Showing posts with label analytics. Show all posts
Showing posts with label analytics. Show all posts

Tuesday, March 25, 2008

STARTUPS: Consumer Engagement Framework

In today's world of Web 2.0 startups there seems to be a formula that goes something like this - Get Users, Drive Usage and then Monetize. How far and how fast and how much money you might need depends entirely on your situation. I am developing a handbook for startups which lays out an approach on how to establish a successful focus for building product capabilities, marketing plan, launch strategy and of course - establishing a profitable revenue model. The following is a generic framework that can be used to help plan your company and establish a dashboard measurement program to optimize your efforts. The entire focus revolves around satisfying and delighting your users, so they come back and also recommend your offering. Once this milestone is achieved - your monetization programs will be easy to turn-up.

(Click on the diagram above to expand it.)


5 Steps for Consumer Engagement



1. Acquisition

Determining which marketing channels (marketing mix) will provide the lowest cost and the highest percentage of conversion will be a critical first step. This is also called your reach programs and will evolve through an ongoing series to executions, tests and optimizations to find your optimal targets and learn how best to effectively attract them. Don't assume that because you built it, they will come.

2. Activation

Just because user's have landed on your site does not mean they are convinced or even understand what you are offering. Getting users to try your service will be a learning process. Try landing pages with A/B testing and iterate continuously. Certain segments will respond to certain messaging and user experiences. Determine your most meaningful user segments and targeting rules will strengthen your competitive position.

3. Retention

Your company should have an engaging and exciting pulse. Consider the natural rhythms of this.. event based, daily, weekly or monthly. Every touch point with you brand demonstrates your company's personality and soul. Apple gets this, you should too! Try to find the right touch frequency and consider having something to say of value that is relevant or personalized in your emails, newsletters and alerts. Have the right message at the right point in time to the right customers. Remember that you are in a two-way conversation with your customers and should facilitate experiences that allow free flowing communications.

4. Referral

This is your most cost effect marketing tool - Your customers. Once they are "enjoying your service", make sure they have tools to promote it. Make it super easy to share and in a variety of ways. Viral and referrals is increasingly becoming an important channel for marketers as peer and social influence is more trusted then traditional corporate marketing.

5. Monetize

In the day's of Web 1.0, lots of attention was put on this area, with little success. Today, the models of advertising, commerce and subscriptions are well established and accepted by the marketplace. Please be cautious though, if your Web 2.0 Startup focuses too much initially on monetization you may never capture the consumer 's trust thus preventing your company from getting out of the starting gate. Conversely, if you don't have a plan to monetize your business, you may have a phenomenally popular site but it can't easily be monetized.

This framework is meant to be customized for your specific user and business situation. There is no one size fits all here, but there are some common engagement strategies that have been proven by many of the newest internet companies (Google, Facebook, Digg etc). Learn from their successes and go forwards with yours.


Monday, February 25, 2008

BOOK: Super Crunchers


Will data-driven decision making diminish the significance of expert roles?

Recently, I was given a book from the folks at Offermatica called Super Crunchers: Why Thinking-by-Numbers is the New Way to be Smart. It got the recommendation from Steve Levitt the author of Freakonomics

Ayres does convincing job of making you feel like this should be the only alternative to decision making. In fact, he was thinking of calling this book, the end of intuition. He provides great examples of how quantitative investing does a better job of diagnosis than most physicians. Equations do better than many experts. Randomized trials are an excellent way of providing insight on alternative theories.

Still, in the investment area, there may be room for intuition. The room for error with investment decisions is large. Many regression equations trying to provide explanation of returns find that they can explain less that 15% of the total variation in returns. The results of many regressions are a function of underlying assumptions. The variables in many regressions are unstable. Intuition is needed to provide the right quantitative framework and power to know when to change models. My conclusion is that super crunchers need intuition in order to properly set the problem and interpret the results. There is still no substitution for experience in interpreting what models are telling the analyst. There no chance for randomized trials in the normal sense with investing. Quantitative investing without intuition is as dangerous as using the seat of your pants.

What are your thoughts about the balance between the that it could change the way you think. I should like this book as someone who has been a champion for quantitative analysis my entire career. I have always felt comfortable with the discipline of systematic investing, yet my feelings were mixed at the end. There is the conclusion that looking at the numbers will provide better insight. Looking for long-term relationships will be able to eliminate the problems of emotions with investing. There will be less risk of being swayed by emotions or the whims of crowds.
expert-intuition that comes from experience and the power of statistical models and data-driven insights?
 

Copyright © 2009 by Michael Moir. All rights reserved.