How Prospect Theory Relates to Venture Capital

economics, prospect theory, coins, venture capital

The other day, I saw a post on r/venturecapital (and now you know what my Reddit handle is) asking how prospect theory relates to venture capital. Admittedly, quite thought-provoking! Ever since college, I’ve been a huge behavioral economics buff – how human psychology dictates market motions. And, prospect theory happens to fall in that category.

First developed by Daniel Kahneman and Amos Tversky, prospect theory is a behavioral model that says humans are naturally loss-averse. Oh, you might know the former Nobel Prize bugger from authoring Thinking, Fast and Slow, a book I highly recommend if you’re curious about the intricacies of how our brain understands the data around us. Simply put, we react stronger to losing something than when we gain something.

*As you can see, this graph is safe for family-friendly programming

For example, I’m more likely to feel the loss after losing my $1500 cellphone than the ephemeral gain of winning a grand and a half in the lottery. On one end, you’re probably thinking that makes sense. On the other end, you’re probably calling me a loser for spending so much on a cellphone. Well, joke’s on you. I got my phone for $250 on Black Friday. But I digress. In another instance, if you look at kids, they’re more likely to throw a tantrum if you take away a marshmallow on their plate than give you a hug for giving them an extra marshmallow.

Similarly…

As you might expect, prospect theory informs many of my investing/sourcing decisions, including:

So, VCs and prospect theory

So, you’re probably now thinking: “Gimme the deets.”

While prospect theory suggests people typically weigh the impact of their losses more than they so their wins, VCs are humans at the end of the day. Just like your amateur naive stock trader will hold on to losses, and sell their wins, many VCs tend to do the same, as a reactionary measure.

It’s counterintuitive. But the name of the game in early-stage investing is not about how many losses you’ve sustained (especially when 7 out of every 10 go out of business, 2-3 break even, and hopefully 1 makes it), but about the magnitude of the wins an investor makes.

For instance, if you’ve invested in 100 companies, and 99 go out of business, and 1 makes 200x, you just doubled your fund. Of course, a successful fund typically makes 3-5x cash on cash multiple. Just our fancy way of saying your fund returns $3-5 for every dollar invested by a limited partner (LP). Although there are some nuances, many VC investors use cash on cash and multiple on invested capital (MOIC) quite interchangeably.

Guess for you to be counted as a successful investor, that one investment’s gotta go to 300x, at the minimum. In reality, you’re probably not going to have just one investment perform. Especially if you’re in the top quartile of VCs out there. You’re looking at a ~2.5% unicorn rate. So 2-3 investments of your 100 investments should be valued at over a billion dollars. Unless you’re Chris Sacca, who I hear returned 250x cash on cash for his first $8.4M seed fund, which included the likes of Uber, Twitter, and Instagram.

Of course, larger funds are harder to return. It’s easier to return a $10M fund than a $1B, much less a $100B. While I’m not supporting the only $100B vehicle known to date, the losses that fund sustained made the front page news a while back. And though by monetary value, they lost more than most other funds out there. Percentage-wise, they’re not alone. But in the public and media’s eyes, their losses are weighted more heavily than smaller funds.

In closing/Disclaimer

But hey, I’m no registered investment advisor. If you’re looking for which specific startups to invest in, please do consult with a professional. While I may share what startups have attracted my attention here and there, my thoughts are just my own thoughts. And, this post is merely me sharing the correlation between venture capital and prospect theory, plus a few digressions.

Photo by Josh Appel 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!

Video Games – Evolving from Social Networks to Ad Marketplaces

video games, startup gamified models, startup gamification, ads, advertisement market

With the 2020 series of events, many of us have started to look for other ways to pass our time. Some have looked towards Netflix and Disney+. A number, baking (even ice cream making; thank you to everyone who got an ice cream machine before me). And others, gaming. The number of friends, who had no track record of gaming and suddenly started talking about how to farm iron nuggets in Animal Crossing: New Horizons, skyrocketed. Anecdotally, more than 3-4 fold more.

