Expert + Reasonable + Crazy Idea = Crazy Good

The amazing Paul “PG” Graham came out with an essay this month on crazy new ideas. And the thing I’ve learned over the years, being in Silicon Valley, is if PG writes, you read. In it, one section in particular stood out:

“Most implausible-sounding ideas are in fact bad and could be safely dismissed. But not when they’re proposed by reasonable domain experts. If the person proposing the idea is reasonable, then they know how implausible it sounds. And yet they’re proposing it anyway. That suggests they know something you don’t. And if they have deep domain expertise, that’s probably the source of it.

“Such ideas are not merely unsafe to dismiss, but disproportionately likely to be interesting.”

I’ve written a number of essays about crazy ideas. Here. Also here. The last of which you’ll need to Ctrl F “crazy”, if you don’t want to read through all of it. And also, most recently, here. But that’s besides the point. The common theme between all of these is that crazy ideas are not hard to come by. Crazy good ideas are. Good implies that you’re right when everyone else thinks you’re crazy. When you’re in the minority. And the smaller of the minority you are in, the greater the margin on the upside. Potential upside, to be fair.

As investors, we hear crazy pitches every so often. David Cowan at Bessemer even wrote a satire on it all. For the crazy pitches, go to episode five. The question is: How do we differentiate the crazy ideas from the crazy good ideas? But as PG says, if it’s coming from someone we know is a subject-matter expert (SME) and they’re usually grounded on logic and reasoning, then we spend time listening. Asking questions. And listening. ‘Cause they most likely know something we don’t.

That was true for Brian Armstrong, who recently brought his company, Coinbase, public. He worked on fraud detection for Airbnb in its early days prior. And he knew he was getting into the deep end with crypto back in 2012. But he realized how unscalable crypto transactions were and how frustrated he was. Garry Tan, then at YC and part-time at Initialized, saw exactly that in him. A reasonable SME with a crazy idea. Garry just released an amazing interview between him and Brian too, if you want to tune into the full story.

What if some of the variables in the equation are missing?

But most of the time the founders you’re talking to aren’t subject-matter experts with deep domain expertise. Or at least, they haven’t left an online breadcrumb trail of whether they’re a thought leader or if they’re reasonable human beings. So subsequently, in the little time I have with founders in a first or second meeting, I look for proxies.

For proxies on domain expertise, I go back to first principles. What are the underlying assumptions you are making? Why are they true? How did you arrive at them? What are the growing trends (i.e. market, economic, social, tech, etc.) that have primed your startup to succeed in the market? Does timing work out?

To see if they’re “reasonable” under PG’s definition, I seek creative conflict. How do you disagree with people? If I brought in a contrarian opinion you don’t agree with, how do you enlighten me? How do you disagree with your co-founders?

In closing

To be fair, we’re not always right. In fact, we’re rarely right. On average, in a hypothetical portfolio of 10 startups, five to six go to zero. One to two break even. Another one to two make a 2-3x on investment. That is to say, they return to the investor $2-3 for every $1 invested. And hopefully, one, just one, kills it, and becomes that fund returner. Fund returner – what we call an investment that returns the whole fund and maybe more. Of course, every time a VC invests, they’re aiming for the fences every time. As a VC once told me, “it’s not about the batting average but the magnitude of the home runs you hit.” And even in those 10 investments, it’s a stretch to say that all of them are “crazy” ideas.

But the hope is that even if we’re wrong on the idea, we’re right on the people.

Photo by Àlex Rodriguez on Unsplash


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Creativity is a Luxury

“Creativity is a residue of time wasted.”

I recently came across the above quote – the attribution to Einstein. And I found it extremely prescient. In the world last year. And in the years ahead.

Creativity is the ability to find inner peace in a busy world. To weave cacophony into symphony. The ability to recognize and chart patterns between the pixels and decibels around us. A guiding, focusing, and metaphorical – and I mean metaphorical in its truest form – principle that abstracts you from the literal shackles of your current situation. Now before I get to abstract…

I’ve written about where I find my inspiration on numerous occasions, including while I’m:

  • Exercising
  • Driving
  • Cooking
  • Showering
  • Listening to podcasts
  • Washing the dishes

… just to name a few. In each of the above, I give myself the intellectual bandwidth and the time to ponder. Simply ponder. With no goal or predestination in mind. Frankly, this blog is a product of such intellectual adventures.

And I know I’m not alone. In the world coming out of the pandemic, this may cause a new revolution of creativity.

Our grassroots

Hundreds of thousands of years ago, we transitioned from a nomadic to a more specialized lifestyle. The transition to specialized roles in a hunter-gatherer society allowed hominids to share the responsibility of survival. As we learn in the basics of economics, economies that have comparative advantages who trade can create a larger global supply of goods and services. In this case, it was the cooperation among the citizens of the same society that freed individuals’ bandwidths to explore other interests, including, but not limited to:

  • Controlled use of fire
  • Adaptability to colder climates
  • Specialized hunting tools, like fishhooks, bow and arrows, harpoons and bone and ivory needles
  • Intricate knowledge of edible plants

While hand-built shelters likely go as far back as 400,000 years ago, and huts made of wood, rock and bone as far back as 50,000 years ago, it wasn’t until the Neolithic Revolution that agricultural culture became a permanent habitual change. In the emergence of an agricultural lifestyle, humans now freed up time they would have otherwise spent on migration or hunting. And with that same free time, they invented more creative means of living, not just survival, like the means to combat disease and increased agricultural knowledge. Economists Douglass North and Robert Paul Thomas call this Neolithic Revolution the “first economic revolution“. The two state this was the result of “a decline in the productivity of labour in hunting, a rise in the productivity of labour in agriculture, or [an] … expansion of the size of the labour-force”.

