September 20, 2023

New Pilot Project

When I have a new product offering, I share it with you, the loyal reader, at a significant discount. You help me test out a pilot product, you save money.

In recent months, my Marketing Budget Experiments projects lead clients to a common question ... "how do I increase customer loyalty?" With new customers becoming harder to acquire and more expensive to generate, some are electing to swing back towards loyalty/retention. In my project work, there are key Inflection Points where your brand can facilitate increased loyalty. There are obvious ones like Christmas, or Spring if you are the gardening world. There are profitable ones, like opening a proprietary credit account.

Your brand possesses key inflection points - and my new Loyalty / Inflection Points pilot project is designed to help you find them, score your customer base, and then act upon what you learn.

Read here for more details.




Customer Loyalty:  Inflection Points

Kevin Hillstrom: President, MineThatData

September 13, 2023

  

 

 

Inflection Points > Points

 

In my Loyalty projects, there are inflection points in the trajectory of the customer that matter. When the customer purchases as a result of reaching an inflection point, the customer becomes more loyal.

 

The marketers I work with view this almost from the opposite point of view. They create programs that offer points, thinking that customers are motivated by points to the point of spending more to earn more points faster so that the customer can earn a discount. This process rearranges the transfer of profit from the customer to the brand. The brand (in theory) holds more profit in the short-term, giving up profit longer-term in exchange for a customer that (in theory) is more loyal. Would the customer have become more loyal without the loyalty program? Few can answer that question, and that’s the problem when brands view Points > Inflection Points.

  

 

What Are Inflection Points?

 

Inflection Points are situations where customers transition from being less-valuable to more-valuable. Every brand has situations where the customer makes a decision that significantly alters future profitability.



Inflection Point:  When a customer purchases for the first time, there is a small window where the customer is likely to purchase again. This window is typically open for 3-12 weeks. The customer expects the first purchase experience to be good (not perfect), and the customer sometimes looks to “complement” the first purchase with additional merchandise. If you want loyal customers, you have to assist the customer as the customer goes through this critical inflection point. This situation is not solved by “earning points”. This situation is solved by paying attention to the customer. Are you a B2B marketer? Yes? Did you reach out to all first-time buyers who spent more than $500 on a first order to make sure that the order was executed perfectly, and if not executed perfectly, did you remedy the situation? Are you a B2C marketer? Yes? Did you analyze your visitation data to see if the customer is looking to complement the first order with additional merchandise, and if the answer is “yes” did you do something to encourage the customer to purchase for a second time? These are all important components of a loyalty program. You cannot have a loyal customer unless you convert a first-time buyer to a second purchase. Inflection Points > Points.

 

 

Inflection Point:  Anniversary events are very important. Say you sell products that help an organization run an annual conference. For each of the past two years, the customer spent $12,000 with your brand in July. What are you doing with this specific customer this June/July? Are you a B2C brand? You have a significant minority of your customer base who only purchases in November/December. How much money do you spend trying to convert the customer to a purchase in January-October? How much money do you spend trying to convert the customer to a purchaser prior to the Anniversary (Christmas) Inflection Point? Should you spend money on a purchase that will likely happen anyway? Should you spend money trying to force the customer to do something the customer does not want to do? There aren’t easy answers to those questions. There are, however, Inflection Points that need to be addressed. Learn what your Inflection Points are, and have a strategy in place to address customers who are about to enter a key Inflection Point.

 

 

Inflection Point: At some point, your customer changes behavior. If you work at Starbucks, you notice that Heather is buying a drink every single morning, Monday – Friday. That’s an Inflection Point. Heather is transitioning to a full-on addiction. Your job changes as well – you harvest profit from her addiction by making her purchase experience as easy as possible. She’s going to purchase every morning, so 20% off doesn’t make any sense. Points “might” make sense if you are leading Heather toward something she aspires to. If you work in B2B, the customer who previously spend $250 a year spends $1,400. That’s an Inflection Point. The customer trusts you more, and as a consequence you need to work harder to keep that trust. Many marketers wait for an Inflection Point like “The Customer Just Spent $2,500 in Total, The Customer is Now Loyal and Eligible for Points”. View this in an opposite manner. Think this way … “The Customer Just Reached An Inflection Point and is About to Become Loyal so Let’s Close the Deal”.