Games = social networks

Games have become the new social networks. I’m not even talking about the gaming subreddits on Reddit or the Discord channels out there. And much like how social networks are communal hubs of interaction, games, like:

…*deep breath* just to name a few, offer just as much, if not more. People spend hours indulging on the platform and interacting with friends. Not only that, because content is native to gaming platforms themselves, it makes it easier for friends to connect and share content on progress and goals. Much like groups and communities on social networks, many games have clan systems that increase retention and engagement on the platform. Games are just sticky.

By the numbers

They aren’t discrete “one-off” purchases, like my old Nintendo 64 cartridge games, but evolving engines of narrative and relief, or as Andreessen Horowitz calls them – living franchises. What started as “one-off” buys became downloadable contents post-launch (DLCs). And looking at games like World of Warcraft, Fortnite, with constant monthly updates, patches and hotfixes, the games you buy “in the box” are no longer the same beast as before. And now we have a term for it all – Games-as-a-Service (GaaS).

In 2019, there were over 2.5 billion gamers in the world. That’s about 1 gamer out of every 3 people in the world. Together, they spent $120.1 billion on games and grew the market 3%, in a study by SuperData. And you know even Neilsen wants a slice of the pie when they acquired SuperData in 2018, a research company dedicated to tracking the game and e-sports markets. No surprise, Neilsen’s not alone. 44.2% of Tencent’s investments have been into gaming – owning 100% of Riot Games (League of Legends), 40% of Epic Games (Fortnite), 81.4% of Supercell (Clash of Clans), 10% of Bluehole (PUBG), and even 1.3% of Roblox and 2% of Discord. Sony, Microsoft, Apple, and many others are no stranger to putting their dollar into gaming as well.

Though many in 2019 weren’t bullish on the 2020’s growth numbers, in hindsight, we’re seeing a whole different wave of optimism. Hell, March 2020 was a real winner for gamers, spending $1.6 billion on games, their hardware, software, accessories and game cards, thanks for COVID. Needless to say, Animal Crossing topped the charts. I can’t imagine the number at the end of 2020.

Social athletes

You also have Twitch streamers, YouTubers, mods, and creators who become the local/global authority on the market and often ubiquitous with the games/genres they play. Who can actively and passively sway how a community thinks and acts, just like big-time influencers on social media. They have effectively become, what I call, social athletes, turning their hobby into a full-time pursuit. And earning paychecks by representing the brand/team they love most, as well as through sponsorships and partnerships. Shroud, a former competitive e-sports athlete, now one of the biggest streamers in the industry and formerly exclusively streaming on Microsoft’s Mixer, took a 1.5 month break after the Microsoft shut down its Twitch competitor, Mixer. And on his first day back recently, he had half a million viewers tuning in to watch his revival on Twitch.

The next frontier

Just like how social networks evolved into ad-based revenue models, games are evolving into a similar beast, as well. Mobile games have been no stranger to advertisements for a long time. But we’re now seeing the change now on PC and console games. And in a slightly different nature. Where the ads are embedded into the game experience itself, rather than the pop-out kinds.

Epic Games’ Fortnite definitely took it all to the next level – from their live, in-game events to their virtual cosmetic options that acted as film promotions. The latter, much like, how LEGO releases a whole series of movie-related sets to help with promoting it. And their live events are no joke, whether it was:

  • Their live Marshmello concert (with 11 million attending live),
  • Their Marvel crossover event where players could play as Thanos,
  • Or, when 3.1 million players got a sneak peek into a never-before-seen scene in Star Wars: The Rise of Skywalker before it came to theaters.

As expected, many other games are following suit. Recently popular PC game, Fall Guys, is now hosting a “battle of the brands” on their Twitter – a bidding war to have your brand featured as a cosmetic in the game towards a good cause of donating to Special Effect, a charity dedicated to helping gamers with physical disabilities.

