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KYC: know your customer. In this repository you will know the phases of B2C customer analysis and customer segmentation using k-means and RFM analysis

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KYC: Know your customer

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There are three phases in the B2C analysis to know your customer and target the right customer for right offers.

  1. Segmentation
  2. Targeting
  3. Positioning

1. Segmentation

  • Segmentation is the process of finding and grouping the customers based on their needs and characterstics.
  • These customer segments are beneficial in marketing campaigns, in identifying potentially profitable customers, and in developing customer loyalty.
  • We do customer segmentation for these purposes:
    • Targeted marketing messages to the right people
    • Focuses on the most profitable customers
    • It can improve customer service There are different types of customer segmentation in B2C:
  1. Demographic

    • Gender,
    • Age,
    • Marital status,
    • Accupation, etc
  2. Geographic

    • Location
    • Region
  3. Behavioral

    • Transaction frequency
    • Time of transaction
    • transaction quantity
  4. Psychographics

    • Social status
    • Lifestyle
    • Personality characterstics

2. Targeting

  • Evaluating potential profiles from the segments and deciding which segment to focus on for new offers or providing a loyalty card via email, or showing new campaigns via TV ads

3. Positioning

  • What campaigns we should start which will be most likey to be liked by costumers and how we present it to them

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KYC: know your customer. In this repository you will know the phases of B2C customer analysis and customer segmentation using k-means and RFM analysis

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