Telltale Signs of When Risk is High

jenga, risky

At the end of last week, an LP told me something quite provocative. That right now in 2024, we’re in a low-risk environment.

And in all fairness, I thought he was completely bonkers. Fear is high. Investments have slowed their pace, especially in the private markets. Markets have really yet to recover. Some believe we’ve hit the bottom and will bounce around the bottom a few times. Others think we’ve yet to see the worst of it. Hell, just yesterday, Eric Bahn tweeted the below:

Wars are raging across the world. Currency is fluctuating on a global scale. Hell, even for the average person, prices are going up at a rate unfamiliar to most people’s memory.

But his next line really made me pause. “You’re right. There’s geopolitical risk, currency risk, market risk, and valuation/pricing risk. And we can identify every single one of them. In fact, the actual risk of investing today is really low, but the perceived risk is really high. Risk is highest when you can’t tell what the risk is. That was 2020 and 2021, when you couldn’t put a finger on what kinds of risk were out there.”

And that really stuck with me. To underscore again, risk is highest when you can’t tell what the risk is.

And so paved way for this blogpost. Albeit, that last line was the punchline.

He later told me that the concept wasn’t original, but that its origin traces its way back to Ken Moelis. Regardless of the attribution, it’s worth doing a double take on.

There’s that famous Peter Drucker line, “You can’t manage what you don’t measure.” And in many ways, it is just as true for risk as it is for tasks and KPIs and OKRs.

The family office for a well-known luxury brand once told me that they like to pay the complexity premium on esoteric alternatives. To them, venture is one of those esoteric alternatives. In addition, they’re also happy to overpay during bull markets. Access to a volatile and nascent asset class, to them, deserves a premium.

But taking a step back, there may be more wisdom to it than I initially thought. In bear markets, when the risk is real and discrete, there is no complexity premium to pay. After all, you can begin to manage what you do measure. On the flip side, in a bull market, where no one really knows who will win or what the macro risks are, a premium can be and often is paid as a bet on a company’s future and insurance against a margin of error that is hard to define.

Of course, one can say that the premium is often hype-driven instead of risk-driven. But really, hype is just long-term risk donned with a new set of clothes. A short-term luxury with a buy-now-pay-later tag that comes in quarterly installments of belt-tightening and regret.

While I personally have always believed that as an investor it’s better to be disciplined and to “dollar cost average” across vintages vis a vis time diversification, there are several great investors who believe price is a trap. At the top of my head, Peter Fenton and Keith Rabois. The latter shared his thoughts earlier this year on why. At least for seed and Series A. That in summary, there is no limit on how much you pay for a great company at the seed and Series A (likely the pre-seed as well) that won’t return you multiple-fold back. And that debates on price really are leading indicators on conviction or lack thereof.

The last part of which I agree to an extent.

All that to say, I think a useful exercise to go through whenever making a major (investment) decision is to take out a notepad and write down all the risks you can think of. If you can think of it, you can probably find a way to hedge against it. On the flip side, if you’re about to make a decision and you can’t think of any risks, that’s probably the biggest risk you’ll take.

As my mom told me since I was a kid, “There’s no such thing as a free lunch.”

But if you do come up with a good list, and the world around you is still scared, and you think there might be something special in the opportunity in front of you, sometimes it pays to be bullish when others are bearish.

Photo by Naveen Kumar on Unsplash


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The views expressed on this blogpost are for informational purposes only. None of the views expressed herein constitute legal, investment, business, or tax advice. Any allusions or references to funds or companies are for illustrative purposes only, and should not be relied upon as investment recommendations. Consult a professional investment advisor prior to making any investment decisions.

The Secret to an Epic One-Liner

one liner, focus

When asked to write a complete story in just six words, Earnest Hemingway famously said, “For sale: baby shoes, never worn.” Six. Simple. Words. Words that even a first grader would understand. One can extrapolate profound meaning through not only what is explicitly said, but also what is implicitly not said. In fact, arguably, the impact of such a short statement is not in the former, but in the latter. Some people call it a hook. Others, a teaser. On YouTube, clickbait. In the world of startups, the one-liner.

I’ve written about the power of the one-liner before, as well as shared it many a time with founders at Techstars, Alchemist, CSI Tech Incubator, WEVE, and during my own office hours. Most founders I see focus on the whole pitch deck. Smarter founders focus on selling the problem and why it means a lot to them. The smartest tell a simple, but powerful story. Focus comes not from a surplus of information, but an intentional deficit. One of my favorite examples of focus comes from mmhmm’s pitch deck – the very same one that led to $31 million in funding pre-launch. While not every founder is as fortunate to have the accolades that Phil and his team has, what every founder can have is the same level of precision and focus.

Hence, quite literally, the one-liner wields an underestimated, but extraordinary power to focus.

Most founders fall in two camps. Camp A, they come up with their one-liner haphazardly – often an abbreviated and diluted version of their more complete product description. In Camp B, they fill their one-liner with every buzzword imaginable in hopes of capturing the attention of investors and customers alike.

And well… I lied. There’s a Camp C, which is some amalgamation of Camp A and B. Rather than the best of both worlds, it’s the worst.

Camp A – Brevity via dilution

Founders here try to cover as much ground as possible, using as little words as possible. If you fail, you’re left with holes in your logic, which leave your investors in confusion. And any doubt left uncovered is a recipe for rejection.

If you somehow succeed, in combining three words into one and five words into two, you leave yourself open to sounding generic.

Camp B – Sounding smart

Your one line may seem special in the moment. You’ve hit every keyword that an SEO consultant would suggest. And Google is without a doubt going to pick up on it. Seemingly so, you’ve done everything right. But for everyone who will pick it up, the only people who won’t are the people who matter. Your initial customers and your first investors.

The companies who can afford to be generic are those who have won already. The big names. Google, Facebook, TikTok, Slack. You don’t need to define what Google or Slack is to the average person. Their target audience knows exactly what you mean without you explaining it. Last I checked, Slack’s slogan is to be your “digital HQ”, which makes complete sense, given their product, but it wasn’t always that way. Slack started off as the “Searchable Log of All Communication and Knowledge” – Slack for short. And at one point, Stewart Butterfield called email the “cockroach of the Internet.” But it’s because of such provocative statements, like the latter especially, that capture the world’s attention. As such positioning in a one-liner is paramount.