Last I checked, the bid is at $420,069.69. And yes, I’m sure the numbers were intentional.

So, what’s next?

Well, it’s an exciting time. Not too long ago, influencer marketing blew up. And now brands/games are becoming influencers in and of themselves. Whether that fall under influencer marketing or a new bucket, I don’t know. What I do know is that though we are all far apart right now, the world of media is bringing the larger world closer together. As more games:

  • Go cross-platform,
  • Are discovered organically and socially,
  • And are fueled and accelerated alongside co-creaters, influencers and user-generated content…

… while technologies, like 5G, virtual and augmented/mixed reality (VR/AR/XR), cloud gaming, and blockchain, bring more interactions into each game, building larger and immersive worlds, I’m quite bullish on the growth of the gaming industry. And as the gaming industry evolves, their learnings will bleed into other industries, via gamified models – from Pioneer gamifying the process of building a business to Superhuman gamifying productivity, first through emails.

Why? They’re sticky – high engagement and retention cohorts. And I dare say, sexy, as well. Frankly, game companies don’t just launch with minimum viable products (MVP), but minimum viable happiness (MVH). Or as Jiaona Zhang, VP Product at Webflow and lecturer at Stanford’s School of Management Science & Engineering, calls it: minimum lovable products (MLP).

If you’re interested in a deep dive on how to offer MVH or build an MLP, check out my previous post on the topic:

Photo by Florian Olivo 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!

#unfiltered #24 How long do you take to prepare for a talk? – A Study about Time Allocation

notes, prepare for a talk, public speaking

Last week, my mentor/friend asked me if I knew anyone who’s stellar at storytelling and would be willing to hold a 1-hour workshop about it with his mentorship group. I connected with my buddy who earned his chops podcasting and being a brilliant customer-oriented founder, specifically on the user journey.

And it got me thinking. Hmmmm, I wonder how long people take to prep for a workshop or talk designed to inform and educate. Which eventually led me to the question… How much time allocation might many event hosts underestimate when asking a speaker to speak at their event?

Well, outside of travel, set up, rehearsal time, and of course, the length of the talk/workshop itself.

So, over the last few days, I reached out to 68 friends, mentors, and colleagues who have been on the stage before, including:

  • VCs – who invest out of vehicles that range from $5M to $1B (sample-specific)
  • Angels – investing individuals, who have over $1M in net worth
  • Founders – both venture-backed and bootstrapped
  • Executives – Fortune 500 and startup
  • Journalists
  • Influencers – YouTubers and podcasters
  • Consultants/Advisors
  • Professors
  • And, those who’ve been on public stages with 1000+ in live viewership.

… and asked them 2 questions:

  1. How long, in hours, do you take to prepare for a 1-hour talk?
    • For the purpose of slightly limiting the scope to this question, let’s say it’s on a topic you’re extremely passionate and well-versed in, and the audience is as, if not more, passionate than you are.
  2. And if I said this was for a high-stakes event, that may change your career trajectory, would your answer change? If so, how long would you spend prepping?

50 responded, with numerical answers, by the time I’m writing this post, with a few results I found to be quite surprising. *pushing my nerd glasses*

Continue reading “#unfiltered #24 How long do you take to prepare for a talk? – A Study about Time Allocation”

When I Over-assume in a Cold Email

cold email, glasses, how to write a cold email

I was quite surprised at the unexpectedly positive response I received for my blogpost, My Cold Email “Template”, I wrote a month back. From DMs by you, my curious readers, and my friends. A great question some of you brought up was:

“What if I have to write a longer email to get my point across?”

It happens. As some of you may already know from this post and my Contact page, I don’t believe that all cold emails have to be short. I, myself, am guilty of writing longer messages sometimes just because I can’t figure out a shorter way to express my interest in that person in a cold email. Regardless, if I think they have the time to read it or not.

