... as these customers love REI.
Helping CEOs Understand How Customers Interact With Advertising, Products, Brands, and Channels
July 30, 2026
May Your Customers Love Your Brand As Much ...
July 29, 2026
New Project: My Top 12!
A podcaster asked what my most popular projects are?
Interestingly, a look back at the work I've performed over the past three years showed a series of individual analytics within projects that clients consistently responded positively to. There were close to a dozen individual "pieces" of projects that professionals enjoyed.
Which got me thinking ...
... what if I combined the most popular stuff y'all respond to, and create one project out of all of it?
Let's do that!!
My Top 12:
- My Elite Program Analytics that I run for Elite Program Subscribers 3x/year.
- Life Table Analysis that shows the path your customers follow from a first purchase to loyal status.
- Life Cycle Analysis - illustrating what your first-time buyers purchase vs. what average / loyal customers evolve into from a merch/channel standpoint.
- Class-Of Reporting (most popular), demonstrating potential missteps in your merchandise assortment strategy over time. This analysis consistently provides the most discussion in my video conferences.
- Primary / Secondary Merchandise Categories - I'll explain the categories that run your customer ecosystem. Each brand has 1-2 categories that either attract new customers or become that "gravity" that ties your loyal customers to your business. I cannot score all customers as normal within the scope of this project, but you'll understand what drives your business.
- Price Point Analysis - I will measure the impact that higher prices have on repurchase metrics and/or spend per repurchaser. Very relevant in the post-COVID / Tariff environment we operate in.
- New Customer Quality Analysis Over Time - Many ecommerce businesses went down the Paid Social rat hole and were left with a weakened customer file comprised of unresponsive customers. We'll figure out if that happened to your brand.
- 12 Month Future Spend For New Buyers by Channel/Season/Category - You won't get the scoring equations (that costs $$$) but you will learn which channels, which seasons, and which categories contribute to quality new customers.
- Reactivation Potential - I will describe whether your business should "lean into" customer reactivation as a meaningful growth opportunity. You won't receive the scoring models my clients usually receive, but you'll understand if you have customers willing to be reactivated.
- Five Year Demand Forecast (2nd most popular) - I will show you where your business is headed based on a segmentation of customers and prior repurchase activity.
- Multi-Year Marketing Budget Study - This high level analysis evaluates marketing spend by channel for the past three years, comparing your brand to a typical client. Are you over-spending, under-spending, or have what I'd call an "imbalanced spend" by channel?
- Mystery Analysis - Based on customer behavior, I will add one (1) analysis to the eleven outlined above. If you have merchandise problems, I'll draw into my Categories analysis. If you have loyalty problems, I'll dive into the Life Cycle analysis (etc).
- Pick Any Two Aspects Of The Project = $5,000.
- Blog Subscribers and Clients: $12,000 through August 15.
- $19,000 For Everybody Else - $19,500 after August 15.
- $34,000 For A Deep Dive Within Each Of The Analyses.
July 28, 2026
Times Change
Times change, folks.
Did you know that somebody at a catalog agency works on the Amazon Toy catalog?
It has to be a fascinating feeling ... for a quarter century you watched Amazon systematically consume an "industry". You watched, mostly helplessly, as catalog brand after catalog brand either went out of business, were rolled-up within umbrella companies, or reduced circulation to the point of not even being a catalog brand anymore. Your agency competitors contracted or went out of business.
Then it got worse.
Remember back in 2022 when the catalog brands that still existed couldn't even get paper? The VP from Midland Paper mentions here the 50% decline in catalogs in "recent years". My estimates suggest 80% of all circulated pages have been removed from commerce in the past twenty years.
Somehow you worked through all of that. And then you're given a new assignment. It's your job to work on the Amazon Toy catalog.
Jarring!
You've fought against the incessant encroachment of Amazon on catalogs for decades. Now you help them complete the task, helping Amazon further contribute to the contraction of what used to be an "industry".
Catalogs are alive at Amazon, and they're alive among Zombie Retailers like Saks.
We should expect this to happen. As costs soar out of control, the brands that can support catalogs are those with hyper-loyal customers, brands that could care less that costs to put catalogs in the mail increased roughly 25% over the past three years +/-.
Years ago I joked that in the future the only catalogs in the mail would come from Amazon, who would mail (literally) everybody because they were the only brand that could still afford to mail catalogs, the only brand that doesn't need to prove ROI.
My joke could come true.
Times change.
July 26, 2026
Rebuilding
I watched a program on linear television (#gasp #oldschool #luddite). A pair of perfectly wonderful sisters were running a restaurant that was unprofitable. The sisters didn't want to change. They served gigantic meals at unrealistically low prices ... paired with ridiculous monthly rent, they were flying their plane into the side of the mountain.
Something had to give.
They had to serve less food.
They had to raise prices.
They had to reduce expenses (i.e. fewer people).
In other words, this restaurant needed to "rebuild". They were like the Arizona Cardinals, the Los Angeles Angels of Anaheim, the Utah Jazz, the Vancouver Canucks, the Wisconsin Badgers Football Team.
Our Country needs to rebuild. No need to go further.
A generation of ecommerce businesses (founded 1995 - 2015 ... think legacy brands like Stitch Fix) are ready to rebuild, if they haven't already begun to rebuild. They're like that house you built in 2011 ... it needs to be painted, floors need to be replaced, appliances don't work, bathrooms are tired. We know this is true when growth stops. We know this is true when merchandise productivity erodes. We know this is true when email marketing hasn't fundamentally changed post-COVID. We know this is true when somebody says "Facebook isn't delivering quality names".
My catalog clients? Forced to rebuild. It's like your Hall of Fame quarterback just retired, except in your case your paper / printing / postage partners keep increasing costs to the point where the discipline they love is ending because of their cost increases. You get to rebuild as a digital marketer.
Like the NFL Team rebuilding after losing a Hall of Fame Quarterback, it can be hard to understand "what" needs to be rebuilt. A great quarterback covers a multitude of sins. Now your defense is on the field more often. Your new quarterback holds onto the ball too long, making it look like the offensive line is bad. Are they bad?
If you are rebuilding, you likely need analytical guidance, so you can tell if your defense / offensive line / etc. is in need of fixing. Same thing in ecommerce. You have to know "where" your rebuilding efforts need to be emphasized.
July 23, 2026
Share of Demand by Advertising Channel Detective
This one came up in the past year. I noticed a problem with a business.
Regardless of the attribution method (they're all wrong and yet they're called "truth" by so many in the industry), it's pretty easy to play detective and identify a business that is not healthy.
Healthy Business:
- 40% of Sales Happen Organically, Without Aid of Advertising.
- 20% of Sales Happen Via Email Marketing.
- 20% of Sales Happen Via Search Marketing.
- 10% of Sales Happen Via Social Media (Paid + Organic).
- 10% of Sales Happen Via Other Marketing Channels.
- 10% of Sales Happen Organically, Without Aid of Advertising.
- 15% of Sales Happen Via Email Marketing.
- 35% of Sales Happen Via Search Marketing.
- 15% of Sales Happen Via Social Media (Paid + Organic).
- 25% of Sales Happen Via Other Marketing Channels.
- 5% of Sales Happen Organically, Without Aid of Advertising.
- 65% of Sales Happen Via Catalog Marketing.
- 12% of Sales Happen Via Email Marketing.
- 15% of Sales Happen Via Search Marketing.
- 1% of Sales Happen Via Social Media (Paid + Organic).
- 2% of Sales Happen Via Other Marketing Channels.
- Marketing is required to generate sales. Less marketing, less sales.
- One marketing channel is responsible for more than half of annual demand.
"Cheating" Detective
In the 2016-2018 timeframe Private Equity folks asked me to evaluate a business that they felt was "cheating".
What does "cheating" mean?
It means the brand was somehow boosting net sales in a manner that wasn't ideal for the future of the business.
When I reviewed ad spend, I didn't see anything unusual.
8,500 lines of code later, my detective work paid off.
- 13-24 Months Ago = 15% (numbers disguised here) of sales from discounted/promo items.
- Past Year = 55% (percentage disguised here) of sales from discounted/promo items.
July 22, 2026
Playing Merchandising Detective
In the 2016-2018 timeframe, I was asked to evaluate a business that was simply bumbling along. I was told to figure out how a company with a reasonable annual repurchase rate (35%ish) could struggle to grow, even though customer acquisition efforts were being managed properly.
This is when you have to become a Merchandising Detective.
Very few clients manage merchandise consistently over time.
It's easy to see when the CFO demands higher gross margins. I'll see an immediate price per item purchased increase that is immediately paired with a customer response decrease and/or conversion rate decrease.
It's easy to see when a merchant quits or is fired. The new merchant comes in, has disdain for what the predecessor did while disrespecting what previously worked (see Lands' End 2014-2015ish for examples), leading to a new vision that is "trend right". Sales plummet and it takes 2-5 years to dig out of the mess. Nobody wants to hear that message, but that's frequently the message you deliver when playing merchandising detective.
It's easy to see when the paper / printing folks interact with unsuspecting catalog merchants. Costs increase by 20% or 25%, the unsuspecting catalog merchant cuts pages, the pages that are cut are not supported via digital marketing, and sales decrease ... then the paper / printing folks belittle the merchants for "being stupid". It's a common story post-COVID.
If you are planning on selling your business (catalog brands) or rebuilding your business (many ecommerce brands are in the rebuilding stage right now), you'll need a stable merchandising base. Take two years and build your merchandising foundation. This isn't the time to hire a "maverick" who takes risks. You need the smartest people possible to put together a multi-year plan to put your business on stable ground.
July 21, 2026
Playing Detective
This is way back in 2016. The Private Equity firm wanted to buy a catalog brand. Their initial review of the data showed that the brand "bumbled" along for several years ... and then eighteen months ago the business surged. "Tell us the scheme this brand employed" was the mission.
What "scheme" did the brand employ? What is your guess?
Did you make a guess?
It took me all of four minutes running this business through 8,500 lines of code to reveal the reason. They juiced up their customer acquisition efforts for about a year, then let all those new customers pay off handsomely via well-analyzed customer lifetime value metrics while throttling back customer acquisition, thereby making the p&l look utterly robust.
This is the kind of stunt you can pull off when you mismanage your business for a considerable period of time and then the owner wants to buy a yacht at the same time that a smart marketer/analyst figures out the secret to success. When executed properly, Private Equity pays a higher multiple for the business.
Of course, it begs the question ... why wasn't the brand smart enough to do this in the decade prior? If it was smart enough, the business would have sold for 2x - 3x what it sold for.
The best time to properly manage the inflow/outflow of customers was ten years ago.
The second-best time to properly manage the inflow/outflow of customers is tomorrow morning.
July 20, 2026
A Healthy Business Metric
If I asked you the following question, would you be able to answer it?
- For every twelve-month buyer you earned through the end of 2025, how many marketing dollars will you spend speaking to the customer in 2026?
- Fewer than 1 in 2 readers could come up with a credible estimate. And a credible estimate is a good thing ... it will immediately tell you if you have a marketing problem.
- Fewer than 1 in 40 readers have actually measured the metric (email me kevinh@minethatdata.com) if you have actually measured the metric ... we'll determine if my estimate is correct.
- If you are trying to sell this business ... good luck. Few people want to purchase advertising-dependent businesses. Even fewer want to buy advertising-dependent businesses catering to 72 year old customers via paper.
July 19, 2026
When A Business Has Long-Term Potential
There are things that are somewhat easy to fix.
When I see a business that needs 300,000 new/reactivated customers and is only acquiring 200,000, I usually see a marketing problem that can be fixed. The client may not see the problem that way, but it's a tactical issue that can be resolved.
Businesses that have long-term potential have a signature other businesses don't have. Long-term potential businesses acquire customers that generate plentiful downstream profit. I can also tell if the business has smart marketing/analytics employees ... if the business acquires customers who generate plentiful downstream profit, smart employees compensate by acquiring customers at a loss (or as a proxy their customer acquisition efforts have an unnaturally low ROAS).
Business Without Long-Term Potential.
- Customer Acquisition ROAS = 4.00.
- Profit on Acquisition Transaction = $2.00 per customer.
- Year 1 Downstream Profit per Customer = $4.00.
- Year 2 Downstream Profit per Customer = $2.00.
- Year 3 Downstream Profit per Customer = $1.00.
- Customer Acquisition ROAS = 8.00.
- Profit on Acquisition Transaction = $12.00 per customer.
- Year 1 Downstream Profit per Customer = $4.00.
- Year 2 Downstream Profit per Customer = $2.00.
- Year 3 Downstream Profit per Customer = $1.00.
- Customer Acquisition ROAS = 2.00.
- Profit on Acquisition Transaction = ($10.00) per customer.
- Year 1 Downstream Profit per Customer = $15.00.
- Year 2 Downstream Profit per Customer = $11.00.
- Year 3 Downstream Profit per Customer = $8.00.
July 16, 2026
Alarms Go Off In My Head
This is the quote that caused alarm bells to go off in my head: "This kind of mythology only grows in an environment deliberately deprived of good information."
There it is!
July 15, 2026
Selling Your Business
When I talked about Private Equity last week (click here), I didn't expect to get the feedback I received ... from some of you about buying/selling businesses.
So, yes, if you are thinking of selling your business or buying a business, I still perform evaluations of ecommerce brands. I'll point out everything positive I see, I will perform an analytical biopsy on that odd looking patch of skin, I'll forecast out where the business is likely to head over the next few years.
If it is a catalog-centric business, there's nobody on Planet Earth who is better positioned to discuss what the future holds for that business than me.
Contact me now (kevinh@minethatdata.com) if you are thinking of buying/selling an ecommerce business.
July 13, 2026
Yes, You Need To Experiment With Merchandise
- 2019: $25,000,000.
- 2020: $40,000,000.
- 2021: $31,000,000.
- 2022: $23,000,000.
- 2023: $16,000,000.
- 2024: $10,000,000.
- 2025: $7,000,000.
July 12, 2026
Now What?
Years ago, an ecommerce client stopped growing.
Of course, I could see it coming. For years I told them that they were growing because they could acquire customers at a reasonable cost. For years I told them that growth would end in a few years.
I'm not sure this client believed my words, my analyses, my forecasts. They were growing.
Months before the forecasts suggested the end of growth was near, their merchandise productivity dipped marginally ... just 5% (+/-). That was it. Growth stopped.
The Executive asked me a question.
- "Now what?"
July 09, 2026
Reminded Of This Grumpy Gem From 2015 And The Forced Transition To Loyal Buyers
- Prospecting Response Down Significantly Post-COVID.
- Ad-Costs Up 25% In The Past Three Years.
- Huge Circulation Cuts Among Lapsed Buyers and Prospects.
- Dire New/Reactivated Buyer Counts After The Circulation Cuts.
- Huge Brands.
- Big Budgets.
- Loyal Buyers.
- Works = Loyal Buyers.
- Doesn't Work = Everybody Else.
July 08, 2026
Dover Saddlery
July 07, 2026
"I Just Don't Believe You"
- $6.00 spent by the mailed group.
- $4.00 spent by the control group.
- $6.00 - $4.00 = $2.00 of incremental demand.
- Organic Percentage = $4.00 / $6.00 = 67%.
- Profit = $2.00 * 0.40 - $0.90 = ($0.10).
- To The Twelve-Month Buyer File, On Average, The Mailing Was Unprofitable.
- $10.00 spent at Amazon in the Mailed Group.
- $7.00 spent at Amazon in the Control Group.
- $3.00 per customer incrementally driven to Amazon.
- 15,000 credit customers per mail and holdout group.
- Results were easily statistically significant.
- $25.00 spent at Nordstrom in the Mailed Group.
- $23.00 spent at Nordstrom in the Control Group.
- $2.00 per customer incrementally driven to Nordstrom.
- 15,000 credit customers per mail and holdout group.
- Results were easily statistically significant.
July 06, 2026
At Bats
I watched this podcast from Orita about email marketing (and other stuff - click here).
One of the speakers talked about "at bats" ... this isn't entirely what he meant, I'm converting his topic into my world, but he was essentially describing the importance of the customer "doing something".
I've told you about this previously ... I worked with a company where the email marketers were very interested in open rates and total sales. The data suggested something interesting.
- Customers who clicked-through two email campaigns per year were the customers who mattered to their email marketing program.
- Any customer who clicked-through an email campaign in the past thirty days was likely to shop via any marketing/physical channel.
- Clicks were very important (opens, not so much, conversion was good but was random while clicks were reliable). Specific clicks were even more important ... merchandise-centric clicks mattered more than promotional clicks.
- Segment 1 = 2+ Email Click-Throughs Per Year.
- Segment 2 = Anybody With An Email Click In The Past 30 Days.
- Segment 3 = 1 Email Click In The Past Year, Not In The Past 30 Days.
- Segment 4 = All Other Email Subscribers
July 05, 2026
Subscriptions / Continuity Programs / Merchandise Categories
July 01, 2026
Spend An Hour With Me. And Daniel. And Aaron. On Monday
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