Emerging Manager Products versus Features

mug, comparison

Inspired by John Felix in our recent episode together, as LPs, we often get pitches where GPs claim they’re an N of 1. That they’re the only team in the venture world who has something. Usually it’s the fact that they have brand-name co-investors. Or they run a community. Or they have an operating background, like John says below. And it isn’t that unlike the world of founders pitching VCs.

The truth is most “unfair advantages” are more commonplace than one might think. Even after one hears 50 GP pitches, one can get a pretty good grasp of the overlap.

For the purpose of this blogpost, the goal is to help the emerging LP who has yet to get to 50-100 pitches. And for the GP who hasn’t seen that many other pitches to know what the rest of the market is like. Obviously, the world of venture shifts all the time. What’s unique today is commonplace tomorrow.

For the sake of this post, and to make sure I’m not using some words too liberally, let’s define a few terms I will use quite often in this blogpost:

  • Product: A fully differentiated edge that an emerging manager/firm has. In other words, a must-have, if the firm is to succeed.
  • Feature: A partially differentiated edge, if at all, an edge. In many cases, this may just be table stakes to be an emerging manager today. In other words, a nice-to-have or expected-to-have.
ProductFeature
Differentiated community
(high/consistent frequency of engagement)
Alumni network (school or company)
Downstream investors that prioritize your signalsIn-person events
Keeper testVirtual events
Co-investors

Networks, in many ways, are synonymous with your ability to source. It’s the difference in a lot of ways from co-investing versus investing before anyone else (versus investing after everyone else). The latter of which is least desirable for an LP looking for pure-play venture and risk capital.

The quickest check is simply an examination of numbers. LinkedIn or Twitter followers. Newsletter subscribers. Podcast subscribers. Community members. While it’s helpful context, it’s also simply not enough.

Here’s a simple case study. Someone who has 5,000 followers on LinkedIn with hundreds of people engaging with their content in a meaningful way is usually more interesting than beat someone who has 20,000 followers on LinkedIn, who only has 10s of engagements. Even better if one generates a substantial amount of deal flow with their content alone.

One thing that is hard to evaluate without doing an incredible amount of diligence is your founder network referring other founders to you. From one angle, it’s table stakes. From another, true referral flywheels are powerful. In the former, purely having it on your pitch deck without additional depth makes that section of the deck easily skippable.

One of my favorite culture tests is Netflix’s Keeper test. That if a team member were to get laid off or fired, would you fight to keep them or be relieved? The best folks, you would fight to keep. And as such, one of my favorite questions during diligence to ask the breakout / top founders in each GPs’ portfolios is: If, gun to head, you had to fire all your investors from your cap table and only keep three, which three would you keep and why?

Do note I differentiate breakout and top founders. They’re not mutually exclusive, but sometimes you can be brilliant and do everything right and things still might not work out. But smart people will keep at it and start a new company. And maybe it was a smaller exit the first time, but the second or third time, their business may really take off. Of course, sometimes I don’t have the same amount of time to diligence each GP as an LP with a team, so I generally ask the question: If all of your portfolio founders were to drop what they’re currently doing regardless of outcome, and start a new business, who are the top 2-3 people you would back again without hesitation?

At the end of the day, for networks, it’s all about attention. It’s not about who you know, but about how well you know them AND who you know that TRUSTS what you know. In an era, where there is more and more noise and information everywhere, a wealth of information leads to a poverty of attention. But if you have a strong foothold on founders’ and/or investors’ attention in one way or another, you have something special.

ProductFeature
Early hire at a unicorn company
+
Grew a key metric by many multiples
Operating background
(marketing, sales, operations, talent, community, etc.)
Hired top operators who’ve gone on to change the worldExperience at a larger firm where you didn’t lead rounds / fight for deals
Independent board member

Experience only matters here where there are clear differentiations that you’ve seen and can recognize excellence. In a broader sense, having an operating background is unfortunately table stakes. As John mentioned, any generalities are.

While strong experiences help you source, its main draw is that it impacts the way you pick and win deals. Only those who have experience recognizing excellence (working with or hiring) know the quality in which A-players operate. Others can only imagine what that may look like. That’s why if you’re going to brag that you’re a Xoogler (or insert any other alumni), LPs are going to care which vintage you were at Google. A 2003 Xoogler is more likely to have that discerning eye than a 2023 Xoogler. The same is true for schools. Being a college dropout from a Harvard and Stanford is different from dropping out of college at a two-year program. Not that there’s anything wrong with the latter, but you must find other ways to stand out if so.

Given a large pool of noise when it comes to titles, it’s for that reason I love questions like: “What did you do in your last role that no one else with that title has done?”