Maslow’s Hierarchy

If we look at Maslow’s Hierarchy of Needs, the evolution of free time, and therefore creativity, makes complete sense. Psychologist Abraham Maslow wrote in 1943 that humans make decisions motivated five tiers of psychological needs.

Maslow’s Hierarchy of Needs

A person’s most basic, tangible needs are at the bottom, whereas the intangibles reside at the top. And according to Maslow, you cannot begin to fathom the higher echelons of your needs, like esteem and self-actualization, until you’ve fulfilled the tiers underneath. Maslow also calls self-actualization “growth needs” and the lower tiers “deficiency needs”. In a very real sense, when you’re struggling to find food and shelter or job security, you don’t have the mental capacity or free time to entertain how high your potential can go. Time, specifically leisure time, is a luxury for people who have fulfilled all their deficiency needs. And that leisure time is what creatives need.

Asking the best

Of course if I was to write anything on creativity, I had to ask my buddy, DJ Welch (IG, LI) – one of the most creative minds I know. Not only did he grow his YouTube channel to 370,000 subscribers in less than three years, he was also an artist for Lucasfilm, Instagram, Cartoon Network and more. Now, he’s working on a new project – Primoral Descent – one that I’ve been excited for the public to finally see.

“As a child, my parents let me have a lot of free time. They let me make my own choices. They let me be imaginative. That’s when you come up with innovation. Creativity is a river above everyone’s head.”

When I asked him to unpack that, he said, “Good ideas are gifts from the universe – fish that swim in that river. All you have to do is learn how to reach up and fish for them. And just like fishing, if you stick around long enough – if you’re patient enough, you’ll be able to catch a few. But you never know what fish you’ll reel in. Just that you will.”

Toys for adults

We see the same with entrepreneurs and creatives. They have time to think. Time to reach into that river and pull out an idea. They are investors and the medium of investment is their time. In fact, you can argue they’ve dedicated almost every waking hour to optimize themselves to offer a creative solution or perspective into the market. They’ve made it their job to be innovative. After all, innovation, by definition, is a creative solution. Under Einstein’s definition, we could call them professional time wasters.

As Chris Dixon says, “The next big thing will start out looking like a toy.” Today, we see the rise of NFTs, VR/AR, content creation, e-sports, and much more. Not too long ago, we had the telephone, and eventually the smartphone, as well as the internet. All of which had their origins as toys. And I know I’m only scratching the surface here. In order to have time to create toys, or for that matter, even play with toys, you need leisure time.

With that same time, more and more people are pursuing their interests and passions, creating, what Li Jin at Atelier Ventures dubbed, the “passion economy“. Similarly, more people are dabbling into new hobbies. In the pandemic, the average person saved 28 minutes of time that would have been spent on going to work. An hour on average for the round trip. Some people used that time saved to get more work done. Others used their time saved to discover new passions – be it baking, starting a podcast, hiking, or gaming. For many Americans, that extra time was paired with stimulus checks and communities coming together to cause political and economic shifts – for better or worse.

As Tal Shachar, former Chief Digital Officer at Immortals, said, “The next big thing in 2021 is the YOLO economy. Consumers will be more open to trying new products/services and spending on novel experiences, particularly with friends, as we emerge from the pandemic with pent up demand and few routines.” In the process of trying, you will inevitably uncover more surface area to expand on.

In closing

In 2021 and onwards, as entrepreneurship and solo-preneurship lowers its barriers to entry, we’re lowering the Gini Index equivalent for creativity. More people will have increased access to time – time to self-actualize. Time to challenge our status quo.

I love this line in Kevin Kelly‘s “99 Additional Bits of Unsolicited Advice“: “The greatest rewards come from working on something that nobody has a name for. If you possibly can, work where there are no words for what you do.” If you can succinctly describe what you’re working on, then you’re not really pushing the envelope.

Later in that same essay, Kelly writes, “A multitude of bad ideas is necessary for one good idea.” And to have ideas, you need time. As DJ and I were wrapping up our conversation, I asked, “So, DJ, how do you optimize for creative moments?”

And he responded with some great food for thought. “I nap. Sleeping is how I process information. As I go lay down for a nap, right in that lucid moment, I come up with my ideas. I quickly scribble them down, then go back to sleep. When I finally wake up, I go work on them. The great Winston Churchill’s naps were a non-negotiable part of his day. In fact, during WWII, he had a bed set up in the War Rooms so he could take his daily afternoon naps. Similarly, I often take 20-minute power naps around 2-3PM. And I’ve never pulled all-nighters. Thinking isn’t hard for me. Thinking is the part ‘efficient people’ [who work straight through the day] get stuck on.”

Cover Photo by Jr Korpa on Unsplash


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Should You Make Investors Sign NDAs?

Years ago, when I first started in venture at SkyDeck, I met a founder who made me sign an NDA before he pitched. At the time, I had no idea that it wasn’t the norm. So, I ended up signing it without a second thought. It wasn’t my first time I signed one, and certainly not the last. He spent 20 minutes pitching his idea to me. I don’t remember the exact details of the pitch, but I remember it being an intriguing pre-launch idea outside of my realm of expertise.

