How to Get Investors to Just Ask One Question: “How Can I Invest?”

After recently tuning into an incredible founder’s most recent investor update, I stumbled across a shoutout once again to Silicon Valley storytelling legend Siqi Chen. It wasn’t the first and surely won’t be the last time I find such kudos from a mutual friend. I’ve been a huge fan since his 2019 presentation on presentations, and there’ve been multiple times his name has surfaced in a conversation with friends. I’ve also publicly written about just how amazing he is. That day, I felt the cosmos telling me today was the day. Something just felt right. A swig of that Felix Felicis, if you know what I mean. In hindsight, I guess I could have asked for a warm intro. But my enthusiasm just couldn’t wait.

My question was simple:

“What do you think sets a top 0.1% story from a top 5%er? What sets a timeless story apart from a box office hit?”

“Hm, it’s a good question. Maybe two things: ‘proof of work’. In other words, founder-market fit. Authenticity can be faked so ‘proof of work’, in terms of background, experience, expertise for your authenticity, is valuable. The second thing is just sheer effort, finesse, and practice.”

He ended his answer with a quote you might find quite familiar from his storytelling presentation:

“Magic is just spending more time on a trick that anyone would ever expect to be worth it.” – Penn & Teller

And naturally, I had to follow up. “What are the top 1-2 questions you ask yourself to help you stress test if you’re telling epic stories? Or if it’s more applicable, questions you ask others to see if your story resonated with them?”

To which, he left me with a rather curious statement:

“The stress test for me is when, after the story, there are no questions other than ‘How can I invest?’ This is probably the biggest hack I have for a pitch, which is that contrary to popular belief that questions are an expression of interest, all questions are bad.”

I paused. All. Questions. Are. Bad. To a person who makes a living out of asking questions, you can damn well be sure that whatever I was thinking, whatever I was doing, whatever I was going to say disappeared in a moment’s grace, like a midsummer night’s dream. He already had my attention, but now, he had my curiosity.

He goes on: “The correct way to look at questions is that they are akin to a compiler error in your pitch: It is the tell tale sign of objections politely withheld until you were done talking. It should be your goal to adjust your pitch such that those questions never come up in the first place.”

Needless to say, as all contrarian sayings went, I found Siqi’s words quite provocative. I hadn’t yet come to terms with his permutation of punctuated words strung into sentences. His words, while in plain English, arrived at my ears in a manner that was quite foreign. But the more he elaborated, the more sense it made.

“You know how when a salesperson is trying to sell you something, whether it’s a SaaS product or a set of steak knives, and you don’t want to buy it, but you’re listening politely?” explains Siqi. “You already have an objection and you have already decided to not buy it. And that objection you’re just holding in your head until they’re done talking.

“The first question you ask after they’re done talking is basically that objection. Once you’ve thought about that objection as the listener, you’re no longer paying attention. That objection is all you’re thinking about.

“Here’s a concrete example. Let’s say the first question you think of is ‘it’s a competitive space, how do you think about competition?’

“That means they were thinking about competition for some unknown period of time while you were pitching, probably from the minute you started. And they already decided to not buy.”

His next few words are worth underscoring. If words carried weight, shine, and could be worn on your fourth finger after an elaborate ceremony, this was it. “The way you debug it is by preventing that question in the first place, for example, by inserting a slide at the beginning explaining: ‘This is a really competitive space, but here’s why we’re doing what we’re doing’. Then you defuse the question and it doesn’t come up in the first place.

“A good pitch removes those objects in your head so that you end up buying. One way to improve your pitch is to systematically remove questions until you’re left with just one: ‘How can I invest?’”

In the deck he shared back in 2019, on slide 19, he has another two lines that are equally as powerful and read: “We unconsciously try as hard as we can to fit new facts into existing opinions. Based on existing opinions we make decisions that make us feel good, or the least bad.”

Unfortunately, Siqi’s right.

How often have you brought up a new fact that contradicts with what your mom/dad/grandma/grandpa believes and they respond with “Don’t believe everything you read online?” And then, read a “fact” from an unconfirmed source that affirms their beliefs and they respond with “I told you so?”

Investors, like any other human, are no different. Questions, therefore, are implicit personal opinions reworded explicitly, with the expectation that the facts you bring up fit in their existing mental models. And if the facts don’t match up, “You’re too early for us”. Or as they tell themselves, “The founders have not given us the facts we look for to fit in the frameworks we have.”

Then again, as founders, you may not be looking to fall into a pre-ordained mold. In fact, the most world-shattering businesses never fit into the mold. So neither should you. Steve Jobs famously said:

“Here’s to the crazy ones, the misfits, the rebels, the troublemakers, the round pegs in the square holes… the ones who see things differently — they’re not fond of rules… You can quote them, disagree with them, glorify or vilify them, but the only thing you can’t do is ignore them because they change things… they push the human race forward, and while some may see them as the crazy ones, we see genius, because the ones who are crazy enough to think that they can change the world, are the ones who do.”

So, if you only have facts, stick with the facts that reaffirm an investor’s opinion of a great startup. Admittedly, that can only be true for the top 0.1% of businesses out there. The vast majority of startups don’t have numbers that fit such a high benchmark honed from years of pattern recognition. A benchmark investors have high conviction in. Certainty, one might say. The great writer Charlie Kaufman once said, “Because when you’re certain, you stop being curious. And here’s the one thing I know about the thing you’re certain about. You’re wrong.”

The best thing about this business – about being an investor – is that it keeps people humble. A fact, unfortunately, many investors forget. So stay curious. And tell us a story so compelling we can imagine no other.

Or as Siqi puts it, “The goal of a great presentation is to create emotions that persuade people to take action.” The founders don’t just share their passion. Their passion is contagious. It spreads like a virus. And whoever is infected shares it with the people around them, which if your story is compelling enough, those people share it with their friends. In a vast game of telephone, the more relatable and inspiring your story is, the longer the game of telephone. Facts become stories. Stories become tales. Tales become legends.

The best stories don’t just share facts. They inspire. They weave facts together in a way so compelling that there are no more questions. The world is filled with limitless amounts of data – most of which are seemingly disparate and meaningless. The best storytellers give the chaos of data meaning. They give data purpose.

In reality, you’re not going to get the pitch down in v1. Practice it, especially with people who have a critical eye with words. They don’t have to be investors. Probably not just with your co-founders and team members because they’re biased. They’ll make lapses in judgment because they already understand the problem space well enough. So well, they won’t have realized you skipped steps in your logic. Practice it with writers, lawyers, speechwriters, marketers, influencers, that Redditor that deconstructs every single presidential speech, and video editors, especially those who edit meme videos. Then when you pitch it to investors, the goal is that they don’t withhold objections because they simply don’t have any.