Additionally, when it comes to references, positive AND negative references are always better than neutral references. Even better is that you stay top of mind for your founders regularly. A loose proxy, while not perfect, is roughly 2-3 shoutouts per year in your founders’ monthly updates. It takes a willingness to be helpful and for the founders to recognize that you’ve been helpful.

ProductFeature
Response time/speedSome generic outline of an investment process
Evidence of a prepared mindDoing diligence
Asking questions during diligence most others don’t know how to

Yes, response time (or speed in getting back to a founder, or anyone for that matter) is a superpower. It’s remarkably simple, but incredibly hard to execute at scale. By the time, you get to hundreds of emails per week, near impossible, without a robust process. One of my favs to this day happens to be Blake Robbins’ email workflow who’s now at Benchmark.

Now I’m not saying one should rush into a deal, or skip diligence, but making sure people aren’t ghosted in the process matter immensely. As my buddy Ian Park puts it, it’s better for a founder or an LP to know that a GP is working on it than to not feel heard.

You’ve probably heard of the “prepared mind.” The idea that one proactively looks for solutions for a given problem as a function of their lived experiences, research, and analyses over the years.

Its origin probably goes as far back as Louis Pasteur, but I first heard it popularized in venture by the folks at Accel. Anyone can say they have a prepared mind. From an LP’s perspective, we can’t prove that you do or don’t have it outside of you just saying it in a pitch meeting. That’s why a trail of breadcrumbs matter so much. Most people describe it as a function of their track record or past operating experiences. Unfortunately, there may be a large attribution to hindsight bias or revisionist’s history. Being brutally honest with yourself of what was intentional and what was lucky or accidental is a level of intellectual honesty I’ve seen many LPs really appreciate. As an example, I’d really recommend you hearing what Martin Tobias has to say on that topic.

But the best way to illustrate a prepared mind is easier than one thinks. But it also requires starting today. Content. Yes, you can tweet and post on social media or podcast. But I’d probably rank long-form content at the top.

Public long-form writing (or production in general) is arduous. The first draft is rarely perfect. Usually far from it. With the attentive eye and the cautious mind, you go back to the draft again and again until it makes sense. Sometimes, you may even get third parties to comment and revise. Long-form is like beating and refining iron until it’s ready to be made into a blade. And once it’s out, it is encased in amber. A clear record of preparation.

Pat Grady had a great line on the Invest Like the Best podcast recently. “If your value prop is unique, you should be a price setter not a price taker, meaning your gross margins should be really good. A compelling value prop is a comment on high operating margins. You shouldn’t need to spend a lot on sales and marketing. So the metrics to highlight would be good new ARR/S&M, LTV:CAC ratios, payback periods, or percent of organic to paid growth.”

In a similar way, as a venture firm, if your value prop is truly unique, you’re a price setter. You can win greater ownership and set valuation/cap prices. If your value prop is compelling, the quality of your sourcing engine should be second to none, not just from being present online, but from the super-connectors in the industry, be it other investors, top-tier founders, or subject-matter experts.

Of course, all of the above examples are only ones that recently came to mind. The purpose of this blog is for creative construction and destruction. So if you have any other examples yourself, do let me know, and I can retroactively add to this post.

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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.

How Long is the VC Asset Class?

bridge, long

Axios’ Dan Primack recently wrote a great update on the shifting tides of institutional LPs allocating to venture. Smaller LPs often need liquidity, given limited capital inflows. And unfortunately, cannot afford to play the long game. Those with access to additional sources of capital, as well as aren’t constrained by mandatory capital outflows, tend to have deeper desires to continue allocating to venture.

Source: Dan Primack, Axios

In conversations with a number of LPs who write $3-10M checks, many have learned first-hand venture’s J-curve. Something these emerging LPs have underestimated in the last few years. As such, a number of foreign LPs are holding back. Moreover, there are looming concerns of currency risk. For instance, US-based LPs who have historically invested in funds domiciled outside of the US, are now accounting for currency depreciation. Ranging from 20-30%. Which means, what normally would have been a 4X net fund based in, say, Japan, is now underwritten as a 3X net. And a 10X would be an 8X.

Early liquidity is nice. But any DPI in the first few years is almost never meaningful and often gets recycled back into the fund to make new investments.

With VC being underwritten to 15-year time horizons, as a GP, you need LPs who can afford that time horizon. Yes, most funds have 10-year fund terms, with the two-year extension. But if the 2008-2012 vintages have taught us anything, it’s that GPs will ask for extensions beyond that. Simply since the best companies stay private longer. Airbnb was private for 12 years. Klaviyo, 11 years. Reddit, 19 years.