In our last five minutes, out of curiosity, I asked him why he had me sign an NDA – something I’d never been asked to do since I jumped into VC.

He said, “I can’t afford to have you take my idea.”

Nevertheless, I had a couple names in mind that might be useful to him. At least more useful to him than I could be. But given the NDA, I needed written consent for every person I wanted to send his startup to. As well as consent for what I could and could not tell them. After two weeks of back and forth emails, he only allowed me to pass his idea to one other person. Even so, in a very limited scope. With very little context. Far from enough for my investor friend to say yes to a meeting. All in all, regrettably, the long slog of asynchronous communication heavily drained my willingness to help. And at the end of the two weeks, I was happy to get that load off my chest.

It was a lesson for myself. Ever since then, I err on the side of not making people sign NDAs. Why?

  1. Most people don’t care enough about your problem space to pursue the idea you’re going for. If they were, they’d have pursued the idea/solution already.
  2. Sharing your idea helps you more than it helps them. You get free advice and feedback, all of which are ammunition to further your idea. The more you share, the faster you learn, the faster you can iterate and grow your startup.
  3. If you make a potential partner sign an NDA, it implicitly shows a lack of trust in the partnership, and there could lead to future friction between you 2, which would detract you from focusing on actually building the business. I’ve seen it happen. And I’ve seen businesses crumble because of a lack of trust. And it could start from the smallest thing and exacerbate into a full-blown drama.
  4. On the off chance, they do take your idea and run with it to the market, they become a competitor to your business. And if you’re scared of competition, you’re probably in the wrong industry. Or if you want to run a lifestyle business (one at your own pace) – like a side hustle or one you find great joy in doing, it really doesn’t matter what other people are doing.

The success of a business is determined by how well you can execute. The first mover advantage is about who can get to product-market fit first, not who birthed the idea first. Before Google, AltaVista, Aliweb, and Yahoo! existed, just to name a few. Equally so, Myspace and Friendster started before Facebook.

A week after my intro, my investor friend hit me up again to tell me he turned down that founder before the founder even pitched. He told me, “It’s unnecessary red tape and not worth my time. And I’m not short on deal flow.”

Almost a year after that, in an effort to keep a complete record of the deals I’ve sent to investors, I revisited that startup. A quick LinkedIn search told me they’d closed up shop. I never checked back in with them to ask why. It could have been trouble in their go-to-market motions. It could have been co-founder disputes. Or it could have been their inability to find investment. I don’t know. But I imagine that their inability to find investors contributed to their closure.

Photo by Scott Graham on Unsplash


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Why It’s Important to Disagree with Your Co-Founders Early

While I don’t always ask this question, when I do, it provides me enormous context to how the founding team works together. What do you and your co-founders fundamentally disagree on? Over the years, I’ve heard many different answers to this question. “We disagreed on which client to bring into our alpha.” “On our last hire.” “Our pricing strategy.” And so on. As long as you contextualize the point of friction, and elaborate on how, why, and what you do to resolve it, then you’re good. There’s no right answer, but there is a wrong answer.

The answer that scares me the most is: “We agree on everything.” Or some variation of that. While people may share a lot of similarities, even potentially the same Myers Briggs personality type (although I do believe people are more nuanced than four letters), no two people are ever completely the same. Take twins, for example. Genetically, they couldn’t be any more similar. Yet, to any of us, who’ve met any pair of twins in our lifetime know they are vastly different people.

Priorities lead to disagreements

One of my favorite counterintuitive lessons from the co-founder and CEO of Twilio, Jeff Lawson, is: “If your exec team isn’t arguing, you’re not prioritizing.” He further elaborates:

“As an executive team, we never actually argued — which is a strange thing to bother a CEO. But in fact, something always felt not quite right to me when we always agreed. Clearly, we must not be making good enough decisions if we all agree all the time.

“What I came to realize was that the reason why we didn’t argue is we weren’t prioritizing. One person says, ‘I like idea A,’ and the other person says, ‘I like idea B,’ and you say, ‘Great, put them both down, we’ll do it all!’ And in fact, when you look back on those documents at the end of the year, we rarely got around to very much of anything in those documents.

“Be vigorous not just about what makes the list, but the specific order in which priorities fall. “We realized it’s not just about all the things we could do, but the order of importance — which is first, which is second. Now you get disagreements and a lot of vigorous, healthy debate.”

Starting the tough conversation

Admittedly, it’s not always easy to have these tough conversations with the people you trust most. In fact, often times, it’s even harder to have these conversations because you’re scared about what it can do to your relationship. Arguably, a fragile one at best. At the end of last year, Yin Wu, founder of Pulley, shared an incredible mindset shift when building an all-star team, which led to my conversation with her.

You’re a team driven to change the world we live in. And to do so, you need a system of priorities.

One of the best ways I’ve learned to address conflicts – explicit and implicit, the latter more detrimental than the former – is taking the most obvious, but the one that most people try to avoid. Address the elephant in the room at the beginning.

I love the way Elizabeth Gilbert approaches that elephant, “The truth has legs. It’s the only thing that will be left standing in the end. So at the end of the day, when all the drama has blown up, and all the trauma has expressed itself, and everyone has acted up and acted out, and there’s been whatever else is happening, when all of that settles, there’s only going to be one thing left standing in the room always, and that’s going to be the truth. […] Since that’s where we’re going to end up, why don’t we just start with it? Why don’t we just start with it?”

