PMF is often nonobvious and guesswork in foresight, but incredibly obvious in hindsight. But the ability to foresee and measure an inflection point in the business is a common thread among the best founders in the world. For Rahul Vohra, that was when 40% or more of his customers responded with “very disappointed” to the survey question “How would you feel if you could no longer use Superhuman?” After all, the famous Peter Drucker did say, “You can’t manage what you can’t measure.”
Founders often find themselves pushing their product onto customers pre-PMF. But once they find PMF, they feel the pull of the market. In the words of David Sacks, when you find PMF, “the market is pulling product out of the startup.”
Much like PMF, for founders, there exhibits a similar level of pull. But its measurability is often not by quantitative metrics like PMF, but qualitative. At a virtual lunch last week, Founders Fund’s and Varda’s Delian Asparouhov shared his brutally candid remarks on living a fulfilling life.
One of the questions he answered was when did he know he just had to start Varda. Why didn’t he just stay a full-time VC? Delian called it the “mind virus.” When the problem hits you like a truck and you just can’t get rid of it. Once you get it, it infects your whole brain, and you can’t not think about it.
When you have more questions than answers. And each layer of questions gets more and more specific, and no longer generalist. In fact, the majority of questions that take up your mental real estate do not have membership in the:
First 500 questions about the topic in a generalist’s mind
First 100 questions in a specialist or expert’s mind space. In fact, one of the greatest litmus tests (not the only) you can administer is getting the “Oh f**k, how come I haven’t thought of that?” response.
Naivete matters
Paul Graham wrote an equally great piece on the topic. “Naive optimism can compensate for the bit rot that rapid change causes in established beliefs. You plunge into some problem saying ‘How hard can it be?’, and then after solving it you learn that it was till recently insoluble. Naivete is an obstacle for anyone who wants to seem sophisticated, and this is one reason would-be intellectuals find it so difficult to understand Silicon Valley.”
In the analogous words of Delian, “Just ask the technical experts, is this impossible? There’s a big difference between very, very difficult and impossible. Is it just a very technical religion where people say no or is it impossible?” There’s a superpower in knowing just enough to dream and reach for the “impossible”, but not enough to get trapped in the technical dogma of what is “possible.”
Great founders are armed with the ability to balance childlike wonder with optimistic pragmatism. Great founders dare to dream. It is neither thefirst, nor the last you’ll hear of James Stockdale on this blog. But nevertheless, I find his words to ring equally as true for the best founders who have graced this planet. “You must never confuse faith that you will prevail in the end – which you can never afford to lose – with the discipline to confront the most brutal facts of your current reality, whatever they may be.”
In closing
In sum, what is founder-market fit? It is when passion turns into obsession. When founders are married to the problem, as opposed to the solution. When curiously passionate founders cannot stop themselves from doing everything in their power to engineer the solution to a problem deeply personal to them.
Here’s a simple way to think about it, using an equation most scientists are familiar with.
F = ma
Or otherwise, known as Newton’s second law. Force is the product of mass and acceleration. Think of force as the gravitational pulling force a founder has. Mass as the first impression a founder makes in meeting number one. Some permutation of their insights, their background and experience, and their domain expertise. And acceleration as the multiplicative velocity in which the founder learns. Subsequently, we have an equation that looks more or less like this:
Founder-market fit = (initial impression) x (founder’s compounding rate of learning)
For investors, a good sign of that is when that passion is contagious in the first meeting. And founders learn incredibly quickly (as a function of action) in every consecutive one after. The gravitational pull a founder brings where you just want to put down everything to listen to them. As investors, we love paying for that world-class education.
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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:
Accelerators and their respective demo days, like YC, ODX, Techstars, and what’s quite popular these days, Stonks
Hackathons, albeit most of these are ideas pre-incorporation
Classrooms
Pitch competitions
Events, like conferences and trade shows
Newsletters and publications
Podcasts
Twitter
Friends, family members, and former colleagues
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.
Spending a lot of time looking into the market
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:
What kind of inflection points are we at in the market? In what areas have headwinds become tailwinds?
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.
Have they tasted excellence?
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.
I didn’t have strong connections with most of this subset of the entrepreneurial market.
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:
What is the biggest risk of this business?
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 no bullshit guide to raising angel funding/venture capital as an outsider.
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.