Of course, some of these companies are outliers. But the average tech company still stays private for 9-10 years. Assuming venture’s three-year deployment period, the last (hopefully great) investment out of a fund may take till Year 13 to finally achieve a large exit, not including the lock-up period too. That’s not accounting for a growing number of funds pitching four to five-year deployment periods. Excluding emerging market funds, where emerging market companies go public faster.

Moreover, companies need double the revenue they needed back in 2018 to go public. Shoutout to Tomasz Tunguz for the graphic.

Source: Tomasz Tunguz

To make things even more spicy, an interesting trend right now is where we see VC firms moving into PE, and PE moving into VC. At the same time, you have some large institutions who are now investing across multiple asset classes, including public markets. Consequentially, an interesting discussion commences. Should private investors hold public assets?

I was fortunate to be in an LP discussion group recently where we debated that exact question. The general consensus was no. VCs are paid to be private market investors, not public markets. Where their expertise does not lend itself well to watching market movements closely. The only exceptions are crossover funds who build out specific public markets teams. And so when an LP invests, they know exactly what they’re getting themselves into. The expectation is to return the capital back to the LPs right after the lock-up period.

But if the narrative ever changes, prepare for an even longer haul. Good thing, most LPs also agree that evergreen funds don’t make sense for venture either. But that’s a discussion for another day.

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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.

#unfiltered #89 The Palate Setter

cheese

Around the time I wrote a blogpost on culinary tips I had amassed from various chefs, I ended up getting one more piece of advice from a James Beard award winner. The culinary equivalent of a Pulitzer. In fact, one piece of advice that came in right after I clicked publish on that blogpost. Which I subsequently failed to include.

I had asked, “How do you know the palate you come into the kitchen with today is the same as the one that you came in with yesterday? And similarly, what about the one tomorrow?”

To which he responded, “I don’t know.” For a brief second, there was silence. Both of us knowing that the void will be filled, but left there for dramatic effect. “Swiss cheese.”

“Huh?”

“Swiss cheese. Not the fancy stuff, the one you find in the refrigerated section in the supermarket. Every day, when I go into the kitchen, I take a bite of swiss cheese. To me, it has the perfect balance of umami, salt, nuttiness. And the supermarket brand one is always produced with a consistency in their quality. If my bite that day is not as salty, then my palate is muted, and I should salt my dishes that day a little more. And so on.”

And I found that fascinating. Recently, I was reminded of that advice when I was chatting with my friends on preparation rituals. When we start something, to get us in the right mindset, what is the set of practices in which we use to orient ourselves?

Back when I was still swimming competitively, we used to always say the hardest part about swimming is getting in the water. Effectively, starting. The below were some other rituals that came up in that conversation. Part in hopes that it may inspire you to start your own, partly to make sure that I immortalize these practices for myself.

The tuner in many ways is the swiss cheese in music. Something so consistent that it becomes the benchmark for what sound should be. Is your instrument too sharp or too flat?

But from a ritualistic perspective, I’ve seen many play the scales to loosen their fingers, but one of my favorites from my buddy who plays the flute in the orchestra is beatboxing, while playing the happy birthday song. The song choice itself matters less than using one’s entire mouth to enunciate certain beats. And so, by the end of the song, the windpipes and larynx are fully massaged and ready to go.

For me, it’s doing 20 burpees while listening to a collection of my favorite podcast clips that I’ve saved from other podcasters, then sitting down and skimming through this list of catchphrases that I’ve since called “The Rookie Guide for Veteran Podcasters.”

For another friend, who’s far more accomplished than I am on this front, it’s doing a series of vocal exercises and facial massages. The former of which expand in both pitch and volume (from a whisper to singing in a voice suited best for operas).

From a third friend, it was religiously taking a 1-hour nap about an hour before the recording session.

This isn’t from any of us in the room at the time. But Tim Ferriss has also gone on record sharing what he did in preparation for his first SXSW talk when we just launched the Four-Hour Workweek. That he was staying in a friend’s home who had cats. And he kept practicing his talk in front of the cats trying to get their attention. None of which, I assume, knew anything about what he was talking about, yet if he could convey his intent, energy and emotions through to the cat, he’d have a fighting chance getting the audience’s attention at SXSW.

Photo by Camille Brodard 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.


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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 Power Law of Questions

question, mark

Recently I’ve been hearing a lot of power law this, power law that. And you guessed right, that’s VC and LP talk. Definitely not founder vocabulary. Simply, that 20% of inputs lead to 80% of outputs. For instance, 20% of investments yield 80% of the returns.

Along a similar vein… what about questions? What 20% of questions lead to 80% of answers you need to make a decision? Or help you get 80% of the way to conviction in a deal?

