Anecdotal Telltale Signs of Exceptionalism

dune, sand, great

I’ve been lucky enough to meet a number of founders and fund managers over the years. Many of which I probably have no business of meeting and getting to know. And I count myself fortunate every day to have the opportunities to do so.

Nevertheless, and as an FYI, all of this is completely anecdotal. Maybe at some point I’ll find data to support this. Hell, maybe there’s already data on this. But as is the perk of this blog, I get to write about just things on my mind.

Per some recent conversations with friends, having already shared with them, thought I’d share the below. Some telltale signs I’ve noticed in founders and fund managers that are world-class before the rest of the world knows it:

  • Highly responsive. It’s insane to think about this given their busy lives. But the folks I’ve been lucky to invest in and (gosh darn it) passed on who’ve gone on to create hundreds if not thousands of jobs respond remarkably fast. Sometimes within minutes of me sending them a message/email. But on average before half the day is over. I will say I’m personally slipping here a bit as of late. But I guess, that just means I’m not world-class by my own definition. Many seem to be night owls, at least when they’re still hustling. I’m not personally sure if they’re working deep into the night, but at least, they’re responding to me at 2AM, and I’m trying to figure out what they’re doing then.
  • They exercise in the morning, or have a morning routine that they do every day without fail, even when on vacation. It could be writing, journaling, making that morning cup of espresso just right, or making breakfast for their kids EVERY morning. It’s ritualistic, so that they perform just as well on the first meeting of their day as they do their last.
  • Operationally disciplined. They’re really good at saying no. They set clear boundaries. Often times, boundaries that most people have not heard of. And many, even after hearing them, may find bizarre or strange. But in an odd way, they make a lot of sense if you give them the time of day. I was calling a friend recently on this, and he was sharing that he’s not the kind of friend that most people want. He doesn’t show up at birthday parties or celebrations. He also doesn’t post to socials regularly to congratulate friends on promotions or otherwise. But he aimed to be, and ends up being the first call friends make when shit hits the fan. And because of that practice, he can be laser focused on his priorities every day.
  • They’re really good at using analogies. In many ways, it’s the classic 7-year old test or the grandma test. They’re extremely high context individuals in a lot of different disciplines. And if I were to define it (not original, but I forget the attribution, might be Tim Urban), high context individuals are those that are well-versed on a given subject. Low context folks are those are out of the loop. For example, a PhD in neuroscience is high context on how different reward systems affect dopamine, but possibly low context on Marvel Cinematic Universe lore. And when someone is high context in not just one area but in a lot of areas — in other words, people might call them polymaths, or at the very least, well-read — it’s easy for them to pull analogies in ways that best help relay what they want to say to the other person’s ears. Like a crypto founder (probably one might be able to guess who) who once described to me one-way hash functions as putting fruits in a blender. Or Josh Wolfe who describes the battle of ethics in a company a battle between intentions and incentives. Or that society is a constant battle between deception and detection.
  • They ask really good questions. Questions you’ve likely never heard asked before. And many can get to proficiency on any subject quite quickly. Largely, probably because of how they think and how they eventually arrive at an answer.
  • Words are used intentionally and with specificity, and rarely, if ever, use amorphous terms and superlative adjectives. Like success, community, unique, compelling, unfair advantage, best, better, and so on. And if they do, they are quick to define what they personally mean when they use those words.

Photo by Linhao Zhang 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!


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.

Thesis is a Lagging Indicator of Outperformance

thread, yarn, pull

In the process of catching up with a number of fund managers this week, I was reminded of two things:

  1. That I still have an outstanding blogpost on intuition and discipline sitting on my desk, having gone through more revisions than I would like
  2. That Fund I’s mostly start by drawing trendlines in your previous portfolio’s winners.

Now it’s not my job to call anyone out, but many of those I caught up with this week, told me in confidence (no longer in confidence now that I’m writing about it) that their best investments were simply due to being in the right place at the right time. That they were lucky. Others invested often off-thesis to accommodate for a brilliant founder that looked and sounded like nothing they had seen before. Then retroactively, went back to LPs in a subsequent fundraise armed with the knowledge to account for their previous outlier.

Chris Paik once wrote, ““Invest in companies that can’t be described in a single sentence.”

Josh Wolfe said last year, “We believe before others understand.” And sometimes the investor themselves may not fully grasp what makes someone special other than that person is special.

Other times the company in which you initially bet on may not look like the company that earns you the most capital. As Mike Maples Jr. once said, “90% of our exit profits have come from pivots.