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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A founder recently asked me how investors would perceive her going through two different accelerator programs. Specifically, what would investors think if she took dilutive capital from two investors who care about ownership targets, yet have similar, if not the same, value adds to her business?
How each type of investor thinks about dilution
It’s a great question. Unsurprisingly, a nuanced one as well.
Honestly, a “messy” cap table or early dilution is an excuse investors give when they’re not sold on you or the business. Investors regress to the “why this”, or otherwise known as, traction, when you haven’t convinced them on “why you.”
Investors want to be excited about you. They want to brag about you to their partnership, colleagues and friends. But if you don’t give them a strong reason to, they’re going to regress to what they know will return them capital. Predictability. And that comes in the form of traction. But I digress.
If Max Levchin or Phil Libin or Elon Musk or Justin Kan – pick your favorite serial entrepreneur with unicorn exits under their belt – wanted to raise for a new startup, no matter what it is or how early, people are gonna jump on the opportunity to regardless of how saturated the cap table is.
Let’s stand in the shoes of an investor for a second. Of which there are three main kinds of early investors.
Angels
Non-lead VCs and syndicate leads
VCs who lead rounds
For individual angels, ownership targets don’t matter. They just want a piece of the action. In fact, multiple sources of signal and validation give them more confidence to invest. Especially if you’ve taken previous or current checks from your small handful of top tier VCs. These angels’ check sizes are negligible on the cap table, so they won’t end up crowding anyone else out.
On the other hand, notice how I bucketed non-lead VCs and syndicate leads into the same category. Why? These investors are writing bigger checks. They won’t price the round. And they move a lot faster if someone with a great track record is leading the round. Once again, ownership also doesn’t matter, but great co-investors do. As long as ownership targets don’t matter, the excuse of dilution is merely lip service. The story here is “I just need to get in the best deals, so I can raise my next fund from LPs.” Or “I need build my track record as an investor, so I can raise a fund one day.” I’m going to generalize here really quickly. While it doesn’t apply to every non-lead investor, it does apply to the vast majority. I dare say, 90% of them. These investors move on the combination of three levers:
Great traction
Great team,
And great co-investors – the last of which is often the most important.
The more of the above levers you have as a founder, the faster you’ll get a check from the above individuals and institutions. Why do great co-investors matter so much? Outside of branding and social rapport, their investors – their LPs – also want to invest in these top deals led by these funds, but often can’t invest into these top-tier funds since everyone wants to get into a16z or Sequoia. In fact, for many of these top-tier funds, there’s a massive waitlist of LPs.
Finally, lead VCs. Ownership does matter. Really, this is the only audience you need to worry about when it comes to the topic of early dilution. While you as a founder should be dilution-preserving, sometimes, taking the capital (and subsequently, the dilution) is the best option. Maybe you really need something from an accelerator or an early investor that would be hard to get for you yourself. At that point, their capital becomes optimization capital. Early checks can get you from A to B faster, with less burn potentially, and with less detours.
So, the question you have to figure out if you take subsequent capital injections is that each time you dilute the cap table, did you reach an important milestone? What’s worrying is if you keep diluting your cap table without making meaningful progress each time. Think in the framework of milestone-based financing. Raise what you need, while giving you and your team an appropriate margin of error.
In closing
As a footnote, it’s also important to consider how much equity you as the founder will have left upon exit. If you’re going through large amounts of early dilution, you’re going to have very little upside unless you go through a massive exit. Unlike investors who invest in many businesses and have diversified their risk appetite, you, the founder, have put all your eggs in one basket. So if you care about the upside, you want to reduce dilution unless there is an absolute necessity to raise capital.
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From market risk to product risk to execution risk, I’ve written many a time the types of risks a founder takes, including here, here, and here. As well as shared that the first and foremost question founders need to answer is: What is the biggest risk of this business? Subsequently, is the person who can solve the biggest risk of this business in the room (or on the team slide)?
Over the weekend, I heard an incredible breakdown of the other side of the table. Rather than the founder, the three types of risks an investor takes. The same of which need to be addressed for LPs to invest. From Kanyi Maqubela on Venture Unlocked.
Market risk as a function of ownership
Judgment risk
Win rate risk
Market risk as a function of ownership
If you’re investing in an consensus market – be it hot, growing, and is garnering a lot of attention, you don’t need a huge percentage. I mentioned before that every year there are only 20 companies that matter. And the goal of a great VC is to get into one of these 20 companies. Ownership doesn’t matter. Even 1% of a $10B outcome is a solid $100 million.
