The Brutal Math of Founder Success
Why a multi-million dollar exit still might not add up
Some time ago, I took up Duolingo for math. What started as a way to help my 11-year-old son with his multiplication skills quickly morphed into seeing how much I could recall about graphing cosine and putzing around with probability models.
Eventually, all this playing with numbers got me thinking about quantifying the opportunity cost of starting a drinks brand. While we can only qualitatively measure the blood, sweat, and tears of building a beverage brand, we can actually measure the possible dollar outcomes to figure out if ever leaving one’s day job is worth it.
Long story short: it usually isn’t.
Here’s a plausible scenario: two, soon-to-be co-founders walk away from $125k salaries to take $75k startup pay. They’ll need to grind for 10 years to reach an exit.
Factor in taxes, modest 3% annual raises, and a 6% return on the money they didn’t get to invest, and each founder gives up roughly $484,000 in personal wealth over that decade.
So what does an exit actually need to look like to come out ahead?
If an exit were 100% guaranteed, they’d need to pocket $1.38 million total (~$692k each) at transaction time just to match the corporate wealth they left behind when they quit their cushy jobs.1 Of course, this assumes absolutely zero risk.
Only a small fraction of beverage startups ever reach a meaningful acquisition and this risk needs to be factored in to our calculations. The brand would need to sell for more (than $1.38 million) to justify taking a 1-in-20 long shot bet of its success.2 The risk-adjusted math says the two founders need to collectively pocket $27.7 million gross (~$13.8 million each).
Unfortunately, the harsh arithmetic doesn’t end there. The hurdle is made even higher by the fact that founders sold off equity to fund the growth of the company. This diluted equity means their payout is nowhere near the sale price.
To make the venture “worth it,” the required headline sale price depends entirely on their remaining cap table:
If they owned 50% at exit, they’d need a ~$55 million sale
If they own 30% at exit, they’d need a ~$92 million sale3
At a 4x revenue multiple and a $240/case wholesale rate, hitting that target requires doing $13.75 million to $23 million in annual revenue, or roughly 57,000 to 96,000 cases annually.
What this scenario means for you:
You’re not selling your brand at 30,000 cases (and if you are, you’re losing money compared to the corporate life you left behind).4
Preserving equity matters as much as growing revenue. Every 10% of dilution you give away pushes your financial break-even goalpost exponentially higher. Because of this, early funding rounds are more dangerous than you think.
Valuation multiples aren't a rescue strategy. You cannot rely on a 10x-12x revenue multiple to save a heavily diluted cap table. Those multiples aren’t what legacy beverage acquirers are spending these days.
I’m frequently asked why I don’t start my own beverage brand. The answer is some amalgamation of my personal risk tolerance combined with this brutal math.
A $15 million or $20 million acquisition sounds like a massive victory in a press release. However, over a 10-year horizon, with generous 5% odds of success and heavy dilution, it’s often a financial loss compared to keeping a $125k day job.
Most founders don’t know their true break-even number before making the leap. Spending time running the numbers is one of the best investments you can make—even if it means brushing up on your math with Duolingo first.
You’d need roughly $692K to net out $484k because of taxes which I’m estimating at 30%.
This assumption of a 5% success rate is overly optimistic, but it keeps the math simple. The success rate is probably closer to 1-2%.
Again, these are pretty generous assumptions. Also, baked in, a clean transaction with no investor liquidation preferences, debt repayment, or deal fees shaving money off the top first.
Of course, there’s no way of factoring in the emotional toll of not pursuing your entrepreneurial dreams.