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

Startup Lessons Learned

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. The Lean Startup Intensive is tomorrow at Web 2.0. A very interesting strategy.

Demand 167
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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 Lean Startup Intensive is tomorrow at Web 2.0. Tell your Startup Visa story Speaking 2010: Webstock, GDC, Web 2.0,

Audience 119
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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). Further reading The best paper I have read on split-testing is " Practical Guide to Controlled Experiments on the Web: Listen to Your Customers not to the HiPPO " - it describes the techniques and rationale used for experiments at Amazon.

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Lessons Learned: Validated learning about customers

Startup Lessons Learned

Products can find sources of validation with impressive stats along a number of dimensions, such as high engagement, viral coefficient, or long-term retention. Now that Im in a web based company Im finding a difficult match the framework, culturally. In short: Id love to read your take on a web version of customer development.

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. . The Lean Startup Intensive is tomorrow at Web 2.0.

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Lessons Learned: CPI > CPC

Startup Lessons Learned

If you ask an expert in Facebook apps to come help build yours, youll usually hear the same advice: build your app for virality. Thats sensible advice; most people who have made a business on Facebook rely on the viral driver of growth. If you have a virally-growing app, you dont need the extra installs. . Expo SF (May.