How to Develop Intuition as a Rookie Startup Investor

intuition, how to develop intuition

In the month before I started this blog in 2019, I had written 20 odd blogposts as a safety net in case I ran out of ideas in my weekly cadence. Most of which never had the chance to stand in the limelight, including my first one on intuition. Particularly, my one on intuition. Over the years, I’ve honed my own “intuition” – if I may be bold enough to call it that – on vetting startups. My intuition today is very different beast from my intuition 2.5 years back. This essay is a product of such constantly evolving self-discovery.

The spark of my intuition

When I first started my career in VC at Berkeley’s SkyDeck, I reached out to about 70-80 investors for a coffee chat, in which I posed one of my now favorite questions. What is the difference between a good and a great VC? Unsurprisingly, but frustratingly enough, most of the answers came in the form of “intuition.” Or its cousin, “pattern recognition.”

To me, who was still so new to venture, that was the best and worst non-answer I could get. Yet despite knowing that there was truth in their answer, I was still directionless. It wasn’t until an afternoon walk through San Francisco’s South Park with a very generous, but curt gentleman who carried quite the luggage beneath both of his eyes that I got the answer I wasn’t looking for.

“See a shitload of startups. When you see 10, pick your top 2. Then see 100, pick your top 2. Then see 1000, and again, pick your top 2. You’re going to notice that your podium will look quite different the more founders you meet with and the more startups you see.”

Recently, Plexo‘s Lo Toney told our fellows at DECODE the exact same thing:

And so, in hopes to guide someone in my shoes when I first started, here’s how I think about building intuition. Of course, I am a human and will always be a work in progress. It’s likely that next year I will see things differently than I see them today. Nevertheless this essay is a record of my thoughts today in early 2022.

Where to find a “shitload” of startups

There are multiple avenues these days for deal flow, including, but not limited to:

When I first jumped into venture, I used to ask my friends who I knew were early adopters (a product of going to a school in the Bay Area, like Berkeley) of products to recommend me 3-5 startups/products every other week. When they did, I would treat them out to boba. And if they introduced me to the founders for those products that I’d be excited to talk to, I’d treat my friends out to a small meal – around $10-15. At the same time, at SkyDeck, I tried to sit in on as many meetings as I could, particularly the ones around deal evaluation at the beginning of every cohort.

While I do recommend all of the above, the best training grounds for developing intuition is when you talk to founders yourself.

The five senses

Google defines intuition as “the ability to understand something immediately, without the need for conscious reasoning.”

Source: Google

So, by definition, intuition is subconscious – built upon the brain’s natural ability to recognize patterns. An apt synonym, according to the trillion-plus dollar company… “sixth sense.” A sixth sense birthed from the intense neural processing of the five other senses. So, it was only logical for me to understand the sixth sense by first fully comprehending my five others. That said, I use the five-sense nomenclature loosely, but it nevertheless has become my guiding framework for venture decisions over the years.

Smell

I invested based on my sense of smell.” These are the very words Softbank’s Masayoshi Son shared about his early investment in Alibaba. And he said the same about his investment into Yahoo! In fairness, his words make for good PR. And may just seem like smokes and mirrors. But for Son to have chosen Jack Ma out of the 20 prospective Chinese entrepreneurs he met with to invest in, he must be onto something.

There are two ways to develop an acute sense of smell as an investor, which you can develop in tandem.

  1. Spending a lot of time looking into the market
  2. Talking to many founders

On the former, we’ve been seeing a number of funds incubate their own startup ideas as a result of investors becoming deep subject-matter experts, but are discontent with the current ideas or teams on the market right now. Two examples include General Catalyst and Founders Fund. Draw market maps. Write research reports. Follow the experts on socials or on their blogs. Even better, talk to them as well. As a general warning, it’s hard being a generalist here. I would pick a few industries and/or functions you’re excited about or knowledgeable in already. Go deep before you go wide.

A few questions that have served me well include:

  1. What kind of inflection points are we at in the market? In what areas have headwinds become tailwinds?
  2. What are the technological, political, and/or socio-economic trends to be aware of right now? And where do these trends set up the world tomorrow to be?
    • I really encourage investors here to dream a little bit. To envision a world given these trends in which you’d be excited to have future generations live in.

On the latter, while Masayoshi talked to only 20, you can assume you he went through at least ten times that number of decks and business ideas. There’s no better practice than being in the field. Assuming you’ve taken step one (i.e. researching the market), one of the best litmus tests I’ve used to gauge a founder is their ability to riff on adjacent subjects to the business with me. Are they capable of going on tangents that really demonstrate domain expertise? Or are they caught up in the myopia of just their business?

Taste

There’s two kinds of tastes in which I look for, almost subconsciously, now.

  1. Have they tasted excellence?
  2. Have they tasted blood?

On excellence, many investors out there look for prior success in the field. For instance, previously founder of a unicorn exit, early employee or key executive at a now-successful company, or former big-time investor. Admittedly, there are only a small handful of these individuals out there. But I knew in my early days of scouting, I was at a massive disadvantage here for two major reasons.

