There's an election tomorrow. Take advantage of your right to vote. In sports, it is common for coaches to be fired. The LinkedIn crowd might appreciate that "accountability" comes for the coaches being fired. Of course, if you were the coach, you know ...
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Kevin Hillstrom: MineThatData

Gap Year

There's an election tomorrow. Take advantage of your right to vote.

In sports, it is common for coaches to be fired. The LinkedIn crowd might appreciate that "accountability" comes for the coaches being fired.

Of course, if you were the coach, you know full-well how difficult your job was. It is highly unlikely that you didn't try your best ... you likely gave everything you had to be successful. It just didn't work out. Happens in ecommerce all the time, likely has happened to you at some point in your career.

When a head coach is fired, it is common for the coach to take a "gap year" ... a year off. The coach doesn't rush into a bad job (which likely harms the coach long-term), the coach studies how everybody else does their jobs. The coach looks for innovation, for blind spots in how s/he performs compared to others.

A year later, the coach reappears, wanting a new head coaching job or potentially taking a step back to become an offensive or defensive coordinator.

I was never smart enough to take a gap year. I moved on from Lands' End to Eddie Bauer in the course of a weekend. I moved from Eddie Bauer to Avenue A in the course of a weekend. I took one (1) week off moving from Avenue A to Nordstrom. I took a weekend off moving from Nordstrom to my consulting life. All of it was stupid. I should have studied how to be better as a professional, how to be better as a leader, how to be better as a co-worker, how to better help my new company be successful.

If (and only if) you can possibly afford to financially take "some" time off, do so when you are forced to change your path or you voluntarily change your path. Learn from somebody else. Shadow an acquaintance for a few weeks. Learn how other people with comparable skills approach your job.

If you're in this situation, contact me (kevinh@minethatdata.com). I'll share how I view things, you can take my advice and throw it away or you can apply it to your work - that's what you get to do if you take a gap-week, gap-month, or gap-year.

        
 

Share of AOV

Every business possesses a unique relationship between first-time buyer AOV and future value. The relationship dictates exactly how the brand must approach marketing for first-time buyers.

An example: "Brand A" has an AOV of $70 and in the first five years after a first purchase the customer spends $230. You wouldn't be surprised if this company offers free shipping, executes television / radio / billboards, hires expensive influencers, seemingly wastes money. This business "can" waste money because the customer pays the brand back over time. In fact, it is almost good that the brand wastes money, because the long-term payback of finding new customers is so worth is that the math all works out.

Another example: "Brand B" has an AOV of $70 and in the first five years after a first purchase the customer spends $22. This company has no choice but to be exceptionally disciplined in their marketing approach. No waste. None. They can only afford tactics that are guaranteed to work and deliver profit during the acquisition transaction. Their "Share of AOV" is poor ... just 31%.

There are times when you read stuff from the LinkedIn experts, telling "brands" what they "must do" to be successful. Well, "Share of AOV" dictates what a "brand" must do ... if the company wants to be profitable.

There is a reason we always end up with department stores, or Walmart, or Target, or Amazon, or Marketplaces. The extended merchandise assortment (which comes at a cost, by the way, but frequently at a cost that is lower than wasteful marketing spend) drives "Share of AOV" much higher, allowing the company to generate a ton of downstream profit.

There is reason most newer enterprises hit a ceiling. Their merchandise assortment is too narrow, meaning "Share of AOV" is too low and eventually the brand reaches all of the prospects it can possibly reach.

Smart marketers optimize the relationship between acquisition AOV and downstream Share of AOV. From there, smart marketers do everything they can to increase merchandise productivity (i.e. personalizing the assortment to customers), increasing profitability, thereby increasing how much can be spent to acquire a customer.

        
 

The Milwaukee Brewers

I grew up in Wisconsin, so naturally I approached the peak of Maslow's Hierarchy of Needs on Wednesday night when the Milwaukee Brewers won their first World Series in the 57 year history of the team in Milwaukee.




In the 1970s my Grandpa would fire up the AM radio, pour himself a Kingsbury beer in a 7oz glass, and keep score of Brewers games in his scorebook while listening to Bob Uecker and Merle Harmon. Yes, there's a retail connection there ... Merle Harmon went on to open 140 sports merchandise stores called "Merle Harmon's Fan Fair". Your local mall likely possessed one of these stores.

Anyway, that's where the passion started. I recall going to a Brewers game in 1976. Bottom of the 9th, trailing, and Henry Aaron was called in to pinch hit. The crowd of maybe 10,000 fans watching a God-awful Brewers team rose to their feet. Aaron hit a fly ball. I instantly screamed out, believing we were about to see a Henry Aaron home run! The ball was caught 100 feet short of the wall, in mid-center field. Game over.

The 1982 team had a 7th inning lead in Game 7 of the World Series and could not pull it off. The State of Wisconsin remembered that team, seemingly forever, through decades of losing.

The Rickie Weeks / Prince Fielder / Ryan Braun / Corey Hart / Jonathan Lucroy teams started to win a bit.

In the past decade, the team starting winning regularly, but developed a nasty habit of horrifying playoff catastrophes. They lost to the Dodgers in 2018 in Game 7 of the NLCS at home. They lost to the Nationals in 2019 (they'd win the title). They lost to the Dodgers in 2020 (they'd win the title). They lost to the Braves in 2021 (they won the title). They lost to the Diamondbacks in 2023 (they won the pennant). They lost to the Mets in horrifying fashion on a 9th inning home run in 2024. They were swept by the Dodgers in the NLCS in 2025.

On Wednesday night, that changed.

The team played as a team, with everybody believing in each other.

Ecommerce isn't terribly different from sports. You work on a team in all likelihood. Some teams are dysfunctional. Some teams have amazing chemistry. Some teams are highly talented. High performers and low performers. Glaring mistakes and amazing creation. Every once-in-awhile your company does something incredible or your team does something incredible. We probably don't talk about this enough, but there are special times at work. You'll remember those times for a long time. You'll remember the people, you'll remember how the people made you feel.

If you find yourself working on a talented and high-performing ecommerce team, enjoy it. It doesn't happen very often.




        
 

Quiz Week: Question #4

Yesterday we observed a business where Management decided to discount heavily in an effort to overcome lousy comp segment results. When I'm asked to evaluate businesses for Private Equity, this is a common finding. There are all sorts of tricks Management attempts when trying to make a business appear healthy.

Today, we'll look at annual comp segment results for the past four years. Tell me what is wrong with this business.


Comp Segment Performance: Existing Items
  • 2026 = -11%.
  • 2025 = -2%.
  • 2024 = +8%.
  • 2023 = +12%.

Comp Segment Performance: New Items
  • 2026 = +3%.
  • 2025 = -20%.
  • 2024 = -24%.
  • 2023 = -10%.

        
 

Quiz Week: Question #3

Yesterday's business suffered from low merchandise productivity. Customers liked the merchandise less than the year prior. The marketing department continued to spend money finding new/reactivated buyers in an effort to keep the business steady. It's really important for marketing to do what can be done when customers simply don't like the merchandise being offered.

Ok, today we're going to look at two different dimensions within comp segment performance. Can you tell me how Management decided to respond to what was happening within this business?


Comp Segment: Items Selling At/Above Their Historical Average Price Point.
  • Sep: -27%.
  • Aug: -24%.
  • Jul: -22%.
  • Jun: -12%..
  • May: -17%.
  • Apr: -13%.

Comp Segment: Items Selling Below Their Historical Average Price Point.
  • Sep: +33%.
  • Aug: +29%.
  • Jul: +25%.
  • Jun: -10%.
  • May: -11%.
  • Apr: -10%.