Of course, many LPs don’t want to hear that. They want to hear that you know exactly what you’re doing. That you can predict the future. But you can’t. In many ways, VCs invest in what stays the same. Not what changes. Human nature. Great hires. Network effects. Talent pools. Intellectual curiosity. Rigor. It’s a long list.

An amazing VC once told me. The job of a VC is to:

  1. Have a wide enough aperture so enough light can come in
  2. But have a fast enough trigger finger to catch the light, the reflections, the shadows just at the right time so that you get a good enough shot.

The rest is all done in the editing room, where you massage the photo with your expertise and experience to help it stand out.

I love that line. But simply put, the job of a VC is to:

  1. Cast a wide enough net so that you can see as many great companies as you can,
  2. Have the ability and awareness to know a great company when you see it.

After all, as an investor, you don’t have to invest in every great company, but every company you invest in must be great. Big anti-portfolios don’t mean much in this world if you can still get great returns.

All that to say, the job of an angel is to increase the surface area for luck to stick. And once enough do, a thesis blossoms.

A thesis, at the end of the day, is retroactive. And the best thing a fund manager can do is that the thesis the fund ends on is as close as possible to the initial. As LPs, it is our job to bet on the future of the thesis and the discipline of the fund manager. Both are equally as important. If things do change, a fund manager must preemptively communicate strategy drift and do so in the best interest of their investors.

It’s not ideal in many cases. For individual LPs and smaller family offices, strategy drift matters less. For large institutional LPs, it matters more. Because the latter don’t want you to be investing in the same underlying asset as other funds they’re invested into are.

Photo by Kelly Sikkema 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!


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.

Are You Fishing in a Pond? Or Excavating a Pond?

fishing

The other day, I had a super insightful conversation with one of my awesome teammates here at Alchemist Accelerator about access and exposure. The difference between accelerators and emerging early-stage managers.

I’ll preface that for investors, particularly emerging managers, the three things you need to win are sourcing, picking, winning. And to be a GP, you need at least two of the above three. But for the purpose of this blogpost, I’m only focusing on sourcing.

I’ll also preface with the fact that I may be biased. I started in venture at SkyDeck, an accelerator. Additionally, I advise at a bunch of studios, incubators and accelerators. Moreover, I worked at On Deck when we launched our accelerator. And now, I’m here at Alchemist Accelerator.

I truly love early-stage programs. The earlier the better.

Instacart’s recent IPO is a clear example of venture returns compared to the public market equivalent as a function of stage. The earlier you invest, the more alpha you generate to your most liquid comparable.

Source: Axios

It’s the difference between a market maker and a market taker. A price maker and a price taker.

Though admittedly, one day, this too may become saturated, just like how venture capital went from 50-60 funds in ’07 and ’08 to now over 4000 in 2023. Do fact check me on exact numbers, but I believe I’m directionally accurate.

Let me give a more concrete example. Harvard is a phenomenal institution. And there’s a Wikipedia page full of breakout Harvard alums. But as an LP, if 50% of your managers, despite having different theses, all have half their portfolio as Harvard alums, then you as the LP are overexposed to the same underlying asset. The same is true for Stanford. Or seed or Series A funds investing in YC founders. All great institutions, but you’re not getting your buck’s worth of diversification.

The only caveat here is if you’re not looking for diversification. After all, the best performing fund would be the fund that invested a 100% of their fund in Google at the seed round. AND holding it till today. Realistically, they will have had to distribute on IPO.

The question is are you a fisher? Or are you a digger? One requires a fishing rod; the other a shovel. The latter requires more work, but you’re more likely to be the first to gold. Like Eniac was for mobile. Or Lux to deep tech.

So how do you know you’re fishing in someone else’s pond?

Easy. Your deal flow includes someone’s else’s brand. Whether that’s Sequoia or YC or SBIR. It’s not your own. You don’t own that pipeline. A lot of people have access to it. It’s no longer about proprietary deal flow, but about proprietary access to deals to borrow a framing from the amazing Beezer.

If your deal flow pipeline looks something like the graph below, you probably don’t have a sourcing advantage.

Source: Nodus Labs

Now that’s not to say there aren’t a lot of nonobvious companies coming out of YC or these startup accelerators. Airbnb, Sendbird, Twitch (the last of which Ravi who I work with here at Alchemist happened to be one of the first institutional investor for, so have heard some of these stories), and more were all non-obvious coming out of YC. And have also seen the same for companies coming out of Techstars, 500, and Alchemist, where I call home now. But that’s a picking advantage, not a sourcing one.

