Category: LTV

My lifetime value book is now available

My lifetime value book is now available

I am excited to announce that my book (with an assist from Wendy Beasley) on lifetime value, Understanding the Predictable, is now available on Amazon in both a Kindle and print edition. Understanding the Predictable is based on my blog posts about lifetime value with some case studies added to illustrate the various concepts and key takeaways (now a staple of my blog) for each section.

If you do read Understanding the Predictable, I would appreciate it if you posted an honest and open review on Amazon (good or bad) so others will see the plusses and minuses. I hope you enjoy.

book-cover

Changing the numbers does not change the reality

I am a huge proponent of using analytics and other metrics to drive business decisions, but I repeatedly see people making a huge and avoidable mistake. Instead of using the data to determine the best strategy, they use data to justify their intuition. A good analyst can use data to draw virtually any conclusion and if the analyst is pushed in a certain direction by the business leader, all the data does is provide people with cover for the decision rather than leading you in the optimal direction.

The same situation applies to financial analysis. I have seen people frequently manipulate numbers, often with the approval or even encouragement of the target audience, to tell the story people want to hear. I have seen this manipulation in sales, in corp dev and in internal forecasting. In all situations, it is actually just a rationale to make a decision the person already wants to make.

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Data manipulation

The first part of the problem is manipulating the data. I am not talking Enron here, but more subtly and maybe not even intentionally. People will often select the data that supports their position while discounting the other information. If you want to greenlight a certain feature, you may look at the impact on retention while neglecting the impact on monetization and rationalize it by saying it is a retention feature. Regardless of whether it is a retention or monetization, your goal is to optimize lifetime value (LTV) so you need to look at the data holistically. Continue reading “Changing the numbers does not change the reality”