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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We’re More Similar Than You Think: The Founder and the Funder

Last weekend, I tuned into Samir Kaji’s recent episode with LPs (limited partners). Not once, but twice. And as you might’ve guessed, was damn inspired by their conversation. The more I listened to it, the more synonymous the paths of a founder and an emerging manager (EM) seemed to be. Or what I call the entrepreneur and the entrepreneurial VC. If you’re a regular here, you’ll know I love writing about the intellectual horsepower of both sides of the table. But in this post, rather than delineating the two, I’d love to share how similar founders and funders actually are.

Surprises suck, but pivots are okay

On Samir’s podcast, Guy Perelmuter of GRIDS Capital voiced: “There’s only one thing that LPs hate more than losing money. It’s surprises.”

Be transparent. Be clear on your expectations, and steer clear of left hooks. As a fund, something I’ve heard a number of GPs and LPs say is don’t deviate on your thesis. LPs invest in you for your strategy. But as soon as you deviate from that initial strategy, you become increasingly unpredictable.

Take, for example, you go to a steakhouse and order steak. But they serve you sushi instead. If it’s not good sushi, obviously you’re not coming back. Not only did they surprise you, but it was also a poorly executed one. This goes in the column of one-star Yelp reviews.

But, say it was great sushi. You had one great dining experience and you’re a happy customer. Some time in the future, you think of getting sushi again. And you remember what a great experience you had at the steakhouse. So you go back to the steakhouse, only to realize it was a fluke and the sushi wasn’t like the last time you’ve had it. Your inability to replicate surprises scares LPs, which limits your ability to raise a subsequent fund.

Nevertheless, these days markets are changing quickly. And sometimes your initial thesis may not serve you as well in today’s market as it did yesterday. As John Maynard Keynes, father of Keynesian economics, once said, “When the facts change, I change my mind.” But, if you do need to deviate, communicate it clearly, formulate a new strategy, and preemptively tell your LPs. Then at that point, it’s no longer a surprise, but a strategy. Great examples include:

  • Accelerators making discovery checks part of their core business
    • Note: LPs historically dislike GPs (general partners) writing discovery checks because they’re:
      1. Not investing via their fund strategy (i.e. typically ad hoc),
      2. Require less diligence and therefore less conviction,
      3. Send negative signals to other investors if the GP doesn’t do a follow-on check at the next round, and
      4. Because of (2) and (3) are usually cash sinks.
  • The On Deck Accelerator (ODX) – Backing founders at the earliest stages (i.e. pre-product, pre-revenue) as long as they have deep conviction in their own business.
  • The recent announcement of The Sequoia Fund – a systematic and predictable strategy to invest in not just startups, but venture funds backing incredible founders as well.

The same holds for founders. Don’t get me wrong. Startups pivot. And they should. Mike Maples Jr., founder of one of the best performing seed stage venture firms, recently shared: “Most investors are going to look at what the company does and evaluate the business for what it is, but 90% of our exit profits have come from pivots.” And just like fund managers, clearly convey why, how, and what you’re pivoting to to your shareholders. It’s always better to preempt these conversations than leave these as surprises. Often times, you’ll find your investors, having seen as many pivots as they have and knowing that is the name of the game, can offer you much more feedback and insight than you imagined for your pivot.

Optimize for the “Oh shit! moment*

In every conversation, your goal should just be to teach your investors something. An earned secret. A unique insight. What do you know that other people don’t, overlook, or underestimate? What do you know that other people would find it very hard to learn organically? This is especially true for consensus ideas – or obvious ideas. The best obvious products may seem obvious at first glance, but usually have non-obvious insights to back them up.

If you’re a fund, what is your insight – your access point – that’ll win you an asymmetric upside?

I’ve talked to too many founders and EMs that claim to be experts with X years of experience in a particular field. Yet after 30 minutes, I realized I learned nothing from them. I realize that for half an hour straight I ended up with a prep book full of buzzwords and vague jargon that would rival the SAT vocab section. But let’s be real. The SAT doesn’t get me excited to want to retake the test.

The best founders and funders out there are able to break down deep, technical, esoteric, and sometimes crazy concepts into simple bitesize ideas. The equivalent of taking the whole universe and simplifying it to its origin. A single point. The Big Bang.

I’ve also realized over the years that the world’s smartest teachers – and when you’re trying to convince people to join you in a non-obvious vision, you are teaching – lead with analogies. And the best analogies lead investors to that “Oh Shit! moment.”

