Products Don't Spread Virally
messymatters.com
messymatters.com
The lone Facebook app in the study is one that the authors made themselves, and it's no surprise if you've never heard of it: while I wouldn't take AppData's stats as golden, they're usually in the ballpark, and they claim Friend Sense maxed out at 317 MAU (http://www.appdata.com/apps/facebook/7890187783-friend-sense) - to give you a sense of scale, the 2000th most popular app on Facebook had over 100,000 MAU (http://www.appdata.com/leaderboard/apps?fanbase=0&metric...). Even under the assumption that it's hard to get solid data on such low traffic apps, it's easy to conclude that no, Friend Sense is not a representative example of a successful Facebook application, let alone a viral hit...
I can't give you numbers or anything, but I don't need to violate an NDA to tell you that if you're actually at a point where you're making real money off of Facebook apps, you're almost certainly seeing non-negligible virality, and you should be thinking about it, measuring it, and incorporating it into whatever business analysis you're doing. Your viral coefficient may not be greater than 1 (and if it is, God bless you and enjoy the ride, at least until you saturate!), but trying to increase it is nowhere near as futile as these authors claim - successful apps have network structures that can be very broad and very deep, and most would not have been successful at all without them.
The study considered a pretty diverse set of online stuff, with, I presume, many millions of total adoptions. Essentially none of those adoptions were due to viral propagation.
That seems compelling to me.
(PS, I'm Sharad Goel's coblogger at Messy Matters though I wasn't involved in this research.)
I can count on one hand the number of times where I have forwarded something, or had forwarded to me, something that was "viral".
Every "viral" meme I've ever seen came from a specific broadcast-dominant system. Whether it be Slashdot, Reddit, HN and so on; I've gotten 'infected' simultaneously with thousands or millions of other people. There was no peer-to-peer spread, merely a direct fanout to individuals.
Whenever my friends and I have commented on a current meme, we've been synchronised to within about 48 hours by the propagation of memes between websites, not people.
To redeem money in Paypal, you needed an account.
If you got an email from a HoTMaiL user, there was a viral auto inserted footer.
And, most important, for these two products, they didn't attempt to track your every click, plain web urls...
To receive the message with "viral" footer, you had to already have a mailbox. If you did, why bother?
Maybe it was viral in the sense that it was the first widespread webmail and thus was in demand?
Hotmail with its simple tag line - get hotmail, free web based email was a pioneer.
For me, it was my very first personal cloud based service. At a time when those who had email accounts had them through thick clients like Eudora. It was a big deal. I still retain my hotmail account for sentimental reasons.
This was never how I conceptualized the idea of "viral". I basically viewed it as "taking on a life of it's own" such that it took little initial effort to get a big effect. Yes, people spreading it is a factor, but if it weren't inherently interesting in some way, it wouldn't be "contagious".
Edit: Besides, supposedly the first 50 cases of AIDS in the US could all be traced back to one person. Even actual virii don't follow the path this piece seems to artificially be trying to impose on the term
The only way to be sure of the actual spread graph is to monitor an invite-only service, which of course might not be 100% representative of other kinds of services/products.
2. There is no link to the paper it is talking about.
3. The blog post has many holes in the reasoning.
By the way I really liked the 'spreadable media' idea by Henry Jenkins and his arguments against using the word 'viral' (http://www.henryjenkins.org/2009/02/if_it_doesnt_spread_its_...).