‘Cause really, every question after those delivers only marginal and diminishing returns. And too much so, then you end up just wasting the founder’s or GP’s time. As the late Don Valentine once said, “[VC] is all about figuring out which questions are the right questions to ask, and since we don’t have a clue what the right answer is, we’re very interested in the process by which the entrepreneur get to the conclusion that he offers.”

While I can’t speak for everyone, here are the questions that help me get to 80% conviction. For emerging GPs.

I’m going to exclude “What is your fund strategy?” Because you should have either asked this at the beginning or found out before the meeting. This question informs if you should even take the meeting in the first place. Is it a fit for what you’re looking for or not? There, as one would expect, you’d be looking into fund size, vertical, portfolio size, and stage largely. Simple, but necessary. At least to not waste anyone’s time from the get go.

Discipline. In the first 4 years of a fund, you’re evaluated on nothing else except for the discipline and the prepared mind that you have going in. All the small and early DPI and TVPI mean close to nothing. And it’s far too early for a GP to fall into their respective quartile. In other words, Fund I is selling that promise. The prepared mind. Fund II is selling Fund I’s strategy and discipline. Fund III, you’re selling the returns on Fund I.

Vision. Is this GP thinking about institutionalizing a firm versus just a fund? How are they thinking about creating processes and repeatability into their model? How do they think about succession and talent? And sometimes I go a few steps further. What does Fund V look like? And what does the steady state of your fund strategy look like?

This is going to help with reference calls and for you to fact check if an investor actually brings that kind of value to their portfolio companies. So, in effect, the question to portfolio companies would be: How has X investor helped you in your journey?

On the flip side, even during those reference calls, I like asking: Would you take their check if they doubled their ownership? And for me to figure out how high can they take their ownership in a company before the check is no longer worth it. There are some investors who are phenomenal $250K pre-seed/seed checks for 2.5-5% ownership (other times less), but not worth their value for $2-3M checks for the same stages. To me, that’s indicative of where the market thinks GP-market fit is at.

I also love the line of questioning that Eric Bahn once taught me. “How would you rate this GP on a scale of 1 to 10?” Oftentimes, founders will give them a rating of 6, 7, 8, or if you’re lucky 9. And the follow up question then becomes, “What would get this investor to a 10?” And that’s where meaty parts are.

Of course, it’s important to do this exercise a few times, especially with the top performers in their portfolio to truly have a decent benchmark. And the ones that didn’t do so well. After all, our brand is made by our winners. And our reputation is made by those that didn’t.

In the trifecta of sourcing, picking, and winning, this is how GPs win deals.

This is really prescient in a partnership. Same as a co-foundership. If someone says, we never disagree, I’m running fast in the other direction. Everyone disagrees and has conflicts. Even twins and best friends do. If you don’t, you either have been sweeping things under the rug or one (or both or all) of you doesn’t care enough to give a shit. Because if you give a damn, you’re gonna have opinions. And not all humans have the same opinions. If everyone does, realistically, we only need one of you.

Hell, Jaclyn Freeman Hester even goes a step further and asks, How would you fire your partner?

Jaclyn on firing partners and team risk

Personally I think that last question yields interesting results and thought exercises, but lower on my totem pole (or higher if you want to be culturally accurate) of questions I need answers to in the initial meetings.

This is always a question I get to, but especially valuable, when I ask it to spinouts. Building a repeatable and scalable sourcing pipeline is one of the cruxes of being a great fund manager. But in the age when a lot of LPs are shifting their focus to spinouts from top-tier funds, it’s an important reminder that (a) not all spinouts are created equal, and (b) most often, I find spinouts who rely largely on their existing “brand” and “network” without being able to quantify the pillars of it and how it’s repeatable.

For (a), a GP spinning out is evaluated differently than a partner or a junior investment member. A GP is one who manages the LP relationships, and knows intimately the value of what goes in an LPA, on top of her/his investing prowess. And the further you go down the food chain, the less visibility one gets of the end to end process. In many ways, the associates and analysts spinning out need the most help, but are also most willing to hustle.

Which brings me to (b). Most spinouts rely on the infrastructure and brand of their previous firm, and once they’ve left, they lose that brand within a year’s time. Meaning if they don’t find a way or have an existing way to continue to build deal flow, oftentimes, they’ll be left with the leftovers on the venture table. This question, for me, gives me a sense of whether an investor is a lean-in investor or a lean-back investor. The devil’s in the details.

This is a test to see how much self-awareness a founder/GP has. The most dangerous answer is saying “There are no reasons not to invest.” There are always reasons not to. The question is, are you aware of them? And can you prioritize which risks to de-risk first?

In many ways, I think pitching a Fund I as illustrating the minimum viable assumption you need to get to the minimum viable product. And Fund II is getting to the minimum lovable strategy (by founders and other investors in the ecosystem). And with anything that is minimally viable, there are a bunch of holes in it.