Continue reading “When I Over-assume in a Cold Email”

#unfiltered #23 Twenty-Four Frames per Second – Jerry Colonna, The Illusion of Motion, Mental Health, and Radical Self-Inquiry

24 fps, film, questions about mental health

What appears fluid is twenty-four frames per second. Twenty-four precious moments per second, lived second after second after second. And each of those still moments is imbued with feelings and memories. The rapid fluidity of each of those moments defines the patterns and beliefs that, in turn, define our lives.

Our lives are twenty-four frames per second, with each frame a set piece of feeling, belief, obsession about the past, and anxiety about the future. Neither good nor bad, these frames form us. They become the stories we tell ourselves again and again to make sense of who we’re becoming, who we’ve been, and who we want to be.

Ghosts of our pasts – our grandparents and their grandparents as well as the ghosts of their lives – inhabit the frames. They and their beliefs, interpretations of scenes, words, and feelings haunt the frames of lives as surely as the roses, figs, and lemon drops of our present daily lives do.

Slowing down the movie of our lives, seeing the frames and how they are constructed, reveals a different way to live, a way to break old patterns, to see experiences anew through radical self-inquiry.

– Jerry Colonna in Reboot: Leadership and the Art of Growing Up Chapter 1: Passing GO

Who is Jerry Colonna?

I recently had the fortune of having an email exchange with one of the greatest household names in the space of startups and venture capital, especially known for his empathy and candor. A name synonymous with mental health, accelerators and being radically honesty about his journey – professional and personal. In our chat on mental health, he highly recommended Jerry Colonna‘s book, where the above passage comes from. So I just had to get it.

I first heard of Jerry on Harry Stebbing’s Twenty-Minute VC (his most recent episode with the CEO Whisperer) and The Tim Ferriss Show. And over the years, possibly as a result of confirmation bias, I’ve heard his name pop up over and over again from various founders and VCs. Over the decades, many people know Jerry as:

  • A venture capitalist,
  • An executive coach,
  • Co-founder of New York’s Flatiron Partners,
  • Partner at JP Morgan,
  • Founder of Reboot,
  • And, probably best known now for being the CEO whisperer.

So far, his book has reflected all the above and more.

A short trip down memory lane

Although we’re used to 60 frames per second (fps) for daily use or 120 fps for movies these days, the illusion of motion was first found at the optimal 16 fps. Early silent films, like Charlie Chaplin films, were then sped up to 24 fps, as far back as 1927. Admittedly, part of the reason as to why they seemed so comical. As technology caught up, still, the de facto frame rate was 24 fps.

In 2012, The Hobbit series was shot in 48 fps. In 2016, Bill Lynn’s Long Halftime Walk was shot and projected in 120 fps. Gemini Man, which came to theaters 3 years later, followed suit. James Cameron also plans to shoot Avatar 2 at 60fps, with the goal of maximizing the feel of a 3D-world. But as both filmmakers and animators approach higher and higher frame rates, there have been and will continue to be the effect of the uncanny valley. Uncanny valley, or in other words, the more something artificial looks to be real, the more our minds try to reject its appearance. Subsequently, making certain objects, robots, or animations seem creepy and chilling. Part of the reason, it’s a ‘hell no’ to horror films for me.

After decades of 24 fps films, it’ll take a while before our minds catch up to what we see. But I digress.

Moving Forward

Just like how silent films shot at 12-16 fps were shown at 24 fps, giving its comical effect, many of us, myself included (until 3 years back), live by weaving narratives between cross sections of time – both in our personal lives and in our careers. And we script our biographies in a format where seemingly everything happened for a reason. Maybe some things did.

But on the other hand, maybe you’re like me. Where I don’t know what the hell is going to happen tomorrow. Yes, I tell myself I have these plans and goals in life I’m working on accomplishing. But if you ask me, what pitfalls are up ahead? I haven’t even thought about half of them. Another quarter, and I’m being generous to myself here, I think I have a good grasp on, but knowing myself, I’ve got about 20% of it down, 80% I’m missing some piece of the puzzle.

