What is an example of using cluster analysis in business to create target-marketing strategies?
Answers
Cluster analysis can only do part of the work – it is mainly designed to help cluster/group related data – it will help us answer some of the above questions, but not all. We will still need to supplement what we have learned from the cluster analysis process with other information.
So what do we know from the cluster analysis? From the above list of target market selection considerations, the cluster analysis Excel template will help us answer:
Is the segment size large enough in terms of unit sales and revenue? (Question 1)
Do we have any competitive advantages to leverage? (Question 5)
How well does this potential new segment fit with our overall marketing strategy? (Question 9)
How well do we understand this market segment? (Question 10)
Are there alternative, more attractive or less competitive, market segments to consider? (Question 12)
The key outputs from the cluster analysis spreadsheet will tell us:
The size of each market segment – as a percentage of the total market. From there, with a little basic information, we can calculate the unit volume size and the revenue size of the segment – which is very important information in making a target market selection decision.
The segmentation map shows the “positioning” of the needs of the market segment. This will give us a good understanding of the segment – and if we combine it with a perceptual map (to create a joint space map) – we will be able to determine whether we would be able to construct a successful marketing strategy (based upon the brand’s strengths and capabilities) and whether we have any competitive advantages that we could leverage to be successful in the marketplace.
The output of both the central means chart and the summary of the marketing variables by segment are very strong pieces of information that provide us with a great understanding of the market segment that we can use to help develop our marketing strategy.
And finally, the various comparison points – of both the marketing variables and the sum of squared error (SSE) – will give us confidence in the appropriate design of the overall market segment structure and help guide us towards the most logical approach to the market for the firm/brand.
Answer:
Zip code segmentation is an example of using cluster analysis in business to create target marketing strategies.
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