The Brown Swan Theory
Venture investors continue to be attracted to consumer internet investments like moths to a candle. VentureBeat and ChubbyBrain (what a name!) indicated that Internet sector investments surged in Q4 of 2009 by 40% over Q3 to $1.5 billion. Yet the distribution of returns to Internet investors remains both highly consolidated. Granted, Internet sector can mean a lot of things to a lot of people, but it begs the question: Why do investors continue to pour money into the segment?
- The opportunity for hugely outsize returns: The black swan.
- Visibility. Activity begets activity, and visible activity especially so. It may not directly impact investment return, but it certainly enhances a firm’s profile (unless the investment is unsuccessful, of course), attracting more black swan opportunities, in a virtuous cycle.
- Scale begets scale. This point is perhaps least appreciated. Unlike in B2B plays, successful consumer internet companies experience a period of growth during which revenue becomes easier to scale with size, rather than harder. This third point, I believe, is what makes the sector so appealing and fundamentally enables the opportunity for outsize returns.
Scaling A Business to Business Company

In Business to Business companies, even those with a SaaS delivery model, scaling revenue goes from very difficult to difficult, then to easier, then back to very difficult. The very first revenue is hard won. Companies can spend a long time trying to find the right product / market / sales model fit, doing under, to pick a number, a million dollars in revenue per quarter.
Companies that get out of this stage and into, say, a million or more of revenue per quarter can often scale their way to between $10M and $50M or even $100M of revenue per year at a “good” growth rate – with the great ones achieving 50 – 100% year over year growth.
But continuing to grow sales at this rate is historically unsustainable in the long run, and investment bankers looking at potential IPO’s have indicated that a growth rate in the 25% year over year range is more believable.
Why Does Sales Growth Slow?
Scaling sales past the $50M – $100M range requires leverage. It requires not only a very large market, but an efficient sales infrastructure to sell into that market, both in the form of new sales and additional sales to existing customers.
That kind of leverage and efficiency comes from a large channel that can support selling to the market – either directly, through the hiring of large numbers of sales people, or indirectly, through existing channel partners that can reach the volume of customers required to obtain that level of revenue – and growth.
Leverage is hard to get and ultimately reaches a limit, leading to reduced year over year growth.
The Consumer Internet Paradox
The appeal of successfully monetized consumer internet businesses (and the promise of those that are scaling users but not yet scaling revenue) is the long period of hyper-growth these businesses experience.
Consumer internet businesses are relatively easy to start, but it’s hard for them to get momentum. But if a consumer internet company can get the flywheel spinning, monetization at scale becomes easier and easier for a much longer period of time than for business to business companies.
That’s because successful consumer Internet companies — particularly those with a viral user acquisition dynamic — get unbelievable customer (user) acquisition leverage. That leverage comes in the form of existing customers (users) acquiring more user, virtually for free: zero cost user acquisition.
In the business world, scale delivers some leverage in the form of customer references and category leadership, but the company still has to sell the product — existing customers don’t sell the product to other customers. In the consumer world, they do.
Scaling A Consumer Internet Company

The challenge for investors is that investing in a great consumer internet company is very hard to do, because consumers are incredibly fickle and behave as a crowd. The right consumer Internet investment strategy? Invest early in a lot (that is, potentially 100′s of deals) with an ultra high probability of losing all the money (but a a very small chance to make a ton) or invest late, waiting until real traction is proven.
Conclusion
Nassim Nicholas Taleb is well-known for his Black Swan Theory. Although talks about taking advantage of positive black swan events, he often focuses on rare negative events (“avoid being the turkey”).
In venture investing, the weight is flipped. It’s absolutely essential to identify risks, but first and foremost in generating returns is exploiting rare positive black swan opportunities when they occur.
Just as valid as asking why investors continue to invest in the Internet sector given the low probably of success is asking why they don’t make that high beta investment sector their only one in an asset class invested in for its high beta-ness.
The answer might best be called The Brown Swan Theory: Managing large pools of capital requires a strategic framework that allows for identifying and investing in positive Black Swans when they occur, and for doing it at the same time as demonstrating a path to market outperforming returns on a regular basis.
That’s the easy part. The hard part, of course, is not missing too many black swans.