When it hasn’t happened yet

If you haven’t disagreed with your team yet, you either haven’t established your priorities or one or the other or both has yet to bring it up. A mentor of mine once told me, “Whatever you least want to do or talk about should be your top priority.” And the goal is to sit down with your team and figure it out. To come into the conversation suspending immediate judgment and trying to see where your other team members are coming from.

As the CEO of a startup or a leader of a team, you don’t have to use every piece of feedback or input you get from your teammates. But you should make sure your teammates feel heard. That you’ve put thought and intention behind considering their ideas and opinions. Whether you choose to deviate from your teammates’ opinions or not, you should clearly convey the rubric that you used to make that decision. And why and how it aligns with the company’s mission.

In closing

And of course, the follow-up to the first question about disagreement would be: How often do these disagreements happen? And how do you move forward after the disagreement comes to light?

I go back to a line Naval Ravikant, co-founder of AngelList, once said, “If you can’t see yourself working with someone for life, don’t work with them for a day.” Indubitably, you’re going to be working with your co-founders for a long time. And if you haven’t dissented with your co-founders – or for that matter, other team members, investors, and customers – yet, you will. And knowing what, how and why you disagree with others can be invaluable for your company’s survival and growth.

This past weekend I heard a new phrasing of disagreement I really liked from a friend of mine. “Creative conflict.” I’m adding that phrase to my dictionary from now on. And well, this is my preface to you all before I do.

Prioritize. Communicate. And embrace creative conflict.

Photo by Ming Jun Tan on Unsplash


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Losing is Winning w/ Jeep Kline, General Partner at Translational Partners and Venture Partner at MrPink VC

“I was a swimmer since I was very young and, you know, I never won. I never won.”

You’re probably assuming this is how the opening scene of a movie about a future world-champion swimmer begins. The beginning of the world’s most amazing underdog story. And you’re wrong. Well, not completely wrong. This isn’t a story about the world’s next biggest Olympic swimmer. Although it might be well-timed with the Tokyo Olympics around the corner. This… is a story, in my humble opinion, of one of the world’s next biggest venture capitalists. A story of a young Bangkok girl who became a VC from learning how to lose.

I’ve never been the smartest kid on the block. At least in the IQ department. So I make it my mission to hang out with folks who are smarter and more driven than I am. Jeep is no exception. I met her last month. And as if going from a World Bank economist to Intel leadership to startup advisor and investor to lecturing at UC Berkeley’s Haas School of Business was not enough, in our first conversation, she shared an incredible set of contrarian insights. So earlier this month, I had to jump into another conversation with her.

Something about going long

If you’re a long-time fan of this blog, you know one of my favorite Bezos-isms is, “If everything you do needs to work on a three-year time horizon, then you’re competing against a lot of people. But if you’re willing to invest on a seven-year time horizon, you’re now competing against a fraction of those people, because very few companies are willing to do that.”

Jeep is that same kind of superhuman.

“I started as a competitive swimmer since I was seven, and I swam so much and so hard, like three kilometers a day. It’s just a lot of practicing. I never even won a medal. And I kept doing it. And that was hard.

“Because other kids they got medals in different styles. So I learned early on in life what losing actually meant. And I think that’s very important because a lot of smart kids, they never learn how to fail early on in their life. And it’s kind of like a winner’s curse because you know, when they’re the best at everything, since they were young, throughout college , once they come out, and they realize that the world is hard, they are doing things or want to pursue a career that their parents cannot help them, they become risk averse. Meaning they don’t want to try new things.

“So I never won in [any] swimming competitions. Until I got into college. When I got into college, at the time I already quit swimming. I quit in high school. So, I didn’t swim competitively anymore since I didn’t have time to practice. I picked up other activities like piano, which I came to love. In college, one of my friends asked me, ‘Hey Jeep, why don’t you come back to the competition?’ And she knew I never won. We were in the same race at so many events. And I said, ‘I don’t know. Let me try.’ So I tried again.

“So I got back to the practice routine. Adjust my strokes a little bit. And then I won. I got gold and silver medals for a college swimming competition. And I was like, ‘This is a joke. How could I win?’

I never won ever, like for ten some years. And I joke with my friend, ‘You know why, because everybody else quit!’ They quit about the same age in high school.

I just went for it. And that was one of the moments in life that I realized that it’s all about grit. You do what you love and you don’t quit. There will be a moment that you win.”

The analogy extends further

“Failure is the mother of success.” It’s an ancient Chinese proverb that my mom used to tell me again and again growing up. Every time I “failed.” Scored low on a test. Embarrassed myself on stage for a school musical. Placed fourth, right off the podium for multiple competitions. It’s funny thinking about it in retrospect since she turned out to be the exact antithesis of a stereotypical Asian parent. And I love it!

Take tbh, an app where you send your friends anonymous compliments, as an example. It launched back in late 2017. 73 days after its launch, it went from zero to 2.5 million daily active users, which subsequently led to a $100M acquisition by Facebook. To many, tbh looked like an overnight success. But it wasn’t. Nikita Bier, co-founder of tbh, and his team spent seven years with 15 failed products before they arrived at tbh. And with each iteration, they learned and compounded their lessons from their previous failure.

Clubhouse’s Paul Davison and Rohan Seth is another example of a seemingly overnight success. From Talkshow to Highlight (acq. Pinterest), the pair went through at least nine failed apps before they arrive at Clubhouse – last reported to have passed 10 million users. And valued at $4 billion. Their lead investor, Andrew Chen at a16z, spent eight years getting to know Paul.