Another way to say the above is also, “If halfway through the fund we realize the fund isn’t working, what is the most likely reason why?”


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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.

DGQ 21: What’s going to get you excited to be at this business in 5 years?

watch, time

This one was inspired by Harry Stebbings’ episode with Dan Siroker that I tuned into earlier this week. In it, Dan describes his most memorable VC meeting, which happened to be with Peter Fenton at Benchmark. Where Peter asks Dan, “Dan, what’s gonna get you excited to be at this business in five years?”

In sum, what are your future motivations going to look like? Nine out of ten times, it’s likely not going to be exactly the same as the one today. And given that it will look differently, can you still stay true to the North Star of this business as you do today? What’s gonna change? What’s gonna stay the same?

For the most part, the people and the problem space are likely to stay the same. The product may look quite different though. And it’s highly likely that in five years, you would have found product-market fit. So, that’s Act I. Is it the advent of the next chapter of what your company could look like that gets you excited? Hell it might be. You can then tackle a bigger problem. A larger market. An adjacent market. Or what Bangaly Kaba calls the adjacent users. For some founders, it’s the market they always wanted to tackle, but couldn’t when they realized their beachhead market must be something else.

While I can’t speak for everyone, here are some of the answers I’ve personally come to like over the years. From either founders or fund managers:

  • There is no other industry that offers the same velocity of learning that this one provides.
  • I want my company’s legacy to outlive my own. And I want to empower the next generation of builders with the resources and the power to solve the greatest needs of our generation.
  • I want to go home and tell my my wife/husband/kids that I lived my fullest life today. And this is what gives me endless joy.
  • Act I was solving a problem I faced. Act II is solving a problem others face in our space.
  • Getting on the phone with a customer and hearing how much our product changed their lives makes me really happy.
  • If I’m not regularly putting the firm’s reputation on the line, we’re not trying hard enough. And I live for that challenge.
  • I want to build a world where people don’t settle for “It is what it is.”
  • No one else is solving the problem I want to solve in the way that I believe it should be solved.
  • I want to continue to be a superhero, a role model, for my daughter/son.

In many ways, it’s quite similar to the question I ask first-time GPs or aspiring GPs about their motivation.

Things in venture exist on long time horizons. For founders, it’s at least 7-9 years before an exit. For fund managers, it’s 10-15 years per fund. And that’s just a single fund. Anything more is longer. So in order to compete against the very best, you need to have long time horizons. You must have the resolve to stay the course. As Kevin Kelly says, “The main thing is to keep the main thing the main thing.”

Along the same vein, there’s also a Jeff Bezos quote I really like: “If everything you do needs to work on a three-year time horizon, then you’re competing against a lot of people. But if you’re willing to invest on a seven-year time horizon, you’re now competing against a fraction of those people… Just by lengthening the time horizon, you can engage in endeavors that you could never otherwise pursue.”

Photo by Luke Chesser on Unsplash


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


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.

The Phantom Testimonial Corollary

thumbs up, scenery, testimonial

I’ve always admired the way Mike Maples has thought about backcasting. In summary, he proposes that true innovators are visitors from the future. Or as he puts it: “Breakthrough builders are visitors from the future, telling us what’s coming.” Such that they “pull the present from the current reality to the future of their design.” In other words, start from the future, then work your way backwards to figure out what you need to do today to get there.

And I find it equally as empowering to do the same exercise as an emerging manager. Hell, for any aspiring institutional investor. Be it from an angel to a GP. Or an individual LP to a fund of funds.

Start from your ideal fund model. Your ideal LP base. Your ideal pitch deck. Then work backwards to figure out what you need to do today. For the purpose of this blogpost, I’ll focus on reference checks.

For everyone in the investing world, especially in the early-stage private markets, we all know that reference checks is a key component of making investment decisions. Yet too often, founders and emerging managers alike think about them retroactively. Post-mortem. Testimonials that are often not indicative of one’s strengths. And especially not indicative of how a GP won that investment, as well as how they can win such investments in the future.

An exercise I often recommend investors do is write your ideal reference you would like to get from a founder. Be as specific as you can. What would your portfolio founders say about you? How have you helped them in a way that no one else can? What do founders who you didn’t fund say about you?

Another way to think about it is if you were to own a word — something that would live rent free in people’s minds — what would you own? Hustle Fund owns “hilariously early.” Spacecadet Ventures owns “the marketing VC” and they live up to it. Cowboy’s Aileen Lee created the idea of “unicorns.” “Software is eating the world” is attributed to Marc Andreessen.

On the flip side of the token, what are testimonials that should never be written about you?