I can’t help but recall a great line by Robert McKee, “At story climax, you must deliver a scene beyond which the audience can imagine no other.” Equally so, by the end of your pitch, you must deliver a solution beyond which the audience can imagine no other.

Photo by Aaron Burden on Unsplash


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Any views expressed on this blog are mine and mine alone. They are not a representation of values held by On Deck, DECODE, or any other entity I am or have been associated with. 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.

How Much Should You Bootstrap?

I had a founder ask me yesterday, “How much money does an investor expect you to bootstrap with?”

The short answer I gave him, “It depends.”

The longer answer… well, there is no one number or specific range that investors look at. It’s a case-by-case scenario. Of course that’s not the answer he, nor you my reader, were hoping to hear. If I left you on that alone, I’d imagine this essay would be the single greatest contributor to my unsubscribe rate.

The real answer is that capital is not the unit of measurement. It can be, and may seem to be in today’s ever-increasing pace of development. Rather, it starts from a question. What is your minimum viable assumption? Something I’ve also alluded to before.

What is the minimum viable assumption? The big assumption you must prove in order to catalyze your startup’s growth. Or as Gagan Biyani, founder of Maven, puts it in the frame of minimum viable tests – “a specific test of an assumption that must be true for the business to succeed.”

Oftentimes, that assumption is synonymous to your the biggest risks of your business. Or in other cases, your biggest barriers to entry.

One of the questions we investors try to answer when we meet with a founder is: What is the biggest risk of this business? And is the person who can solve this risk in the room (or on the team slide)? It is one of a handful of risks we must underwrite to move forward with an investment.

Your ability to raise capital is directly correlated with your ability to inspire confidence in your investors that you will need little to no help getting to your next milestone. An unfortunate, but true paradox.

Circling back to the question that catalyzed this essay, how much money does an investor expect you to bootstrap with? The answer, as much as you need to prove your minimum viable assumption. Can you conquer the biggest risk of your business on your own capital? If you can, you’re halfway there. That may take $50K. Or maybe $10K. Or $100. Airbnb had to go through three different launches, and selling Obama O’s and Cap’n McCains for $40 per box, before Paul Graham noticed their traction. On the other hand, you have Mailchimp that’s 100% bootstrapped till the day they exited. Each business is different and unique in its own way.

The only addendum I would add here is that this same calculus will most likely not apply if you’re building something in deep tech – be it biotech or general AI or otherwise.

Photo by Minh Tran on Unsplash


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Any views expressed on this blog are mine and mine alone. They are not a representation of values held by On Deck, DECODE, or any other entity I am or have been associated with. 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.

Cerebral And Guttural Decisions

Earlier this week, Zach Coelius shared his path to running a fund with the On Deck Angels community. And near the end of the session, one of our fellows asked something along the lines of: How do you pick great founders? To which, Zach responded, and I’m paraphrasing: I look for really smart people I want to be around. And every person has something different that makes them smart.

I’ve heard many variations of Zach’s closing comment over the years. “I look for someone I want to work for.” “I look for someone who gets me excited about a space I didn’t I’d get excited about.” “A really sharp individual who teaches me something new almost every time we talk.” The common thread, in all these statements, is that the thing that drives early-stage investors to conviction is not quantitative, but qualitative in nature. Moreover, given that the next Steve Jobs or Elon Musk will look nothing like either of the afore-mentioned, it’s hard to build the search for outliers into a reliable mental model, other than the openness to be amazed.

Fred Wilson wrote a great piece at the beginning of this week about his rationale for investing in Coinbase, Twitter, and Dapper. His title, which sums it all up really well, is: Keeping It Simple. His lesson: “That’s keeping it simple. It doesn’t always work. We get more wrong than we get right. But when we get it right, amazing things can happen.”

Along a similar vein, I jumped on a call with a buddy of mine who’s raising his first fund after having an enviable track record as an angel. On this said call, we talked about how junior investors, the bottom 75% of investors, late-stage investors, and investors that have yet to find their own way to get to conviction, spend more time on the quantitative. A very analytical, repeatable, quantifiable approach. For better or for worse, cerebral. On the flip side, the best early-stage investors out there, by track record of consistent top-notch returns, don’t spend nearly as much time obsessing over the numbers. Or evidence. In fact, before you invest at the A, for most businesses, there really isn’t any hard metric that is going to get you from 50 to 90% conviction.

Even in my own personal journey, when I started off, I found myself sticking to the “tried and true” questions:

  • What are your unit economics?
  • How many customers do you have? How are they using your product?
  • What percent of your customers are coming back to use the product on the second day?
  • What do your retention curves look like?
  • Your monthly growth rate for the past three months?

All of which, you may notice, are quantitative in nature. In fact, this best part of this blog is that you can literally track my thinking over the past few years. I went from writing about metrics (more here, just to name a few) I look for in startups to writing about intuition. In fact, even my attempt to codify intuition is, by definition, using my frontal lobe.

All I need to worry about are moments when a founder teaches me something new that I didn’t know I would love. A simple, but surprisingly rare happenstance. I see a lot of good startup ideas and teams, even some great ones. But it’s rare I meet an “Oh sh*t!” one. Subsequently, that probably also means, at my current stage, I’d make a poor fund manager, since I don’t have enough consistently high-quality deal flow. Consistent, yes. High-quality, in my humble opinion, yes. But consistently high-quality, I’m still too early. At least in the scope of “Oh sh*t!”

One of the greatest sobering facts about venture is that it’s a business that’s designed to keep you humble. Like Fred mentioned, I am wrong way more often than I’m right. And the times I trusted my head over my gut are times I find most regretful. To better illustrate this, let me share an anecdote.

Back in 2018, one of my good friends introduced me to a set of co-founders. Scratch that. Even before they started working on the business idea. And I’m going to abstract the name of the startup. But if you’re a frequent reader of this blog, you’ve probably already seen the trail of cookie crumbs.

I met them for the first time at their beautiful, well-furnished SF apartment with Scandinavian furniture that definitely warranted a pretty price tag. Out of curiosity, I asked how much it cost to live there. And for four bedrooms and three baths, they shared a ridiculously low number. A third of the price I imagined they’d be paying. Then of course, I had to ask how much the furniture cost. “$100, just to ship them over. Otherwise, they’re all free.”

Apparently, they networked their way into a community of office managers. They learned that so many venture-backed startups in the Bay, upon receiving funding, want to look like Airbnb. Founders buy the most expensive furniture – modern layouts, quirky chairs, rustic-looking tables. They also bring the creme de la creme of interior designers to help them set it all up.