On the other hand, if you’re in a small or non-consensus market, you need a meaningful ownership to justify your bets. For the same $100 million return, you need to maintain 10% at the time of a unicorn exit.
Going back to economics 101, revenue is price multiplied by quantity. Revenue in this case is your returns, your DPI, or your TVPI. Price is the valuation of the business. Quantity is how much you own in that business. Valuation, as a function of market size, and percent ownership are inversely proportional to reach the same returns. The smaller the market, the more ownership matters. The bigger the market, the less it matters.
Judgment risk
At the top of the funnel, the job of any investor is to pick or to get picked. I’ll take the latter first. Getting picked is often far less risky. But far harder to get allocations for, especially if you’re a fund that has ownership targets, vis a vis the market risk above. At the same time, the larger your check size, the harder it is to squeeze into the round.
To generate alphas from picking, there are two ways:
Get in early.
Go to where everyone else said it’ll rain, but it didn’t. Do the opposite of what people do. That said, being in the non-consensus means you’ll strike out a lot and it’ll be hard to find support.
The question to ask yourself here is: What do you know that other investors are overlooking, underestimating, or altogether not seeing? And how did you reach that conclusion as a function of your experience and analysis?
As Kanyi said on the podcast, “We think we’ve got unusually good judgment and nobody else likes this, but we like it for reasons that are unfair.” The unfair part is key.
Win rate risk
Win rate risk breaks down to what unique advantage you, as an investor, bring to the table that will help the company win. In simpler terms, what is your value add? Of the businesses you say “yes” to, can you increase the number of those who win? As an early-stage investor – angel or VC, there are four main ways an investor can help founders:
Access to downstream capital or capital from strategic investors
Access to talent – How can you increase the output of the business?
Sales pipeline – How can you help grow revenue directly?
Strategy – Do you have unique insight into the industry, business model, product, GTM, or team management that will meaningfully move the business forward?
In closing
If you’re an investor, I hope you found the above as useful of a reframing as I did. If you’re a founder reading this, I often find it useful to stand in the shoes of your investors. And in understanding how your investors think, you can better formulate your pitch that’ll align your collective incentives.
The conversation around risk management, at the end of the day, is a conversation of prevention. A realm of prevention while useful to hedge your bets is a strategy to not lose. It’ll help your LPs find comfort in investing dollars into you. But to truly stand as a signal above the rest and to win, you have to look where other investors aren’t. The non-obvious. Specifically the non-obvious that’ll become obvious one day. And you have to do so consistently.
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Last Thursday, I had an extremely thought-provoking conversation with an attorney-turned-investor. Out of the incredible array of topics our open-ended exploration on the topic of diversity – geographically and demographically – led us to, there was one thing in particular that I had to double click on.
She shared, “Men typically get asked promotion questions. ‘What does your upside look like?’ Whereas women and other underrepresented founders get asked prevention questions. ‘How do you prevent your startup from going out of business?’ And promotion questions begets more promotion questions. Similarly, prevention questions leads to more prevention questions. Founders who are typically asked prevention questions raise less capital than those who are asked promotion questions.”
I found that inextricably fascinating. I’ve never thought about investing through those lens before. It makes complete sense. The more an investor asks how are you not going to fail, the more they has convinced themselves this won’t be a good investment. On the flip side, the more an investor asks how awesome will you be, the more they’ve convinced themselves that this will be an investment worth their time.
And subsequently, I ended up reexamining the way I ask questions. I’ve never tracked the way I ask questions by demographic. But I fear that I may, in the past, have done something along the same veins.
When we closed out our conversation, she left me with one name: Dana Kanze. And well, if you know me, I had to look into her.
She cites in that research that “although women found 38% of US companies, they only get 2% of the venture funding.” While that metric is a few years old, recent trends echo the same notion. Despite the increase in conversations to include diversity at the table, in board rooms and as decision makers, Crunchbase found in a study back in August that women still only get 2.2% of venture funding, which is actually lower than any of the previous five years.
Cynthia Franklin, director of entrepreneurship at Berkley’s Innovation Labs at NYU, did say, “The bets are being made, but they’re smaller.” Which accounts for the fact that 61% of total funding for female founders happens at the early stages. Frankly, it might be too early to tell. Nevertheless, Dana has a point.
