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Chris Dixon: The bowling pin strategy

quoted from The bowling pin strategy

A huge challenge for user-generated websites is overcoming the chicken-and-egg problem: attracting users and contributors when you are starting with zero content. One way to approach this challenge is to use what Geoffrey Moore calls the bowling pin strategy: find a niche where the chicken-and-egg problem is more easily overcome and then find ways to hop from that niche to other niches and eventually to the broader market.

Facebook executed the bowling pin strategy brilliantly by starting at Harvard and then spreading out to other colleges and eventually the general public.  If Facebook started out with, say, 1000 users spread randomly across the world, it wouldn’t have been very useful to anyone.  But having the first 1000 users at Harvard made it extremely useful to Harvard students.  Those students in turn had friends at other colleges, allowing Facebook to hop from one school to another.

Yelp also used a bowling pin strategy by focusing first on getting critical mass in one location – San Francisco – and then expanding out from there.  They also focused on activities that (at the time) social networking users favored: dining out, clubbing and shopping. Contrast this to their direct competitors that were started around the same time, were equally well funded, yet have been far less successful.

How do you identify a good initial niche?  First, it has to be a true community – people who have shared interests and frequently interact with one another.  They should also have a particularly strong need for your product to be willing to put up with an initial lack of content. Stack Overflow chose programmers as their first niche, presumably because that’s a community where the Stack Overflow founders were influential and where the competing websites weren’t satisfying demand. Quora chose technology investors and entrepreneurs, presumably also because that’s where the founders were influential and well connected. Both of these niches tend to be very active online and are likely to have have many other interests, hence the spillover potential into other niches is high. (Stack Overflow’s cooking site is growing nicely – many of the initial users are programmers who crossed over).

Location based services like Foursquare started out focused primarily on dense cities like New York City where users are more likely to serendipitously bump into friends or use tips to discover new things. Facebook has such massive scale that it is able to roll out its LBS product (Places) to 500M users at once and not bother with a niche strategy.  Presumably certain groups are more likely to use Facebook check-ins than others, but with Facebook’s scale they can let the users figure this out instead of having to plan it deliberately. That said, history suggests that big companies who rely on this “carpet bombing strategy” are often upended by focused startups who take over one niche at a time.

Focus is a really important for early stage startups, as it forces you to stay close to your customers while achieving product / market fit. It also allows you to concentrate any word-of-mouth effects you may have, helping you build your brand + critical mass. Great post by Chris (as usual).

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Separating Men from boys

(This was published to my letter.ly newsletter June 17th. To get more like this, sign up at letter.ly/dave. Thanks! It helps pay my rent. I'm not kidding — letter.ly already pays 30% of my rent!)

Hi all,
 
Since i'm out fundraising for Postling right now, I thought I'd briefly talk about something I've noticed – there are true early stage VCs, and then there are investment bankers who invest in companies who call themselves startups. What I mean by that is there are VCs who recognize a good team + good idea + good market and will, without hesitation, pull out the check book. And then there are VCs who want to see revenue / run-rate projections to "prove" value. Guess which ones end up doing better?
 
I'll give a little more detail. Right now my company is in an interesting position where we've had sustained strong user growth and we've started to get some revenue from the paid features we launched last month. And I've been talking to about a dozen VCs. Some of them (all East Coast based) say, "We like the idea, we like the team, we like the market" but hem and haw about investing because they want to see more "revenue traction".
 
Then you talk to other VCs (mostly West Coast but some East Coast) who immediately get it. Their reactions are "Love it" and "This makes total sense" and "You're going to be like X but a lot more profitable". And these people don't need to see what my free -> paid conversion rate is, because they know a great team in a great market will make magic happen.
 
This is a big reason why a small number of funds are very successful and everyone else has done terribly. You're either in it to win, or you're in it to collect your management fee. The truth comes out when it's time to make the tough decisions.
 
Dave
 
NB — As a side note, notice how the majority of returns are coming from small funds and not big ones. In fact, as Josh Kopelman says, "small funds are 24 times more likely to produce returns above 2X than large funds". There are a couple reasons why that is, but one of them is that it's the small funds that are focusing on early stage investing, and that's where the most tough calls are concentrated. In later stage investing, you've got all kinds of financial models available to help you make more comfortable decisions. The true winners are super-angels like Ron Conway, Dave McClure, Founders Collective, etc.

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Email Personalization

(This was the very first paid email newsletter I sent out, a little over a month ago. I'm publishing it here because people have asked for examples of the content I publish to my letter.ly. You can sign up for future newsletters at letter.ly/dave. It'll cost you $4/month — the price of a latte — but as a group you can help get a poor entrepreneur out of NJ.)