But as statistics show, most of these fold every year. When they do, the last thing they want to worry about is their reminder of frivolous spending. As such, office managers end up with so many pieces of high-end furniture they just need to get rid of. Those same pieces of artisanal furniture now sat in these three founders’ living room. And it’s even crazier to know that they weren’t from the Bay. They didn’t have connections coming here, nor jobs lined up initially.

The stories didn’t stop there. In subsequent catchups, I learned of their previous hustles. Each blew my mind more than the last.

When it finally came down to it, and I had the chance to invest, I fell into the comfort of the shackles of borrowed mental models, demand for traction, metrics, the whole nine yards of what made me sound like a really smart, possibly high-browed, VC. And I said no. Today, they’re worth over nine figures, with 8-figure revenue numbers at their last funding round.

I amassed a massive anti-portfolio in my early days trusting my brain over my gut. A brain, like most, was and continues to be incapable of fully understanding the effects of the power law.

To borrow a Pat Grady lesson, any person with a head above two shoulders – in other words, a recurring practitioner of logic and reasoning – is capable of figuring out what’s wrong. But as an early-stage investor, one of the biggest mental hurdles you have to overcome, is spending more time imagining what can go really, really right. And not its counterpart.

As an investor before product-market fit, you invest belief capital, not optimization capital. You’re not putting fuel on the fire. You’re putting faith in a person – in a team – and in an insight.

Photo by Daniel Mingook Kim on Unsplash


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!


Any views expressed on this blog are mine and mine alone. They are not a representation of values held by On Deck, DECODE, or any other entity I am or have been associated with. 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.

When Should You Sell Your Shares As An Investor?

options, comparison, relative selection, when to sell

Recently, I stumbled across a captivating perspective on aphorisms via Tim Ferriss’ 5-Bullet Fridays. The Procrustean Bed. To be fair, before reading it on Tim’s newlsetter, I haven’t even heard of the concept. In one of his newsletters, he cites two incredible sources:

” ‘Something designed to produce conformity by unnatural or violent means. In Greek mythology, Procrustes was a robber who tied his victims to a bed, either stretching or cutting off their legs in order to make them fit it.’ (Source: Oxford Dictionary of English Idioms).

Nassim Taleb has a related book of aphorisms titled The Bed of Procrustes. He explains the title thusly: ‘Every aphorism here is about a Procrustean bed of sorts—we humans, facing limits of knowledge, and things we do not observe, the unseen and the unknown, resolve tension by squeezing life and the world into crisp commoditized ideas, reductive categories, specific vocabularies, and prepackaged narratives, which, on the occasion, has explosive consequences.’ “

Down the investing rabbithole

There exist a number of aphorisms in the investing world. Chief of which reads “buy low, sell high.” Public market assets are quite liquid. Hypothetically, you can cash out whenever you want. Such liquidity has paved way for psychological inconsistencies to maximize gratification. In language with unnecessary jargon redacted, the option to sell is less motivated by rational thinking but more by fear of losing money – loss aversion. If you invest $100 into the public market, you can choose if you want to cash out at $95, $90, or $120 or $200. While there is a non-zero chance of you losing your entire principal, chances are you’ll liquidate your positions before that happens.

On the other hand, private market investments are illiquid. Upon investment, there is no liquid market in which you can sell immediately. At best, you have to wait 3-5 years before a rapidly marked-up investment creates opportunities for distributions in the secondary market. In other words, cash money while companies are still private. In the private markets, your principal either appreciates in multiples, rather than percentages, or bottoms out. Any in-betweens will neither make or break your investment strategy, and are often out of your immediate control. So in this case, illiquidity is a feature, not a bug.

The notion of exiting positions as a private market investor, therefore, gravitates towards a singularity – when you make a damn good investment. The only time you really have an option to choose whether you can sell or not, when otherwise, it becomes a tax write-off or a small exit outside of your immediate control.

When should you sell?

Should you ever sell?

And if you sell, how much should you sell?

To answer all the above questions…

With the help of Shawn and Ratan, I wrote a blogpost on how to think about exiting positions at the beginning of this year. A topic of which I am still very much a rookie at, which may be quite apparent in this essay as well. Nevertheless I’m going to try to elaborate more on the notion of selling positions as an early-stage investor.

In a memo earlier this year, Howard Marks wrote that there are two main reasons people choose to sell: “because they’re up and because they’re down.”

When “they’re down”

Let’s start with the latter. When “they’re down.” Like I mentioned before, there are often very few options to sell when things are down. While I’m not proud that these investors exist in the early-stage private markets, I’ve seen and heard of some investors who try to make a last ditch effort to regain some of their principal when the startup goes south. Selling off IP. As well as assets. Or forcing the founders to make a modest exit, so that the investors cap their downside. Maybe at best, this returns them 2x on their capital (rarely the case).

But let’s say that’s the “best” case scenario. And let’s say it’s a $25M Fund I, writing $250K checks. A 2x net return means they got back $750K. $750K is far from returning the $25M fund. Not even close to doing so. You need over 30 of those “exits” to just break even for your fund. So, if you’re an investor penny pinching here, you’re in the wrong game AND you’re going to lose out on the relationships with the founding team.

Why the wrong game?

Venture is a hit-driven business. It’s not about your batting average but about the magnitude of the home runs you hit. We bat for 100x returns, which also increases the probability of misses, determined by ability to return the fund or not. If you’re optimizing for local maximums, you’d probably do better as a public market investor.

And why do relationships matter?

One, the startup world is a smaller world than you think. People gossip.

Two, statistically, first swings at bat rarely work out. In research done by Cowboy Ventures, they found 80% of unicorns had at least one co-founder with previous founding experience. Paris Innovation Review also found that “86% started their project with a partner, after having created other companies.” Two of many other studies. So, even though this venture didn’t achieve financial success for an investor, the next might. Or the one after that. Assuming you bet on the right people, it’ll just take a couple iterations before timing, market, and product also match up. If you leave on bad terms on this deal, you won’t be able to get in when things do work out.

Three, what makes early-stage investing incredible is the relationships you build along the way. The ability to learn and grow with really smart people.

When “they’re up”

The question of if to sell often leads to controversial debate. I know of some investors who never sell any of their stock. And that if they sell, to them, it is a measure of their lack of faith in a founder. And they would never want to feel that they’re betting against the founders. That’s okay if you’re an angel. But if you’re a VC, you have a fiduciary responsibility to your investors, which means you’ll eventually have to sell.

The question of when to sell is often answered in broad strokes with laws around QSBS, which states that if you hold a qualified small business stock for longer than five years, you’re not subject to capital gains taxes in the US. But should you sell in the 6th year or 10th year? And under what market conditions? Do you sell in a boom market or on the precipice of a bust market? For a company you believe in the long-term potential, regardless of short-term fluctuations, I’m a big fan of what Bill Miller said in his Q3 2021 Market Letter. “We believe time, not timing, is the key to building wealth in the [market].”

