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More Data More Problems: 3 Big Data Problems & How to Solve Them

by David Metter

“Just because it can be counted, doesn’t mean it counts,” said Tom O’Regan, CEO of Madison Logic in a recent IAB study. “As you rise up the scale of performance measurement tactics, you find the increasing convergence of both attribution and value.” These are incredibly wise words to live by. There are dozens of performance metrics that we’re capable of tracking. But just because we can, doesn’t mean we should.

We are deep inside the epicenter of the information age. With all this big data comes an overwhelming opportunity to derive knowledge and take action. Nothing, (not even money) is more powerful than knowledge. We have all this information literally at our fingertips, yet automotive marketers still struggle to validate which solutions delivered the highest ROI or led to a sale. Having this knowledge (and knowing what to do with it) will make everything we do moving forward make a lot more sense.

As technologies become smarter, more integrated, and more systematic, automotive marketers face three big data obstacles:

  1. Access to accurate, useful data
  2. Access to faster, more timely data
  3.  The ability to turn big data insights into beneficial, executable actions

Let’s dive into each problem and how we can diminish these issues as we plan for 2017. 

Useful Data: 

First, you need to know what to look for. It’s not just about obtaining more and more data. It’s what we can to do with the knowledge we extract from the data that ultimately matters. So many advertisers still fail to acknowledge that there is life beyond the click. The number of clicks a campaign generated or the number of unique users it sent to your website is a microscopic fraction of the full picture, and frankly, it's an irrelevant metric.

In today’s world, clicks just don’t hold their weight. Clicks don’t prove conversion and clicks don’t move inventory. Furthermore, you could have the highest rate of website traffic in your market, but if your conversion rates are low, that “traffic” is just a number – which at the end of the day, means nothing.

Going into a new year, when you’re considering which technologies and vendors to work into your budget start with the ones that can prove they can consistently deliver the following:

  • A high conversion rate with proof of lead exclusivity
  • An incremental increase in showroom visits
  • (And most importantly) An incremental increase in sales

Access to this type of data is the most beneficial, as it gives dealers the freedom to stop guessing and start knowing what works – and like I said before, nothing is more powerful than knowledge.

Ask the right questions upfront so you can better determine if a vendor and their data will be of use to you. Start with the following:

  • At what rate do their solutions convert?
  • What is their showroom visit rate?
  • How do these rates compare to industry averages?
  • What is their method of tracking sales?
  • Can they link a vehicle sold to a specific user or campaign?

If they don’t have the validation stats to prove these things to you, they are not worth your time or money.

No-nonsense data tells you how many showroom visitors purchased (either from you or a competitor) and what specifically drove them in. It can tell you if your buyers are repeat, loyal customers or if they’re new to your brand. Did they visit your store but end up purchasing somewhere else? What brand did they buy and why? These are the types of questions legitimate reporting should be able to answer.

Faster Data:

IBM’s recent whitepaper, From Data to Insights to Opportunities, points out the clouded view of actionable data due to systems not communicating with each other. “Different platforms in different departments can’t talk to each other, so reporting is slowed. And it’s difficult to take proactive steps when your view of the total customer experience is a little blurry.”

The goal is to spend less time compiling data and more time using it to uncover new growth opportunities. Aim for a single, unified and cohesive structure when it comes to analytics and reporting. Ask vendors if they allow other solutions to integrate with their dashboards or APIs? The more people you can get working together towards a common goal, the better your chances become of achieving that goal. It’s the “two heads are better than one” approach. An industry-wide holistic viewpoint must be adopted for all parties to benefit from both faster and more comprehensive data models.

Also, choose to only work with the players that have near real-time reporting capabilities. With each day that passes after a purchase is made, that sales data becomes less and less valuable. What good are insights that remain unseen? The faster we can access sales data, the more we can do with it to extend our finite budgets.

Actionable Data: 

Integrated, cross-channel and cross-device attribution reporting is essential to following the consumer’s buying path. These capabilities illuminate trends in the purchase cycle and allow dealers to make more lucrative decisions with their ad dollars. Behavior across mobile, desktop, and online and offline channels all need to be considered to get a complete, accurate view of the attribution path.

Knowing which solutions are working for your dealership is the key to correcting all your big data problems. Use attribution data to build predictive models that identify trends or patterns in purchase behavior. Pragmatic data can tell you which vehicles to keep in stock, how many of each model, and in which colors. It can tell you how to better allocate every dollar so you can rest assured your money is being spent in the right places.

Remember that useful automotive data is largely derived from the two most important KPIs: conversions and sales. The focus of your reporting should include data that shows a complete attribution path from an advertising source to a sale.

The Marketer’s Guide to Cross-Channel Attribution states, “When organizations are able to measure marketing’s impact on the metrics that truly matter to the business, then and only then are they in a position to make confident decisions about future marketing investments. And that’s just the tip of the iceberg.”

These roadblocks need to be obliterated in order to reverse the rate in which we’re inundated with useless, irrelevant information. The time has come where we’re capable of maximizing revenue across all marketing initiatives. It’s time to show big data who’s boss! If we work together, we can close gaps in communication and better track consumer actions throughout the purchase cycle for the benefit of all.

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Heading to Vegas for the #JDPowerAMR? Be sure to catch the Big Data problem-solving Panel, We’ve Got the Data! Now What? Moderated by David Metter, featuring digital marketing experts from Hyundai, Subaru, Google, AutoNation & more! Panel starts Wednesday, October 26th @ 11:25 AM (Breakout Room #2)

 

 

Part IV: The Naked Truth Exposed [EXECUTIVE EDITION] Big Data & Attribution

Big Data & Attribution…Who Has It & How Do We Get It?

by David Metter

There’s good news and bad news on this topic…but mostly good. The bad news is AutoHook’s panel of marketing experts had so many dealer-submitted issues to solve they didn’t have time to address data and attribution at Digital Dealer 21 (as this subject could take 50 minutes alone). The good news is I now have the opportunity to step in and shine my headlights upon the industry-wide struggle I’m most passionate about. This final piece of our Naked Truth Exposed series will represent the most momentous road block dealers face today: proving without a doubt the one source that led to a sale.

