment consists of customers who have similar characteristics. Segmentation is based on the similarity in different ways that are relevant to marketing, such as gender, age, interests, and miscellaneous spending habits.

Conclusion

In conclusion, customer segmentation is the process of dividing the customer base into several groups based on their similarity in relevant ways. This process helps businesses modify their market programs, support business decisions, manage supply and demand, and identify and target potential customer bases. By clustering customers into groups sharing the same properties or behavioral characteristics, businesses can provide a more personalized experience to their customers and enhance their profitability.

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published