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Lessons Learned: The three drivers of growth for your business.

Startup Lessons Learned

I break the answer to that question down into three engines: Viral - this is the business model identified in the presentation as "Get Users." Here, the key metrics are Acquisition and Referral, combined into the now-famous viral coefficient. If the coefficient is > 1.0 , you generally have a viral hit on your hands.

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Andrew Chen: Growing renewable audiences

Startup Lessons Learned

vs. sustainable: Compare this to the renewable strategies, like viral marketing, SEO, widgets, and ads, which can scale into 10s of millions of users but are primarily centered around tough, non-user centric work. The Entrepreneur’s Guide to Customer Development ► June (3) What is a startup? Bring your questions.

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Lessons Learned: The one line split-test, or how to A/B all the time

Startup Lessons Learned

That green button was part of a customer flow, a series of actions you want customers to complete for some business reason. If its part of a viral loop, its probably trying to get them to invite more friends (on average). Why did customers like your change so much that they didnt change their behavior one iota ?

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How to get distribution advantage on the iPhone

Startup Lessons Learned

On Facebook, viral distribution has proved decisive. Those companies who have learned to build apps that optimize the viral loop dominate in every category where they compete. Not many customers ever browse the app directory or search for specific apps - they dont have to, they find out about apps by being invited by a friend.

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Lessons Learned: Q&A with an actual reader

Startup Lessons Learned

Either way, you would have been better off focusing your split-test on high level metrics that measure how much customers like your product as a whole. The Entrepreneur’s Guide to Customer Development ► June (3) What is a startup? April 23, 2010 in San Francisco. Bring your questions.

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Lessons Learned: Getting started with split-testing

Startup Lessons Learned

Each experiment is like a little mystery, and if you can get into a mindset of open-mindedness about the answer, the answers will continually surprise and amaze you. A few days ago I open-sourced a framework for split-testing, A/B testing or continous optimization. April 23, 2010 in San Francisco.