One of my junior swim teammates told me years ago when I was at my prime, “David, I don’t think I can beat you as you are now. But I promise you I will beat you one day, even if that means after you retire.” At the time, I dismissed it as just another snarky comment, which athletes are prone to make from time to time. But now that I’m a bit wiser than I was in high school, I find that same comment incredibly prescient. It just so happened that a few years ago, we raced each other again. Both of us had long exited the competitive arena, and he won.

In closing

Near the end of our conversation, Jeep cited something Soichiro Honda, the namesake for the Honda Motor Company, once said. “Success can be achieved only through repeated failure and introspection. In fact, success represents 1% of your work which results only from the 99% that is called failure. Many people dream of success. To me success can be achieved only through repeated failure and introspection. In fact, success represents 1% of your work which results only from the 99% that is called failure.”

She further elaborated, “For people who grew up in a society, in a culture that does not easily accept failure, I want them to know that it’s actually not a bad thing to try and hear rejection. But along the way, they have to make sure that they learn.

“It’s the same thing when I teach UC-Berkeley students. I told my brilliant graduate MBA students that there is, for me – and it’s true – there is no stupid question. If other people think your question is stupid, but at least you learn. If you learn, there’s no stupid question. Do not ask good questions, if it means you don’t learn anything.”

In a way, I’m reminded of a peculiar quote by Karl Popper, “Good tests kill flawed theories; we remain alive to guess again.” While Popper was known to be quite the contrarian thinker of his day, the same seems to hold for questions. Good questions kill flawed theories. We remain alive to learn again. After all, speaking from personal experience, I often find myself burning the midnight oil to ask the perfect question. But in the pursuit of asking the “perfect question”, I’ve forgone the adventures I would have had to arrive at the answer I thought I sought.

We learn when we fail. We learn, to one day succeed. The greatest are the greatest because they have a higher propensity to fail than the average person. As the great Winston Churchill said, “Success consists of going from failure to failure without loss of enthusiasm.”

And as Jeep said, “Winning is actually losing, but learning along the way.”


Thanks Jeep for helping with earlier draft edits!


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How to Build Your Investor Pipeline Without a Network

One of the most common questions I get from first-time founders, as well as those outside the Bay Area, is: “Who is/How do I find the best investor for our startup?” Often underscored by circumstances of:

  • Raising their first round of funding
  • Finding the best angel investors
  • Doesn’t have a network in the Bay Area or with investors

While I try to be as helpful as I can in providing names and introductions, more often than not, I don’t know. I usually don’t know who’s the best final denominator, but I do know where and how to start. In other words, how to build a network, when you don’t think you have one. I emphasize “think” because the world is so connected these days. And you’re at most a 2nd or 3rd degree connection from anyone you might wanna meet. Plus, so many early-stage investors spend time on brand-building via Medium, Quora, Twitter, Substack, podcasting, blogging, and maybe even YouTube. It’s not hard to do a quick Google search to find them.

“Googling” efficiency

While I do recommend starting your research independently first, if you really are stumped, DM me on my socials or drop me a line via this blog. Of course, this is not a blog post to tell you to just “Google it”. After all, that would be me being insensitive. Here’s how I’d start.

One of the greatest tools I picked up from my high school debate days was learning to use Google search operators. Like:

  • “[word]” – Quotes around a word or words enforces that keyword, meaning it has to exist in the search items
  • site: – Limits your search query to results with this domain
  • intitle: – Webpages with that keyword in its title
  • inurl: – URLs containing that keyword

Say you’re looking for investors. I would start with a search query of:

site: docs.google.com/spreadsheets intitle: investors

Or:

site: airtable.com inurl: investors

Feel free to refine the above searches to “angel investors” or “pre-seed funds”.

Landing and expanding your investor/advisor network

I was chatting with a friend, first-time founder, recently who’s gearing up for her fundraising frenzy leading up to Demo Day. She asked me, “Who should I be talking to?” While I could only name a few names since I wasn’t super familiar with the fashion industry, I thought my “subject-matter expert network expansion” system would be more useful. SMENE. Yes, I made that name up on the spot. If you have a better nomination, please do let me know. But I digress.

First, while you might not think you have the network you want, leverage who you know to get a beachhead into the SMEN (SME network) you want. Yes I also made up that acronym just now. But don’t just ask anyone, ask your friends who are founders, relative experts/enthusiasts, and investors. Ideally with experience/knowledge in the same/similar vertical or business model.

Second, if you feel like you don’t have those, just reach out to people who are founders, relative experts/enthusiasts, and investors. Via Twitter, Quora, LinkedIn, Clubhouse. Or maybe something more esoteric. I know Li Jin and Justin Kan are on TikTok and Garry Tan and Allie Miller are on Instagram. You’d be surprised at how far a cold email/message go. If it helps, here’s my template for doing so.

Then you ask them three questions:

  1. Who is/would your dream investor be? And two names at most.
    • Or similarly, who is the first (or top 2) people they think of when I say [insert your industry/business model]?
  2. Who, of their existing investors, if they were to build a new business tomorrow in a similar sector, is the one person who would be a “no brainer” to bring back on their cap table?
  3. Who did they pitch to that turned them down for investment, but still was very helpful?

For each of the above questions, why two names at most? Two names because any more means people are scraping their minds for “leftovers”. And there’s a huge discrepancy between the A-players in their mind and the B-players. Then you reach out/get intro’ed to those people they suggested. Ask them the exact same question at the end of the conversation (whether they invest or not). And you do it over and over again, until you find the investor with the right fit.