Why female founders raise less capital
Originating from E. Tory Higgins‘ regulatory focus, Dana shares the bifurcation of questions that male and female founders get. Promotion and prevention questions, respectively. “A promotion focus is concerned with gains and emphasizes hopes, accomplishments, and advancement needs, while a prevention focus is concern with losses and emphasizes safety, responsibility, and security needs.”
After analyzing nearly 2,000 questions and answers asked at TechCrunch Disrupt to presenting founders, she found that investors often ask male founders promotion questions. And investors ask female founders prevention questions. Specifically, 67% of questions to males were promotion questions. And 66% to females were prevention ones.
Yet I found one notion Dana shared particularly fascinating. “All VCs displayed the same implicit gender bias manifested in the regulatory focus of the questions they posed to male versus female candidates.” That both female and male investors had the exact same implicit cognitive biases against females.
Promotion questions beget promotion answers, which beget more promotion questions, reinforcing favorable opinions. It becomes a virtuous feedback loop, which culminates often times in a “yes”. On the other hand, prevention questions beget prevention answers. Which leads to more prevention questions. This, subsequently, leads founders down a negative feedback loop, reinforcing loss-correlated opinions. When it came down to it, “startups who were asked predominantly promotion questions went on to raise seven times as much funding as those asked prevention questions.”
The silver lining, as Dana shares, is that if founders respond to prevention questions with promotion answers, they raise 14 times more funding than those who answer prevention with prevention. The lesson is reframe your answers positively, betting on the long term potential and vision. Or in Alex Sok‘s words, focus on a strategy to win rather than a strategy not to lose.
In closing
Investors invest in lines, not dots. And often times, VCs don’t realize they’re spending more time analyzing the y-intercept than the slope. And that mentality actualizes in the form of questions founders get.
As a founder, understand your investor intention – subconscious and conscious. Playing off of Matt Lerner‘s language/market fit, find your fundraising language/investor fit. Once you understand their intention, capture their attention. In a saturated market of information, attention is your audience’s scarcest resource. Frame the dialogue with a promotion focus to get your investors over the activation energy to book the next meeting.
As an investor, pay attention to your cognitive biases. Most of the time, and often the most detrimental, are the ones we don’t realize. If anything, this blogpost is me pinching myself to wake up.
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With the crazy market we’re in today, VCs are frontloading their diligence. They’re having smarter conversations earlier. Before 2021, most investors would have intro conversations with founders before taking a deeper dive into the market to see if the opportunity is big enough. Nowadays, investors do most, if not all, their homework before they start conversations with founders. And when they’ve gotten a good understanding of the market and a more robust thesis, then:
They go out finding and talking to the founders who are solving the problems and gaps in the market they know exist.
They incubate their own companies that solve these same issues.
Subsequently, they are more exploratory than ever before. In frontloading their diligence, VCs have become more informed, if not better, predictors of not only where the market is today, but where the market is going to be tomorrow. They have a better grasp on the non-obvious. Or at the very minimum, have a much better understanding on the obvious, so that the boundaries of the non-obvious are pushed further. In turn, they can truly invest in the outliers. Outliers that are more than three standard deviations from the mean.
Startup ideas are often pushing the boundaries of our understanding of the world we live in. The team at Floodgate use an incredible breakdown to frame the amount of data that needs to be present to qualify the validity of a team and idea. “[W]e like to say some secrets are plausible, some are possible, and some are preposterous, all different types of insights. It matters what type it is because the type of team you need, the type of people you need to hire, the fundraising strategy, the risk profile, the amount of inflections that have to come together. All of those things vary, depending on the type of secret about future that you’re pursuing,” said Mike Maples Jr. recently on the Invest Like the Best podcast.
Science fiction is, by definition, preposterous. But so are the true outliers. And as any great investor knows, that’s where the greatest alphas are generated.
Preposterous ideas are backed by logic and insight
To quote PG from an essay he wrote earlier this year, “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.”
But no matter how implausible your startup idea sounds, there still has to fundamentally be an audience. And while it may not be obvious today, the goal is that it will be obvious one day. Frankly, if it’s forever non-obvious and forever in the non-consensus, you just can’t make any money there. If Airbnb stuck only with the convention industry or Uber only with the black cab, or Shopify only with snowboards, they would never have the ability to be as big as they are today.