Hell, at this point, if you’re an aspiring institutional investor, and have yet to spell things out, create the whole deck. Fill in the numbers and the facts later, but for now, make up your ideal deck. When leading indicators become lagging, then update it and fill it in.

Then be that kind of investor for every founder you help. As Warren Buffett once said, “You should write your obituary and then try and figure out how to live up to it.”

Photo by Nghia Le 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.

From Demo Day to First Meeting: My Demo Day Checklist

notebook, page, notes, checklist

Possibly the quiet thing out loud, one of the best parts about demo days is the excuse to catch up with old friends. Yes, we do go there to see deals, but realistically, many of us would have started the conversations with many of the demoing class before demo day. This is not only true for VCs at startup demo days, but equally so for LPs at emerging manager demo days.

Earlier this week, my friend invited me to go to his emerging manager demo day. I’ve always admired how intentional he’s been with picking, so it was a natural yes. The pitches came and gone. And as the networking part kicked off after, a few LP friends and I came together to catch up but also to compare notes. What did we think of Fund A? Fund D? Who was interesting? Who would we take a second conversation with? And why?

Naturally, we shared our respective decision-making frameworks. A lot of which overlapped. Others were more unique to each LP themselves. Simply because the motivations of LPs often differ from each other. Some do so for co-investment opportunities. Others invest in VC as an asset class. And there are also those that invest to pay it forward.

So while it’s not my place to share the words whispered to me in confidence, here are some general takeaways:

  • Unlike startup pitches, there is no consistency of pitch format among emerging managers.
  • Most GPs don’t seem to know what kinds of metrics/facts immediately stand out to an LP. One such GP buried an amazing angel track record TVPI as one line in his deck.
  • Humor sells.
  • Spinouts are only interesting if your track record is portable. In other words, if you were too junior on the team to have pounded the table for deals, you don’t count as a spinout in some LP’s minds.
  • Unscripted moments are memorable. At least ones that feel unscripted.
  • DPI earned within 5 years (as opposed to 5+ years) begs the question of where does it come from (i.e. secondaries, acquisition, etc. Former will lead to yellow flags.)
  • Track records that began post-2019 have an asterisk next to them.

That said, if it may be helpful to not only GPs, or other LPs out there, I’ll share my own calculus below.

I want to preface that the goal of the below “checklist” is for me to quickly decide which GPs I should follow up with, given limited information in the format of a 5-minute pitch. As such, this isn’t all-inclusive, but simply answers the question: Is this fund/manager interesting enough for me to spend another hour with them?

I will also say that this works best for me particularly for Funds I and II.

And one more thing, I’m still a WIP. In other words, this is the checklist that suits my current needs the best, but your mileage may vary.

At a high level, below are the five categories that are the most interesting to me.

  • Sourcing — Are they fishing in differentiated pools? Do they have proprietary access to deals? Where are they finding diamonds in the rough?
  • Picking — This can be interesting in two ways: (a) track record (which only starts to become interesting after 5+ years with 20+ deals), and/or (b) decision-making framework/algorithm.
  • Winning — Why do the best founders pick you? How much ownership can you get in these companies? Some examples here.
  • Likability — You’re either very likeable or contrarian. Anything else just isn’t memorable. And if not memorable for me, likely not memorable for founders. In many ways, I’m looking for ways you stay rent free in a founder’s mind when they know nothing else other than the fact that you invest in early stage companies. ‘Cause let’s be honest; most firm’s websites say just that and nothing more. Some might call this GP-founder fit. Others call it vibes.
  • Uniqueness — A bit amorphous here, but really, it’s just: Is there something I’ve never heard of before?
    • As a caveat, I only started including this “pillar” after I saw about 200 decks and pitches. Before that, I simply didn’t know what counted as unique and what didn’t.

And for each category, I give 4 different kinds of scores.

✔️There’s something special here. Worth digging deeper. If I continue on to diligence, this is usually the first thing I reference check.
〰️No strong opinion here and/or there’s no edge here.
I use this extremely sparingly. This is a sign of a red flag. In fact, there are very few red flags that can even come out in a 5-minute pitch. So really, I only use an X when I feel the fund manager is sharing something dishonest.
Yes, that’s a blank space. Meaning the pitch itself failed to offer any reference point or evidence on this variable.

And for the five categories above, having a check mark in at least two of them is enough for me to say yes to another conversation. No single A+ trait standing in pure isolation. But only one X is enough for me to pass.


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.

The Complexity of the Simple Question (DGQ 20)

Last week, Youngrok and I finally launched our episode together on Superclusters. In the midst of it all, we wrestle with the balance between the complexity and simplicity of questions to get our desired answer. Of course, we made many an allusion to the DGQ series. One of which, you’ll find below.