After all, as Warren Buffett once said,

“The rear view mirror is always clearer than the windshield.”

The last quarter – I’m scared – really scared for. But, what’s life without a bit of risk and adventure?

Moving in the Present

While it’s easy to build that narrative for the trail behind us, it’s hard to forecast the narrative forward. So, I take life play by play – frame by frame. Slowing down to that 16 fps, examining, like Jerry suggests, my life in real time. Savoring and reflecting on every moment – the good and the bad. Reexamine my biases – the overt and the covert, in the words of a brilliant sociology professor I chatted with last week. ‘Cause they will make who I am tomorrow.

So, I’ll end on 2 big questions, inspired by that professor. 2 questions I plan to answer and reexamine every month:

  1. What do your social circles look like?
    • Professional? Personal?
    • How did you meet them? How often do you stay in touch with them?
    • What beliefs – overt and covert- are they reinforcing? Are these beliefs worth reinforcing?
  2. Now that you know, what are you willing to give up to make it happen?
    • Are you willing to take radical measures to do so?
    • What do you say that you don’t mean? Or find it hard to follow through on?

Photo by Kushagra Kevat 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!

VCs = Gatekeepers?

vc gatekeepers, gate

Not too long ago, I had the fortune of chatting with a fascinating product mind. During our delightful conversation, she asked me:

Are VCs the gatekeepers of ideas?

…referencing Michael Seibel‘s recent string of tweets:

And I’m in complete accordance. I want to specifically underscore 2 of Michael’s sentences.

… and…

The only ‘exception’ to this ‘rule’ would be if investors themselves were the target market for the product. At the same time, I can see how the venture industry has led her and many others to believe otherwise. So I thought I’d elaborate more through this post.

Continue reading “VCs = Gatekeepers?”

#unfiltered #22 The Lesson I Learned from Purposefully Replying to Spam Emails – Persistence, The Attention Allocation, and a Little Hack I Use

phone booth, spam emails, communication, cold emails

A few days ago, I watched Yes Theory‘s recent heartwarming and inspiring video, Creating a Subscriber’s Viral Job Application. And if you have a spare 20, I highly recommend checking it out. Yesterday, I chatted with a friend about the influx of spam calls these days. So, I thought; now that’s a start of a #unfiltered blogpost.

As a warning, this post is slightly more eccentric than, admittedly, my average #unfiltered blog post.

Prefacing with spam

I used to write this newsletter, Friday Morning Coffee Break, back in college for one of the clubs I helped lead. (Now that I think about it, coffee seems to be the theme for my content drops.) So if any of you subscribers then are reading this post now, this anecdote will be a momentary skip down memory lane.

So, you see, I’m a huge fan of comedy. And 3 years back, when I first learned about James Veitch, I just had to try it out myself. Replying to spam emails. From Nigerian princes. Cold emails from ‘celebrities’. Confirmation emails that require replying to unsubscribe.

If you’re curious as to how he pulls it off, you can check out his Hilarious (yes with a capital ‘H’) TED talks: here, here, and here.

What I did

When I received:

Subject: Save a 80% Off meds delivered discretely to your door

Don’t miss this once in a lifetime chance to get 80% off of a lifetime supply of Viagra!
GotBanq

… my keyboard was ready.

Continue reading “#unfiltered #22 The Lesson I Learned from Purposefully Replying to Spam Emails – Persistence, The Attention Allocation, and a Little Hack I Use”

A Reminder of “Why I Love You” – Managing Downtime and Dynamics Between Fundraising Meetings

love, founder vc love, vc fundraising meetings

I recently read Mark Suster‘s 2018 blog post about startups on “Remind me why I love you again?”. As an extremely active VC, he specifically detailed why, unfortunately, by meeting 2, 3, and so on with a founder, he may forget the context of reconnecting and why the founder/startup is so amazing. And, simply, he calls it “love decay”.