You, on the other hand, assuming you’re a founder that is still very much pre-product-market fit, are fighting an uphill battle. You’re an outsider. And as such, you need to elicit emotion and curiosity in one line. Jargon just won’t cut it. It might get your investor to click on your email, and maybe even a first conversation, but rarely an investment.

Why? You’re competing with every other team that is using that exact same permutation of buzzwords. And trust me, it’s a lot. The reality and the paradox is you’re not unique, neither is your idea, until you can prove you are.

The importance of the one line

There are three kinds of investors that are immediately impacted by your one-liner, in the order of least to most impacted:

  1. Angel investors
  2. Conviction-driven firms
  3. Consensus-driven firms

As a function of their check size, angel investors make decisions quickly. Subsequently, if you can nail your 30 minute chat, their memory of you isn’t likely to atrophy over 48 hours, or until they come to an investment decision. Angels also often make their investment decisions on gut, rather than deeper diligence that firms are known for.

Why? Diligence costs money, in the form of legal fees, and time. The latter comes in the form of opportunity cost. If they’re an operator angel – a full-time founder or operator and part-time angel, they won’t have the time to spare on doing additional homework. If they’re a full-time angel, they have their hand in so many startups that spending more time on you, the founder, is keeping them from making other great and quick decisions in other founders. At the same time, many – I dare even say, most – angels index more on “signal” than actually what you’re building.

Equally so, it is also in the nature of conviction-driven firms (firms where each partner has complete jurisdiction over their investment decisions), and solo GPs, to make decisions quickly.

The party you do have to worry about is consensus-driven firms – firms that require consensus from the partnership to move forward on a decision. This is equally true for SPVs and syndicates. Here, you are playing a game of telephone – from coffee chat to partnership to second meeting to partnership meeting (if not more). With every step of friction, the likelihood for drop-off increases. The last thing you want is for your startup’s purpose and product to get lost in translation between people who haven’t even had the chance to touch it yet.

And in all of the above instances, relaying intention, not jargon, is your most powerful tool in your toolkit. What is the query or problem that your customers/users have? How can you address in the simplest but most understandable way possible?

I’ll elaborate.

The one-liner in practice

Years ago, when I first started in venture, I had the serendipity of interviewing a bike-sharing startup for the purposes of an investment opportunity. And I remember asking the founders what they did. To which, they replied, “We make walking fun.”

Needless to say, I was quite perplexed. I knew exactly what they were trying to solve. They weren’t a shoe company or a fitness app or a pedometer. The world had already seen first movers in China and India tackle this problem, but it had yet to reach the Western world by storm.

And the founders laid it out quite simply. If I chose not to take a 10-minute walk to a friend’s house, assuming I had both, would I rather drive 2 minutes, or take a 5-minute bike ride? Expectedly, I picked the latter. Rather than competing with cars which had become a rather saturated market, and neither of the founders had the chops to build a self-driving one, it’s much easier to compete with an activity everyone is forced to do – no matter how rich or poor you are. The equivalent of what Keith Rabois calls a “large, highly fragmented market.” Albeit, maybe not with the lowest NPS score out there.

Unsurprisingly, it became one of my favorite stories to share, and one I swiftly shared with many investors then. They’ve since become one of the most recognizable unicorns around. But for now, I’ll refrain from sharing the name of the company until I get permission to do so.

Lenny Rachitsky also recently came out with an incredible blogpost, which includes the one-liners of some of the most recognizable brands today, like Tinder, Uber, Instagram, and more. In the below graphic from that blogpost, you’ll realize not a single one has any jargon in it.

Positioning

The words you subsequently use in that one line determine where in the competitive landscape you lie. For instance, in the scope of messaging products, if I say email, you immediately think of Gmail or Superhuman. If I say instant messaging, you think of text, Messenger, or Whatsapp. If I mention corporate or work, you think of Slack. All of the above are messaging products, but how you frame it determines its competitors.

I’ll give another example. Say, calls. If I say call, you think of phones. On the other hand, if I say meeting, you think of Zoom or Google Meet or Microsoft teams. And if I say casual call, you think of Discord.

Your competitors aren’t who you say they are; they’re who your investors think they are.

The goal of the one-liner

The greatest one-liners elicit:

  1. Emotion
  2. Curiosity

While they should do their job of describing your product, your one-liner is your CTA. For customers, that’s downloading the app, or jumping on a sales call. For investors, it’s so that you can get them to open your pitch deck or take the first meeting. Don’t skip steps. Your one-liner won’t get you a term sheet. So, don’t expect that it will.

Your goal is to tease just enough that investors become curious and get over the activation energy of requesting or scheduling a call.

To summarize a point I elaborated on in a previous blogpost on the psychology of curiosity, there are five triggers to curiosity:

  1. Questions or riddles (i.e. a puzzle they can solve but others can’t)
  2. Unknown resolutions (i.e. cliffhangers – though not something I’d recommend for a one-liner, you’re running on borrowed time)
  3. Violated expectations (i.e. the afore-mentioned bike-sharing startup)
  4. Access to information known by others (i.e. FOMO)
  5. And reminders of something forgotten (i.e. empathy when they were founders or in the idea maze)

To share a few more examples, using Lenny’s list of one-liners:

  1. Violated expectations – Dropbox, Uber, Duolingo
  2. Access to information known by others – Tinder, Spotify, Amazon, Zillow
  3. And reminders of something forgotten – hims, Pinterest

Just like any other human, investors are prone to all of the above. Use that to your advantage. And as you might have suspected, your one-liner depends on your audience. Different people with different goals and different backgrounds will react to different triggers.