Photo by Andrew Ly on Unsplash


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Startup Growth Metrics that will Hocus Pocus an Investor Term Sheet

Founders often ask me what’s the best way to cold email an investor. *in my best TV announcer voice* Do you want to know the one trick to get replies for your cold email startup pitches that investors don’t want you to know? Ok, I lied. No investor ever said they don’t want founders to know this, but how else am I going to get a clickbait-y question? Time and time again, I recommend them to start with the one (at most two) metrics they are slaying with. Even better if that’s in the subject line. Like “Consumer social startup with 50% MoM Growth”. Or “Bottom-up SaaS startup with 125% NDR”. Before you even intro what your startup does, start with the metric that’ll light up an investor’s eyes.

Why? It’s a sales game. The goal of a cold email is to get that first meeting. Investors get hundreds of emails a week. And if you imagine their inbox is the shelf at the airport bookstore, your goal is to be that book on display. Travelers only spend minutes in the store before they have to go to their departure gate. Similarly, investors scroll through their inbox looking for that book with the cover art that fascinates them. The more well-known the investor, the less time they will spend skimming. And if you ask any investor what’s the number one thing they look for in an investment, 9 out of 10 VCs will say traction, traction, traction. So if you have it, make it easy for them to find.

That said, in terms of traction, most likely around the A, what growth metrics would be the attention grabber in that subject line?

Strictly annual growth

A while back, my friend, Christen of TikTok fame, sent me this tweetstorm by Sam Parr, founder of one of my favorite newsletters out there, The Hustle. In it, he shares five lessons on how to be a great angel investor from Andrew Chen, one of the greatest thought leaders on growth. Two lessons in particular stand out:

And…

Why 3x? If you’re growing fast in the beginning, you’re more likely to continue growing later on. Making you very attractive to investors’ eyes – be it angels, VCs, growth and onwards. Neeraj Agrawal of Battery Ventures calls it the T2D3 rule. Admittedly, it’s not R2-D2’s cousin. Rather, once your get to $2M ARR (annual recurring revenue), if you triple your revenue each year 2 years in a row, then double every year the next 3 years, you’ll get to $100M ARR and an IPO. More specifically, you go from 2 to 6, then 18, 36, 72, and finally $144M ARR. More or less that puts you in the billion dollar valuation, aka unicorn status. And if you so choose, an IPO is in your toolkit.

image001
Source: Neeraj Agrawal’s analysis on public SaaS companies that follow the T2D3 path

For context, tripling annually is about a 10% MoM (month-over-month) growth rate. And depending on your business, it doesn’t have to be revenue. It could be users if you’re a social app. Or GMV if you’re a marketplace for goods. As you hit scale, the SaaS Rule of 40 is a nice rule of thumb to go by. An approach often used by growth investors and private equity, where, ideally, your annual growth rate plus your profit margin is equal to or greater than 40%. And at the minimum, your growth rate is over 30%.

For viral growth, many consumer and marketplace startups have defaulted to influencer marketing, on top of Google/FB ads. And if that’s what you’re doing as well, Facebook’s Brand Collabs Manager might help you get started, which I found via my buddy Nate’s weekly marketing newsletter. Free, and helps you identify which influencers you should be working with.

But what if you haven’t gotten to $2M ARR? Or you’ve just gotten there, what other metrics should you prepare in your data room?

Continue reading “Startup Growth Metrics that will Hocus Pocus an Investor Term Sheet”

#unfiltered #46 Soon May the Investor Fund

Not long ago, there was this massive TikTok craze on sea shanties. And while I don’t have a TikTok account, the ripple effects have reached me as well. What started as a shower thought after a founder recommended I gamify my advice to founders fundraising, well… turned into this. To the tune of Soon May the Wellerman Come:

There once was a team that put to sea
The name of that team was Friends ‘N Me
The winds blew hard, but growth tipped up
O’, burn that midnight oil (huh)

Soon may the investor fund
To bring us money and help and some
One day, when the term sheet’s done
We’ll take the dough to grow

She had not been two years from start
When push became the pull we sought
The founder called all hands and wrought
The product to scale now (huh)

Soon may the investor fund
To bring us money and help and some
One day, when the term sheet’s done
We’ll take the dough to grow

The servers’ now a right real mess
We had to call the AWS
They had us pay for more bandwidth
But that’s okay with us (huh)

Soon may the investor fund
To bring us money and help and some
One day, when the term sheet’s done
We’ll take the dough to grow

We’ve tripled our growth last year, oh yus
With dollar retention as one cause
When we were asked what it was
We said ’twas one twenty (huh)

Soon may the investor fund
To bring us money and help and some
One day, when the term sheet’s done
We’ll take the dough to grow

We’ve ten cust’mers that five of which
Are referenceable you’ll find on pitch
That one of which is kinda rich
They’re paying hundy K (huh)

Soon may the investor fund
To bring us money and help and some
One day, when the term sheet’s done
We’ll take the dough to grow

Photo by Katherine McCormack on Unsplash


#unfiltered is a series where I share my raw thoughts and unfiltered commentary about anything and everything. It’s not designed to go down smoothly like the best cup of cappuccino you’ve ever had (although here‘s where I found mine), more like the lonely coffee bean still struggling to find its identity (which also may one day find its way into a more thesis-driven blogpost). Who knows? The possibilities are endless.