Mark Suster’s graph on ‘Love Decay’

The longer it has been since a VC/founder’s last meeting, the harder it is to recall the context of the current meeting. Though I may not be as over-saturated with deal flow as Mark is, it is an unfortunate circumstance I come across in meeting 5-10 founders and replying to 100+ emails a week.

Continue reading “A Reminder of “Why I Love You” – Managing Downtime and Dynamics Between Fundraising Meetings”

#unfiltered #21 The Recipe for Personal Growth – Thomas Keller’s Equation for Execution, The VC/Startup Parallel, Helping Others, La Recette Pour La Citron Pressé

lantern, personal growth, light

Over the weekend, I was brewing up some mad lemonade. ‘Cause well, that’s the summer thing to do. Since I’m limited in my expeditions outdoors, it’s just watching the sun skim over the horizon, blossoming its rose petals across the evening sky, in my backyard, sipping on homemade lemonade. If you’re curious about my recipe, I’ll include it at the bottom of this post.

When I’m cooking or performing acts of flavor mad science, I enjoy listening to food-related podcasts, like Kappy’s Beyond the Plate, Kappy’s CookTracks or Bon Appétit’s Foodcast. Unfortunately, all are on a temporary hiatus. So, I opted for the next best – YouTube videos. And recently, a curious video popped up in my Recommended feed. A 2010 TED Talk with Thomas Keller.

Thomas Keller. An individual probably best known, among many others, for his achievements with The French Laundry. Needless to say, I was enamored by his talk. But the fireworks in my head didn’t start going off until the 12:46 mark.

Continue reading “#unfiltered #21 The Recipe for Personal Growth – Thomas Keller’s Equation for Execution, The VC/Startup Parallel, Helping Others, La Recette Pour La Citron Pressé”

Why Aren’t Investment Theses Hyper-Specific?

pedestrian, vc investment thesis

As a result of my commitment to provide feedback for every founder who wants a second (or third) pair of eyes on their pitch deck, I’ve been jumping on 30-minute to 1-hour calls with folks. Although I’ve had this internal commitment ever since I started in venture, I didn’t vocalize it until earlier this year. And you know, realistically, this is not gonna scale well… at all. But hey, I’ll worry about that bridge when I cross it.

Something I noticed fairly recently, which admittedly may partly be confirmation bias ever since I became cognizant of it, is that there have been a significant number of founders currently fundraising who complain to me about:

  1. Many VCs don’t have their investment thesis online/public.
  2. Of those that are, VCs have “too broad” of a thesis.

So, it got me thinking and asking some colleagues. And I will be the first to admit this is all anecdotal, limited by the scope of my network. But it makes sense. That said, if you think I missed, overlooked, over- or underestimated anything, let me know.

The Exclusionary Biases

By virtue of specificity, you are, by definition, excluding some population out there. For example, in focusing only on potential investments in the Bay, you are excluding everyone else outside or can’t reach the Bay in one way or another. Here’s another. Let’s say you look for founders that are graduates from X, Y, or Z university. You are, in effect, excluding graduates from other schools, but also, those who haven’t graduated or did not have the opportunity to graduate at all.

The seed market example

Here’s one last one. This is more of an implicit specificity around the market. The (pre-) seed market is designed for largely two populations of founders:

  1. Serial entrepreneurs, who’ve had at least one exit;
  2. And, single-digit (or low double) employees of wildly successful ventures.

Why? You, as a founder, are at a stage where you have yet to prove product-market fit. Sometimes, not even traction to back it up. And when you’re unable to play the numbers game (like during the stages at the A and up), VCs are betting on the you and your team. So, to start off, we (and I say that because I’ve been guilty of overemphasizing this before) look into your background.

  • What did your professional career look like before this?
  • Do you have the entrepreneurial bone in your body?
  • How long have you spent in the idea maze?