In closing

There’s a fine balance between clickbait and a great hook. A balance of expectations versus reality. If you were to take anything away from this essay, I’ll boil it down to three:

  1. You should promise just enough to get people excited and curious, but not more to the point where the reality of your actual product, or even your pitch deck, is disappointing.
  2. Less is more. The simpler your one-liner is, the easier your message will spread. No one will remember the exact words of your 7-minute pitch.
  3. Have some element of shock value to elicit curiosity – not only initially with said investor, but also with others he/she will share with.

Photo by Anika Huizinga 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, investment, business, or tax advice. Please do your own diligence before investing in startups and consult your own adviser before making any investments.

Where is Venture Money in a Market Recession

These past two years, we’ve seen many investors and founders alike lose their pricing discipline. A number of whom believed anything north of a 10-15x multiple was the new normal. Expectedly, it wasn’t here to last. And I fear there may be an overcorrection to revert back to the mean.

Signal was heavily weighted on the names of other investors, whereas it’s now weighted on strictly traction and revenue. As Samir Kaji published not too long ago, “The market reset provides a return to a rational environment where underwriting of deals has shifted away from a “growth at all costs” mentality, and inclined toward fundamental metrics such as margins, capital efficiency, and the current public market comps.”

The pandemic years

I’ve written before why it’s better to get 70% conviction, than 50 or 90%. 50% is a gamble. And for the past two years, investors made many more and much larger gambles than would have been kosher. When capital became a commodity and we saw a convergence of value adds in the early-stage investing world, one of the only differentiators between firms became more capital, better terms, or more introductions. Quantity became the selling point rather than quality. Subsequently, that also bolstered many a founder to take bigger risks.

Companies were overcapitalized. Companies then hired more talent than they needed, which meant, on average, each employee needed to do less work than previously required. It wasn’t rare that we saw the best talent out there working more than one job. In fact, in a study by Nielsen, over 50% of talent worked for two companies without either knowing. As such, we’ve the trimming of fat over the past few months with massive company layoffs.

Very few investors were going to spend an extra week or two to dig deeper – do a little more homework to get the extra 20% conviction. Why? Because if they did, they’d miss the funding window. They’d miss the opportunity to invest in the next big thing.

I also saw many founders working on 10% improvements and features, rather than building robust, 10x, non-cyclical products. Founders rushed to product-market fit, followed by massive injections to put fuel on the fire, as opposed to taking time to A/B test for channel-market fit and minimum lovable products. Founders also became less scrappy with the surplus of capital. Growth at all costs was revitalized as the memo of the future. We were left with a world that too quickly forgot the importance of cash in the bank in the few months from March of 2020 till the summer.

Where is money after the market correction?

Today, investors are going for 90%, much of that on fundamentals, rather than a technical analysis on markets. People have become more focused on the beta portfolios than the alpha in portfolios – not saying the latter isn’t important. It still is.

The good news is that there are still many more dollars to deploy. The nine- and ten-figure funds aren’t going anywhere. The bad news is while there’s technically already money allocated to invest in early-stage companies, they’re getting deployed more slowly. But we’ve seen a slowdown in the deployment of capital. And while capital calls are usually leading indicators of capital deployment schedules, they became lagging indicators in March’s slowdown.

What are capital calls? No LP keeps a massive amount of money parked in a checking account with 0% interest, aka a VC fund. So, capital calls are a VC’s legal right to call forth a portion of the money promised to them by LPs. Usually capital calls are made semi-annually.

Last year we saw capital call schedules rise from 20% to 32%. As such, timelines were compressed. Funds were deployed in 1.5-2 years. I even saw one-year deployment periods. Today, I’m anecdotally seeing funds revert to a 3-4 year timeline.

What does that mean for founders?

You should prepare for the worst. Things may turn out differently, and that’ll be great, but don’t expect it will. Over the next two years, there will only be a third to half as much capital to deploy into private companies. That also means your competition has increased two- to three-fold.

Focus on your gross margins, your customer acquisition costs (CAC), and your burn multiples. For software companies, aim for greater than 50% gross margins. Your CAC payback periods should be at most a year. And get your burn multiple to one. In other words, you bring back a $1 for every $1 you’re spending. If you’re south of that, great! Instead of raising venture money, see if you can use non-dilutive capital, aka revenue, to help you grow. For those, that are still growing north of three times per year on ARR after you hit $1M ARR, then venture capital is a very viable option.

If you’re raising a new round, show that you’ve hit your milestones and that you have a road to your next set of milestones to raise your next round in 12-18 months. If you’re raising a bridge (or preemptive) round, you’re on a tighter schedule. You need to show you can hit milestones deserving of a new round within six months or less.

Sometimes even when you have all the above, investors still won’t bat an eye. So, at the end of the day, I always go back to the sage advice my friend shared with me. Teach your investor something new. Mike Maples Jr calls it the earned secret. a16z calls it spending time in the idea maze. I don’t care what you call it. Investors pay their tuition to work alongside the best. If you want investors fighting over you, you need to show them value from Day 1.

In closing

As Paul Graham tweeted over the weekend, be contrarian.

In the past two years, when people became bullish, I became bearish. I didn’t trust myself to find signal in hot markets. For example, while I believe in the amazing potential of blockchain and the future of web3, I intentionally chose to look at consumer solutions that were not tied to the chain, unable to justify for most ideas, why the chain was necessary to solve the problem. I found many founders stumbling on a solution, then finding a problem to fit in the solution. Rather than the other way around.

Today, I’m more bullish than ever (when others are bearish). An investor will generate much more outsized alpha being in the nonobvious and non-consensus than being in the consensus. And we’re swimming in an ocean of non-consensus today. As Keith Rabois talked about earlier this year, don’t focus on just optimizing for the beta where you’ll only be optimizing for incremental returns. Focus on the alpha.

Innovation is secular to the macro-economic trends. It’s exactly in this time that I’m excited to uncover the next world-defining teams. That said, I’m looking for world-defining insights I’ve never heard of or seen before.

Photo by Jp Valery 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, investment, business, or tax advice. Please do your own diligence before investing in startups and consult your own adviser before making any investments.

The Thing About Liquidation Preferences

rock climbing, risk

Given the impending, potentially larger market correction, I’ve been thinking a lot about liquidation preferences recently. And it seems I’m not the only one.