But when things are going really, really, really well, it’s okay to take money off the table, even ahead of the end of the fund’s 10-year lifespan. In fact, Union Square Ventures generally sells 15-30% of their position in their top portfolio companies to distribute back to their LPs. Fred Wilson‘s personal framework lies around “[selling] one third of the position immediately, put one third away for a long term hold, and actively manage the other third.”

To most, including myself, the goalposts for selling how much seem arbitrary. USV sold 30% of their position in Twitter to return twice the entire fund. Menlo Ventures sold almost half of their stake in Uber when Softbank offered to buy. Whereas, Benchmark sold 15% of its Uber shares. I also have really smart friends who liquidate 50% of their stake in a token if a single cryptocurrency reaches double digit percentages of their net worth.

It’s all about the opportunity cost

In a game where arbitrage matters, and the “why” matter more than the “what”, it was love at first sight when Howard Marks shared his mental model on selling. He boils it down to the simple economic concept of opportunity cost:

  1. “If your investment thesis seems less valid than it did previously and/or the probability that it will prove accurate has declined, selling some or all of the holding is probably appropriate.
  2. “Likewise, if another investment comes along that appears to have more promise – to offer a superior risk-adjusted prospective return – it’s reasonable to reduce or eliminate existing holdings to make room for it.”

In sum, the option to sell is not an isolated decision, but rather one which considers the other investment opportunities you have available to you. For a number of VCs, this breaks into the calculus of recycling carry and what to use early distributions to invest in next. If you’re a VC with consistent AND high-quality deal flow, you’d probably want to reinvest. If you’re a VC without either of the two (i.e. only consistency or quality) or an emerging angel, your goal is to get both. In having both, you then have access to relative selection.

Photo by Sina Asgari on Unsplash


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!


Any views expressed on this blog are mine and mine alone. They are not a representation of values held by On Deck, DECODE, or any other entity I am or have been associated with. 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.

What Does Signal Mean For An Early-Stage Investor?

signal, lighthouse

When winds and waves a mutual contest wage,
These foaming anger, those impelling rage;
Thy blissful light can cheer the dismal gloom,
And foster hopes beyond a wat’ry doom.

John William Smith, “The Lighthouse,” 1814


Marc Andreessen answered a few weeks back to a question that has been ringing in many founders’ minds. What product do founders want to buy from investors? For the past few years, the natural answer rose as operational expertise. A notion that still holds true for the earliest stages of starting a business when you bring on strategic angels as small checks to help you find product-market fit. As you continue down the path and start raising institutional capital, the answer becomes more and more amorphous.

On a similar note, Bryce Roberts the exact same question last year:

To which, he responded:

Why do investors look for signal in the first place? A means to de-risk a very early, and very risky bet. A product of asymmetric information. Investors invest in lines not dots, but the truth is, most investors don’t have the time – luxury or ability – to see all lines. So what they must do instead is look for specific dots – be it traction, co-investors, or founding team “legitimacy” – that would help them trace out of a line of best fit. As Precursor’s Charles Hudson wrote earlier this week,

By definition, signal should be a leading indicator of long-term business value. Yet, for most investors in the world, what they look for are lagging indicators of conviction.

The signal paradox

In the investing world, there’s a paradoxical notion of signal. Through many conversations with syndicate leads, data teams of investing platforms, and LPs, I realized a common thread. For the majority of investors in the world, at the early stages, signal comes not from the founder, but from other funders.

In a syndicate, there are three things that make a deal move fast:

  1. Great co-investors
  2. Great traction
  3. And, great team

Arguably in that order. Synonymously, as an emerging fund manager, the best way to raise from family offices* (I’ll explain below why FO’s are my reference point here) who are notoriously closed off to cold emails, you need:

  1. Tier 1 VCs as your co-investors
  2. Tier 1 GPs as your fund’s LPs
  3. Or, deals that family offices wanted to get into anyway (which isn’t mutually exclusive from the above as well)

Quite noticeably, for many investors out there, signal comes in the form of people with a proven track record already. Or to break it down even more. Signal comes in the form of familiarity. Familiarity in the form of warm intros or college classmates or pattern recognition. The easiest pattern to follow for any investor without needing to do too much diligence or requiring too much personal conviction (I know, it’s funny), but to be able to write fast checks, is other top-tier investors. If you’re a founder who’ve fundraised before, you’re probably very familiar with this notion. Consciously or subconsciously. I’m gonna bet money that you’ve been asked, “Which other investors are you talking to? And how far along the process are you with them?” Or simply, “Do you have a lead investor?”

While there are some nuances to the last question, like the inability for smaller investors to pay for legal counsel fees, to have the resources to completely diligence a startup, or just that the check size required to lead/fill the round is just too large for them, generally speaking, my argument still stands. Put nicely, for many investors, they’re looking for external validation of the product. Put harshly, that question is a band-aid approach to their inability to get to conviction.

As a founder, you have to realize that capital has become a commodity. Investors are in the business of selling money. And subsequently, making $1 become $2. Or for a great early-stage investor, $1 becomes $5. There are many ways to underwrite risk. The one that requires the least amount of new thinking, or thought leadership, is following firms who have proven their investing acumen already and consistently.

*Additional context on family offices

I specifically mention family offices above since most LPs in Fund I’s are individuals and angels. Mostly small checks. And can quickly fill up the limit the SEC has set for how many accredited investors you can have investing in your fund. And their reason to invest is based on the founding GPs – very similar to why investors would back startups at the pre-seed stage.

While some GPs do pitch to institutional LPs (i.e. endowments, pension funds, fund of funds, etc.), very, very little institutional capital goes to Fund I’s and II’s – very similar to the fact that Tiger or Coatue very rarely invest before the A. You have yet to have a track record where they can fit into their financial model. They’re underwriting a very different type of risk. And so, if you’re a Fund I GP looking for larger checks, you’re looking to generational wealth in the form of family offices, who are surprisingly closed off to cold emails. But I digress.

The surplus of “signal” in 2021

In the last year, we’ve seen some record-breaking numbers. We’ve been in an exciting boom market. There have never been more venture dollars poured into the ecosystem. In fact, there were 1,148 concurrent unicorns in 2021. Half of which were new. In comparison, 2020 minted just 167 unicorns. Just looking at the two charts from Crunchbase below, we see just how crazy 2021 was.

