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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.

Stay up to date with the weekly cup of cognitive adventures inside venture capital and startups, as well as cataloging the history of tomorrow through the bookmarks of yesterday!

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Why You Should Hire For Expertise, Not Experience

looking forward, sailing

I recently read Fable‘s Padmasree Warrior‘s breakdown of leadership lessons. Prior to Fable, she held executive positions at Motorola, Cisco, and NIO and currently serves on Microsoft and Spotify’s board. Out of all the insights she shared, I couldn’t help but reach out on one intriguing point she brought up: “Hire for expertise, not experience.”

Expertise ≠ Experience

Before reading the blogpost on her, I had never thought of expertise and experience as two separate wheelhouses of knowledge. While there is definitely some overlap, as Holly Liu, founder of Kabam, says:

Expertise and experience are similar, but not the same. It is to no surprise most people often conflate the two, myself included. Experience is a record of past events. Expertise is your ability to leverage experience to positively influence the outcome of future events.

I’m reminded of something Henry Ford once said. “If I had asked people what they wanted, they would have said faster horses.” Experience would have dictated faster horses. Expertise would have dictated why we once chose horses over other modes of transportation. And the framework to think about transportation in the next century.

Hiring for expertise

When I asked Padma, “What kinds of questions do you ask potential hires to measure on expertise rather than experience?”

She responded: “I usually as ‘if X happened what would you do?’ ‘If there is nothing here… how would you start a product?'”

I followed up with a David classic: “If I can be completely selfish one more time, and I understand if you don’t have the time, for the question, ‘if there is nothing here, how would you start a product?’ or similar ones, what differentiates between a good answer and a great answer?”

Padma added: “If someone says ‘I did this at such and such’ – wrong answer. I look for ‘I would start with … then do… then grow’.”

Everyone’s guilty of a bit of revisionist’s history when looking in hindsight. It’s in our DNA. We are the only species that create narratives from seemingly disparate data points. After talking with multiple recruiters, executives, and CEOs on the topic, I realized there is often a tendency for people connect their past achievements together and sound like they knew exactly what they were doing all along. But in foresight, that often isn’t true. There’s a lot of guesswork and uncertainty when looking through the windshield, compared to images that often seem closer in the rearview mirror.

To follow up on Padma’s thoughts, I had to ask my former professor, Janet Brady, the former Head of Marketing and Head of Human Resources for Clorox, about hiring for expertise. “I’m a big fan of situational interviewing, where I ask ‘What would you do if…?’ In the process, I am looking for (a) how would this come up, and (b) how would they approach the problem. It’s easy to make the puzzle pieces fit and make up narratives in the past, but much harder when given a situation to deal with on the spot.”

As with any matter, things are not as binary as they first seem to be. She concedes that there is validity in asking about experience as well. But the context around experience is often more insightful than the experience itself. Brady shared, “You never do something alone. If you see a turtle on top of a fence post, you don’t know how it got there, but you know it had help.” How many people were on your team? What was your role on the team? What problems did you run into? And how did you deal with those problems?

But one of her interview questions in particular stood above the crowd for me. “What did you do in this role that no one else in this role has done?” While past achievements aren’t always predictors of future progress, in this case, what you’re looking for aren’t anecdotes but general themes in life, specifically, the ability to question the status quo and act on it.

Echoing Brady’s questions on problems a hire has faced, what might be more interesting is what didn’t work out in the past. The scar tissue someone’s accumulated over the years. Marco Zappacosta of Thumbtack loves the question: “What’s your biggest professional regret?”. And he elaborates, “I’m under no illusions that I’m hiring perfect people, but I want to make sure I’m hiring people who are self-aware of being imperfect.”

Put into practice

SaaStr’s Jason Lemkin shared a great example in his blogpost. How the expertise of VPs of Marketing differ depending on what stage of a company’s maturity they earned their stripes. A corporate marketer’s experience might translate poorly to running marketing at a startup. Equally so, a seed-stage startup marketer’s job might carry much less significance in a Fortune 500 role.

Corporates focus on corporate marketing and brand marketing. A form of marketing that’s “all about protecting and reinforcing the brand once you are way past scale.” It’s less about getting your brand recognized since customers have already heard of your brand. It’s about getting potential customers over the activation energy required before making a buying decision. As Jason puts it, “the brand creates so many leads and customers all on its own.”

Startups, on the other hand, are all about demand generation. In other words, generating leads. It’s a numbers game. Spend X dollars to get Y leads, that generate five times of $X of revenue. The equivalent of an LTV-to-CAC ratio of 5x. At the same time, he notes that “brand marketing is very expensive in the early days – and frustratingly, generates zero leads.”

Someone with Z years of marketing experience might have a lot of scar tissue, but might not be able to solve the marketing problem for your startup. Demand gen folks can’t hide anywhere if they don’t get results, but corporate marketing folks can hide behind a brand. Focus on finding the expertise you need rather than the years of experience that might look sexy on a resume or on a pitch deck. As always they’re not mutually exclusive, but it’s important to know the difference.

Who knows? Maybe the next generation of lead gen is all about Twitter presence and memes, as a16z’s Andrew Chen recently tweeted.

Taking a step back

On a bigger picture, the process of sales and marketing is a form of free education for a customer base. The better you can get your users to understand what you’re building, the more likely they will buy. Memes are just another medium of analogy and education. Better yet, of storytelling.

The better you can weave together seemingly disparate data points to create a compelling narrative without confounding extraneous variables, the greater your level of expertise. As Packy McCormick, one of my favorite writers, wrote on an a16z blogpost on expertise, “We live in a world where expertise can be justly claimed by anyone who can continue to prove it. Synthesis and storytelling are the keys to navigating that world. In a world with so much information available and fewer unquestioned experts, the ability to let large amounts of information wash over you, figure out where to dive deep, pull out the most compelling bits, and tie them all together is key.”

In closing

Hiring great talent across all levels breaks down to less of how many years of experience, but more so how you can leverage those experiences to understand and use unique and seemingly disparate data points going forward. Fall forward; don’t fall backward. An expert hire might not have all the answers to your problems, but will have built stress-tested mental models that’ll help in finding the answers for the questions you have.

Back when I was at SkyDeck, Caroline taught me that great entrepreneurs follow the “scientific method of entrepreneurship.” If I were to analogize her idea to expertise, an expert is a champion of the “scientific method of application.”

Of all the experts I’ve met – a title which is often one that society has deemed rather than being self-prescribed – they’ve almost always had an answer or multiple to a certain question. What proof would it take for you to change your mind?

Photo by Markos Mant on Unsplash

Thank you Janet for looking over early drafts.

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