Predictive Analytics
Predictive analytics is a technology that makes use of the current and existing database to produce a trend and predict future outcomes. In short, it does not tell you what will happen in the future.
Most of the companies use a model named Predictable Model that helps them to know as to which customer is likely to stay and which ones are probably one timers. The model is created after careful study and scrutiny of the sales records and the result is a score that provides the company with an idea in regards to the solvency of the customers. This leads to the companies focusing more on the customers that are not regular and entice them to stay.
Another Useful Tool is Customer mix Trend Analysis
Customer mix trend Analysis
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Use the process of segmentation to grow a strong base for the customers.
Segmentation is a famous and worldwide used marketing practice which is used to divide a larger and broader markets into smaller ones consisting of customer having the common interests, wants and priorities. And then, focusing on those targets and forming strategies to win their loyalty.
Limitations of A Priori Segmentation
Priori segments are the most crucial way of creating market segments. These segments are easy to define and are easily targeted with mass and media, also advertisement. In a priori segmentation the market is divided according to existing demographic criteria like age, sex, social status, education etc.
A priori segmentations are also the simplest of all the segmentation to apply and use. A database can be sorted on the existing data and that data is used to drive sales strategies and marketing campaigns.
Improve Action ability with Predictive Segmentation
The priori segmentation has certain limitations and as a result other models have been developed to overcome certain limitations. As we know customers vary depending on their behavior and attitudes so a new approach is introduced called Predictive Segmentation which differentiates groups of customers and potential customers based on their behavior and their attitude . Predictive Segmentation has been used successfully in segmentation research for over 20
Segmentation is done to divide the potential target customers into various subsets depending on age, taste priorities needs etc so that the companies can strategize at catering the needs of those customer groups efficiently using different strategies to meet the satisfaction levels of various segments depending on its peculiar and typical characteristics. It gives a commercial advantage to the company by targeting the right people with basic objectives of reducing risk by analyzing to whom how when and where is the product and service is to be marketed.
Data segmentation is drastically improving the customer’s shopping experience. It can help your business customize everything from retargeting ads to loyalty programs.
According to Horner and Swarbrooke (2005: 39), Segmentation may be defined as the process of dividing a whole market into subgroups or segments for marketing management purposes. Market segmentation is the division of the overall market for a service into various categories with common characteristics. In response to different segments, organisations facilitate the available resources to achieve greater efficiency, in order to satisfy specific needs of customers.
• Market Segmenting- is known for targeting potential customers that are the best matches for services and products. This type of tool is important to businesses because it involves finding the different needs that exist with consumers. For example, some consumers prefer a fast paced environment while others are concerned with the space.
Segmentation describes the division of a population into more or less homogenous segments based on their acceptance and buying patterns of products or services. This JB market can be broken down into the following market segments and sub-segments.
Market segmentation is the fundamental component of a market-based strategy. A market segment is a specific group of customers with distinctive customer needs, purchase behaviours and different descriptive characteristics. (Best, 2000) By categorizing markets into sub sectors, targeting marketing effort in such a way as to meet the technical and other requirements of each of these, organisations maybe able to secure greater competitive position than if they attempted to satisfy the general requirements of the market as a whole.
The segmentation has been done on the basis of buying behavior of the customers. Knowledge of segment buying behavior can help redirect marketing resources for profit gain.
Sales segmentation is the procedure of creating separate marketing tactics to appeal to consumers with different needs, interests, finances or other traits. It involves identifying segments of your likely customer base that have the greatest probability of buying your products or services. This process allows your business to more proficiently market to individual groups of consumers or clients. This process does not have be complex at all. For most small companies, it could be as a simple as recognizing that you may two to three very specific customer types with different needs between them. Dr. Kee knew with his own pastry business, he told us to ask ourselves some questions such as, “Who do you want to talk to and sell to?”
Segmentation is essentially the identification of subsets of buyers within a market who share similar needs and who demonstrate similar buyer behavior
Market segmentation is the process to divide the total market into groups or segments. Each group consists of people with relatively similar product needs. The purpose of the market segmentation is to enable us to design a marketing mix that can more precisely match the needs of customers in the selected market segment, to concentrate the marketing energy and to establish a competitive advantage.
Once we have the product ready, we need to divide our market in to homogenous units. This process of subdividing a large homogenous market into clearly identifiable segments having similar needs, wants, or demand is called Market segmentation.
In general, to determine the market segmentation for a company is important in order to attract the right customer and direct all efforts specifically toward the particular segment in a manner consistent with that segment 's characteristics.
Segmentation is a tool; purpose is to choose target market.Segmentation comes prior to target market Many different tasks are involved other than segmentation when choosing target market Look at each segment on its own as an individual marketing opportunity. Potential worth of each segment To examine whether the whole market should be chosen or only few segments To find segments which are less satisfied in market from competitor brand.
Market segmentation is an approach used by a company to select their target market and provide data for a marketing plan. “Market segmentation consist of a two-step process; naming broad product markets and segmenting these broad products-markets in order to select target markets and develop suitable marketing mixes” (Perreault, Cannon, & McCarthy, 2014, p.97). There are 4 categories pertaining to market segmentation; behavioral, geographic, demographic, and behavioral.
Different types of segmentation should be considered. For example, the mass market that basically caters to a large group of customers with similar needs and problems; the niche market where there are specific customers segments and, therefore, the elements of the business model are designed to suit the requirements of each group; or the segmented and diversified markets. It is basic to identify them properly. The deeper knowledge of these segments, the better for the business model. Market research is needed before making the decision.