In many ways, I started the DGQ series as a promise to myself to uncover the questions that yield the most fascinating answers. Questions that unearth answers “hidden in plain sight”. Those that help us read between the lines.

Superclusters, in many ways, is my conduit to not only interview some of my favorite people in the LP landscape, but also the opportunity to ask the perfect question to each guest. Which you’ll see in some of the below examples.

  1. Asking Abe Finkelstein about being a Pitfall Explorer and how it relates to patience (1:04:56 in S2E1)
  2. What Ben Choi’s childhood was like (2:44 in S1E6) and how proposing to his wife affects how he thinks about pitching (1:05:47 in S1E6)
  3. How selling baseball cards as a kid helped Samir Kaji get better at sales (45:05 in S1E8)

In doing so, I sometimes lose myself in the nuance. And in those times, which happen more often than I’d like to admit, the questions that yield the best answers are the simplest ones. No added flare. No research-flexing moments. Where I don’t lead the witness. And I just ask the question. In its simplest form.

For the purpose of this essay, to make this more concrete, let’s focus on a question LPs often ask GPs.

Tell me about this investment you made.

In my mind, ridiculously simple question. Younger me would call that a lazy question. In all fairness, it would be if one was not intentionally aware about the kind of answer they were looking to hear OR not hear.

The laziness comes from regressing to the template, the model, the ‘what.’ But not the ‘why’ the question is being asked, and ‘how’ it should be interpreted. For those who struggle to understand the first principles of actions and questions, I’d highly recommend reading Simon Sinek’s Start with Why, but I digress.

Circling back, every GP talks about their portfolio founders differently. If two independent thinkers have both invested Company A, they might have different answers. Won’t always be true, but if you look at two portfolios that are relatively correlated in their underlying assets AND they arrive at those answers in the same way, one does wonder if it’s worth diversifying to other managers with different theses and/or approaches.

But that’s exactly what makes this simple question (but if you want to debate semantics, statement) special. When all else is equal, VCs are left to their own devices unbounded from artificial parameters.

Then take that answer and compare and contrast it to how other GPs you know well or have invested in already. How do they answer the same question for the exact same investment? How much are those answers correlated?

It matters less that the facts are the same. Albeit, useful to know how each investor does their own homework pre- and post-investment. But more so, it’s a question on thoughtfulness. How well does each investor really know their investments? How does it compare to the answer of a GP I admire for their thoughtfulness and intentionality?

(Part of the big reason I don’t like investing in syndicates because most outsource their decision-making to larger logos in VCs. On top of that, most syndicate memos are rather paltry when it comes to information.)

The question itself is also a test of observation and self-awareness. How well do you really know the founder? Were you intentional with how you built that relationship with the founder? How does it compare to the founder’s own self-reflection? It’s also the same reason I love Doug Leone’s question, which highlights how aware one is of the people around them. What three adjectives would you use to describe your sibling?

Warren Buffett once described Charlie Munger as “the best thirty-second mind in the world. He goes from A to Z in one go. He sees the essence of everything even before you finish the sentence.” Moreover in his 2023 Berkshire annual letter, he wrote one of the most thoughtful homages ever written.

An excerpt from Berkshire’s 2023 annual letter

As early-stage investors, as belief checks, as people who bet on the nonobvious before it becomes obvious, we invest in extraordinary companies. I really like the way Chris Paik describes what we do. “Invest in companies that can’t be described in a single sentence.”

And just like there are certain companies that can’t be described in a single sentence — not the Uber for X, or the Google for Y — their founders who are even more complex than a business idea cannot be described by a single sentence either. Many GPs I come across often reduce a founder’s brilliance to the logos on their resume or the diplomas hanging on their walls. But if we bet right, the founders are a lot more than just that.

Of course, the same applies to LPs who describe the GPs they invest in.

In hopes this would be helpful to you, personally some areas I find fascinating in founders and emerging GPs and, hell just in, people in general include:

  • Their selfish motivations (the less glamorous ones) — Why do this when they can be literally doing anything else? Many of which can help them get rich faster.
  • What part of their past are they running towards and what are they running away from?
  • All the product pivots (thesis pivots) to date and why. I love inflection points.
  • If they were to do a TED talk on a subject that’s not what they’re currently building, what would it be?
  • Who do they admire? Who are their mentor figures?
  • What kind of content do they consume? How do they think about their information diet?
  • What promises have they made to themselves? No matter how small or big. Which have they kept? Which have they not?
  • How do they think about mentoring/training/upskilling the next generation of talent at their company/firm?

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


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.

DGQ 19: Does the overall level of the team make me question if I’d be a good enough to play in this industry?