 

When I worked at Nordstrom (2001-2007), we held our Anniversary Sale every year in late July – early August. Our merchandise was offered at 20% off – new Fall products. Customers went bonkers over this sale – we only had five sales per year so 20% off was meaningful. However, we allowed “special” customers to have early access to our merchandise. They could “preview” the assortment a week prior to the sale, going “behind closed doors” to see the product. They could pick out whatever they wanted. We’d hold the products for them, and on the first day of the sale the customer could walk into the store, pass the feeding frenzy, and walk out with his/her merchandise, showing off to the customer that s/he was “special”.

 

If a customer spent $700 in the year prior (I believe it was $500 if the customer was a Nordstrom Credit customer), the customer earned this “pre-sale” experience. We sent period messages to the customer, telling the customer how close the customer was to earning this “status”. Our deadline, if I remember correctly, was June 1 to earn “pre-sale” rights. We’d send messaging to the customer leading up to June 1. No points. No other incentive. Just spend $700 to earn the right to buy merchandise one week early … no discount/promotion on top of the sale price every other customer paid.

 

On an annual basis, we learned (via control groups) that our customer base spent $100,000,000 more per year (generating more than $25,000,000 per year in incremental profit) … splitting dollars during Anniversary Sale and in the months leading up to the sale to hit a $700 spending level. Inflection Points were critically important … Anniversary Sale was a key Inflection Point … communication in April/May telling the customer that the deadline to spend $700 was fast approaching was another key Inflection Point.

 

Also – we knew that our better customers purchase about six times per year … $700 of annual spend translated to about six purchases per year. The $700 Inflection Point (which triggered special status during the Anniversary Sale) matched the point where we knew that Customer Lifetime Value surged.

 

You have similar dynamics in your business. Learn how your customers interact with your Events. Do any Inflection Points interact with key Events? If the answer is “yes”, you too can create a Nordstrom-like loyalty experience.

 

 

Inflection Point: Each business has an Inflection Point where the customer has a 60% chance of purchasing again in the next year. This is the point where “loyal behavior” happens. For many of my clients, this happens after a fifth purchase. Carefully analyze when your customers achieve a 60% chance of buying again in the next year. If you want to pursue a traditional loyalty program, this is the audience you want to focus on. If your annual repurchase rate is under 35%, do not expect to identify a large audience with a 60% or greater chance of repurchasing in the next year. Your job changes – you shift your focus from Loyalty to Inflection Points.

 

 

 

 


 

Inflection Points and Loyalty:  An Analysis

 

 

For my long-term client base and readership audience, I preview new products at a reduced price. In this case, I am previewing my “Inflection Points” analysis at the reduced price of $12,000.

 

Long-term clients and my readers get an opportunity to help shape what a future Inflection Points analysis looks like at a significant discount. I will analyze your customer base, identifying the Inflection Points that can be acted upon to create a more loyal customer base. I will analyze purchase transitions … first to second, second to third etc. to learn what Inflection Points exist. I will tell you when a customer becomes “loyal” (i.e. annual repurchase rate is 60% or greater). I will identify any Anniversary Events (i.e. customer purchases every November/December or buys seeds every March). I will thoroughly describe the process the customer takes as the customer goes from a first purchase to a loyal buyer.

 

Some elements of this analysis are similar to the Customer Development work I performed back in 2021.

 

The outcome of this project are “Loyalty Scores” … a model that describes the stage the customer belongs to on the trajectory from first purchase to loyalty to inactive customer. You will learn, for every customer, where the customer is on that journey.

·       Loyal Buyer.

·       Inflection Buyer (just crossed an inflection point).

·       Active Buyer.

·       Anniversary Buyer (about to approach an Anniversary Event – take action!).

·       Lapsed Buyer.

·       Abandoned Buyer (i.e. no longer likely to purchase again).

 

If there are other segments that need to be included, I will include them.

 

I will provide pseudo-code that allows you to score your own file on a weekly basis, so you can act upon what is learned from this project. You should be able to identify an “Inflection Buyer” and take action as soon as the “Inflection Activity” happens.

September 19, 2023

Inflection Points

In one instance, the customer had a 30% chance of buying again next year, but if the customer accepted merchandise on subscription, the customer had an 80% chance of buying next month via subscription. AOVs went down, product diversity went down, but the customer was considerably more profitable.

That is an Inflection Point.

In another instance, the customer bought for the first time in November 2021, then bought again in December 2022, and bought for a third time in May 2023. The May 2023 purchase was an Inflection Point ... the customer changed behavior ... going from a Christmas shopper to adding a new season.