The flip side is, how do you know you’re excavating your own pond?

I’ll preface by saying having your own Slack or Discord “community” is not enough. Or having your own podcast.

I put community in quotes simply because having XXX members in a large group chat isn’t indicative that their presence is really there. Is their seat warm or cold?

I love using a stadium analogy. Imagine you sold a couple thousand season tickets to a team. You can name whatever sport it is. Football (yes, the rough American kind). Soccer. Basketball. Baseball. You name it. But despite all the tickets you sell, a solid percentage of your seats each game is empty. Can you really say that your team has fans? All you did was sell a couple of cold seats.

You can make the same analogy with likes or comments on Instagram. Which seems to be a problem these days, when an influencer with a couple thousand likes per post starts hosting their fan meetups, only to realize they rented out an empty hall. In case, you’re wondering for the IG example, it’s due to bots.

All that said, I like to think about excavation in the lens of competition for attention. Everyone only has 24 hours in a day. 7 days in a week. 365 days in a year. And as someone who is expecting any level of engagement from others, you are fighting for attention with every other product, person, and habit out there.

Perks of being a consumer investor, I think about this a lot. But in the same way, having an unfair sourcing advantage is the same.

Is the greatest source of your deals tuning into you at least four of the seven calendar days in a week? Or if you have a professional audience (i.e. only product people, or only execs), are they engaging at least 3 workdays per week or 8 workdays per month? Are they spending more time reading/listening/engaging with you than with their best friend?

If you have a community, do you have solid product-market fit? Is your daily active to monthly active over 50%? You don’t need a massive audience, but for the people who are primary sources of your deal flow, are you top of mind? As Andrew Chen says, at that point, “it’s part of a daily habit.”

Is it easy for them to share your content, what you’re doing, who you are with others? Does sharing you or your content generate dopamine and social capital for them? Do you embody something aspirational? Is your viral coefficient greater than 0.5? Even better if it’s 1, then you’re ready to go viral.

And do people stick around? Do the seats stay warm? Is your community self-propagating? Is your content evergreen? Or do you produce content at a voracious pace that it doesn’t have to be? Do you live rent free in people’s brain?

And once you do invest, are you the weapon in the arsenal of choice? For instance, 65% of Signalfire’s portfolio use their platform weekly to learn and get advice. But more on the winning side in a future essay.

In closing

To truly have a sourcing advantage, you need to be building your own platform that is impressionable and regularly take mind space from the founder audience. But if you don’t, that’s okay. You just need to be really good at picking and winning.

Photo by Popescu Andrei Alexandru 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!


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.

#unfiltered #77 When People Conflate Intentions and Incentives

thinking, confused, mixup, intention, incentive

Earlier this week, I tuned into an episode that come out in late March on the 99% Invisible podcast about the panopticon effect. In all honesty, until this week, I pled ignorance to that second to last word — panopticon. Something that had been omitted from my anecdotal Meriam Webster. But maybe you’re less ignorant than I am and you’re already familiar with this term. Maybe we’re in the same boat.

Nevertheless, it turns out the panopticon was a relic of the late 1800s. It was a time, not too unlike today, when they were tackling the age-old problem of reforming prisons. Brought to life by Dutch architect Johan Metzelaar, the panopticon is a cylindrical prison, further defined by a single pillar at the center of it all — a guard tower. Unlike previous prison designs, this one was specifically designed so that the guards could keep their eye on every prisoner. Or at least that was the idea. For those in the prison to feel like they were always being watched, in hopes that would aid in the correction of their behavior.

And in that same episode, rewinding even further back in history, Roman Mars, the host of the 99% Invisible podcast, shared a fascinating piece of trivia. The Dutch were once again one of the first to introduce prisons as an alternative to torture, capital and/or corporal punishment. These houses of correction were meant to be opportunities for inmates to develop discipline and morality. Spoiler alert. It didn’t work out as expected. He mentions, “The goal of rehabilitating inmates was quickly lost. The houses of correction devolved into just convenient sources of very cheap labor.” Simply put, while the intentions for correctional facilities were good, the incentives led them astray.

When incentives lead people astray

Interestingly enough, Lux’s Bilal Zuberi, in a recent chat with his partners, Josh Wolfe and Peter Hebert, stumbled across a similar discussion.