Source: Crunchbase
Source: Crunchbase

And quite reflectively, there have never been as many “experts” in the market. To be fair, when everyone’s portfolio and/or startup is raising consecutive rounds of funding and mark ups are a dime a dozen, psychologically, I would also feel good about myself too. Everyone’s an “expert” in a boom market, especially if a16z or Tiger is leading the round. And a16z’s done double the number of deals they did in 2020. And Tiger’s invested 4 out of every 5 business days. In full disclosure, I did feel quite proud of myself as well. Nevertheless, I do my best to stay humble in this business.

Interestingly enough, while there were more seed, pre-seed and angel dollars going into startups, progressively, less startups were getting funded. Effectively, while the overall number of dollars invested look great, less founders come to bat. A smaller top of funnel means a more concentrated funnel in consecutive rounds.

Source: Crunchbase

The truth is fundraising will get harder over the next year and valuations won’t be as high. You can expect the current market correction in the public markets to soon be reflected in the private ones. So you may need to spend 12 months longer growing into your next round’s target valuation.

So where should investors look for signal?

In fairness, I am ill-equipped to answer this question for the masses. And most likely will never be fully equipped to make generalist statements. That said, I have and will continue to share what signal looks like for me. And if you’re a founder, here’s my template to conviction.

Two weeks ago, I broke down my sense of intuition around startup investing. I won’t go too deep in this essay, but I do share a more detailed internal calculus there. To put it simply, I look for different signals across the spectrum of idea plausibility and stages.

Signal by idea plausibility

Idea PlausibilityKey QuestionContext
PlausibleWhy 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.
PossibleWhy 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.
PreposterousWhy 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.

Signals by stage

Stage of investmentKey QuestionContext
Pre-seedWhy you?The earlier you go, the less quantitative data you have to support your bet. And therefore, your bet is largely on the founder. For me, it matters less their XX years of experience, but more so their expertise. In other words, insight. Can I learn something new in my first meeting (and consecutive ones too) with them?

At the pre-seed, there is also one more key signal I look for in founders – their level of focus. Rather than wanting to do everything, can they streamline their resources to tackle one thing? What is their minimum viable assumption they have to prove before they can build their MVP (or MLP – minimum lovable product)? Startups often die of indigestion, not starvation.
SeedWhy now?By the seed stage these days, you’ve either found your product-market fit or really close to finding it. The larger your round, the more you’re feeling the pull of the market. Whereas pull can come be measured (i.e. daily organic sign ups, demand converting to supply in a marketplace, etc.), sometimes when you’re at the cusp of it, there’s a level of foresight that is required. Some leading indicator for the business often comes as a lagging indicator from industry trends. What is the inflection point(s) (political, socio-economic, technological, cultural) we are at today that is going to have compounding effects on the business?
Series AWhy this?By the time you get to the A, you’re ready to scale. In other words, what you mainly need is to add fuel to the fire. I place a larger emphasis on traction here. Admittedly for me, compared to the two earlier stages, this is more of a numbers conversation. The best founders here have a very clear picture of what worked and didn’t work for the business. They’re already familiar with their main GTM channel, but are exploring new opportunities for channel-market fit where they need capital to test.

Not incredibly pertinent yet, but founders will have started thinking about their Act II. What’s the next product they’re going to offer to secure their immortality in the market?

In closing

A simple litmus test I often share with founders on signal is:

Your ability to raise capital is directly correlated with your ability to inspire confidence in your investor that you will get straight A’s with little to no help.

This isn’t just true for myself, but also most investors out there. While the best investors out there will always be there for you in your time of need, before they decide to jump aboard the same ship with you, you need to convince them that you’re a top 10% founder. Or a top 1% in-the-making.

While I dislike using the dating analogy, it’s an apt comparison in this case. You’re not going to share your deepest, least desirable secrets on your first date. You’re also not going around saying you’re the perfect – and I underscore perfect – partner without any flaws. ‘Cause that’s as much baloney as an unknown African prince in your inbox telling you to help him secure $5 million in gold bars by helping him set up a Swiss bank account with a deposit of $10K. It’s too good to be true. In reality, you’re most likely going to share that you have a number of great qualities, but you’re still growing in many ways.

Admit what you don’t know or don’t have. As long as it’s not mission critical or the biggest risk in your business (and if it is, figure that out before you raise VC funding), the investors who truly believe in you will understand. Always err on the side of honesty, but not bravado.

‘Cause you yourself are a signal. If you’ve got your bases covered and still have to go out of your way to convince an investor or try to flip their “no”, they’re probably not worth your time.

Cover photo by Michael Denning on Unsplash


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Any views expressed on this blog are mine and mine alone. They are not a representation of values held by On Deck, DECODE, or any other entity I am or have been associated with. 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.

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!

How Do Investors Think About Early Dilution On The Cap Table?

dilution water investment

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.

  1. Angels
  2. Non-lead VCs and syndicate leads
  3. 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:

  1. Great traction
  2. Great team,
  3. 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.

Photo by Lucas Benjamin on Unsplash


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DGQ 11: Was the David from a month ago laughably stupid?

laugh fox smile

Was the David from a month ago laughably stupid?

I’m a big fan of self-deprecating humor, but this isn’t one of those moments. Rather it’s a learning moment. While the above question is a lagging indicator for personal growth, it nevertheless deserves to be measured. After all, as the great Peter Drucker would say, you cannot manage what you cannot measure.

The timeframe of evaluation

Why a month? Why not a week? Or not a year?

In the business world, there’s a concept called the rule of 72. Effectively, 72 divided by the growth rate is the time it takes to double. For instance, if you’re growing 30% month-over-month, 72 divided by 30 is 2.4. So, if you’re growing revenue at 30% every month, you’re going to double your revenue in roughly two and a half months.

It is equally as analogous for personal growth.

time it takes to shock yourself = 72 / rate of learning

Let’s say you’re a first-time founder, and you only knew 10 things about how to start a business. But every day, you learn one more thing – via podcasts, articles, blogs, classes, you name it. Give or take a 10% growth rate. You will double your knowledge in about a week. Hopefully enough to shock the you from a week prior. Or take another example, many self-help books ask you to commit to getting 1% better every day. Assuming you consistently do that, you would have doubled your experience in about 2.5 months.

That goes to say, the faster you want to grow, the shorter the timeframe should be for you to look back and reflect on your “stupidity.” For me, it is in my nature to be hungry for knowledge, and I really love learning about things I thought I knew and what I didn’t know. For now, as learning is a top priority for me, a month sounds like a reasonable timeframe to shock myself. I also use the term “stupidity” lightly and with notes of self-deprecating love.

The shock factor

But how do you measure personal growth? Something rather intangible. It isn’t a number like revenue or user acquisition. Some people might have a set of resolutions or goals that is tangible and quantitative – say read two books a month or exercise an hour four days a week. Great goals, but they are often based on the assumption that movement is progress. The two aren’t mutually exclusive, but neither are they synonymous. The former – movement – lacks retrospection.