Keith Rabois also responded:

What I’m seeing

I’ve seen three major trends over the past two months:

  1. Founders are raising on smaller multiples compared to the last round. Investors argue it’s come back to the fundamentals. Founders say it’s the market conditions. Regardless, we won’t see the same 2020 and 2021 multiples in the near future.
  2. If a startup is still growing and is cash efficient, valuations won’t have changed as drastically. David Sacks put it best when he said that founders are still going to get well-funded, if they’re:
    1. Doubling at least year-over-year.
    2. Have good margins start at 50%.
    3. CAC payback periods are a year or less.
    4. Have a burn multiple of 1 or less.
  3. Cash is king. We’ve seen it in the news all of last month. Founders are extending their runways, by reducing burn. As Marc Andreessen said 1.5 months ago, “The good big companies are overstaffed by 2x. The bad big companies are overstaffed by 4x or more.” Companies are buckling in for 18-24 month runways, if not longer.

So what?

That goes to say, if a startup isn’t growing as expected, has a high burn, AND still wants to raise an up-round a year out of their last raise, investors are adding in more downside protection provisions. Anti-dilution provisions, minimum hurdle rate expectations, blocks on IPO or M&A opportunities, and liquidation preferences. What Bill Gurley and some VCs call the “dirty term sheet.”

Now I know there’s nuance and reason behind why liquidation preferences were created. To align incentives between the founder and investor. It stops a founder from immediately “selling the business” as soon as the money is in the bank, as Matt Levine mentioned in the above tweet. It also leads to a lower fair market value in a 409a valuation as both Matt and Keith mentioned as well. A net positive for employees, who are looking for lower strike prices to exercise their options in the future.

But as an aggregate, it seems liquidation preferences are really a strategy not to lose rather than a strategy to win. Not just the 1x liquidation preference, but the 2-3x liquidation preferences I’ve been seeing in the side letters offered by VCs.

To put it into context, that means investors get 2-3x their money back before the founders and everyone else gets theirs. By the same token, investors believe that same startup is worth at least 2-3x the money they gave the founders. Again, downside protection.

How does venture differ from other asset classes?

Unlike real estate or public market stocks or bonds, venture capital is a hit-driven business. Success is not measured by percentages, but rather by multiples. High risk, high return.

In a successful venture portfolio of 50 companies, 49 could theoretically be a tax write-off, if one makes you 200 times your capital, you’ve quadrupled your fund. A respectable return for a seed stage fund. As such, liquidation preferences have little impact on fund returns. If you’ve done venture right, your biggest winners account 90% of the fund’s returns. And they are the best pieces of evidence you can use to raise a subsequent fund. Your fund returners are the greatest determinants of your ability to raise the next fund, not how much money you saved after making a bad bet. No one cares if you got your dollar back for dollars you’ve invested towards the bottom of your portfolio, or even 50 cents back on every dollar.

And when a startup wildly succeeds, liquidation preferences don’t matter since everyone is getting a massive check in the mail, far exceeding any downside protection provisions.

In closing

Of course, as always, I might be missing something here, but preferred shares feel like a vestigial part of venture capital – thanks to our history with other financial services businesses.

Photo by Patrick Hendry 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, investment, business, or tax advice. Please do your own diligence before investing in startups and consult your own adviser before making any investments.

99 Pieces of Unsolicited, (Possibly) Ungooglable Advice For Investors

cherry blossom

Back in mid-2020, I started writing a piece on 99 Pieces of Unsolicited, (Possibly) Ungooglable Startup Advice. There was no ETA on the piece. I had no idea when I would publish it, other than the fact, that I would only do so once I hit the number 99. Yet, just like how I was inspired to write how similar founders and funders are, it finally dawned on me to start writing a similar piece for investors around mid-2021. The funny thing, is though I started this essay half a year later, I finished writing it one and a half months sooner while I was still on advice #95 for the former.

Of course, you can bet your socks I’ve started my next list of unsolicited advice for investors already. Once again, with no ETA. As I learn more, the subsequent insight that leads to an “A-ha!” moment will need to go deeper and more granular. And who knows, the format is likely to change.

I often find myself wasting many a calorie in starting from a simple idea and extrapolating into something more nuanced. And while many ideas deserve more nuance, if not more, some of the most important lessons in life are simple in nature. The 99 soundbites for investors below cover everything, in no particular order other than categorical resonance, including:

  1. General advice
  2. Deal flow, theses, and diligence
  3. Pitching to LPs
  4. Fund strategy/management
  5. Advising founders/executives
  6. SPVs/syndicates
  7. Evergreen/Rolling funds
  8. Angel investing

Unfortunately, many of the below advice came from private conversations so I’m unable to share their names. Unless they’ve publicly talked about it. Nevertheless, I promise you won’t be disappointed.

As any Rolodex of advice goes, you will not resonate with every single one, nor should you. Every piece of advice is a product of someone’s anecdotal experience. While each may differ in their gravitas, I hope that each of the below will serve as a tool in your toolkit for and if the time comes when you need it most.

To preface again, none of this is legal 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.

General advice

1/ To be in venture capital, you fundamentally have to be an optimist. You have to believe in a better tomorrow than today.

2/ “Everyone has a plan until they get punched in the mouth.” – Mike Tyson. Told to me by an LP who invests in emerging and diverse managers.

3/ Have good fluidity of startup information. “No founder wants to meet a partner and have to answer the same questions again and again. Best partnerships sync and with every discussion, process the questioning.” – Harry Stebbings

4/ The lesson is to buy low, sell high. Not to buy lowest, sell highest.

5/ “The New York Times test. Don’t do anything you wouldn’t want to see on the front page of the NY Times.” – Peter Hebert

6/ “It takes 20 years to build a reputation and five minutes to ruin it.” – Warren Buffett

7/ When you’re starting off as an investor, bet on one non-obvious founder – a real underdog. Support them along their entire journey. Even if there’s no huge exit, the next one will be bigger. When their VPs go off and start their own businesses, they’ll think of you first as well.