Shopify’s Alex Danco has this great line in his essay World Building. “If you can create a world that’s more clear and compelling than the complex, ambiguous real world, then people will be attracted to that story.”
As investors, we have to start from first principle thinking. Investors, in frontloading their diligence, find the answers to “why now” and “why this”. All they’re looking for after is the “why you.” The further down the line towards preposterous science fiction you are, the more you need to sell investors on “why you”.
Idea Plausibility
Key Question
Context
Plausible
Why this?
Most people can see why this idea should exist. Because of the consensus, you’re competing in a saturated market of similar, if not the same ideas. Therefore, to stand out, you must show traction.
Possible
Why now?
It makes sense that this idea should exist, but it’s unclear whether there’s a market for this. To stand out, you have to convince investors on the market, and subsequently the market timing.
Preposterous
Why you?
Hands down, this is just crazy. You’re clearly in the non-consensus. Now the only way you can redeem yourself is if you have incredible insight and foresight. What’s the future you see and why does that make sense given the information we have today? If an investor doesn’t walk out of that meeting having been mind-blown on your lesson from the future, you’ve got no chance.
And when answering the “why you”, it’s not just on your background and years of experience, but your expertise. As Sequoia’s Roelof Bothaputs it, “So what was the insight? What is the problem that you’re addressing? And why is your solution compelling and unique in addressing that problem? Even if it’s compelling, if it’s not unique there’re going to be lots of competitors. And then you’re probably going to struggle to build a distinctive business. So it’s that unique and compelling value proposition that I look for.” So before anything else, the best investors, like Roelof, “think of value creation before value capture.”
In order to find that earned secret – that compelling and unique secret sauce – in the first place, you have to love what you’re working. And not just passionate, but obsessive. The problem you’re trying to solve keeps you up at night. You have to be more of a “missionary” than a “mercenary” as Roelof would put it. If you’re truly a missionary, even the most preposterous idea will sound plausible if you can break down why it truly matters.
The Regulatory Dilemma
The most important and arguably the hardest part about writing science fiction – and this is equally true for funders as it is for founders – is that we have to self-regulate. Regulation will always be a lagging indicator of technological development. Regulators won’t move until there’s enough momentum.
But, as we learned in high school physics, with every action, you need an equal and opposite reaction. The hard about momentum, and I imagine this’ll only be more true in a decentralized world, is that it’s second order derivative is positive. In other words, it’ll only get faster and faster. On the other hand, regulation follows the afterimage of innovation. It sees where the puck was or, at best, is at, but not, until much later, where the puck is going. And truth be told, innovation will eventually plateau, as it follows a rather step-wise function, as I’ve written before. And when it does, regulation will catch up.
So, in the high school physics example of Newtonian physics, the reaction, in this case, regulation, needs to be equal and opposite force comparative to where the puck will be. But as you’ve guessed, that will stop innovation. And I don’t think the vast majority of the world would want that. Progress fuels the human race.
In fantastical worlds, we are often used to how awesome things can be. Making the impossible possible. But as Brandon explains, “the truth is that it’s virtually impossible to come up with a magical effect that nobody else has thought of. Originality, I’ve seen, doesn’t come so often with the power itself as with the limitation.”
As the infamous line goes, “with great power comes great responsibility.” If you end up having access to every single person on this planet’s data, what makes you a company worth betting on isn’t your power, but how you use that power. How you self-regulate in using that power. Take, Open AI’s GPT-3. Instead of sharing the entire AI with the world, they limited that power to prevent malicious actors through an API.
What does self-regulation mean? Simply, aligning incentives so that all stakeholders win. When you have two people, you have a 2×2 matrix to account for four possible outcomes. There’s a situation where both people win, two situations where one wins, one loses, and another where both lose. Needless to say, we want to be maximizing for win-win situations.
As Balaji Srinivasansaid on the Tim Ferriss Show recently, “When you have three people, it’s a 2x2x2, because there’s eight outcomes, win/lose times win/lose times win/lose. It’s a Cartesian product.. […] When you have N people, it’s two by two by two to the Nth power. It’s like this hypercube it as it gets very complicated.” Subsequently, the greater the organization, the more stakeholders there, and the harder it is to account for the “win” to the Nth power outcome. Nevertheless, it’s important for founder and funders at the frontier of technological and economic development to consider such outcomes. And at what point is there a divergence of incentives.