There were, are, and will be days, weeks, and months, we may just be busy. Our schedule is packed. We’re a duck paddling furiously underwater. And we’re gasping for air. And while our body and mind are exhausted, our body and mind have not expanded. I know I’m not alone when I think to myself, “Wow, I did a lot, but I still feel like I’m not moving anywhere.”

Our brains are unfortunately also poor predictors of the future. We use past progress as indicators of future progress. But while history often rhymes, it does not repeat. Our predictions end up being guesstimates at best.

So I look into the past. I measure my own personal growth emotionally – by shock, very similar to how Tim Urban measures progress of the human race (which I included at the end of a previous essay). I don’t know what the future will hold and neither will I make many predictions of what the future will hold for me. If I knew, I’d have made a fortune on the stock market already, in startups, or on crypto already. What I can commit to is my relentless pursuit of taking risks, making mistakes, and trying things that scare the bejesus out of me. Since only by making new mistakes will I grow as a person. What I am equipped with now can be mapped out by the scar tissue I’ve accumulated.

Coming full circle, what’ll make me realize and appreciate my mistakes and failures more is knowing that as a greenhorn I was laughably stupid.

But if, in retrospect, David from a month ago sounds like quite the sensible person, my growth will have gone from exponential to linear. Or worse, flatlined.

For founders

And now that I’m thinking aloud – or rather, writing aloud (which may deserve its indictment into the #unfiltered series), this might be a great line of questions to ask founders as well.

As a founder, what was the last dumb thing you did? When was that?

And before that, what was the second most recent dumb thing you did?

And the third most recent?

There’s the commonly repeated saying in the venture world. Investors invest in lines, not dots. Two’s a line. Three’s a curve. I want to see how fast you’ve been growing and learning.

Why such a question?

  1. If we’re in it for the long run, I wanna assess how candid and self-aware you are. Pitch meetings often depict a portrait of perfection. But founders, like all humans, aren’t perfect. For that matter, neither are investors.
  2. Venture capital is impatient capital. We demand aggressive timelines, and honestly, quite toxic to most people in the world. Given that, if you’re going to learn how to hustle after investors invest, you’re going to have a tough time convincing investors. But if the hustle is already in your DNA, that bias to action lends much better to the venture model.

Photo by Peter Lloyd on Unsplash


Thank you to V. who inspired this blogpost.


The DGQ series is a series dedicated to my process of question discovery and execution. When curiosity is the why, DGQ is the how. It’s an inside scoop of what goes on in my noggin’. My hope is that it offers some illumination to you, my readers, so you can tackle the world and build relationships with my best tools at your disposal. It also happens to stand for damn good questions, or dumb and garbled questions. I’ll let you decide which it falls under.


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No One Talks About Selling

Seemingly, everyone these days – from Twitter to podcasts to blogposts (including mine) – talk about buying and investing in startups. What are best practices for investment theses? How do I pick the best companies to invest in? Conversely, how do I get picked or get allocation into hot startups? But people rarely seem to be talking about selling positions. So, if you know me, I hit up two of the smartest people I know – one early-stage, the other growth-stage. Both of whom might be familiar faces on this blog. So I asked them:

How do you think about selling a position? How much does DPI matter for your investors?

The below insights include minor edits for clarity.

The notice that you’ve all seen a million times

None of this is investment advice. This content is for informational purposes only, and should not be relied upon as legal, business, investment, or tax advice. Please consult your own adviser before making any investments.

Shawn Merani (Parade Ventures)

Shawn was instrumental in my early career growth in venture. When I met him years ago, he was still running Flight Ventures, where he wrote early checks into Dollar Shave Club and Cruise Automation and was one of the first syndicates on AngelList. There he led a network-based model of syndicate leads, which I’ve heard been described by others as a “venture partner program on steroids.” Now he’s the solo GP at Parade Ventures, a seed stage venture fund investing in enterprise-themed companies.

“I would preface all of this with the fact we have never fully exited a position before a traditional liquidity event, but more so, have managed our position given the duration of our ownership and to generate returns for our LPs and manage risk. 

“We talk to founders all the time, and foster a relationship that grows. When I was writing check sizes for 1-5% of ownership, my engagement then is very different from my engagement with founders now, where we take more concentrated bets.

“When it comes to selling, it’s about influence and information. The larger our ownership, the more information we have access to. And if a company is doing well, we don’t think about selling. In fact, it’s the exact opposite; we buy more. If things are working, we take our pro rata. In some cases, we take more than my ownership target. And founders are willing since we’ve been helping them from the beginning. We know when there’s going to be a 3-4x uptick every 12-18 months. Compounding is powerful.

“Our investors back the fund because they trust us. They don’t talk to the founders as often as we do. They trust our decision when we say we should buy more or keep our shares. There are two ways to talk about DPI:

1. Making money for your current investors, and
2. Telling the story.

“Selling is really a case-by-case scenario, and it really depends on my relationship with the founder. All the equity in which I sold so far has been before Parade. But if we know the company is doing well, we buy more. There are also holding periods to consider under QSBS, which has huge tax benefits.”

For those that are unfamiliar with the terminology, DPI means distributions to paid-in capital. Effectively, how much money you actually return to your investors versus “paper returns”. QSBS, or qualified small business stock, tax exemption allows investors in qualified businesses to avoid 100% of the capital gains tax incurred if they hold their stock for more than 5 years.

Ratan Singh (Fort Ross Ventures)

I posed the same question to someone I’ve been a huge fan of the day I met him – Ratan Singh, Partner at Fort Ross Ventures. He’s an investor in some of the most recognizable businesses today, including the likes of Rescale and Clearcover, as well as holds board seats at Blueshift and Ridecell. You may remember Ratan from a previous essay about speed as a competitive advantage for investors. And you’ll likely see him a lot more on this blog. He summed it up best in our chat when he said, “There are two reasons why an investor needs to care about DPI: time horizon and fund strategy.” Both of which are variables, not constants, between early- and growth-stage investments.

“The true metric at the end of the day is DPI. DPI is turning in money to your investors. And there are two reasons why an investor needs to care about DPI: time horizon and fund strategy.

“Let’s start with time horizon. For a seed stage fund, as you get close to the end of your fund cycle, that’s when DPI matters. What type of vintage is the fund in? In 2021, it’s going to be the 2010 and 2011 funds.

“For the majority of the time, you want to ride your winners. At the end of your time horizon, ask for a one- to two-year extension. Usually LPs want more money or their shares distributed. They’ve already waited 10 years. Two more won’t make a difference, especially if you have some big fund returners in the making.