  1. I didn’t have strong connections with most of this subset of the entrepreneurial market.
  2. This was also a founder persona I didn’t have unique insight to. In fact, it was general consensus to always take first meetings with these individuals in the venture industry. And as I learned early in my venture career, you make money either if you’re right on consensus or right on non-consensus. The latter of which is counted in multiples instead of percentages, which I’ve written about here and here.

In knowing so, I look for excellence, period. Have they tasted earned glory in any discipline? Do they know what it’s like to succeed in their field? And do they know what it takes to get there? On the flip side, do they know how hard it was to get there?

On the other hand, for blood, I want to know a founder’s propensity for conflict resolution. When was the last time they fundamentally disagreed with their co-founders? And how did they resolve it? Conflicts are inevitable. They’re bound to arise when you’re putting so much at stake for a common goal. I care less about the fact that they do come up, but more about that when they do, the team doesn’t just fall apart.

Every once in a while, I might disagree with the founder as well. And hear I look for the founder’s knee-jerk reaction and their ability to engage in thoughtful discussion. That does not mean they cannot disagree. Neither am I looking for another yes-person. But are they capable of helping me, and themselves, explore new horizons? Are they open-minded enough to entertain new possibilities, but still hold a remarkable level of focus to their 12-month horizon?

Touch

How high-touch or low-touch is this business? How much legwork does an investor need to do for this business to 10x its KPIs (within the next 12 months)?

For me, during my first meeting with the founder, ideally before, I try to answer two very simple questions:

  1. What is the biggest risk of this business?
  2. And is the person who can solve this risk on the team slide/in the room?

99% of the time, the person who can solve the biggest risk of the business has to be in the room. For instance, if it’s a machine-learning (ML) product, it’s a technical risk. So at least one of the co-founders must be a technical genius, not three MBAs. If it’s a B2B SaaS product, it’s a distribution risk. Meaning someone on the team must have deep connections to key decision makers to their target customers. In the early days, that’s really just at least one to two big-name customers. And ten other referenceable businesses. The second biggest risk is sales, and that I count on the founders’ ability to hustle.

1% of the time, and this is probably an exaggeration, you just have to really believe in the founder AND the product or market.

Hearing

Do founders spend more time talking, or more importantly, listening to their customers than they do in Rapunzel’s tower?

While I don’t ask all of them (since we’re guaranteed to run out of time before we run out of topics), here are the questions I consider when assessing how boots-on-the-ground a founder is:

What are customers saying about their product? The good? And the bad?

How did they acquire their first users/customers outside of their existing first degree network? Where from? What messaging do they use?

What is their customer win rate? In knowing so, what worked and what didn’t? At what point in the onboarding process do customers churn? What are their assumptions for why churn happens?

Do they know the numbers of their business (and ideally the market) like the back of their hand? For numbers of the market, are they able to recall the sources of most important numbers? For product metrics, how well do they know the main ones, like engagement, churn, monthly growth rates (over the past 3 months), net retention, and so on? Every so often, there’s a number or two, the founders are not aware of. And it’s fine. The test is once they realize their blind spot, how quickly do they move to patch it up? Subsequently, report back to me about their updated data measurements.

Of course, my job is not to distract founders. And I really try my best not to, so I don’t ask they measure superfluous metrics, unless I really do believe they’re crucial to the business.

Because I usually talk with founders who are pre-product-market fit, I usually lead with the question, “what does product-market fit look like to you?” Are they able to arrive at an actionable and measurable metric to optimize for? And can they back up why that metric is a good proxy for product-market fit?

(In)Sight

Can this founder teach me something new? Something that I never thought of or heard before, but makes complete sense. Is it a preposterous idea but backed by logic? Or does the founder have an original (and money-making) angle to what is already unoriginal? As an investor, especially as you see more startup ideas, the latter question is likely to surface more than the former.

Once the original insight is uncovered, it is then up to me to figure out the potential energy of the insight. How far can this insight take this team? Is it likely that this insight will uncover more insights down the road?

As an investor, you want to be right on the insight and team, not one or the other. Mike Maples Jr. articulates it best when he said, “We realize, oh no, this team doesn’t have the stuff to bend the arc of the present to that different future. Because I like to say, it’s not enough. […] I’d say that’s the first mistake we’ve made is we were right about the insight, but we were wrong about the team.”

“I’d say the reverse mistake we’ve made is the team just seems awesome, and we just can’t look past the fact that they didn’t articulate good inflections, and they can’t articulate a radically different future. They end up executing to a local maximum, and we have an okay, but not great outcome.”

In closing

Seedscout’s Mat Sherman wrote a great Twitter thread last month to help founders who are outsiders raise venture funding.

The fact of the matter is that despite the venture industry being a rather well-connected circle of individuals and firms, most entrepreneurs – both currently and aspiring – are outsiders. If you can’t hit up a close friend to write you a couple million dollars, you’re an outsider. This essay, while written for new investors, hopefully, is equally useful as a guide for founders looking for some insight as to how investors think. Or at the very minimum, how I think.

Photo by Liam Shaw on Unsplash


Any thoughts here are mine and mine alone. They are for informational and entertainment purposes only. None of this is legal or investment advice. Please do your own diligence before investing in startups and consult your own adviser before making any investments.


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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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