COVID made capital cheaper

Equally true for startups and funds. Capital is digital. If you think about capital in the frame of investor acquisition cost, you no longer have to travel to your investors to pitch to them. This means you can take far more meetings than before. Less travel and more meetings mean your investor acquisition cost goes down.

Founders no longer have to book a week to Sand Hill Road or South Park to have introductory conversations with investors. Only to have 80-90% turn down a second conversation. This becomes even more costly the earlier you are in your startup journey. You have to have a lot more first conversations as a pre-seed founder than you do as a founder raising an A. At the same time, you have many more options for raising capital today: accelerators, syndicates, equity crowdfunding, and roll-up vehicles (RUVs). While it’s not that these resources didn’t exist before COVID, the pandemic made it much more apparent that VC money didn’t have to be the only way to raise capital. And that you can also leverage speed and your community to help you grow.

Similarly, EMs no longer have to travel across the states to talk to institutional capital. Even more so, as an EM, you’re most likely raising from individual investors. Raising a rolling fund or a 506c lets you generally solicit investments, where you couldn’t with a 506b. Subsequently, Twitter and having a community became your superpower. Mac at Rarebreed, Packy’s Not Boring Fund I, and Harry at 20VC all raised during the time of COVID, leveraging the power of their following and community to do so.

Keep it simple

“There’s no favorable wind for the sailor who doesn’t know where to go.” – Seneca

Two Saturdays ago, I caught up with my ridiculously smart engineer friend from college – “Fred”. We were reminiscing about the “good ol’ days” when we first started punching above our weight class. Particularly in regards to cold outreaches to individuals we really admired. While I was an operator at two startups that shaped my entrepreneurial career, I spent many a night struggling on how to best position our products in the market. Many hours of copy and rephrasing and reframing. In both we were competing against the existing saturation of information and solutions on the market. How do we tell our customers and investors the reason we’re awesome is because of A and B and C, and also D?

Most people, friends, customers, and investors didn’t understand the value we thought we were obviously conveying. And subsequently, we were rejected more often than I would have liked to admit. In the early days, we didn’t lose on price nor on quality, but on brand and messaging. And while we thought and strove to prove we were better in areas that mattered, both startups eventually ended up having exceedingly simple one-liners.

On the other hand, “Fred” was working on something related to liquid fuel and cold fires. Something extremely technical. But he was able to win proportionally more yes’s than I was able to. When I asked him how, he said it was simple. “We’re putting a rocket into space. That’s it. And that’s really exciting.”

I made something extraordinarily simple into something extraordinarily complex. In all honesty, I sounded really, really smart. And I felt like I was the shit. Except no one else did. “Fred” took something extraordinarily complex and made it extraordinarily simple. He didn’t sound as smart. But celebrities, sponsors, companies – people just got it.

The true value of a product is usually exceedingly simple. The fallacy of including a Rolodex of esoteric jargon comes in two-fold. Either you’re trying to sound smarter than you actually are. Or you’re trying to cram too many things in too little space. As economist Herbert A. Simon said, “A wealth of information creates of poverty of attention.”

In closing

Whether you’re an entrepreneur or an emerging manager, you’re swinging for the fences. I was chatting with an investor yesterday who had an incredible analogy. “It’s like a pinball machine. The ball goes up, and you never know how it’ll fall down. You don’t know how many bounce pads and flippers it will hit. You don’t know how many points you’re going to get. But no matter how many points you’ll get, the ball has to go up first.” Similarly, whether you start a company or a fund, you have to step up to the plate to bat. You don’t know what the upside will be. You don’t know if you’re going to return your investors 2x, 5x or a 100x.

You’re taking an asymmetric bet on the compelling future you bring. Your valuation as a startup is not how much your startups is worth, which is why the 409a valuation is always different from the valuation your investors set for you. Your valuation is a bet your investors made that you will be as big as the major players in the market. If you’re valued at $10M today, your investors are saying you are 10 in 1000, or a 1% chance, to be a unicorn. And a 0.1% chance to be a decacorn.

Valuations might seem crazy today. VC firms are also raising larger and larger funds, which lead many to be skeptical on their ability to return capital. In fairness, most funds will return a modest 2-3x over their lifetime, if at all. Most startups are and will be overvalued. On the same token, the best ones, despite their crazy price, are still undervalued. Imagine if you were an investor who could invest in Facebook’s then-unicorn valuation. You’d have made a lot of money. But we’re in an optimistic market.

At the end of the day, both parties are just managing someone else’s capital. And as such, through a fiduciary responsibility, in that regard, both are cut from the same cloth.

Photo by Luke Leung on Unsplash


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