8/ When planning for the next generation of your firm’s successors, hire and mentor a cohort of brilliant investors, instead of focusing on finding the best individual. Investing is often a lonely journey, and it’s much easier to grow into a role if they have people to grow together and commiserate with.

9/ “When exit prices are great, entry prices are lousy. When entry prices are great, exit prices are lousy.” – David Sacks

10/ Illiquidity is a feature, not a bug. – Samir Kaji

11/ Three left turns make a right turn. There is no one way to break into VC. Oftentimes, it’s the ones with the most colorful backgrounds that provide the most perspective forward.

12/ “Whenever you find yourself in the majority, it is time to pause and reflect.” As an early stage investor, I find Mark Twain’s quote to be quite insightful.

13/ “It’s not about figuring out what’s wrong; it’s about figuring out what is so right. The job of an investor is to figure out what is so overwhelmingly great, or so tantalizingly promising that it’s worth dealing with all the stuff that’s broken.” – Pat Grady retelling a story with Roelof Botha

Deal flow, theses, and diligence

14/ Notice your implicit cognitive biases. Investors tend to fund more founders where they ask promotion questions than those asked prevention questions.

15/ Track your deal flow. Here’s how I track mine. Another incredible syndicate lead with over 5x TVPI (total value to paid in capital) I met keeps it even simpler. A spreadsheet with just 4 columns.

  • Company
  • Valuation in
  • Valuation out
  • Co-investors – This is where you start sharing deal flow with each other here.

16/ One of your best sources of deal flow might not be from other investors, but those who are adjacent to the venture ecosystem, like startup lawyers and VC attorneys.

17/ A WhatsApp group with your portfolio is a great tool for diligencing investments, not as much for sourcing deals.

18/ “Decide once you have 70% conviction.” – Keith Rabois. Don’t make decisions with 40% conviction since that’s just gambling. Don’t wait till 90% conviction because you’ll miss the deal for being too slow.

19/ Ask questions to founders where they show grit over a repeated period of time. They need to show some form of excellence in their life, but it doesn’t have to be in their current field. From a pre-seed manager with 3 unicorns in a portfolio of 70.

20/ As an emerging manager, one of the best reasons for investing in emerging markets: Do you want to see the deals that the top 0.1% see? Or do you want to see the deals that the 0.1% passed on? From the same pre-seed manager with 3 unicorns in a portfolio of 70.

21/ Every day, open your calendar for just one hour (two 30-minute slots) to founders you wouldn’t have had otherwise. Your network will compound. From a manager who’s invested in multiple unicorns and does the above from 10-11PM every night.

22/ The bigger your check size, the harder you have to fight to get into the round.

23/ The best investors frontload their diligence so they can have smarter first conversations with founders.

24/ Perform immersion-based diligence. Become super consumers and super users of a category, as close as you can get to subject-matter experts. That way you know very quickly after meeting a founder if their product is differentiated or unique. While you’re at it, write 2-3 page bug report stress-testing the product. Founders really do appreciate it.

25/ “There is no greater compliment, as a VC, than when a founder you passed on — still sends you deal-flow and introductions.” – Blake Robbins quoting Brett deMarrais of Ludlow Ventures

26/ When a founder can’t take no for an answer and pushes back, “I always have to accept the possibility that I’m making a mistake.” The venture business keeps me humble, but these are the benchmarks that the team and I all believe in. Inspired by JCal and Molly Wood.

27/ Win deals by “sucking the oxygen out of the air.” In investing there are two ways to invest: picking or getting picked. Picking is naturally in a non-competitive space. Getting picked is the exact opposite. You have to eat competition for breakfast. And when you’re competing for a deal everyone wants to get into, you have to be top-of-mind. You need to increase the surface area in which founders remember you, not just to take their time, but to be really, really valuable in as much time as you can spend with them. Inspired by Pat Grady on an anecdote about Sarah Guo.

Pitching to LPs

28/ Surprises suck. On Samir Kaji’s podcastGuy Perelmuter of GRIDS Capital once said: “There’s only one thing that LPs hate more than losing money. It’s surprises.” More here.

29/ Fund I: You’re selling a promise.
Fund II: You’re selling a strategy.
And, Fund III: You’re selling the returns on Fund I.

30/ Steven Spielberg didn’t know what E.T. should look like, so he had everyone write down people they respected. And so E.T. looked a bit like everyone on that list, including Carl Sandburg, Albert Einstein and Ernest Hemingway. In a very similar way, come up with a list of your ideal LPs. And create a fund based on what they like to see and what you can bring to the table. Oftentimes, it’s easier to ask them for personal checks than checks out of their fund.

31/ Ask the founders you back for intros to their other investors as potential LPs in your fund.

32/ The return hurdles for LPs are different per fund type:
*subject to market motions. Timestamped in Sept 2021 by Samir Kaji

  • Nano-fund (<$20M): 5-7x+
  • Seed fund: 3-5x+
  • Series A: 3x+
  • Growth: 2-2.5x+
  • Crossover/late growth (driven by IRR, not multiples): 10-12%+

33/ “If you know one family office, you know one family office.” Said by one of the largest LPs in venture funds. Each family office situation is uniquely different.

34/ Family offices are surprisingly closed off to cold emails, but often share a lot of deal flow with each other. Have co-investors or founders introduce you to them.

35/ It takes on average 2 months for an institutional LP to do diligence and reference checks. Plan accordingly.

36/ LPs look for:

  • Track record (could be as an individual angel as well)
  • Value add
  • Operational excellence

37/ Data shows that first-time/emerging managers are more likely to deliver outperformance than their counterparts, but as one, you still need to show you have experience investing.

38/ People, including LPs, tend to remember stories, more than they do data. Teach your LPs something interesting.

39/ LPs have started looking more into two trends: private investments and impact/ESG initiatives. By nature of you reading this blogpost, you’re most likely the former already. The latter is worth considering as part of your thesis.

40/ Every coffee is worthwhile in some form.

41/ LP diligence into VCs break down into two types: investment and operational DD.