“I won’t forget the first time I saw Jason Peters do a one-on-one pass set with Trent Cole, and being amazed at the speed, balance, and power I just witnessed. It reminded me, or looked like, a grizzly bear wrestling a panther. It was so impressive, it made me question if I was good enough to play in this league.”

Much of this DGQ was inspired by Jason Kelce’s retirement speech, delivered with the prose and candor befitting of a legend. Which for those who have yet to read/listen to it, it’s 24 minutes that will be well-spent, whether you’re a sports, football, or Eagles fan or not.

There’s something really special about being the underdog. Whether you feel it or others say it. That slight chip on the shoulder, that measured level of imposter syndrome, is fuel to the fire. There is a distinct advantage for being the dumbest person in the room, knowing that there are mentor figures on the team you can learn voraciously from, even if by osmosis. And if you do have naysayers, you have the greatest privilege to prove them wrong. It means that you have space to grow. That journey ahead, at least for me, is quite exciting.

After all, in Jason’s 2018 Super Bowl Parade speech, he quoted another line from Jeff Stoutland. “Hungry dogs run faster.”

Although not framed nearly as eloquently as Jason Kelce put it, it’s something I think about a lot. Does the overall level of the team make me question if I’d be a good enough to play in this industry?

Challenge is as scary as it is thrilling.

Similarly in VC, we often say it’s an apprenticeship business. And it’s true. Almost every great investor I know had someone who took them under their wing and showed them the ropes. Sometimes a set of people. And it’s incredibly hard to learn and check your blindside without someone who plans to dedicate a good portion of their time to do so. That said, the next best you can get is to learn by osmosis.

You are the average of the five people you hang out with most. So if you have the chance to live and breathe alongside people who intimidate you with their skill, intellect and the way they execute in a good way, take it.

Photo by Vicky Sim on Unsplash


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


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.

The Proliferation of LP Podcasts

I am under no illusion that there is a hell of a lot of interest in the LP landscape today. Not only from GPs who are realizing the difficulties of the fundraising climate, but also from aspiring and emerging LPs who are allocating to venture for the first time. The latter of which also have a growing set of interests in backing emerging GPs. And in the center console in this Venn diagram of interests lies the education of how to think like an LP.

I still remember back in 2022 and prior, we had Beezer’s #OpenLP initiative, Ted Seides’ Capital Allocators podcast, Notation Capital’s Origins, and Chris Douvos’ SuperLP.com. Last of which, by the way, can we start a petition to have Chris Douvos write more again? But I digress. All four of which trendsetters in their own right. But the world had yet to catch storm. Or maybe, the people around me and I had yet to feel the acceleration of interest.

Today, in 2024, we have:

There is no shortage of content. LPs are also starting to make their rounds. You’ll often see the same LP on multiple podcasts. And that’s not a bad thing. In fact, that’s very much of a good thing that we’re starting to see a lot more visibility here and that LPs are willing to share.

But we’re at the beginning of a crossroads.

A few years back, the world was starved of LP content. And content creators and aggregators like Beezer, Ted, Nick, and Chris, were oases in the desert for those searching. Today, we have a buffet of options. Many of which share listenership and viewership. In fact, a burgeoning cohort of LPs are also doing their rounds. And that’s a good thing. It’s more surface area for people to learn.

But at some point, the wealth of information leads to the poverty of attention. The question goes from “Where do I tune into LP content?” to “If I were to listen to the same LP, which platform would I choose to tune into?

After all, we only have 24 hours in a day. A third for sleep. A third for work. And the last competes against every possible option that gives us joy — friends, hangouts, Netflix, YouTube, hobbies, exercise, passion projects and more.

In the same way, Robert Downey Jr. or Emma Stone or Timothée Chamalet (yes, I just watched Dune 2 and I loved it) is going to do multiple interviews. With 20, 30, even 50 different hosts. But as a fan (excluding die-hard ones), you’re likely not going to watch all of them. But you’ll select a small handful — two or three — to watch. And that choice will largely be influenced by which interviewer and their respective style you like.

While my goal is to always surface new content instead of remixes of old, there will always be the inevitability of cross-pollination of lessons between content creators. And so, if nothing else, my goal is to keep my identity — and as such, my style — as I continue recording LP content. To me, that’s the human behind the money behind the VC money. And each person — their life story, the way they think, why they think the way they think — is absolutely fascinating.

There’s this great Amos Tversky line I recently stumbled upon. “You waste years by not being able to waste hours.” And in many ways, this blog, Superclusters, writing at large, and my smaller experiments are the proving grounds I need to find my interest-expertise fit. Some prove to be fleeting passions. Others, like building for emerging LPs, prove to be much more.

Photo by Jukka Aalho 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.