Insight Arbitrage

Most investors try to “slot” startups in their heads, whereas extraordinary venture outcomes lie in the “slot violations”.

A few weeks back, I was helping a portfolio founder put together the story and deck for raising the next round. This company is one of the true category-creators I have seen in my career and has now reached a PMF tipping point that will lead to explosive growth going forward. Customers and channel partners are literally pulling the product out of the company’s hands, and all metrics are going up and to the right.

Despite this, the founder was sharing how difficult it still is for him to explain the business, the market opportunity, and how this is an extremely differentiated play to investors. Having seen this startup’s thesis play out as an existing investor, my conviction on it is 200% but despite powerful operating signals, it’s still non-trivial to put together a narrative that investors “get” immediately.

This isn’t a new pattern. I have seen this repeatedly play out with truly groundbreaking companies, simply because most investors prima facie, try to “slot” the company in their heads within the first few minutes of the 1st meeting. These slots are pre-existing buckets created by years of pattern-matching, and not surprisingly, 90% of startups can easily fit into one or more of these slots – eg. big company exec stepping out to start an enterprise company, young engineers hacking a dev tool, repeat founder building in the same market, generalist founders executing really fast in SaaS etc.

The issue is this – history tells us that extraordinary venture outcomes are created in the narrative violations (or what I now call “slot violations”). These are companies that are hard to understand in the present moment, being built by founders who are quirky and/or with non-obvious backgrounds, or resulting from messy pivots. Well-known examples include:

As a venture investor, I think a lot about what mental models to use in order to spot these slot violations. Thinking through the earlier discussion with the portfolio founder, it was clear that even though investors might struggle to slot the company at this moment, the market was clearly resonating with the product. In a way, the early adopters in the market had been educated by the founder and therefore, were already bought into the “insight”, whereas the existing mental models of investors were lagging in their appreciation of this insight.

I call this “Insight Arbitrage” – the delta between the market’s and investors’ understanding of a startup’s unique insight. At the pre-seed stage, this market understanding will be mostly qualitative and anecdotal. At the seed stage, this understanding will still be likely on a very small base of users.

Because a majority of investors find it hard to build conviction in the above two scenarios, an Insight Arbitrage continues to perpetually exist in the venture world. And I believe that this is where an opportunity lies for investors like myself to generate alpha, provided we show the courage to trust this arbitrage and put our money behind it.

Audio Overview of this post (via NotebookLM):

Staying In The Ring Long Enough

While the key to generating outlier returns in any asset class is to be non-consensus-and-right, the “right” can take a long time to play out. Case in point: Bitcoin.

With inflows into Bitcoin ETFs gaining momentum, the price of Bitcoin has reached ~$52k. Driven by tailwinds of broad-based institutional and retail adoption, a $100k price point appears to be an eventuality, with the imagination of believers now extending to $500k levels (Cathie Wood’s Bitcoin price predictions don’t seem that outrageous anymore!).

Was recently discussing this with an old friend who has been a super-early adopter of Crypto (from the $100-200 BTC price days!). As I congratulated him on what I presumed were “giant payoffs from his early conviction”, he said something interesting:

Even those who got into Bitcoin very early, very few of them have been able to hold on to it during the down cycles.

He was alluding not just to people holding Bitcoin, but even those holding Coinbase stock, including employees who worked there. As the SEC cracked down on the company, combined with the FTX scam and plunging price of Bitcoin, even the most ardent believers in Coinbase ended up selling.

Since then, the US landscape for Crypto has completely changed (read my post: Bitcoin ETFs and The Challenges of Digital Gold). With Binance out of the equation and the regulator proactively bringing all Bitcoin activity onshore and under its domestic purview, Coinbase has emerged as the dominant exchange infra backbone for Bitcoin. This has resulted in the stock being up ~128% in the last 6 months!

So why am I doing this hindsight analysis? I think it highlights a concept I think about a lot, especially given its relevance to my job as a venture investor:

To generate asymmetric returns, you need to have the capacity to stay in the ring long enough for your high-conviction yet non-consensus beliefs to play out.

As I wrote in my post ‘An Investing Framework to Find Startup Diamonds‘, the key to generating benchmarking-beating returns in any asset class is to be non-consensus-and-right. However, there is a hidden nuance in this. The “right” can take a long time to play out.

Benjamin Graham, the Guru of value investing, has taught us that any security’s price should ultimately converge to its intrinsic value (calculated by discounting its future cash flows or DCF). However, he doesn’t give any guarantees as to when this convergence will happen. As the OG investor Joel Greenblatt says:

If you do good valuation work, the market will agree with you eventually. You just don’t know when.

Joel Greenblatt

This is a critically important point. Having a strongly held, non-consensus belief is necessary but not sufficient. Translating this belief into actual returns requires having enough staying power (personal and professional) to withstand the gyrations of Mr Market till its view converges with your own.

This also applies to the frequently discussed topic of the importance of timing for a startup. Essentially, in hindsight, every outlier startup seemed to have started at just the right time to be able to get massive market adoption from some sort of secular tailwind. Think of Uber as leveraging that moment in time when smartphones got GPS capabilities. Or Zoom leveraging the rise of remote work through Covid lockdowns.

I have a strong view on this. I believe narratives around timing are all post-facto. Even the best founders and investors can at best, only build strong conviction on a long-term secular trend from first principles. It’s impossible to predict exactly when this trend will reach a tipping point. Brian Armstrong (Coinbase Founder) and Fred Wilson (USV, first investor in Coinbase) spotted the power of Bitcoin early. Still, they could never have predicted the continued prevalence of zero interest rates for a decade, rampant money printing, rise in national debt, and ultimately, Covid as a tipping point for Crypto.

However, what was in their control was having the conviction to stay in the game and keep building for a decade till the market started agreeing with them. For startups to survive this long, this means:

(1) Founders need grit,

(2) Investors need patience; and

(3) The company needs a continuous cash runway.

That’s why the more outrageously non-consensus the founder’s thesis is, the more I advise such founders to watch their burn as:

Having enough runway is key to staying in the ring. Runway comes from either the ability to periodically access capital markets and/or control burn to make the capital last longer. The former is often not in the founder’s control. The latter always is.

I use this Bitcoin/ Coinbase mental model to keep reminding myself to be extraordinarily patient with my non-consensus bets as a venture investor and also to keep reminding portfolio founders about the importance of staying in the game. From a picking perspective, this means indexing on “grit” as a critical founder trait while evaluating new investments.

Want to leave you with this quote from John Maynard Keynes, the father of modern macroeconomics:

Markets can remain irrational longer than you can remain solvent.

John Maynard Keynes (via a Howard Marks memo)

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