In the thread, he brings up three examples:

  1. Nuclear was invented to harness renewable elemental power, but became a means to create weapons of mass destruction.
  2. Social media started as a means to bring people together, but devolved into a tool for gaming eyeballs and invasive ads.
  3. Vaping started as a way to help people quit smoking, but to create a sustainable business, the companies have started marketing “fun” flavors.

The battle between intentions and incentives is no less true in the past with prisons and empires and political beliefs as is in the present and future with technology, generative AI, deep tech, crypto and blockchain… The list goes on.

Intentions are usually about personal motivations, morality, ethics, and the greater good. The force that drives us forward. I truly believe that most people don’t start off wanting to take advantage of others. Incentives, on the other hand, are business motivations. They’re optimizations. A rationalization of decisions that conflict with goodwill for the sake of, well, insert your choice of blame and delegation of responsibility. Often times it is for the broader organization.

It reminds of a saying that I first heard in The Dark Knight. “You either die a hero or you live long enough to see yourself become the villain.” I can’t speak for every individual out there, neither is it my place to preach. That said, with the world progressing exponentially, selfishly speaking, I’d hate to see good people and good businesses overly optimize for the wrong reasons. And lose themselves in the journey up.

Photo by Tingey Injury Law Firm on Unsplash


#unfiltered is a series where I share my raw thoughts and unfiltered commentary about anything and everything. It’s not designed to go down smoothly like the best cup of cappuccino you’ve ever had (although here‘s where I found mine), more like the lonely coffee bean still struggling to find its identity (which also may one day find its way into a more thesis-driven blogpost). Who knows? The possibilities are endless.


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!


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.

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.


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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.

Finding Product-Market Fit and “Idea-Market Fit”

Photo by Loic Leray on Unsplash

I was recently inspired by a fascinating conversation between Mike Maples Jr., co-founder and partner at Floodgate, and Andy Rachleff, co-founder of Benchmark Capital and Wealthfront, but more interestingly, the founder of the term, product-market fit, or PMF – a term that signifies when a product is recognized by a strong demand in the market. Over the years, there have been various ways entrepreneurs, go-to-market strategists, and investors have defined when an idea reaches product-market fit. But before I dive into the PMF, let’s take a look at market definitions first, which admittedly is a step off the beaten path.

The Markets

How I Like to Think about Market Sizes. *Not drawn to scale

Traditionally, the total addressable market (TAM), serviceable addressable market (SAM), and the serviceable obtainable market (SOM) are defined according to the geographic location of your market. It makes sense – your market is as big as where you can offer the service. But now, in an increasingly connected world, technologies are less and less inhibited by the geographical boundaries that plagued the decades before. That said, there are still cultural, social and economic differences when accessing new demographics, which is why I like to characterize the TAM, SAM, and SOM by psychological resistances to new ideas. The TAM is still defined by the total upside potential of a product, where it still excludes laggards, or folks who would most likely never (seek to) use your product. The SAM is construed of people who would use the product after three to five friends in their network recommend and are using the product themselves. And finally, the SOM consists of customers who are desperate, as Andy Rachleff called it, for your product. They have spent sweat, blood, and tears finding or building their own solution. They have already traversed the idea maze themselves and put the dollar (or the euro, peso, krone, pound, yen, RMB, BTC, ETH… you get my point) here their mouth is at. And here, in the SOM, is where you find your product-market fit.

Product-Market Fit

PMF is most noticeable on the hockey stick curve. Before PMF, traction is slow and looks very much like the blade of a hockey stick. And after PMF, traction skyrockets and exemplifies exponential growth.

The Hockey Stick Curve

While there are many heuristics to assess PMF across different verticals, I’m the most fluent in consumer tech where I’ve spent most of my time in. And in consumer tech, I’d like to underscore the notion of ‘exponential organic growth’, and subsequently, a short analysis on each word of that phrase.

Exponential is probably the most straight-forward, where at the early stages of a business, we’re looking for rapidly compounding growth.

Organic growth, as opposed to paid growth, is a measurement for word-of-mouth. Investors tend to measure the effectiveness of a product by its virality from its initial customers to its nth customer – growth that is achieved without directly spending (ad) dollars on acquiring the new customers.

Growth is something I break down into – retention and adoption. Increasing adoption is great as measured by the growth of total users on consumer platform or for a consumer product, but focusing only on adoption leads to a leaky funnel, or in my case, trying to hold too many groceries in my hand without a shopping cart. Every time I grab another item on the shopping list, I drop some other item I was already trying to balance and hold. Of course, focusing only on retention means there’s no growth, which for keeping your best friend circle is fine (unless you want a thousand BFFs), but not for growing a startup.