There’s usually a strict alignment in the value creation days. But as the business grows and evolves to worry more about value capture, there needs to be a recalibration of growth and an ownership of responsibility as the architects who willed a seemingly preposterous idea into existence.
In closing
We live in a day in age that is crazier than ever before. To use Tim Urban’s analogy, if you brought someone from 1750 to today and had them just observe the world we live in, that person will not only be mind-blown, but literally, die of shock. To get the same effect of having someone die of shock in 1750, you can’t just bring someone from 1500, but you’d have to go further back till 12,000 BC. The world is changing exponentially. And new technologies further that. Who knows? In 50 years, we in 2021, might die of shock from what the world will have become.
And rightly because of such velocity, innovators – founders and investors – will have to lead the charge not only technically and economically, but also morally.
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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:
Not investing via their fund strategy (i.e. typically ad hoc),
Require less diligence and therefore less conviction,
Send negative signals to other investors if the GP doesn’t do a follow-on check at the next round, and
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.
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Last week, after a lovely conversation with a startup operator, he asked if there was anything he could help me with. I defaulted to my usual. As I’m working on being a better writer, I asked him if time permitted, could he give me some feedback on my writing. For the sake of this blogpost, let’s call him “Alex.”
While I expected just general feedback on my style of content delivery, Alex gave me a full audit of this blog. He told me I should focus, until I’ve built up an audience. He also said that I should find my top 20 blogposts, figure which category they fall under and narrow down by writing more of those. On the same token, he recommended I reference Hubspot’s “topic clusters.” Which is an amazing piece about how to nail SEO in 2021, if I say so myself. Incredibly prescient. And incredibly true.
He also recommended I use Medium or Substack over my antiquated design of a website. And forgo the header image. Which you might have noticed I haven’t (yet).
The thing is… he’s 100% right. I’ve done little right, in the sense of marketing and branding. In fact, in the Google search engines, I probably am a mess to categorize, which means I exist in no category. Even in my own words, focusing on everything means focusing on nothing. While at the time of writing this post, a good majority of my content is based in startups and venture capital. If I focused on better branding, I would have doubled down on fundraising, or marketing. Or social experiments. But I haven’t.
Truth be told, I’ve stunted my growth, or my brand’s growth, by intentionally choosing otherwise. In turn, there are only two questions I optimize for in this blog.
Will this make David from yesterday smarter?
Is this still fun?
I started this blog writing for an audience of one. For the person I was yesterday. And if I know the me from yesterday would love it, then I have at least one happy customer.
I don’t write this blog for profit. This blog is my de-stressor. It is my entertainer, yet also my coach. It is my confidant. And it is just fun. The process of learning and thinking through writing – refining my thoughts – gets me really excited. I don’t want to end up dragging my feet through mud. Funnily enough, despite being an extremely, and I stress the former word, small blogger, I’ve had the occasional brand reach out to sponsor content. As you might have guessed, I said “no” to everyone so far. Either I didn’t believe that the product would make the world a better place or that I just didn’t get their product. This is not to say I won’t ever take on sponsors, but I just want to be really excited about it.
I’ve also had a number of folks reach out wanting to guest post on this blog, to which I’ve also said “no” to everyone so far. Because (a) it makes me lazy and defeats the purpose of me writing to think, and (b) I haven’t learned anything from them yet.
And because I write from a motivation of “psychic gratification,” borrowing the phrasing Tim Ferriss used in his recent episode, my writing is “very me,” to borrow the phrasing of readers and friends who’ve talked to me face-to-face before. I feel I can be genuine. And I can be unapologetically curious. I can learn what I want when I want how I want. I love each topic I write about, at least in the moment my pen touches paper. It excites me. It inspires me. And it pulls me with a force I want more of.
As a product of me being me, every so often, a random essay sees a momentary breath of fame. On average, it happens every 7th or 8th blogpost. I have these random spikes of several hundred views within 24 hours every so often. And don’t get me wrong. I would be lying if I said that wasn’t gratifying as well. Other times, some essays are far more perennial and see anywhere between two and ten views a day – almost every day. There are the ones that never make it onto the stage. And live somewhere in a virtual public graveyard.
