Read through each step, and ask yourself if your brand follows these steps.
Step 1: Always Execute A/B Tests. It's a good idea to make sure that some of your e-mail marketing list or catalog marketing list or paid search keyword campaign does not receive the promotion, and measure the performance of customers who receive the promotion vs. those who do not receive the promotion.
Step 2: Measure A/B Tests Long-Term. I cannot stress this enough. If you execute a free shipping test in November, re-visit the results of the test next May or June. Seriously. Measure the short-term impact and long-term impact. If you see a 20% lift in weeks 1-3 (the test period), and a -20% lift in weeks 4-26, you know that the promotion did not help your brand --- at all! Few folks actually execute this level of testing discipline. Those who do know secrets that the rest of us fail to understand.
Step 3: Quantify Incremental Orders And Flunked Orders. Incremental orders are those that were generated because of the promotion. Flunked orders are those that would have happened anyway, but now you gave away profit that lowers your bonus amount. If the test/control groups suggest that the promotion gave you a 20% increase in sales, while almost all of the orders happened with the key-code, then you know that 80% of the orders would have happened anyway. Flunked orders are bad --- they are orders where the customer believed in your brand, and would have spent hard-earned dollars that generate profit. We choose to flush that profit away. See Step 2 to understand if flunked orders generate long-term profit.
Step 4: Quantify "Staying Power". At Eddie Bauer, we measured the incremental value of the promotion by day. If the promotion lasted three weeks, we measured the lift by day. Those who execute this style of analysis know secrets about the staying power of tests that the rest of us simply make guesses about. Staying power is important, because if a promotion loses impact after a few days, you're required to constantly pull promotions off the board, then put them back up a few days/weeks later. And that isn't healthy for a brand --- it is like constantly hitting the gas pedal and then hitting the brakes while driving a car on the freeway. It means you are shifting power away from merchandise and to promotions. That's not a good thing --- you're in business to sell merchandise, not to sell promotions and gimmicks.
Step 5: Understand Who Utilizes Promotions. We don't do nearly enough of this, do we? Good analytics teams profile the customers who take advantage of promotions. Are they the best customers? Full price customers? Sale customers? Promotional customers? New customers? Lapsed customers? After profiling the audience, measure the long-term value of the customers utilizing promotions, comparing them to the customers who pay full price and pay for your bonus check.
Step 6: Understand Channel Dynamics. There's nothing wrong with executing promotions in e-mail campaigns and not in other advertising channels. But it is important to understand what this does to your business. Do the promotions cause e-mail subscribers to not buy from full-priced catalog marketing? If so, adjust the contact strategy accordingly, and realize that your e-mail marketing strategy lowers response in your catalog marketing channel (or vice versa). And seriously consider why your e-mail subscribers are more deserving of discounts and promotions than all other customers.
Recall our Life Table for first-time buyers ( click here ). What happens to the Monthly Rate after Month = 12? It's pretty much over, is...
It is time to find a few smart individuals in the world of e-mail analytics and data mining! And honestly, what follows is a dataset that y...
On Twitter you find all sorts of odd and untested ideas. One follower told me that he outsources all of his creative imagery to his c...
Yeah, that's a lousy picture. Too bad. Today is essay day. If you don't want to read something long, stop here. I spend a...