There's been some talk recently (FredDaveMarkMike) about how email needs to be fixed. The general complaint is that recency is a terrible sorting algorithm and what would be better is a system that took into account the importance of the sender, the relevancy of topic, the closeness in social network, etc. Joshua thinks email is stuck because users are so used to email that they now reject any new innovations (which is an interesting concept in itself), rejecting startups like GistXobniEtacts, and Rapportive. Even Gmail (with it's marginal innovations) is a distant third to market leaders Hotmail and Yahoo.
 
So what's going on? Why can't we "sort by magic"? The problem isn't with the algorithm, it's with the user experience.
 
Getting a personalization algorithm right is really hard. You need to have massive amounts of data, strong signals of intent to sort through the data, and checks in place to avoid overrepresentation of popular items. Amazon can do it in books, but has trouble in apparel (seasonal items don't have any purchase data when they hit the shelves, and too many people go to amazon to buy "safe" apparel like white t-shirts and socks). But one of the most underrated necessities of a successful personalization feature is the user experience.
 
If you go to Your Store on amazon, you'll notice that each item that is recommended to you comes with an explanation as to why that product was chosen. "Recommended because you purchased X" or "Recommended because you added Y to your Shopping Cart". This is critical because algorithms are by nature black boxes, and people (who generally distrust technology) hate what they don't understand. So the first step is to explain why you are making the recommendation.
 
The second thing you'll notice is the "Fix This" link. This is just as important as the explanation, as it changes the algorithm from a hated black box to something the user can improve. Bought that gadget as a gift? Remove it from consideration. Want to see more variance in your results? You can change that (OK, not on Amazon, but theoretically). 
 
So the way for email personalization to work is to explain why the algorithm thinks these emails are the most important ones for you to look at and provide mechanisms to tweak the algorithm so that it truly is perfect for you.

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Me speaking at NYC Startup Weekend. Photo by organizer Shane Reiser.

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The Carried Interest Debate

(This was originally sent to my email newsletter list. I'm posting this publicly because people have asked for examples of what I publish. You can sign up at letter.ly/dave)

 

Hot topic the last few days are VCs railing against the proposed new tax legislation on carried interest. The proposal is to tax the money VCs make on their investments as regular income instead of as capital gains (which is the tax you pay if you were to make money buying stocks on the stock market). The argument for the tax is that it is income, and special capital gains treatment should be reserved for cases when you are investing your own money (a big risk), not somebody elses (and getting paid to do so).

 

Here's more detail, for those of you who aren't familiar. University endowments, giant pension funds, and the like invest their money in a bunch of different ways to both maximize their returns and diversify their risk. One of these "asset classes" is venture capital. They pay VC firms a fee of 2% of the total money invested to take their money and invest it into promising startups. To encourage VCs to pick the most promising startups, they also give VCs 20% of the profits from the startups that are successful. This is called the "carry". 

 

From the NY Times article:

"Under current rules, carried interest is taxed federally at a rate of 15 percent because it is treated as a capital gain. That contrasts with the tax rate on ordinary income, which can be as high as 35 percent. The plan approved by the House, which overcame strong lobbying pressure from Wall Street, amounted to a compromise that would tax 75 percent of carried interest as ordinary income and 25 percent as capital gains. It is expected to raise more than $17 billion in tax revenue over the next decade."

 

The argument against the tax increase is that VCs will immediately pass along the higher tax cost to the LPs in an effort to maintain their profit margins. In the face of reduced revenues, LPs will divert money going to VCs into other asset classes that have higher returns. This (they claim) will result in fewer dollars available to invest into startups, which will result in the creation of fewer jobs. Therefore, the new tax hurts the economy.

 

I don't buy it, and here's why. First of all, the best startups will always be able to find VC money because VC money isn't disappearing, just shrinking (maybe). And it's the best startups that result in creating the majority of jobs. It's also the best startups that create the 100x returns that VC funds are structured to require. The top funds result in the majority of VC returns, with the rest (over the last decade) barely breaking even or worse. So LPs will be even more competitive to try and get their money into the top funds, and it's the poor performing funds that will suffer. So yes, fewer jobs will be created, in that sucky VC firms will die and the bad investments they would have made will never exist. In my opinion, the projected $17 Billion in tax revenue seems more than enough to make up for it.

 

My argument breaks down if LPs shift so much money away from VC that it affects the top VC firms. I don't think that will happen, as LPs need to diversify their portfolios and high risk / high reward asset classes like VC are important pieces of that portfolio. The poor returns of VC funds over the last decade will be a good test of this theory – who cares what the tax rate is if your ROI was 0%!

 

This is definitely a complex issue, and I want to hear your thoughts on the matter, so please reply! 

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