7 Viral Marketing Lessons Learned from The Swine Flu Virus

The name viral marketing stems from the theory that ideas spread like viruses, making epidemiological metaphors and models useful when attempting to understand the spread of memes. Since the goal of any viral marketer is to create a pandemic with their campaign, we can learn a lot from the early spread of Swine Flu. Here are 7 valuable lessons to take away from this virus.

1 Seed Selection

First emerging near the very densely populated Mexico City, Swine Flu seemed to travel to half a dozen other countries around the world over night. Many of the first confirmed cases were among children in schools who had taken trips to the popular Mexican vacation destination.

Children, due to their gregarious nature and low levels of hygiene awareness, are called the “super spreaders” of this outbreak, prompting many schools to close. Children are often blamed for a host of illnesses, but perhaps the most famous super spreader was Typhoid Mary, a cook who was responsible for 2 outbreaks of typhoid fever in the early part of the 1900s.

When planning to seed a viral marketing campaign it is important to take into account which members of the target audience have the most potential to be contagious. Typically, savvy social media users, including bloggers, Twitter users, Diggers and Facebook fanatics, are the best seeds.

2 Knowledge Gaps

A phenomenon I first noticed when reading a World War II era research paper by the CIA-precursor, the OSS, discusses the spreading of information when knowledge about a particular topic is scarce.

The OSS paper says that good rumors are “provoked by” and provide interpretation or elaboration on a current event, filling a “knowledge gap.” If the locals heard a big boom earlier in the day, a rumor could easily be constructed to explain it if the authorities did not.

In the absence of official or authoritative information, rumors proliferate. The CDC has actually been pretty good at communicating authoritative information about Swine Flu, but in those pockets where people are unaware of it, lots of “theories” and “facts” have emerged. For example, some countries have banned imports of pork products, despite the fact that meat cannot carry the Swine Flu virus, h2N1.

3 Addition vs Replacement

Because the common name “Swine Flu” misrepresents the origin and dangers of the virus (and does not conform to historic convention of naming influenza outbreaks for the geographic region they first emerged from), several organizations have tried to “rename” it, but none have taken hold in the public discourse.

Each of us has a mental framework of ideas built on each other that we use to view and understand the world around us. When we are exposed to a new meme that contradicts an existing portion of our framework, it is very difficult for the new idea to replace the old idea. It is much easier for us to assimilate new ideas that either agree with or expand on our existing mental frameworks. Think of an under-construction brick house: it takes much more effort to replace a previously laid brick with a new one than it does to begin building an addition onto the house with the new bricks.

4 Novelty

One of the factors that makes this version of the swine flu so dangerous is that it is a novel combination of several genetic sources for which humans have built up no natural immunity and for which no vaccines exist. The 2009 version of the h2N1 virus is essentially a remix of previously existing strains and may form the bridge by which the most virulent forms of human, bird and swine flus can merge and co-evolve.

In the study of applied memetics, we learn that one of the requirements for a successful meme is that it possess some form of novelty. It is often easiest to achieve easily understood novelty by putting new content in an old structure, or putting old content in a new structure.

5 Communal Recreation

Viruses evolve like a giant game of “telephone,” as each host that becomes infected with a particular strain offers the pathogen a chance to evolve into a new variety. This means that the Swine Flu is rapidly morphing and multiple strains probably already exist. The higher mortality rate in Mexico may be due to a more deadly version having evolved there that hasn’t yet spread abroad.

In urban legends, rumors, slang and many other forms of social communication, each person who is exposed to a particular meme creates their own version of it before passing it on, often fitting it to their personal and societal frameworks, thereby making it more adept at spreading in their community. Therefore, successful campaigns must allow and encourage remixing by their target audiences.

6 Infectious Period Length

The period of time from infection to non-contagiousness of a pathogen is known as it’s “infectious period.” This is when the person is a potential seed for the virus. The CDC has defined Swine Flu’s infection period as:

Infectious period for a confirmed case of swine influenza A (h2N1) virus infection is defined as 1 day prior to the case’s illness onset to 7 days after onset.

The longer the infectious period lasts, the more secondary cases may result from an un-quarantined primary case.

In the case of most viral and social marketing campaigns, the infectious period exists as an event rather than a period of time. An “infected” person will blog or Tweet about something. The goal for viral marketers looking to exploit the infectious period should then be to increase the number of infectious events each individual will undertake.