Every business possesses customers who navigate through Inflection Points. Customer behavior "changes", and changes are generally good when tied to purchases.

If you could list five inflection points that your customers go through, what would they be?

September 18, 2023

Clown Show

How do you know if your business strategy qualifies as a "Clown Show"?

Well, that term is a bit harsh. Let's not say something nasty.

You can find plenty of businesses that are mismanaged, however.

  • No program to quickly convert a first-time buyer to a second purchase. This is the period when you can make the biggest difference in the trajectory of your relationship with the customer.
  • A fundamental misunderstanding of how sales are generated. One company I worked with craves customer relationships - and doesn't have many of them - they sell stuff the customer simply doesn't need very often. Management simply does not understand that the customer does not need what the brand sells very often. It would be like if your microwave broke, you bought a new one at Best Buy, and then Best Buy sent you incessant messages encouraging you to purchase another microwave ... just a fundamental misunderstanding of how sales are generated.
  • Now a diversified marketing portfolio. You'll see this in Customer Acquisition counts, where two sources account for 85% or more of new names.
  • Too few unattributed new customers. When a brand tracks 80% or more of all new customers to a source, the brand has no "word of mouth". That's a bad thing. It means the brand does nothing that causes prospects to talk.
  • < 25% of sales come from email marketing. Yup, that's a problem. Your email marketing program should be your primary vehicle for having a relationship with a customer (with socials being second). It's even worse if < 25% of sales come from email marketing and the brand sends 2-3 "blasts" per day.
  • Declining sales from new items (new in the past year). A sure sign of mismanagement and a fundamental misunderstanding of how success is derived over time.

Maybe a business that possesses these attributes isn't technically a "clown show". But it is mismanaged.

September 17, 2023

It's Time ... Again!

Every four months!

And this time we're in the middle of FORECASTING SEASON.

It's time for another run of The MineThatData Elite Program. Existing clients pay $1,000, new clients pay $1,800 for the first run ($1,000 thereafter).

  • Data Through 9/30/2023.
  • Data Received at the MineThatData Global Headquarters by 10/15/2023.
  • Payment Received at the MineThatData Global Headquarters by 10/15/2023.
  • Writeup Delivered by 10/31/2023. #halloween

You will receive my standard suite of metrics and of course there is a mini-forecast in there for you to see how your business is likely to evolve over the next year ... because it is FORECASTING SEASON.

Send me a message (kevinh@minethatdata.com / 206-853-8278 / @minethatdata) and I'll send you an invoice to get you started. During last year's FORECASTING SEASON, more clients participated in this program than at any point in the prior eight years. Of course, this happened because it was FORECASTING SEASON!

September 14, 2023

Messing With Rebuy Rates

One of the mysteries of FORECASTING SEASON is understanding the impact of price increases on repurchase rates, orders per buyer, and items per order.

It's common to see the following (your mileage will vary greatly ... averaged, you get the outcome below).

  • Rebuy Rates Decrease by 5%.
  • Orders per Buyer are Not Significantly Impacted.
  • Items per Order Decrease by 5%.
  • Price per Item Purchased Increases by 10%.
  • New/Reactivated Buyers Decrease by 5%.

When this happens, you end up with fewer customers ... with fewer customers, it is harder to grow in the future in spite of the price increase.

As prices went up in 2022 and stayed high in 2023, we traded higher prices for fewer customers. Now that FORECASTING SEASON is upon us, it's hard to show that 2024 will be robust after two years of customer count declines due to price increases.

September 13, 2023

Customer Loyalty Ideas

Posted overnight on LinkedIn for your perusal:  

https://www.linkedin.com/feed/update/urn:li:share:7107930463972818944/

The 30% Annual Rebuy Rate

When I first started consulting, my clients averaged an approximate 35% annual repurchase rate.

Today, the average annual repurchase rate is about 30%.



This means an average client possesses a customer base where 30 of last year's 100 purchasers buy again this year ... if they repurchase, they buy 1.939 times this year spending $121.21 per order for a net value of $70.49 (0.30 * 1.939 * 121.21).

This is, pretty much, the average e-commerce business in 2023.

If 30 out of 100 of last year's buyers purchase again, you quickly come to the conclusion that Customer Acquisition is the focus of FORECASTING SEASON.

Right?



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