Analytics Isn't Reporting
Today, virtually all organizations have challenges in effectively leveraging analytics to drive business performance.
Odds are pretty good that when you read that statement, you thought of at least one example in your organization. Perhaps you thought about the systemic contribution that analytics is making or a frustration you've had with analytics performance. If so, you're hardly alone.
Here's my home base for thinking about "analytics" in your organization.
"The promise of marketing analytics isn't esoteric, or abstract — it's fundamentally simple — analytics generates evidence of problem or opportunity that can be used to drive a specific business impact."
Yet marketing analytics all too often fails to live up to its full potential. When it comes to the Web, almost a decade after the advent of mass adoption of Web analytics platforms like Google Analytics, engagement and conversion rates are still struggling to make methodical progress forward, and bring the business to materially greater profitability.
One of the biggest errors in strategy is the inadvertent substitution of "reporting," or even "dashboards," for a robust analytics process. It helps to first appreciate how subtle that difference is and why it happens:
Analytics Is Interesting. Analytics can be intellectually stimulating, but some individuals and organizations spend too much time in the rapture of how interesting all that data can be. I was recently at an event where a smart young woman had a name badge on that said "I love data" below her name. I was tempted to write "I make money with the data" under my own.
While I'll be the first to express a life-long affair with the database and discovering "interesting" things in the data, that's just not enough. So we have to monitor when analytics isn't producing the evidence we need to affect change and deliver a business impact. While that can take a tremendous amount of work, the purpose itself must remain clear to create value.
Reports Don't Always Have the Right Questions Behind Them. Most of us came up in business generating and reading reports. I confess that I remember craving a report we used to call "the blue book" (if you still remember paper). I looked forward to every week when I ran my business line off of it in a large company that razed many a forest generating blue books. Thankfully, they email them now — but these reports are the same static, one-dimensional view of the business, many years later.