  • Investment DD includes team, incentive alignment, strategy, performance, current market, and terms/fees.
    • Team: What does leadership look like? How diverse are you?
    • Alignment: Do you have performance-based compensation?
    • Strategy: What sectors are you investing into? What does your underwriting discipline look like?
    • Performance: What do your exits look like? Are you exits repeatable?
    • Market: What are the current industry valuations? Economies of scale?
    • Terms/fees: Are they LP friendly? Are the fees based on alphas or betas? Are they aligned with your value add?
  • Operational DD includes business model, operational controls, tech platforms, service providers, compliance and risk.

42/ If you’re pitching to other venture funds to be LPs, say for $250K checks, larger funds (i.e. $1B fund) typically have fund allocations because check size is negligible. And a value add as deal flow for them at the A. Whereas, smaller funds don’t because it is a meaningful size of their fund. So, GPs write personal checks.

43/ If you’re planning to raise a fund, think of it like raising 10 Series A rounds. For most Series A rounds, a founder talks to about 50 investors. So for a Fund I, you’re likely to talk to 500 LPs to close one.

44/ Send potential LPs quarterly LP updates, especially institutions. Institutions will most likely not invest in your Fund I or II, but keep them up to date on the latest deals you’re getting into, so you’re primed for Fund III.

45/ Family offices want to get in top funds but most can’t because top funds have huge waitlists. Yet they still want access to the same deals as top funds get access to. They’re in learning mode. Your best sell to family offices is, therefore, to have:

  • Tier 1 investors as your fund’s LPs
  • Tier 1 investors as co-investors
  • Deals that they wanted to get into anyway

46/ Your Fund I LPs are going to be mostly individual angels. They believe in you and your promise, and are less worried about financial returns.

47/ Institutional LPs are looking for returns and consistency. If you say you’ll do 70% core checks and 30% discovery checks, they’re checking to see if you stick to it. Institutions aren’t in learning mode, instead you as a fund manager fit into a very specific category in their portfolio. Subsequently, you’re competing with other funds with similar foci/theses as you do.

48/ Be transparent with your IRRs. If you know you have inflated IRRs due to massive markups that are annualized, let your (potential) LPs know. For early stage, that’s probably 25-30%+. Especially when you’re in today’s frothy market (timestamped Jan 2022). Or as Jason Calacanis says it for his first scout fund that had crazy IRRs, “It’s only down from here.”

49/ Don’t waste a disproportionate amount of time convincing potential LPs about the viability of your thesis. Shoot for folks who can already see your vision. If you manage to convince an LP that didn’t previously agree, they may or may not end up micromanaging you if your thesis doesn’t work out as “expected.” Inspired by Elizabeth Yin.

50/ “The irony for us was LPs asking about portfolio construction was a sign that the meeting was going poorly.” – Jarrid Tingle.

51/ Institutional LPs prefer you to have a concentrated startup portfolio – less than 30 companies. They already have diversification across funds, so they’re maximizing the chance that their portfolio has fund returners. That said, you’re probably not raising institutional capital until Fund III. Inspired by Jarrid Tingle.

52/ If you’re an emerging manager with a fund is less than 4 years old, boasting high IRR (i.e. 50%+) is meaningless to sophisticated and institutional LPs. Focus on real comparative advantages instead. – Samir Kaji.

53/ When raising early checks from LPs, ask for double the minimum check size. Some LPs will negotiate down, and when they only have to commit half of what they thought they had to, they leave feeling like they won.

54/ When potential LPs aren’t responding to your follow ups/LP updates, send one more follow up saying: “I am assuming you are not interested in investing into our fund. If I am wrong, please let me know or else this will be your last update.” Told to me by a Fund III manager who used this as her conversion strategy.

55/ It’s easier to have larger checkwriters ($500K+) commit than smaller checkwriters (<$100K). $500K is a much smaller proportion of larger checkwriters’ net worth than checkwriters who write $100K checks. And as such, smaller checkwriters write less checks, have less “disposable income”, and push back/negotiate a lot more with fund managers before committing. Told to me by a Fund III manager.

Fund strategy/management

56/ As an investor, if you want to maintain your ownership, you have to continue requesting pro-rata rights at each round.

57/ Your fund size is your strategy. – Mike Maples Jr.

58/ “Opportunity funds are pre-established blind pool vehicles that eliminate the timing issues that come with deal-by-deal SPVs. Opportunity funds sometimes have reduced economics from traditional 2/20 structures, including management fees that are sometimes charged on deployed, not committed capital. Unlike individual SPVs, losses from one portfolio company in an opportunity fund offset gains from another when factoring in carried interest.” – Samir Kaji. See the full breakdown of pros and cons of opportunity funds here.

59/ There are two ways to generate alphas.

  1. Get in early.
  2. 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.

60/ Sometimes being right is more important than being in the non-consensus. Inspired by Kanyi Maqubela.

61/ There are three kinds of risks a VC takes:

  1. Market risk as a function of ownership – What is the financial upside if exit happens? Is it meaningful enough to the fund size?
  2. Judgment risk – Are you picking the right companies?
  3. Win rate risk – How can you help your portfolio companies win? What is your value add?

62/ By Fund III, you should start having institutional capital in your investor base.

63/ The closer you get to investing in growth or startups post-product-market fit, the closer your capital is to optimization capital. Founders will likely succeed with or without you, but your name on the cap table will hopefully get them there faster and more efficiently.

64/ If you’re a traditional venture fund, you have to invest in venture-qualifying opportunities, like direct startup investments. But you can invest up to 20% of your fund’s capital in non-venture-qualifying opportunities, like tokens/SAFTs (simple agreement for future tokens), real estate, secondaries, and so on.

65/ If increased multiples coming out of various vintage funds, feel free to deviate from the normal 2-20. Many funds have 25 or 30% carry now, or accelerators where 20% scales with multiples (and often with a catch-up back to 1.0x at higher carry). – Samir Kaji

66/ Normally, fund managers take 2% management fees, usually over 10 years, totaling 20% over the lifetime of the fund. These days, I’m seeing a number of emerging managers take larger management fees over less years. For example, 10% as a one-off. Or 5% over 2-3 years.