“For fund strategy, did you meet the objectives for your LPs already? If you have, and you want to sell some of your winnable deals in your portfolio to help raise your Fund II because those are the same LPs that would re-up in your next fund, then you might consider selling.

“The worst reason to sell is that you want to take the wins you currently have since you think the market is overvalued. ‘I’m at the peak.’ Or ‘I want to take chips off the table because there’s something bad that will happen, but that is very hard to predict.’

“There were a bunch of funds at the beginning of this year that sold their entire positions. They were desperate to lock in a win. They sold because they thought the market was at the top. And, they were wrong. I’m against it. Selling early doesn’t fully realize the strategy you have put forth. For us, at the growth stage, we shoot for 48 months to an exit. If it takes longer, did we underwrite it wrong? But even if it does, the case may be that the company is growing a little slower than expected.

“At the early stage, all funds will say 2 to 3x cash-on-cash in the LP presentation. Most funds return 1 to 1.5x, on average, with most funds total DPI at 1.2 to 1.5x, which barely returns the fund. Before your time horizon, everyone likes to cite unrealized gains and mark ups because TVPI’s all they have.

“DPI matters most for funds in the top quartile – the top returners, funds with more than $500 million, or nowadays, $1 billion mega-funds. For the bottom majority of funds, early DPI won’t matter. They would be limiting their upside.

venture returns
Author’s Note: Notice that 65% of financings lost money for their investors.
Source: Correlation Ventures

“The new interesting commentary is that – where the job is getting harder – a lot of crossover funds are making binary bets. Finding the one deal that’s the next Salesforce – the next industry-defining company. And putting a lot of capital to find that one or two companies. Tiger and Coatue, still maintain that 10-12% IRR, but spend a lot to find the company that’ll be the next Databricks. Every generation has their industry-defining companies. And, they’re willing to lose it all to find that one.

“You usually don’t see this at the growth stage. It’s bad for innovation. Everyone is trying to find investments that are scaling. 1000 investments in the past year became unicorns. And there are 3000+ unicorns. Yet, the top five to seven companies are still undercapitalized.”

In closing

As we closed the selling part of our conversation, Ratan shared a great quote from an Economist article:

“Flush with cash amid a deal frenzy, what is the industry to do? One option would be to liquidate portfolios, that is, to sell more assets than it buys, in effect trying to cash in some chips when prices are high. As yet, however, this does not seem to be happening. Take the figures for three big managers, Blackstone, Carlyle and KKR. So far this year for every $1 of assets, in aggregate, that they have sold, they have bought $1.30. Although Carlyle is being more cautious than the other two firms, these figures indicate that the industry overall thinks the good times will roll on.”

In fairness, as the saying goes, the high risk, high reward. Data does show that the funds with the greatest track records have more deals that lose money than those make them more money than they invested.

Interestingly enough, there’s also a huge differential between the world’s most valuable and most funded startups. According to Founder Collective, “the most valuable companies raised half as much capital and produced nearly 4X the value!” All of which echo Ratan’s words. “The top five to seven companies are still undercapitalized.”

Source: Founder Collective

The public often looks towards invested capital as a proxy of startup performance. But the data suggests that isn’t the case. In the words of the team at Founder Collective, “capital has no insights.” One of my favorite lines from Ashmeet Sidana of Engineering Capital frames it is still: “A company’s success makes a VC’s reputation; a VC’s success does not make a company’s reputation.”

But when DPI boils down to selling on multiples at the end of the day, I often reference Samir Kaji‘s tweet on the return hurdles expected of different stages of investors. As you might guess, the return expectations of each type of fund varies based on fund strategy.

As all things in the world, exiting is just as nuanced and complicated as entering. Hopefully, the above insights will be another set of tools for your toolkit.

If this essay has inspired more questions, here are some further reading materials, courtesy of Ratan:

Photo by Visual Stories || Micheile on Unsplash


Thank you Shawn and Ratan for reading over early drafts.


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2021 Year in Review

Kintsugi.

The Japanese art of finding beauty in imperfection. More specifically, the art of mending broken pottery. Kintsugi finds an object’s value and beauty is a result of its imperfections, rather than the lack thereof.

Much like the year prior, and like for most, 2021 was a year of imperfections. What could have gone wrong went wrong. And what could have been weighed heavily on many people’s minds. It’s been a trying year for almost everyone. From Delta to Omicron, from the insurrection in January to military withdrawal from Afghanistan, from forest fires to the increase in crime in the Bay Area. Despite still wrestling with the constraints imposed by the pandemic and the broader socio-political-economic world, 2021 was the worst and best year I could have ever hoped for. The beauty was not that these events happened, but that these events led us to form deeper relationships, greater awareness for macro issues, and a general movement forward to change what hasn’t and will not work in tomorrow’s world. Simply put, I’ve never been more bullish on being human.

This year was the year of saying “Yes.” In contrast to my track record of regressing to “No.” And so far, I’m on a roll. That also means that I’m busier than ever. Nevertheless, because of my intentionality behind finding serendipitous moments in my life, I’ve had the pleasure of finding myself in a constant state of inspiration. To quote one of my good friends, who’ll appear in a blogpost soon enough: “Inspiration is the disciplined pursuit of unrelated [and unexpected] inputs.”

I wrote almost 90,000 words this year, excluding this blogpost, which for better or for worse, means I wrote just enough to fill the average nonfiction book and a half. In terms of the number of blogposts and words I’ve written, I’ve slipped in comparison to last year. Last year, I minted over 100 essays. And this year, I’m 20% shyer in quantity on both fronts. Yet, while recency bias may play a role, I’ve never been prouder of the content I’ve put out. Fundamentally, what I learned is that I have to take longer per blogpost.

My writing journey pre-2021

In 2019 and 2020, I took pride in minting a blogpost in under 24 hours at best. 48 hours at worst. I would start writing each piece during the night, right after my shower. Go to sleep. And finish editing the next morning before publishing.

Under those circumstances, while there were a number of pieces that I am still proud to have written to this date, there were many that would have been orders of magnitude better if I just let it sit for a few days longer. If I just let the content marinate a bit longer.

… In 2021

This year, unintentionally, I did just that. It started with a steep ramp up in my day-to-day schedule, rendering me unable to commit large chunks of time to sit down, write and edit. On average, each piece took 5-7 days before it went from conception to presentation. Of course, a small handful took 2-4 weeks. Equally so, there were a few on the other end of the spectrum that took less than 24 hours. But the more time I gave myself to think about each piece, the more robust each piece became. So, my process evolved as a function of my schedule.