The delta between a good investor and a great investor

Let’s say an investor were to be approached by two founders with the exact same product, almost identical team, same amount of traction, same years of experience, and let’s, for argument’s sake, have spent the same number of years contemplating the problem, but the only difference is where they came from. One is a first-time founder from [insert corporate America]. The other is the 5th employee of X amazing startup. Many VCs I’ve talked with would and have defaulted on the latter. And the answer is reinforced if the latter is a founder with an exit.

The question wasn’t made to be fair. And, it’s not fair. To the VCs’ credit, their job is to de-risk each of their investments. Or else, it’d be gambling. One way to do so is to check the founder’s professional track record. But the delta here that differentiates the good from the great investor is that great investors pause after given this information and right before they make a conclusion. That pause that gives them time to ask and weigh in on:

What is this founder(s)’ narrative beyond the LinkedIn resume?

Shifting the scope

It’s not about the quantitative, but about the qualitative. It’s not about the batting average, but about the number and distance of the home runs. So instead of the earlier question:

  • How long have you spent in the idea maze?

And instead…

  • What have you learned in your time in the idea maze?

Similarly, from what I’ve gathered from my friends in deep/frontier tech, instead of:

  • How many publications have you published?

And instead…

  • Where are you listed in the authorship of that research? The first? The second? The 20th?
    • For context of those outside of the industry, where one is listed defines how much that person has contributed towards the research.
    • As a slight nuance, there are some publications, where the “most important” individual is listed last. Usually a professor who mentored the researchers, but not always.
  • And, how many times has your research been cited?

Some more context onto specificity

Some other touch points on why (public) investment theses are broad:

  • FOMO. Investors are scared of the ‘whats if’s’. The market opportunity in aggregate is always smaller than the opportunity in the non-aggregate.
  • Hyper-specific theses self-selects founders out who think they’re not a ‘perfect fit’. Very similar to job posts and their respective ‘requirements’.
  • Some keep their thesis broad in the beginning before refining it over time. This is more of a trend with generalist funds.
  • Theses are broad by firm, but more specific by partner. The latter of which isn’t always public, but can generally be tracked by tracking their previous investments, Twitter (or other social media) posts, and what makes them say no. Or simply, by asking them.

The pros of specificity

Up to this point, it may seem like specificity isn’t necessarily a good thing for an investor. At least to put out publicly.

But in many cases, it is. It helps with funneling out noise, which makes it easier to find the signals. It may mean less deal flow, which means less ‘busy’ work. But you get to focus more time on the ones you really care about. And hopefully lead to better capital and resource allocation. The important part is to check your biases when honing the thesis. Also, happens to be the reason why LPs (limited partners – investors who invest in VCs) love multi-GP funds (ideally of different backgrounds). Since there are others who will check your blind side.

Specificity also works in targeting specific populations that may historically be underrepresented or underestimated. Like a fund dedicated to female founders or BIPOC founders or drop-outs or immigrant founders. Broad theses, in this case, often inversely impact the diversity of investments for a fund. When you’re not focusing on anyone, you’re focusing on no one. Then, the default goes back to your track record of investments. And your track record is often self-perpetuating. If you’ve previously backed Stanford grads, you’re most likely going to continue to attract Stanford grads. If you’ve previously backed white male founders, that’ll most likely continue to be the case. In effect, you’re alienating those who don’t fit the founder archetype you’ve previously invested in.

In closing

We are, naturally, seekers of homogeneity. We naturally form cliques in our social and professional circles. And the more we seek it – consciously and subconsciously, the more it perpetuates in our lives. Focus on heterogeneity. I’m always working to consider biases – implicit and explicit – in my life and seeing how I’m self-selecting myself out of many social circles.

Whether you, my friend, are an investor or not. Our inputs define our outputs. Much like the food we put in our body. So, if there’s anything I hope you can take away from this post, I want you to:

  1. Take a step back,
  2. And examine what personal time, effort, social, and capital biases are we using to set the parameters of our investment theses.

Photo by Andrew Teoh 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!