67/ “The razor I apply to investing and startups is that every decision that increases your probability of wild outlier success should also increase your probability of total failure. If you want to be a shot at being a 10x returning fund? You’ll have to take on the higher likelihood of being a 1x. If you think you’re going to build the next Stripe? You’re going to have to run the risk of going nowhere.” – Finn Murphy

68/ “We typically seek to liquidate somewhere between 10% and 30% of our position in these pre-IPO liquidity transactions.” – Fred Wilson. Similarly, Benchmark sold 15%; First Round sold ~40%; Menlo Ventures sold ~50% of their Uber stakes pre-IPO. Investing is not only about holding capital till the end but thinking about how to return the fund, as well as how to position yourself well to raise your next fund.

69/ The longer you delay/deprioritize having diverse partners, the harder it’ll be to hire your first one.

Advising founders/executives

70/ A founder’s greatest weakness is his/her/their distraction. Don’t contribute to the noise.

71/ It’s far more powerful to ask good questions to founders than give “good answers”. The founders have a larger dataset about the business than you do. Let them connect the dots, but help them reframe problems through questions.

72/ You are not in the driver’s seat. The founder is.

73/ A great reason for not taking a board seat is that if you disagree with the founders, disagree privately. Heard from a prolific late-stage VC.

74/ Advice is cheap. Differentiate between being a mentor and an ally. Mentors give free advice when founders ask. Allies go out of their way to help you. Be an ally.

75/ The best way to be recognized for your value-add is to be consistent. What is one thing you can help with? And stick to it.

76/ Productize your answers. Every time a founder asks you a question, it’s likely others have the same one. Build an FAQ. Ideally publicly.

77/ If you have the choice, always opt to be kind rather than to be nice. You will help founders so much more by telling them the truth (i.e. why you’re not excited about their business) than defaulting on an excuse outside of their control (i.e. I need to talk with my partners or I’ve already deployed all the capital in this fund). While the latter may be true, if you’re truly excited about a founder and their product, you’ll make it happen.

78/ Help founders with their firsts. It doesn’t have to be their first check, but could also be their first hire, engineer, office space, sale, co-founder, team dispute, and so on.

79/ There are four big ways you can help founders: fundraising, hiring, sales pipeline, and strategy. Figure out what you’re good at and double down on that.

80/ Focus on your check-size to helpfulness ratio (CS:H). What is your unique value add to founders that’ll help them get to their destination faster? Optimize for 5x as a VC. 10x as an angel.

81/ “The job of a board is to hire and fire the CEO. If you think I’m doing a bad job, you should fire me. Otherwise, I’m gonna have to ask you to stay out of my way.” – Frank Slootman to Doug Leone after he was hired as CEO of ServiceNow.

SPVs and syndicates

82/ The top syndicates out there all have 3 traits:

  1. Great team
  2. Great traction
  3. Tier 1 VC
    • If your deal has all of the above, and if you raise on AngelList, your deal is shared with the Private Capital Network (PCN), which AngelList’s own community of LPs and investors, a lot of which are family offices, who allocate at lest $500K of capital per year.

83/ If you’re raising an AngelList syndicate, you need to raise a minimum of $80K or else the economics don’t really make sense. AL charges an $8K fee.

84/ If you want to include Canadian investors in your syndicate, for regulation purposes, you need to invest 2% of the allocation size or $10K.

85/ Investing a sizeable check as a syndicate lead (e.g. $10K+) is good signal for conviction in the deal, and often gets more attention.

86/ 99% of LPs in syndicates want to be passive capital because they’re investing in 50 other syndicates. You can build relationships individually with them over time, but don’t count on their strategic value.

87/ Historically, smaller checkwriters take up 99% of your time. Conversely, your biggest checkwriters will often take up almost no time. Even more true for syndicates.

88/ LPs don’t care for deals where syndicate leads have time commitment without cash commitment.

89/ Don’t give LPs time to take founders’ time. Most of the time LPs don’t ask good questions, so it’s not worth the effort to set up time for each to meet with founders individually. On the other hand, a good LP update would be to host a webinar or live Q&A session. One to many is better than one to one.

90/ There’s a lot of cannibalism in the syndicate market. The same LPs are in different syndicates.

91/ Choose whether you will or will not send LP updates. Set clear expectations on LP updates. And if you do, stick to that cadence. The people who write you the $1-5K checks are often the loudest and demand monthly updates. If you choose not to, one of my favorite syndicate leads says this to their LPs, “We won’t give any LP updates. I’ve done my diligence, and I won’t give information rights. I have a portfolio of hundreds of deals, and I can’t be expected to give deal-by-deal updates every month or every quarter. So if you are investing, just know you’re along for the ride.” Some LPs won’t like that and won’t invest, but mentioning that upfront will save you from a whole lot of headaches down the road.

92/ If you’re setting up an SPV to solely invest in a fund (or where more than 40% of the SPV is going into the fund), all your SPVs can’t against the 249 LPs cap on a fund <$10M and a 99 cap on a fund >$10. But you can invest in funds if you’re setting up an SPV to invest in more than one fund. Context from Samir Kaji and Mac Conwell.

Evergreen/Rolling funds

93/ Just like vintage years/funds are important for traditional funds, vintage quarters matter to your LPs. If they didn’t give you capital during, say Q2 of 2021, when you invested in the hottest startup on the market, your Q1 and your Q3 LPs don’t have access to those returns.

94/ Whereas GPs typically make capital calls to their LPs every 6 months, AngelList’s Rolling Funds just institutionalized the process by forcing GPs to make capital calls every 3 months.

Angel investing

95/ “The best way to get deal access isn’t to be great with founders—it’s to have other investors think you’re great with founders. Build a high NPS with investors, since they have meaningfully more reach than an operator. But of course, fight hard to be great with founders too or else this will all crash down.” – Aaron Schwartz

96/ Make most of your personal mistakes on your own money as an angel (before you raise a fund).

