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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. Case Study: Continuous deployment makes releases n. Problem is, you inevitably become yesterday’s old news.

Audience 119
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Lessons Learned: Using AdWords to assess demand for your new.

Startup Lessons Learned

Labels: customer development , search engine marketing 13comments: Jim Lindstrom said. I too would be concerned about false negatives, but perhaps this strategy could be integrated into a broader market research strategy that included user engagement, viral marketing, etc which would all be quantifiable under the Google analytics.

Demand 167
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Lessons Learned: The one line split-test, or how to A/B all the time

Startup Lessons Learned

If its part of a viral loop, its probably trying to get them to invite more friends (on average). Case Study: Continuous deployment makes releases n. Towards a new entrepreneurship ► 2009 (88) ► December (4) Continuous deployment for mission-critical applica. Take a look and let me know what you think.

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Lessons Learned: Validated learning about customers

Startup Lessons Learned

This is an incredible skill, one that most engineers overlook. Products can find sources of validation with impressive stats along a number of dimensions, such as high engagement, viral coefficient, or long-term retention. Case Study: Continuous deployment makes releases n. involved before we go into production.

Customer 167
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Lessons Learned: Three freemium strategies

Startup Lessons Learned

At a high level, anything that drives virality should be free. To take your specific example about virality - why do we want to have more users sign up? If so, thats a form of free-serves-paid, and we should be willing to cut those users off who arent continuing to advertise. Case Study: Continuous deployment makes releases n.

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Lessons Learned: CPI > CPC

Startup Lessons Learned

This model has not translated well to the world of social networking, because customers of social networks engage sites in a different way than customers of search engines. If you ask an expert in Facebook apps to come help build yours, youll usually hear the same advice: build your app for virality.