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Kevin Hillstrom: MineThatData: Action Stream Attributes (ASA)


It’s common to have a simple table in your database to help execute Action Streams. You probably already have something similar to this … your use of the table likely varies.

Here’s some of the attributes I routinely provide for clients who ask for Action Stream Attributes (ASA).

  • Email Address
  • Household_ID
  • Kevin’s Action Segment (Elite, Loyal, Quality, Average, Struggling, Lapsed Spend, Lapsed Experiment, Lapsed Save $).
  • Kevin’s Action Segment Score (Probability of Buying in the Next Year).
  • Kevin’s +/- Indicator (+ = Customer Just Visited Website or Engaged in a Trackable Manner) … – = Customer Is About To Fall To A Lower Action Segment).
  • Months Since Last Purchase.
  • Number of Purchases, Past Five Years.
  • Average Order Value, Past Five Years.
  • Total Demand/Sales Spent, Past Five Years.
  • Primary Marketing Channel Purchased From (Email, Paid Social, Paid Search, Affiliates etc).
  • Secondary Marketing Channel Purchased From.
  • Primary Merchandise Department Purchased From (Mens Tops, Mens Bottoms, Mens Outerwear, Womens Tops, Womens Bottoms, Womens Outerwear, Home, Kids, Accessories etc).
  • Secondary Merchandise Department Purchased From.
  • Price Point Preference (High, Medium, Low).
  • Discount/Promo Buyer (% of spend below average historical price point for an item).
  • New Item Preference (% of spend on items new in the past year).

There are plenty of other attributes that end up being client-specific. But what you see above is more than enough to launch a credible Action Stream program.

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