Big Data: Why I Don’t Give a *&^%$#
I’m sure you’ve been inundated with articles, blog posts, tweets, and Facebook posts about big data. And frankly, who cares? The evolution of data is nothing new. Marketers have been dealing with data since the Internet was established over a decade ago. So why is “big data” a thing?
The answer, in my humble opinion, is money. Since the agenda of data has taken a front seat, so has data analytics software, management solutions, and even a myriad of start-up companies focusing on delivering data insights – again, nothing new.
I will admit that new technology is providing meaningful insights into data, but other than getting a better handle on attribution, I don’t see the point. After a decade of consulting with clients, I can tell you that most businesses still don’t have a handle on basic marketing fundamentals such as simple KPIs or actionable dashboards. Whether it’s cost per lead, cost per acquisition, or lifetime value, many don’t have a clue.
Surprisingly it’s not just the small business owner, even some of the larger companies haven’t implanted the fundamentals. After looking under the hood of a number of these businesses, nothing really surprises me anymore. I’ve seen SEO companies outsourcing their optimization services to third world countries, CMO’s asking for basics on how to run a Google Adwords campaign, and advertisers wondering how many leads are being generated from their spend. For them, the concept of big data is simply a distraction and nothing more than a waste of time.
Here’s What You Should Be Focused On
My message today is to, “not believe the hype”. A small company doesn’t need to spend $50,000 annually on a data analytics platform to gain valuable insights into their customers, sales funnel, or marketing ROI. The best place to start is with your own business and the information that matters most.
I’m still a fan of figuring out the critical data you need in order to run your business effectively, especially your marketing. Once you have a handle on the critical factors driving your business, you can find the analytics platform to get you there. For years I’ve been using Google Analytics, for free I might add, and have improved the sophistication of my digital marketing and related programs ten-fold.
It would have been impossible to get everything I wanted out of Google Analytics if I first didn’t start with the data I needed and the specific outcomes I wanted to measure. Sure, I may not be all that sophisticated when it comes to the dreaded concept of attribution, but honestly, I’m not spending millions across different platforms and attribution insights would likely cause more confusion than insight. Looking at data the way I do, every day, and collaborating with others on my team gives me tremendous insight into what’s working and what’s not.
Big Data Is All About Micro-Data
The whole concept about big data is really a misguided. It gives the impression that you need an understanding of large data sets and meaningful insights can only be gained at great expense. But this simply isn’t true. For example, a single statistic like email open rate is probably one of the most important metrics needed for improving your email marketing program.
If no one is opening your emails, big data and revolutionary insights aren’t going to change anything. Only by focusing on basic fundamentals and tactics like A/B split tests can move the needle. If you’re using marketing automation or hosted email solutions, they already give you the option of testing multiple subject lines before distributing an email to your list. How’s that for big data? … simply not needed.
Here’s the deal. If you’re a marketing leader at a Fortune 500 company or running direct to consumer business spending tens of millions on marketing – across multiple platforms – then yes… I’ll admit the need for big data analytics may exist. But the reality is that for the majority of us, you’re better off focusing on marketing fundamentals (essential KPIs) instead of expensive, complex engines that will provide esoteric data you can’t do anything with.
Kudos for calling out these phonies. "Big Data" is just a rebranding of Data Warehousing and related analytics. Too much data to derive actionable meaningful insights. And the market moves too fast to create just another static segmentation model. Models are now segments of one. We've taken a very different approach to extracting actionable insights out of the massive data found in everyone's weblogs. It's Pareto at its best. What we do to improve Marketing ROI is pair that near or real-time behavior with the client's internal customer information, unfortunately often found in multiple systems. Experience has taught me that it's important to unify the internal data so you're comparing apples to apples and looking at a solid Customer View. Then, when you couple that with SEO, SEM, whatever is driving traffic online, the client can create highly relevant touches thru the channels preferred by their prospect or customer. Heck we're even targeting online display at the Household level now. It's all about knowing where to look for ponies buried in that pile of data crap. They are there. What clients need are coaches and service professionals that know the rules of the road and can work side by side with marketing pros to optimize the ROI on their marketing investments.
Way to put "Big Data" into perspective! Most of my clients do not need millions of data points to determine customer need or behavior. It is amazing what 30 data points can give you with a highly targeted, research tool designed with specific objectives in mind. It seems like all the big marketing organizations an publications have for gotten that most our customers and marketing types may never have a need for big data.
Could not agree more. Ironically, the actual return of the investment in a lot of 'big data' projects is likely a fraction of what you would get from a well designed A/B test....which has the added benefit of forcing you to think how you will act once you have the insight.
Excellent post! A sharper focus on fundamentals is sage counsel that many would be wise to heed. And not only in marketing... Thanks for the insightful piece Michael Fleischner.