I’m publicly logging my thought process here as a bookmark for future reference. And so that my future self can’t go back in time and write off my thought processes now in a grand motion of revisionist’s history.
I also know that this won’t be the last time I revisit this topic. My future mental model might differ greatly from what it is now. As John Maynard Keynes, father of Keynesian economics, once said, “When the facts change, I change my mind.” But it might stay the same. Who knows?
#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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Last week, I had an incredible fireside chat with GC’s Niko Bonatsos, who has played a key role in some incredible investments, from Livongo Health to Snap to Wag! and most recently, Saturn. In all honesty, I took much of that experience to scratch my own itch. As always, we ran out of time before we ran out of topics. But I was lucky enough to ask one of which I happened to be losing sleep over. “How do you balance speed and diligence in the increasingly competitive market of venture?”
COVID changed us
In the midst of the pandemic, COVID became a forcing function for investors to deploy capital without ever meeting founders in-person. Frankly, they couldn’t meet anyone in-person. Even if they wanted to, investors, like everyone else, was subject to a series of lockdowns, curfews, and eventually the vaccine.
Yet, as life returns to a sense of normality, many investors have gotten comfortable investing virtually. And for a handful, only virtually. At the same time, in today’s increasingly competitive venture market, capital’s become more of a commodity. And I’ve heard a number of LPs find speed to be a competitive advantage. As a product of speed, investors compete on shortened timelines. It’s a given for angels and super angels out there who have to have conviction on a fairly limited set of data. But how do top-tier funds compete in that same market yet maintain the same discipline as before?
I got my answer from Niko.
“We try to pre-empt the stuff we really care about. It basically translates to us being prepared, having frontloaded a lot of the diligence for the companies and opportunities we care about. We have a more educated conversation with the founders, and are the first ones to get to a term sheet than anyone else. That’s something we do a lot more often. And we’ve leaned into seed, which is the new series A.”
Moreover, with all the diligence they do prior to sourcing, funds, like General Catalyst and Founders Fund, have started to incubate startups where they couldn’t find solutions to problems they found.
Slowing things down
Earlier this week, over a lunch, I posed the same question to Fort Ross‘ Ratan Singh, from whom I got a slightly different variation. “VCs are doing their homework before every meeting and going in with a thesis so that they can deploy fast. VCs used to play catcher and do all their homework after the meeting. But now it’s changed, so they can say yes faster.
“While speed is a differentiator, things are moving too fast today. I met every founder I’ve invested in in-person. Even during the pandemic, I invested in seven founders, and every single one I’ve met in-person.”
To which, I had to ask, “What do you find out from meeting a founder in-person that a virtual meeting lacks in?”
Without missing a beat, Ratan said, “It’s in the small things. The way they interact with their teammates. The way they treat each other. As we finish our chat and walk back to the car, are they still an intelligent being outside of the script? A Zoom call is a 30-minute scripted call. There’s a deck. There’s the presentation they prepared. An in-person interaction is more than that.”
Ratan’s comment reminded me of something Sequoia’s Doug Leone said in his interview with Harry Stebbings recently. “It takes about thirty minutes for someone to relax, which is why I refuse to interview someone for thirty minutes.” Similarly, while a 30-minute coffee chat may just be 30 minutes, the time it takes to shake hands, order your cup of coffee, have the conversation, finish it, and walk back to your car or wait for your Uber helps anyone, not just a VC, understand so much more depth to your character.
— Ruben Harris – rub3nharris.eth (@rubenharris) October 13, 2021
As if he didn’t drop enough mics in our lunch, Ratan left me with one last hot take, “In VC, you’re either asked to stay, or you’re asked to leave.” In today’s ever-changing climate, having deep domain expertise and pre-empting diligence keeps you if not ahead, at least on the curve of evolution. And for many investors, it’s one of their best bets to be asked to stay – either by the firm’s senior partners or your LPs.
Thank you Niko and Ratan for looking over earlier drafts.
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In the past decade or two, there have been a surplus of talent coming into Silicon Valley. In large part, due to the opportunities that the Bay had to offer. If you wanted to work in tech, the SF Bay Area was the number one destination. If you wanted to raise venture money, being next door neighbors to your investors on Sand Hill Road yielded astounding benefits. Barring the past few months where there have been massive exoduses leaving the Bay to Miami or NYC, there’ve been this common thread that if you want to be in:
Entertainment, go to LA
Finance and fashion, go to NYC
Tech/startup ecosystem, go to the Valley.