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Think like an LP to Get a Job in VC

I want to preface this piece by first saying, though I have LP (limited partner) friends, I’ve never been an LP. So take everything with a grain of salt. For that matter, even I have been an LP, still take this with a grain of salt. After all it’s just my one perspective on the world. Nevertheless, I hope this perspective helps to provide some context around the venture space. As it did for me.

For years, I’ve recommended my friends who were looking at startup job opportunities to think like a VC. And having chatted a number of firms over the years about scout, associate/analyst, venture partner roles, I’ve come to a new revelation. Or rather one that I’ve practiced for a while, but haven’t connected the dots until recently.

When you’re looking for VC job opportunities, think like an LP. I’ve written about the LP calculus a few times before, like:

Here are some questions I usually consider:

  • How have you thought about your own differentiation that gets you access to some of the uniquely fund-defining opportunities you have?
  • What are the startups in your anti-portfolio? And what have you learned since from them?
  • [if their funds are wildly different in fund size (i.e. Fund I – $20M, Fund II – $100M)] How do you think about fund strategy now versus Fund [t_now-1]?
    • For context, usually each subsequent fund doubles in size. i.e. Fund I $20M, Fund II $40-50M, Fund III $80-100M
  • [If they have fund advisors, EIRs, and/or scouts] How do you pick advisors? What is your mental model for picking scouts?
    • Or one of my favorite phrasings: How do you differentiate the good from the great [advisors/scouts]?

Over the weekend, my friend sent me a great podcast for me to unwind. In it, I found an unlikely hero soundbite. “Your library holds a lot of value that you may not know until the story arrives. […] No one’s selling characters ’cause they’re one story away from this character becoming a hit.” While its context is related to why Marvel won’t sell any of its superheroes, Alex Segura‘s, co-president of Archie Comic Publications, anecdote proves just as insightful to the world of venture.

Discovering first-time early-stage founders is hard. The same is true for finding the next killer GP or venture firm. AngelList’s Rolling Funds are democratizing access to capital, lowering the barrier to entry for emerging fund managers. And really the success of a fund is determined by its MOIC – multiple on invested capital. 5x and up would be ideal. And that, like I mentioned in my last blogpost, boils down to the fund’s top one or two winners. Loosely analogized to a fund’s unicorn rate (percent of portfolio that are unicorns). In other words, the “one [investment] away from this [fund] becoming a hit.”

To see if a fund can consistently find those stories boils down to its systems. Often times, you’re joining a fund that has yet to have a runaway success. Or a fund that has a fund returner. So, instead, you’re looking at their thesis and if their thesis allows them to be:

  1. The best dollar on the cap table of a startup in their scope
  2. Forward-thinking enough to see where the market is heading, rather than where it’s been
    • And by definition of being forward-thinking, taking bets/risks that few other VCs would, yet calculated enough to make logical sense given the trajectory of the market. In other words, is the thesis grounded on first principles, yet able to capture their second-order effects?
    • That, in turn, requires you as a VC applicant to have decent literacy in the market the firm is betting in.

As James Clear, author of Atomic Habits, wrote, “You do not rise to the level of your goals. You fall to the level of your systems.” What are their mental models? Fund strategy? How do they think about portfolio construction? About capital allocation? And more importantly, time allocation?

If you’re looking to learn more about GP-LP dynamics, I highly recommend Samir Kaji’s Venture Unlocked podcast and Notation Capital’s Origins podcast.

Photo by Micheile Henderson on Unsplash


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Why Should the Investor NPS Score Exist?

I’ve written about product-market fit on numerous occasions including in the context of metrics, pricing, PMF mindsets, just to name a few. And one of the leading ways to measure PMF is still NPS – the net promoter score. The question: On a scale of one to ten, how likely would you recommend this product to a friend?

As investors, while a lagging indicator, it’s a metric we expect founders to have their finger always on the pulse for their customers. Yet how often do investors measure their own NPS? How likely would you, the founder, recommend this fund/firm/partner(s) to your founder friend(s)?

Let’s look for a second from the investor side of the table…

Mike Maples Jr. of Floodgate pioneered the saying, “Your fund size is your strategy.” Your fund size determines your check size and what’s the minimum you need to return. For example, if you have a $10M pre-seed fund, you might be writing 20 $250K checks and have a 1:1 reserve ratio (aka 50% of your funds are for follow-on investments, like exercising your pro rata or round extensions). Equally so, to have a great multiple on invested capital (MOIC) of 5x, you need to return $50M. So if you have a 10% ownership target, you’re investing in companies valued around $2.5M. If two of your companies exit at $200M acquisition, you return $20M each, effectively quadrupling your fund. You only need a couple more exits to make that 5x for your LPs. And that’s discounting dilution.

On the flip side, if you have a $100M fund with a $2-3M check size and a 20% ownership target, you’re investing in $10-15M companies. Let’s say your shares dilute down to 10% by the time of a company’s exit. If they exit at unicorn status, aka $1B, you’ve only returned your fund. Nothing more, nothing less. Meaning you’ll have to chase either bigger exits, or more unicorns. But that’s hard to do. Even one of the best in the industry, Sequoia, has around a 5% unicorn rate. Or in other words, of every 20 companies Sequoia invests in, one is a unicorn. And that means they have really good deal flow. Y Combinator and SV Angel, who have a different fund strategy from Sequoia, sitting upstream, have around 1%.

Erik Torenberg of Village Global further elaborated in a tweet:

And, Jason M. Lemkin of SaaStr tweeted:

Why does a VC’s fund strategy matter to you as the founder?

