VC 101: When to Say No

I spent last Tuesday afternoon with the nine startups in the Spears LAUNCH Accelerator’s second cohort, teaching a workshop billed as VC 101. I opened with a scenario instead of a definition. You run a B2B software company doing $40K in monthly recurring revenue, growing 8% a month. Two founders, no outside capital, $500K in the bank, roughly break-even. A VC offers $3M at a $15M post-money valuation. Do you take it?

The room split, and there was no single right answer for it to land on. The company doesn’t need the money, and that’s precisely why the term sheet showed up. Investors chase businesses that work without them. Whether to take the check anyway is a judgment call about what you’re building and what you want from it, and the whole workshop was aimed at giving nine first-time founding teams the tools to make that call themselves.

A Specialty Tool

Most of what I told the room reduces to one idea. Venture capital funds the exceptions. US venture deployed about $339 billion in 2025, which sounds enormous until you set it against a $30 trillion economy. It rounds to one percent of GDP. And half of it went into a handful of massive AI rounds, the names you already know. Most companies don’t need venture money, and some would be actively hurt by taking it. The rest of the financing menu serves them better: customer revenue, SBIR grants, revenue-based debt, angel checks.

For the founders wondering whether they’re an exception, I gave them the three questions I’d want answered before they pitch anyone, including me.

First, can this be enormous? Venture math needs a credible path to a 10x to 100x outcome inside a decade. Merely good doesn’t clear the bar, and merely good describes most good businesses.

Second, does capital change the outcome? Money accelerates demand, but it can’t create demand. If the market is winner-take-most and timing decides who wins, speed is worth the dilution. If customers arrive at their own pace no matter what you spend, it isn’t.

Third, do you want this life? Raising venture means selling ownership and boarding a growth treadmill of board oversight, follow-on rounds, exit pressure, and a timeline you no longer fully control.

Three yeses and you’re a venture candidate. Any no, and the better move is elsewhere on the menu, which I mean as a compliment rather than a consolation prize. None of this is precise, either. Plenty of companies answered no to one of those questions and made venture work anyway, and plenty of clean yeses died on schedule.

The Power Law Explains Everything

Then I showed them why VCs behave the way they do, because the behavior looks irrational until you see the math underneath it. Take a sample fund: $50M deployed as twenty $2.5M checks. Ten years later, ten of those companies have returned nothing, nine have returned roughly their capital, and one has returned 40x… that last company is the fund’s entire profit. That’s about how the industry actually performs, too. Roughly 5% of venture investments drive the vast majority of returns.

Once that math sits in your head, the confusing parts of venture make sense. The obsession with market size is a survival requirement, since a fund that never finds its 40x loses money no matter how well the other nineteen picks perform. The speed of the passes makes sense too. And so does the strangest experience in fundraising, which is getting passed on while running a genuinely great business. A profitable company on its way to a $30M outcome is a great life and a bad venture deal. The pass is a verdict on ceiling and fit, and it usually says nothing about quality.

Why a VC Would Teach Any of This

An investor spending his morning teaching founders when to turn down investment looks like a man shrinking his own pipeline. Follow the incentives one step further and it flips. A company that raises venture money when it shouldn’t enters a slow-motion breakup. The founders wanted a profitable business growing at its own pace, while the investors paid for a shot at an enormous one, and those two goals pull against each other in every board meeting for years afterward. Everyone in that arrangement loses years, and the founders lose the most, because the investors at least hold a portfolio.

So the filter is the most founder-aligned thing I can teach, and it also happens to serve me. The companies I want to meet at seed are the ones that walked through those three questions and answered yes with their eyes open. Teaching the test costs me deals I’d have passed on anyway and improves the ones that reach me. Aligning incentives, as usual, does most of the work.

There’s a second incentive worth naming, since I told the room and I might as well tell you. Mentors at accelerators are often investors scouting, and that’s half of why we show up. The other half, at least for me, is that I want this to exist here.

The Ecosystem

I’ve written before that Dallas is early, and that early ecosystems get built by recycling operators and their knowledge back into the base. Fundraising literacy belongs on that list. A cohort of first-time founders who understand the full financing menu before they raise means fewer dead-end raises and more companies funded in ways that match what they can actually become. That’s the substance a rising ecosystem needs underneath the celebration, and LAUNCH at the Spears Institute is building it, one cohort at a time. Thanks to Bhavna Kumar and Josh Taylor for having me, and for building a program that takes this work seriously.

We closed with half an hour of Q&A, and the questions kept circling back to the opening scenario and the power law math, adding detail we’d moved past the first time through. They were good questions, which I take as a sign the framework landed. The scenario itself never got a clean resolution, because it doesn’t have one. What it has is a better set of questions: what does the $3M actually buy, what does it cost beyond the 20%, and what else could fund this business. That’s the judgment I wanted to leave in the room… a real understanding of the options, with venture money as one item on the menu, no more privileged than the rest. If a term sheet ever shows up for a company that doesn’t need one, and for the good ones it eventually will, I want these founders pricing the offer rather than celebrating it.