Below are some growth signs to pay attention to signify that your product is near/at PMF:

RetentionAdoption
> 25% DAU/MAU 100s of organic signups/day
40% are active day after signup> 30% MoM growth
Usage 3 days out of every week

“Idea-Market Fit”

As a founder with an ambitious idea, reaching product-market fit is a great goal to have, but the truth is PMF is a mystical beast – a chimera – in and of itself. Market demands change; what satisfied the definition of PMF a decade ago may not satisfy it now and will most likely not satisfy it ten years from now. Many studies have shown that most startups don’t fail from technological risk, but rather the inability to reach PMF, which ends up leading to lack of investor interest, demotivation, and the founding team falling apart. And quite obviously, before you reach PMF, the hardest part about starting a business is reaching PMF, or what Peter Thiel and many call the Zero to One. I’ll dive into the lessons I learned about the journey to “1” in future posts, but for the purpose of this post, I’m going to focus on the “0” – or what I like to call, “idea-market fit“, or IMF.

What differentiates a good idea from a great money-making idea? I’m going to borrow Andy’s thought calculus exercise. In a 2×2 matrix with right/wrong on one axis and consensus and non-consensus on the other, “you want to be right on the non-consensus.”

Andy Rachleff’s 2×2 Startup Idea Matrix

Why? Discounting the situations where you’re wrong (because you don’t make much, if any money), if you’re right on consensus, it means the market’s already mature, and perfect competition in a capitalistic market squeezes you out of your profit margins. If you do pursue this option as a founder, you’re more or less tackling an execution risk. On the other hand, if you’re right on the non-consensus, the market is still nascent, and you have the potential for monopolistic control of the market. In other words, you’re taking a market risk.

It definitely isn’t intuitive. At the very least, it wasn’t to me when I was on the operating side of the table. I wanted validation. When I was at Localwise helping build a community of local talent, I wanted people to say “I totally agree” or “You’re onto something.” But often times, I just received friction and resistance, with the toughest to receive from some of my friends.

“No one would ever buy that.”

“You’re wasting your time.”

“When are you going to get a real job?”

And at some points in time, I did think, “Maybe they’re right.” Until I started meeting a few people who thought a hiring destination for local mom-and-pop shops wasn’t a bad idea, and especially when small business owners started opening up about their frustrations. Hiring platforms, at that time, focused on the sexier brands and companies to get more demand side traction – the Googles, the Big Four’s, or the Bains, but had seemingly completely underrepresented the population of local businesses. Even if these SMBs were on these other platforms, they were overshadowed by the presence of bigger brands.

When validating startup ideas, you don’t want consensus. If your idea is truly revolutionary, people have yet to be conditioned to accept the idea. Take Uber or Airbnb, for example. If you asked the average person if they would use such a product, most would have thought that you’d be crazy to have a stranger sharing a car ride or home with them. These days, take e-sports or streaming. If someone told me in my pre-teen days that I could make a living off of playing video games, I’d most likely think I was dreaming. After all, I grew up playing Snake on my dad’s Motorola Razr, which admittedly seems to have made a return to the markets.

IMF is about challenging convention and the status quo. That’s what makes an idea revolutionary, or as people in Silicon Valley like to call it, disruptive. A crazy good idea challenges the explicit and implicit biases we have about society and ourselves. In other words, we have to detect the deception we bestow onto ourselves to find the gems in the rough, which Josh Wolfe of Lux Capital explains in his 2019 Lux Annual Dinner Talk – one of the best VC thesis-driven thought pieces I’ve ever seen.

In closing

As a geeky quote collector, I’d like to close this piece not in my own words, but in the words of three brilliant investors who have a few more patches of scar tissue on their back than I do now.

“Some of the best ideas seem crazy at first.”

– Curiosity, in my Thanksgiving blogpost

“Most of the big breakthrough technologies/companies seem crazy at first: PCs, the internet, Bitcoin, Airbnb, Uber, 140 characters…you are investing in things that look like they are just nuts… it has to be something where, when people look at it, at first they say, ‘I don’t get it, I don’t understand it. I think it’s too weird, I think it’s too unusual. “

Marc Andreessen

“Breakthrough ideas have the traditionally been difficult to manage for two reasons: 1) innovative ideas fail far more than they succeed, and 2) innovative ideas are always controversial before they succeed. If everyone could instantly understand them, they wouldn’t be innovative.”

Ben Horowitz, in his new book What You Do Is Who You Are