''' I once took a $2 million check from an investor who nearly drove my company into the ground. It was early in my career, and the validation felt incredible. We had a great pitch, a solid team, and what I thought was a can't-miss product. The investor was a big name, and at the celebratory dinner, he talked a big game about his network and how he was going to open doors that would change everything for us. Twelve months later, the only thing he had introduced was chaos.
His advice was generic, his network was a mirage, and his pressure to hit vanity metrics nearly shattered our product roadmap. We burned through cash chasing ghosts he put in front of us. That experience taught me a lesson that has been worth more than any funding round: the wrong investor is a debt, not an asset. The right one is a force multiplier. After two exits and over 200 angel investments in companies like Anthropic and OpenAI, I’ve learned that the difference between the two often comes down to a single question.
The Seduction of Dumb Money
When you’re raising a round, especially your first, it’s easy to see every VC as a savior. They have the capital you desperately need, and the entire process is designed to make you feel like you’re the one being interviewed. You pitch, you defend, you hope they see the genius in your idea. When they finally say "yes," the relief is so overwhelming that due diligence on them feels secondary. You just want to grab the money and get back to building.
This is a trap. I see it all the time. Founders are so focused on getting a "yes" that they forget to ask if it’s the right "yes." They take the money without understanding the person behind it. They get a name on the cap table, but they also get a new boss—one with opinions, expectations, and the power to influence their direction.
In the AI space, this is even more dangerous. The AI talent wars are real, the technology is complex, and the path to a successful exit is rarely a straight line. You might need to make a hard pivot, navigate a complex technical challenge, or fight for a key hire against a tech giant. In those moments, you don’t need an investor who just asks "Are we hitting our numbers?" You need a partner who understands the battlefield.
The Question That Changed Everything
After my nightmare experience, I flipped the script. I stopped being the one selling and started being the one buying. In every investor meeting, after we covered the basics of my business, I would lean forward and ask one simple, direct question:
"Beyond your capital, what is the single most impactful way you will help my company win, and can you give me a specific example of how you’ve done that for another founder in the last six months?"
This question is a pattern-interrupt. It cuts through the fluff and forces a level of specificity that most VCs aren’t prepared for. Let’s break down why it works.
- "Beyond your capital...": This immediately dismisses the obvious. The money is table stakes. I’m making it clear I’m looking for a partner, not just a bank.
- "...the single most impactful way...": This prevents them from rattling off a generic list of "value-adds" like "our network," "our platform," or "our brand." It forces them to identify one concrete, high-leverage contribution they can make. It shows me if they’ve actually thought about my business and its specific needs.
- "...you will help my company win...": The language is active and forward-looking. It’s not about what they can do, but what they will do. It frames our relationship as a partnership focused on a shared goal.
- "...and can you give me a specific example...": This is the proof. The world is full of people who talk a good game. An example grounds their claim in reality. It’s not theoretical; it’s historical. I want to hear a story.
- "...for another founder in the last six months?": This makes it recent and relevant. I don’t care about a connection they made in 2015. The startup world moves too fast. What have you done lately? This also gives me someone I can call for a reference.
The Answers That Tell You Everything
The responses to this question are incredibly revealing. They fall into three buckets.
1. The Red Flags (The Wafflers)
These are the investors who get uncomfortable. They try to dodge the question with vague, high-level statements.
"Well, we have a vast network of executives we can connect you with. We’re very hands-on and our brand opens a lot of doors."
This is a non-answer. It’s the brochure talking, not a person. When I press for a specific example, they’ll either name-drop a famous founder without any detail or talk about a generic "intro" that led nowhere. This tells me they see their value as passive and abstract. They are not operators. They are selling access to a country club, and the membership fee is a piece of your company.
2. The Yellow Flags (The Specialists)
This group is better, but still requires caution. They have a specific, tangible value proposition, but it might not be the one you need.
"Our sweet spot is enterprise sales. I personally helped a portfolio company, ACME AI, get their first three Fortune 500 pilots by mapping out the key decision-makers and prepping the founder for the C-suite pitch. We got it done in one quarter."
This is a much better answer. It’s specific, it’s recent, and it’s verifiable. But now the work is on me. Is enterprise sales my biggest bottleneck right now? If I’m building a developer-first tool and my main challenge is community building, this investor’s superpower isn’t aligned with my needs. They might be a great investor, but for a different company. Taking their money could create a misalignment where they push me towards an enterprise motion I’m not ready for.
3. The Green Lights (The Partners)
The best investors light up when you ask this question. They see it as an invitation to a real strategic conversation. They’ve already been thinking about it.
"I’ve been thinking about your talent pipeline. You’re competing with Google and Meta for research scientists, and you can’t win on salary. My last AI investment, a company called Neural-Leap, was in the exact same spot. I worked with the founder to create a unique recruiting pitch focused on research freedom and publication incentives. I then personally introduced him to two key researchers I knew from my time at Stanford who were looking for a change. One of them is now his Head of Research. I can connect you with that founder tomorrow."
This is the gold standard. It’s hyper-specific to my business (AI talent wars), demonstrates a deep understanding of my challenges, provides a concrete and relevant example, and offers a direct reference. This person isn’t just offering money; they’re offering a solution to one of my biggest problems. They’ve done it before, and they have a playbook. This is the person I want in my corner when things get tough.
This Isn’t Just for Founders
I apply this same thinking to my own angel investments. When a founder pitches me, I know they’re evaluating me too. I make it a point to be clear about where I can and cannot help. I’ve built and sold companies, so I can offer credible advice on product strategy, early-stage GTM, and navigating the M&A process. I’ve invested in over 200 companies, so I have a wide network and can spot patterns. But I’m not a deep-tech AI researcher. If a founder’s biggest challenge is a fundamental algorithmic breakthrough, I tell them upfront that I’m not their guy for that, but I can help them build the company around it.
Choosing your investors is one of the most important decisions you will ever make. It’s a marriage. A bad one is a soul-crushing drain on your time and energy. A great one will challenge you, support you, and actively help you build something bigger than you could on your own. Don’t be so blinded by the cash that you forget to ask the hard questions. Your company’s future—and your own sanity—depends on it. ''')) HBox(children=(FloatProgress(value=0.0, bar_style=
Frequently Asked Questions
Do all experts agree with this view?
No, and that's fine. The best ideas in business are often contrarian. I share my perspective based on my experience and data, but I encourage you to seek out opposing viewpoints and form your own conclusions.
How has this view evolved over time?
My thinking on most topics has changed significantly over the years. Early in my career, I held many conventional views that experience proved wrong. I try to update my beliefs when the evidence changes.
How can I apply this thinking to my own situation?
Start by identifying the core principle behind the opinion, not the specific example. Then ask yourself: does this principle apply to my context? If yes, test it in a small, low-risk way before going all in.
What's the most common pushback you get on this?
People often push back by citing exceptions or edge cases. And they're usually right that exceptions exist. But building a strategy around exceptions rather than patterns is a losing game for most founders.