97/ When you’re starting off, be really good at one thing. Could be GTM, growth, product, sales hires, etc. Make sure the world knows the one thing you’re good at. From there, founders and investors will think of you when they think of that one thing. Unless you’re Sequoia or a16z, it’s far better to be a specialist than a generalist if you want to be top of mind for other investors sharing deal flow.

98/ “As an angel investor, it’s more important to be swimming in a pool of good potential investments than to be an exceptionally good picker. Obviously if you’re able to be both, it’s better 🙂 but if you had to choose between being in a position to see great deals and then picking randomly, or coming across average deals and picking expertly, choose the former.” – Jack Altman

99/ “Just like the only way to get good at wine is to drink a lot of wine. The only way to get good at investing is to see a lot of deals.” – Lo Toney.

Photo by Nature Uninterrupted Photography on Unsplash


Disclaimer: 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.


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


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.

Why Product-Market Fit Is Found In Strategically Boring Markets

streets, ordinary, boring

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).

While Keith Rabois could have very much built Opendoor in Silicon Valley, where more and more people were buying homes to be close to technological hubs, he led the early team to test their assumptions in Phoenix, Arizona. On the same token, Nikita Bier started tbh, not in the attention-hungry markets of LA, but in high schools in Georgia.

“Boring” virtual real estate

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…

BlogsSpreadsheets
HubSpotNerdWallet
GlossierSkyscanner
GrouponStitch Fix
MattermarkFlexiple
Ghost

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.

Photo by rawkkim on Unsplash


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Two Types of Investments

Last week, I wrote an essay about the importance of brand-building for a VC. In it, I reference Fred Destin’s tweet. This post is more or less of a part 2 to the notion of “picking” versus “getting picked”.

As an early-stage investor, and even more so as a scout, where it is my job to qualify leads at the top of the funnel, there are 2 types of investments:

  1. Founders you pick
  2. And founders who pick (you)

The former is in order to build your brand. The latter is a result of the brand you built.

So for some additional context, in the last two days, I just had to ask a few investors who dance around this phenomenon and have a track record for winning outsized returns.

What I learned

In my email conversations with them, here’s what I learned:

On picking:

  • “Picking startups” is thesis-driven. “Getting picked” is value-driven. It’s not mutually exclusive. In fact, in many cases, it’s symbiotic.
  • “Picking” startups, especially at the earlier stages (i.e. pre-seed, seed), often comes down to if you can get conviction faster than anyone else.
  • The earlier the stage an investor invests in, the more likely he/she will focus on “picking” the founders. For instance, angels, pre-seed, and seed investors.
  • If an investor typically leads rounds, they are more likely to be “picking” as well.
  • Markets also matter. If the startups exist in a new market or are attempting to create that market, investors also spend more time “picking”.

On getting picked:

  • In situations where investors “get picked” and founders have leverage, valuations end up skyrocketing with larger rounds and less dilution. In effect, may misalign incentives between founder and investor.
  • For many, it’s a dichotomy they might reflect on when doing fund and deal flow analysis, but not as a pre-meditated approach.
  • For non-lead investors (i.e. angels, rolling funds, etc.), many of whom don’t have a huge brand yet, there is incredible value in empathy and operating experience, which often give you an edge over traditional VCs. Especially since you can’t compete with their check sizes.
  • To “get picked”, build relationships before founders need to raise. Be high-value, actionable, and timely. Hustle like the founders do.
  • Be differentiated. If you have the same thesis/brand/network as every other VC out there, you will just be another number, but never THE number – the signal for a founder among the noise. You don’t have to be unique on every variable (thesis, brand, network, operating experience, etc.), but you have to be stellar and unique in at least one.
  • Help founders with their “firsts” – first hire, first fire, first fundraise, etc. So that you will be the first fund they think of when they raise/need help.

Finding meaning in investments

If I could paraphrase the words of Keith Rabois of Founders Fund in his recent conversation with Jason Calacanis, picking and getting picked analogizes to:

  1. Investment you took a bet on when everyone else turned in the other direction
    • Where “your decision to invest in the company made a meaningful difference in their potential”.
  2. Investment where the company was going to get funded regardless of your investment, but your advice, resources and/or network sped up the escape velocity of that startup in a meaningful way

Keith was early into Airbnb, Palantir, and Wish, when others were doubtful on the product thesis. And it contrasted with his rationale to invest in Max Levchin‘s Affirm. He elaborates on the pod that Max might have gotten larger checks on better terms than he did with Keith. But Max chose Keith for the value Keith could bring to the table.

In closing

As Miami Heat’s Hall of Famer Pat Riley once said, “When you leave it to chance, then all of a sudden you don’t have any more luck.” Investing is all about being intentional. Whether an investor “picks” or “gets picked”, they set themselves for opportunity. In the words of Seneca, “luck is where opportunity meets preparation.” Preparation being the keyword. And for a VC, that includes:

  • A robust network (deal flow + potential hires + potential startup customers/partners + downstream investors),
  • Brand (network + content + knowledge/experience + track record),
  • Resources,
  • And a thesis.

Photo by Mario Mendez on Unsplash


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Fantastic Unicorns and Where to Find Them

As a venture scout and as someone who loves helping pre-seed/seed startups before they get to the A, I get asked this one question more often than I expect. “David, do you think this is a good idea?” Most of the time, admittedly, I don’t know. Why? I’m not the core user. I wouldn’t count myself as an early adopter who could become a power user, outside of pure curiosity. I’m not their customer. To quote Michael Seibel of Y Combinator,

… “customers are the gatekeepers of the startups world.” Then comes the question, if customers are the gatekeepers to the venture world, how do you know if you’re on to something if you’re any one of the below:

  • Pre-product,
  • Pre-traction,
  • And/or pre-revenue?

This blog post isn’t designed to be the crystal ball to all your problems. I have to disappoint. I’m a Muggle without the power of Divination. But instead, let me share 3 mental models that might help a budding founder find idea-market fit. Let’s call it a tracker’s kit that may increase your chances at finding a unicorn.

  1. Frustration
  2. The highly fragmented industry with low NPS
  3. Right on non-consensus
Continue reading “Fantastic Unicorns and Where to Find Them”