Today, at least twice a week, I still allocate two hours to sit down, write and edit. I still find my creativity at its height right before I hit the haystack. And I still make the bulk of my edits in the morning. But I also give myself time to be bored. Time to just think with no intended purpose or goal, when I take long drives or in the shower or during a morning exercise routine. And as long as there seems to be a strong correlation between time to be bored and my creative output, I’ll continue this process in the foreseeable future.

2021’s Most Popular

Essays published in 2021, ranked by most views:

  1. How to Pitch VCs Without Ever Having to Send the Pitch Deck – One of the most insightful lessons I learned this year from an incredible serial founder. And especially useful for founders who don’t have a pre-existing investor network.
  2. Rolling Funds and the Emerging Fund Manager – A deeper dive to AngelList’s Rolling Funds and what that means for the emerging manager. Since then, I have learned some new insights on that front, which I’ll include in a future blogpost. That said, as an addendum to this blogpost, while much easier to raise capital from accredited investors, do beware of vintage quarters, especially for LPs. If you miss out on a quarter where the GP makes an incredible investment, you miss out on the carry there.
  3. Should you get an MBA as a founder? – Admittedly, this one’s ranking came as a surprise to me, but in hindsight, I know many founders, and professionals in general, wrestle with the pros and cons of advancement education as a means of career development.
  4. #unfiltered #57 True Vulnerability Is Messy – I’ve hosted a number of social experiments as well as vulnerability circles, but it wasn’t till my conversation with my good friend, Sam, that I realized what true vulnerability meant. Not the kind that’s been romanticized by Silicon Valley and the wider media.
  5. My Top Founder Interview Questions That Fly Under The Radar – Investors rarely share their rolodex of questions with founders. And understandably with good reason. But I’ve never been one to optimize for ‘gotcha’ moments. If you’re building a business that the world needs, the last thing you should be worried about is what kind of curveball questions investors can ask you. In this piece, I share my top 9 questions (outside of the usual few every investor asks) and my rationale behind each.
  6. The Smoke Signals of a Great Startup From the Lens of the Pitch Deck – From the perspective of an investor, I break down the foci points on the pitch deck depending on what stage your startup is fundraising at.
  7. Losing is Winning w/ Jeep Kline, General Partner at Translational Partners and Venture Partner at MrPink VC – One of my more contrarian posts from the insights of Jeep. What makes seemingly no sense at first glance carries a lot more depth than meets the eye.
  8. How to Find Product-Market Fit From Your Pricing Strategy – The broader business world has always found PMF through some cousin of the NPS score and/or usage metrics. While those are still extremely pertinent, I find it illuminating to view PMF through leading indicators like pricing, rather than lagging indicators, like usage.
  9. 14 Reasons For Me Not to Source This Deal – One of my more tongue-in-cheek posts about founder red flags. I imagine a large contributor to its current ranking is due to the fact that my buddy, DC, reposted this on his blog as well.
  10. #unfiltered #56 How Thirteen Technology and Thought Leaders Break Down Self-Doubt – One of my favorite blogposts I wrote this year, written during one of my most emotionally-turmoiled times. These 13 were my North Stars, when I found it hard to see the night sky. Hopefully, they might serve as yours in some capacity as well.

All-Time Most Popular

All the essays I’ve ever written, ranked by most views:

  1. 10 Letters of Thanks to 10 People who Changed my Life – Every year, during the holiday season, I write a plethora of letters of thanks to the people who changed my life in my short years of being alive so far. I wrote this piece back in 2019 sharing what I wrote word-for-word publicly for the first time. I never expected this essay alone to account for a plurality of your views. This is the only one of my now 200 blogposts that draws in readership almost every day since its inception. In 2021 alone, this one blogpost accounts for over a third of this blog’s viewership. The power law is truly incredible.
  2. #unfiltered #30 Inspiration and Frustration – The Honest Answers From Some of the Most Resilient People Going through a World of Uncertainty – Part one of two, where I ask 42 world-class professionals about their greatest motivators. I ask them two questions, but the catch is they’re only allowed to answer one of them.
  3. How to Pitch VCs Without Ever Having to Send the Pitch Deck – I imagine this one will be a repeat offender on this list. Time will tell.
  4. My Cold Email “Template” – I’ve had the fortune of meeting some of the most respectable people in the world and in their respective industries. Many of whom I met through a cold email. In this essay, I share my playbook as to how I did and do so.
  5. The Third Leg of the Race – An oldie, but a goodie. This notion is as true now as it was when I wrote it last year. The third leg of the race is always the hardest, but it’s the one that’ll decide if you win or lose.

My most memorable pieces in 2021

Because of this blog, I’ve had the chance to share my voice and thoughts, yet also pick the brains of some of the most brilliant people in the world. So I hesitate to even rank my favorites ’cause almost every blogpost I write has a special place in my heart. Nevertheless, if I had to pick and if I’m being honest, there are a handful that would go on my personal Mount Rushmore this year. In no particular order…

  • #unfiltered #56 How Thirteen Technology and Thought Leaders Break Down Self-Doubt – Same as above.
  • #unfiltered #57 True Vulnerability Is Messy – Same as above.
  • The Investor Purity Test – People in venture capital often take themselves as well as their work too seriously. And not that they shouldn’t, but everyone deserves a little satire about their job. Ours is no exception. So I created a mini quiz to see how pure you are from the woes of early-stage capitalism. Have fun!
  • #unfiltered #61 How To Host A Fireside Chat 101 – After hosting a series of fireside chats, panels, and podcast episodes (the latter yet to released), I share what I’ve learned in this essay. It includes not only how I think about asking questions during the chat, but also how I prepare for the conversation.
  • The Hype Rorschach Test: How To Interpret Startup Hype When Everything’s Hyped – In a market of noise, I break down how I think about finding the signal above it all.
  • Startup Growth Metrics that will Hocus Pocus an Investor Term Sheet – I always tell founders to lead with the metric that will “wow” an investor in every cold email and/or warm intro. Earlier this year, I broke down just what kinds of metrics and their respective benchmarks that will wow an investor.
  • Creativity is a Luxury – Back in May, I sat down with one of the most creative people I know – DJ Welch. And asked him how he regularly found inspiration. To this day, I still re-read this blogpost to help me out of a writer’s block when I’m in one.
  • #unfiltered #53 A Different Way To Count – Most people count their lives by the years that pass. But, what if our unit of measurement wasn’t years, but the number of presidents we live to see or the number of vacations we get to have with our significant other? You might see life quite differently.
  • #unfiltered #51 The Fickle Jar – I have a lot of ideas. Most of which are either completely silly, ludicrous or require time I am willing to prioritize. I’ve known anecdotally that very few actually make it past the Mendoza line. Nevertheless, thanks to my friend, I now have a visual way of tracking my promiscuity between ideas.

Photo by Riho Kitagawa on Unsplash


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