7 Endemic vs Epidemic

In mathematical models of epidemiology, there are 2 concepts of the “state” of the spread of a “successful” pathogen: endemic steady state and epidemic. Assuming a population with zero immunity (because this outbreak is a novel h2N1 strain, no one has any natural immunity to it yet), an endemic state indicates that each infected person infects exactly 1 other person; an epidemic state indicates that each case will cause multiple cases. The steady state means that the outbreak will continue to spread without external influences. Viruses that enter the epidemic state will eventually either die out due to exponential growth or reach the endemic steady state.

In viral marketing, we must strive to understand and improve the reproduction rate of our campaigns. We can assume zero immunity because, except in certain rare cases, people aren’t immune to most ideas. With social marketing, however, we tend to see a reproduction rate of far under 1, that is each “infected” person will infect less than 1 person on average. This has lead to research into extending the total reach of a meme through “big seeding,” but when you model total campaign spread as a function of seed size and reproduction rate, it is much more effective to increase the reproduction rate. As marketers, it is crucial to encourage each user to spread the campaign to as many other users as possible, rather than try to “seed” it with huge numbers of initial users.

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My Spring-Summer 2009 North American Tour

I’ve been speaking at various conferences over the past year, but this summer is shaping up to be my busiest yet.

First up is Convergence 2009 in Vancouver on May 11th. I’ll be talking about the intersection of web search and social media.

Then I’m headed to WordCamp Mid Atlantic on May 16 in Baltimore. I’ll be talking about integrating WordPress with Twitter and other social media sites.

Then, on May 26 and 27, I’ll be in Mountain View California speaking at the 140 Twitter Conference. The panel(s) I’m on and topics are TBD.

Finally,  June 8 through June 10 I’ll be in Toronto at SES discussing which social web signals search quality engineers might be looking at to determine a site’s authority.

If you’re planning to go to any of these conferences, please come say hi.

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Get More ReTweets With ReTweet.net

I’ve been working on a variety of tools that use my ReTweet Mapper as a foundation, like The ReTweetability Index. But the coolest one of them all will be ReTweet.net.

I’ve had most of this code written for quite a while, but I’ve been too busy to finish it enough to release it. So I pulled out some of the basic functionality and made a little teaser version just to see what everyone thinks about it.

This version of the tool allows you to enter the URL of a page or blog post you’d like to have ReTweeted and receive suggestions of highly ReTweetable related words to add to your content and use when Tweeting said content.

The full version will show you those users who are the most ReTweetable when it comes to content related to yours. It will also allow you to schedule Tweets to be posted during the most ReTweetable times and days, as well as “seeding” your content via DM to those ReTweetable users who have given you permission to DM them. Once your Tweet goes out, the system tracks ReTweets and clicks it gets, thereby allowing you to test and refine your content further.

So go check it out and let me know what you think.

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Congratulations to the Newly Certified Viral Marketing Scientists


For April Fool’s day I launched the Institute for Viral Marketing Scientist and had a little contest for people to become “Certified Viral Marketing Scientists” by getting “credits” from their friends on Twitter. After a week, the top scientist won a bunch of prizes from the very cool IVMS sponsors.


In that week, over 900 votes were cast; 13 participants earned the requisite 20 credits (or more) and became certified scientists.

The winner, Wombat5277 received 166 credits in under a week and had this to say about winning:

Being named the top Viral Marketing Strategist in my class is without a doubt the highest honor I have ever received. I make an oath to only use my new IVMS status for the betterment of my fellow man. Thank you.

If you want to follow some top quality viral marketing scientists, check out our entire 2009 class:


Rank       Student Credits
1    wombat5277          166
2    christinagayle          148
3    kennyhyder          46
4    alisond          37
5    zaibatsu          34
6    seosem          30
7    adriansoare          28
8    monicawright          26
9    trontastic          26
10    darko156          24
11    kemeny_x          22
12    digital_paper          21
13    annakdeleo          20

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Introducing The Institute for Viral Marketing Science

The dichotomy that has driven me to pursue what I call viral marketing science is that there are two ways to go about creating contagious campaigns. There is the path of conjecture and black magic “gurus” who cite un-researched social marketing “advice.” Then there is the path of data, analysis and testing. The scientific method often disproves “conventional wisdom,” which is often based on nothing more than guesswork and what “feels” right.

There are a bunch of other people and companies doing great research and work into this kind of marketing, but they are the minority.

I decided that the best way to bring the science of viral marketing closer to its full potential was to start training the next generation of scientists. So I am proud to present to you IVMS: The Institute for Viral Marketing Science.


head on over now and enroll.

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