While great, your early audience – the innovators on your product adoption curve – should not be overly concentrated there. All these markets carry anomalous traits and aren’t often representative of the wider population. Instead, your beachhead markets should be representative of the distribution of demographics and customer habits in your TAM (total addressable market).
Strategically boring markets aren’t limited to just physical geographies. They’re equally applicable to underestimated virtual real estate. You don’t have to build a mansion on a new plot of land. Rent an Airbnb and see if you like the weather and people there first.
As Rupa Health‘s Tara Viswanathan said in a First Round interview, “Stripping the product down to the bare bones and getting it out in front of people for their reactions is critical. It’s rare for a product not to work because it was too minimal of an MVP — it’s because the idea wasn’t strong to begin with.”
As she goes on, “If you have to ask if you’re in love, you’re probably not in love. The same goes with product/market fit — if you have to ask if you have it, you probably don’t.”
Test your market first with the minimum lovable product, as Jiaona Zhang says. You don’t have to build the sexiest app out there. It could be a blog or a spreadsheet. For example, here are a few incredible companies that started as nothing more than a…
The greatest incumbents to most businesses out there really happen to be some of the simplest things. Spreadsheets. Blogs. Facebook groups. And now probably, Discord and Slack groups. There are a wealth of no-code tools out there today – Notion, Airtable, Webflow, Zapier, just to name a few. So building something quick without coding experience just to test the market has been easier than ever. Use that to your advantage.
Patrick Campbell once wrote, quoting Brian Balfour, CEO of Reforge, “It’s much easier to evolve with the market if your product is shaped to fit the market. That’s why you’ll achieve much better fit between these two components if you think market first, product second.”
Think like a designer, not like an artist
The biggest alphas are generated in non-obvious markets. Markets that are overlooked and underestimated. At the end of the day, in a market teeming with information and capital and starved of attention, think like a designer, not like an artist. Start from your audience, rather than from yourself. Start from what your audience needs, rather than what you want.
As ed-tech investor John Danner of Dunce Capital and board member at Lambda School, once wrote, “[the founders’] job is to find the absolute maximum demand in the space they are exploring. The best cadence is to run a new uncorrelated experiment every day. While demanding, the likelihood that you miss the point of highest demand with this approach is quite small. It is incredibly easy to abandon this kind of rigor and delayed gratification, eat the marshmallow and take a good idea and execute on it. Great founders resist that, and great investors do too.”
Spend more time researching and talking to your potential market, rather than focusing on where, how, and what you want your platform to look like. Obsess over split testing. Be scrappy.
Don’t fail the marshmallow test
We’re in a hype cycle now. Speed is the name of the game. And it’s become harder to differentiate signal from noise. Many founders instantly jump to geographically sexy markets. Anomalous markets like Silicon Valley and LA. But I believe what’ll set the winners from the losers in the long run is founder discipline. Discipline to spend time discovering signs of early virality, rather than scale.
For instance, if you’re operating a marketplace, your startup is more likely than not supply-constrained. To cite Brian Rothenberg, former VP of Growth at Eventbrite, focus on early growth loops where demand converts to supply. Ask your supply, “How did you hear about our product?” And watch for references of them being on the demand side before.
Don’t spend money to increase the rate of conversion until you see early signs of this growth dynamic. It doesn’t matter if it’s 5% or even 0.5%. Have the discipline to wait for organic conversion. It’s far easier to spend money to grow than to discover. Which is why startup life cycles are often broken down into two phases:
Zero to one, and
One to infinity
Nail the zero to one.
In an increasingly competitive world of ideas, many founders have failed the marshmallow test to rush to scale. As Patrick Campbell shared in the same afore-mentioned essay, “Product first, market second mentality meant that they had a solution, and then they were searching for the problem. This made it much, much more difficult to identify the market that really needed a solution and was willing to pay for the product.”
The more time you spend finding maximum demand for a big problem, the greater your TAM will be. The greater your market, the greater the value your company can provide. So, while building in anomalous markets with sexy apps will help you achieve quick early growth, it’s, unfortunately, unsustainable as you reach the early majority and the late majority of the adoption curve.
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