First, let me fill you in on a quick story about a guy named Dayn Riegel. Dayn is the eCommerce Director of Loganville Ford and he was AutoHook’s winner of our all expenses paid trip to DD21. Why would we invest so much money in a person we had never met? Because he asked the right question. In our nation-wide poll conducted over the spring and summer of 2016, Dayn submitted the following inquiry:

“The best marketing in the world can’t save a dealership from itself – it’s own greed, ineptitude or lack of drive…lack of willingness to succeed, and I don’t mean just talk about it, do something about it. So, my question is: With all the hype around SEO, SEM, PPC, Bing, etc., who is taking all the big data and marketing know-it-all and applying it? Exactly. Nobody really, truly is. Why not?”

Thank you Dayn for giving me the opportunity to take on this challenge. This question is the reason I do what I do, as I experienced the same problems during my time as CMO at MileOne Automotive. I know firsthand, one of the most common pain points for dealers exists in the gaps (or the disconnects in communication) that form when two vendors don’t properly work together. As competition rises in the digital space, and as more and more companies enter the game, these lapses in digital communication will only continue to grow - creating more cracks in our already distressed methods of attributing a sale to a single source.

During my time at MileOne, I was fortunate enough to have the resources, contacts, a great team, and insight to do something about this problem. One of our biggest strengths, and arguably the reason we had such a competitive edge was in our ability to see the unique advantages of two different vendors, and bring them together in a way that benefitted our needs. We quickly learned that combining the exclusive technologies of two (or even three) vendors made it easier for us to sell more cars. More importantly, we had the power to track the latter half of a specific customer’s buying process, which eventually led to the creation of AutoHook’s award-winning sales attribution engine.

People in general have a tendency to overcomplicate common sense concepts. But this isn’t rocket science. If you need green paint, you take some blue paint and some yellow paint and simply mix them together.

So how do we paint the automotive marketing landscape green? I can tell you since I’ve been on the other side (the vendor side) I’ve seen a need for these types of alliances to happen now more than ever. It’s monumental to think of how much we can accomplish if we open up our strengths to others to generate a mutual benefit. What I’m suggesting, is we need to change the focus from beating our competitors, to working in conjunction with competitors to accomplish a goal that guarantees success for all parties - and not just for vendors, but for dealers and OEMs as well.

As Dayn referenced, there is an undertone of greed throughout both dealer and vendor communities. Everyone wants to make more money. Everyone wants to be #1. Everyone wants to keep proprietary technology a secret. But let’s take a step back. Let me spell this out in the simplest way I possibly can. In order to solve the ambiguity that shadows big data and accurate attribution in our industry, we have to do one thing: change our mentality.

Here’s how. What if instead of keeping secrets, we shared knowledge and worked together? What if we connected the automotive universe and created one cohesive, more efficient railroad system? Wouldn’t this drastically reduce disconnects in our data and reporting? Right now, we are on the precipice of change. No one can argue that there is strength in numbers. We need to unite, rather than surround our solutions with egotistical walls, in order to reap the benefits of the bigger picture.

Going back to Dayn’s question of, “Who is taking all the big data and marketing know-it-all and applying it?” The answer is, WE ARE. AutoHook, powered by Urban Science has the fastest, most reliable sales attribution path data in the industry - 99.7% to be exact, and 95% of that data is updated daily. No one can compete with that! Furthermore, we know how to apply this data to prove our solutions directly led to a sale. So not only do we have the data and know what to do with it, but we’re willing to SHARE our AutoHook rail system and API technology with the entire industry…FOR FREE.

Imagine that, an open API that gives all automotive entities the power to finally attribute vehicle sales to a single campaign. What? Why? How can we do this? First of all, we know for a fact we have access to the most reliable and timely sales data from Urban Science. We also know that achieving accurate attribution is trifold.

First, the solution needs to execute. Second, it needs to be validated with performance reports that show concrete evidence of incremental sales and lift in conversion. This requires vendors to surpass irrelevant vanity metrics such as clicks, impressions, and site traffic. Is there any paid search company out there that can prove to a dealership that one of their search campaign clicks resulted in a sold vehicle? The answer, just as Dayn suggested, is absolutely not!

The third piece of our bulletproof attribution model is that it’s personalized and unique to each customer, further eliminating breakdowns in sales data. By assigning a unique code to every user, we can track all post-interaction behavior. How many people walked into your showroom as a direct result of our solution? Did they end up purchasing or not? What model did they purchase? Are they new to your brand? And what led them to your store?

What if the solution to this problem afflicting dealerships, OEMs, and vendors could be as simple as breaking down the walls that separate and limit us? What if we stopped nickel and diming dealers for every integration they request? The ideal solution for obtaining actionable data must be suited for omnichannel use, meaning available to all publishers and vendors across all types of media outlets, hence the concept of an open, free API.

My friends, this is the beginning of an era. This is how we provide the world with access to big data and the reporting needed to turn it into a story worth sharing. This is how our industry becomes more efficient, more streamlined, and more powerful. If we can patch the holes of automotive’s digital rail system, every vendor and dealership can finally validate the true ROI of their marketing investments.

Stay tuned for more to come on how AutoHook will be providing free API access to all.

If you missed part I, II, or III of our Naked Truth Exposed series, check them out below: