Picture this: It’s Tuesday morning, and somewhere in England, a man is staring at a spreadsheet with an enormous amount of intensity. Perhaps he’s dropped the spoon he’s using to eat his cornflakes. You decide.
He’s found something very valuable: the mathematical formula for turning confused shoppers into profitable customers. Lucky devil.
This is how I ended up in conversation with Oli Spark—a human being who once took The White Company from “shop selling white things to people who like white things” to “retail empire that makes serious money from selling white things.”
And then started his own analytics business.
Enter the spreadsheet whisperer
Oli landed in my digital living room having achieved enlightenment through pivot tables and emerged with business insights that work.
It all started because an American consultant arrived, waved his magic spreadsheet around like some sort of data-driven wizard, and suddenly Oli realised that customer metrics aren’t just numbers—they’re the actual DNA of commerce.
(Plot twist: The universe is apparently more predictable than anyone thought, which is both comforting and terrifying.)
Acquisition vs. retention
Every marketing textbook in existence has been preaching the same gospel: retention is cheaper than acquisition. It’s repeated so religiously it’s become the “brush your teeth twice daily” of business advice.
But Oli disagrees: “Acquisition is the most important thing.”
His reasoning? You can heroically improve retention by 10% (which requires roughly the same effort as teaching cats to file tax returns) and barely nudge the revenue needle.
Meanwhile, acquisition is like that expensive friend who costs you money upfront but somehow always turns ordinary nights into legendary adventures—pricey, yes, but absolutely essential for anything resembling growth.
Most businesses squeeze 1.2 to 1.5 orders per customer annually. Getting that from 1.5 to 1.6?
Congratulations, you’ve just moved the business needle by approximately the width of an optimistic ant’s eyebrow during a particularly ambitious stretching session.
The multi-channel revolution
According to Oli, the word “cannibalsation” should be permanently banned from business vocabulary—it’s basically worrying that your left hand is stealing work from your right hand while you’re applauding a particularly good performance.
(Which is the sort of concern that makes sense only if you’ve never actually watched human beings shop.)
William Sonoma cracked this code decades ago:
- One channel equals customers spending $180
- Two channels bumps it to $240
- Three channels rockets to $360
The resistance usually sounds like this: “But Amazon cheapens our brand!” Which is roughly equivalent to complaining that people want to buy your products in convenient locations.
The attribution apocalypse
Attribution—that mystical art of determining which marketing channel deserves credit for each sale—has evolved into the modern equivalent of medieval alchemy.
Lots of impressive theoretical frameworks, zero actual gold production, maximum scholarly debate about nothing.
Oli’s approach cuts through this noise: Focus on exactly two numbers that actually matter:
- How many new customers you need to hit your goals
- Your allowable blended CAC (Customer Acquisition Cost)
(And yes, the platforms lie. But they lie consistently, which is oddly the most honest thing about them.)
The eCommerce manager’s daily existential terror
We concluded with a moment of genuine solidarity for eCommerce managers everywhere—those brave souls attempting to juggle left-brain analytics and right-brain creativity while being bombarded with miracle solutions from vendors like, well, me.
They’re essentially air traffic controllers for customer behavior, except the planes are on fire, the runway keeps relocating, and everyone’s shouting contradictory instructions through megaphones while wearing blindfolds.
(Then they go on holiday for a week and return to find they’ve forgotten how to operate half their tools.)
The takeaway that actually matters
In a world obsessed with attribution models more complex than quantum physics and customer journey maps that resemble abstract art created by particularly confused spiders, sometimes the answer is beautifully, brutally simple:
Know how many customers you need.
Know what you can afford to pay for them.
Stop overthinking literally everything else.
It’s like discovering that the secret to happiness isn’t a 47-step algorithm involving chakras and cryptocurrency—it’s just remembering to eat lunch and not be terrible to people.
This article was written with the assistance of AI.