A fund with a heavily diversified portfolio, like an angel’s or accelerator’s or participating investors (as opposed to leads), means they have less time and resources to allocate to each portfolio startup. The greater the portfolio size, the less help on average each startup team will get. That’s not to say you shouldn’t seek funding from funds with large AUMs (assets under management). One example is if you have an extremely passionate champion of your space/product at these large funds, I’d go with it.

I wrote late last year about founder-investor fit. And in it, I talk about Harry Hurst‘s check-size-to-helpfulness ratio (CS:H). In this ratio, you’re trying to maximize for helpfulness. Ideally, if the fund writes you a $1M check, they’re adding in $10M+ in additive value. And based on a fund’s strategy (i.e. lead investors vs not, $250K or $5M checks, scout programs or solo capitalist + advisory networks, etc.), it’ll determine how helpful they can be to you at the stage you need them.

If you were to plan out your next 18-24 months, take your top three priorities. And specifically, find investors that can help you address those. For example, if you’re looking for intros to potential companies in your sales pipeline and all a VC has to do is send a warm intro to their network/portfolio for you, bigger funds might be more useful. On the other hand, if you’re struggling to find a revenue model for your business, and you need more help than one-offs and quarterly board meetings, I’d look to work with an investor with a smaller portfolio or a solo capitalist. If you’re creating a brand new market, find someone with deep operating experience and domain expertise (even if it’s in an adjacent market), rather than a generalist fund.

While there’s no one-size-fits-all and there are exceptions, here are two ways I think about helpfulness, in other words, value adds:

  1. The uncommon – Differentiators
  2. The common – What everybody else is doing

The uncommon

Of course, this might be the more obvious of the pair. But you’d be surprised at how many founders overlook this when they’re actually fundraising. You want to work with investors that have key differentiators that you need at that stage of your company. By nature of being uncommon, there are million out there. But here are a few examples I’ve seen over the years:

  • Ability to build communities having built large followings
  • Content creation + following (i.e. blog, podcast, Clubhouse, etc.)
  • Getting in’s to top executives at Fortune 500 companies
  • Closing government contracts
  • Access/domain expertise on international markets
  • In-house production teams
  • They know how to hustle (i.e. Didn’t have a traditional path to VC, yet have some of the biggest and best LPs out there in their fund)
  • Ability to get you on the front page of NY Times, WSJ, or TechCrunch
  • Strong network of top executives looking for new opportunities (i.e. EIRs, XIRs)
  • Influencer network
  • Category leaders/definers (i.e. Li Jin on the passion economy, Ryan Hoover on communities)
  • Having all accelerator portfolio founder live under the same roof for the duration of the program (i.e. Wefunder’s XX Fund pre-pandemic)
  • Surprisingly, not as common as I thought, VCs that pick up your call “after hours”

The common

Packy McCormick, who writes this amazing blog called Not Boring, wrote in one of his pieces, “Here’s the hard thing about easy things: if everyone can do something, there’s no advantage to doing it, but you still have to do it anyway just to keep up.” Although Packy said it in context to founders, I believe the same is true for VCs. Which is probably why we’ve seen this proliferation of VCs claiming to be “founder-friendly” or “founder-first” in the past half decade. While it used to be a differentiator, it no longer is. Other things include:

  • Money, maybe follow-on investments
  • Access to the VC’s network (i.e. potential customers, advisors, etc.)
  • Access to the partner(s) experience
  • Intros to downstream investors

That said, if an investor is trying to cover all their bases, that is a strategy not to lose rather than a strategy to win, to quote the conversation I had with angel investor Alex Sok recently. As long as it doesn’t come at the expense of their key differentiator. At the same time, it’s important to understand that most VCs will not allocate the same time and energy to every founder in their portfolio. If they are, well, it might be worth reconsidering working with them. It’s great if you’re not a rock-star unicorn. Means you still get the attention and help that you might want. But if you are off to the races and looking to scale and build fast, you won’t get any more help and attention that you’re ‘prescribed’. If you’re winning, you probably want your investor to double down on you.

Even if you’re not, the best investors will still be around to be as helpful as they can, just in more limited spans of time.

Finding investor NPS

You can find CS:H, or investor NPS, out in a couple of ways:

  • The investors are already adding value to you and your company before investing. Uncommon, but it really gives you a good idea on their value.
  • You find out by asking portfolio founders during your diligence.
  • Your founder friends are highly recommending said investor to you.

Then there’s probably the best form of validation. I’ve shared this before, but I still think it’s one of the best indicators of investor NPS. Blake Robbins once quoted Brett deMarrais of Ludlow Ventures, “There is no greater compliment, as a VC, than when a founder you passed on — still sends you deal-flow and introductions.”

In closing

How likely would you, the founder, recommend this fund/firm/partner(s) to your founder friend(s)?” is a great question to consider when fundraising. But I want to take it a step further. NPS is usually measured on a one to ten scale. But the numbering mechanic is rather nebulous. For instance, an 8/10 on my scale may not equal an 8/10 on your scale. So your net promoter score is more so a guesstimate of the true score. While any surveying question is more or less a guesstimate, I believe this question is more actionable than the above:

If you were to start a new company tomorrow, would you still want this investor on your cap table?

With three options:

  • No
  • Yes
  • It’s a no-brainer.

And if you get two or more “no-brainers”, particularly from (ex-)portfolio startups that fizzled off into obscurity, I’d be pretty excited to work with that investor.

Photo by Laurice Manaligod on Unsplash


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