Tag: software

  • Lies, Damn Lies, And Statistics

    Lies, Damn Lies, And Statistics

    The world of marketing is fraught with data, we’re drowning in it, awash in a sea of numbers, statistics, charts, graphs, analytic dashboards keeping track of minutia that has little bearing on the bigger picture of framing and positioning the thing we’re marketing in it’s best possible light to the best possible audience. What was once about words, pictures, images, headlines, ideas, insights and engagement has been reduced to a series of tactical, digital zig zags, trying to maximize return on a micro level, and hope it scales up and moves the corporate revenue needle.

    Why?

    Do It Yourself

    One of the reasons that data has become so powerful (it always was, we just didn’t think it was cool to talk about it) is that not only is there a lot of it, but it’s easier to obtain and derive, and the costs are much lower, thanks to the Internet. In the bad old days, if you wanted to measure engagement or response, you had sales numbers (conversion), inbound phone call numbers (inquiry, “likes”), or account rep activity (lead gen inbound). Other than those in-house numbers, if you wanted to know more, you needed to dig much deeper, create a research study, engage a firm and have them do what they do and report back.

    Today, all the activity data, engagement activity, views, likes, dwell time, clicks, shares, conversions, and other forms of engagement signal are logged, categorized, organized and reported to you digitally on a minute-by-minute basis in real time, using inexpensive or free software. And it can all be accessed by anyone with a laptop and an Internet connection, anywhere in the world.

    Prove It . . .

    One other reason all this craziness over data is occurring is more corporate and has to do with economics. The marketing department has long been viewed as an expense, occasionally by the more enlightened as an investment, but only recently as having the potential to be a profit center. Marketers have always had the need to justify their existence pressed upon them, and we spend hours writing reports, dissecting response numbers and finding ways to make it look like the things we’re doing contribute directly to the company’s revenue and well-being. On some level, the more data we can present, the more attractive a case we can make for being provided, and spending, more money to do the things we know we need to do, but have to prove it to everyone else.

    In the real world, using data to gauge performance, learning and improving returns, and making decisions based on data is really the main idea – but we’ve been doing that for years. The real trick is to properly select and vet the data you’re looking at and using to make those decisions. Just because a number represents a count of a certain behavior or response doesn’t make it a viable or useful piece of data – it may not scale, it may not apply across platforms or audiences, it may not be sustainable, it may be badly skewed by events you have no control over. But it is data, and therefore useful, right?

    The other pitfall to all this data is that even if it is accurate, correct, vetted and sustainable, you need to find a way to convert that data to insight, and that insight into an action plan. You have to use the data to further the cause. Most data will tell you something on it’s own, but its not enough to go the distance. You need to step back, see the larger picture, put the data in context with other inputs you have proven already, and see if it flies.

    Lies, Lies, All Lies!

    Now we come to the lies part. Numbers and statistics can be manipulated to indicate almost any point of view, the insight comes in the interpretation. Averages tend to dilute or blunt insight, rather than amplify it. Statisticians have all sorts of tricks and formulas to manipulate data so that it can tell virtually any story you want – it’s all in the spin, how it’s presented. Even something as simple as college rankings, a long standing measure of the potential for success in leveraging education and brand to elevate one’s position in life in the long term, can be easily manipulated by marketers to tell a story that promotes the cause. If a college has slipped in the rankings from number three to number seven, is that slide an anomaly, is it due to something short term or environment that will reverse it self when conditions change? Even though that could be seen to represent a significant slide, it’s a virtual certainty that recruiters will be touting it as a “Top 10” college for years to come following the slide, hoping that nobody looks too closely at where within that top ten it falls.

    Use It Right

    The best use of all this data is to gain a clear understanding of the current position and level of success of your marketing efforts, establish a base line, relate it to growth, profitability, revenue growth, reach, market share or other commonly regarded metric, in order to use that baseline as a starting point for improvement going forward. If that happens, justification of added spending will be easily achieved, as activity can now be tied directly to results that impact everyone. Clicks and likes don’t pay the light bill or match the retirement funds, but if you can use data to show how you’re moving the needle, use it to improve performance by looking at the “right” metric, and make good decisions based on a few key data points, then that’s all the data you really need . . .

  • Does Social Media Marketing ACTUALLY Drive Customer Behavior and Convert to Revenue?

    Does Social Media Marketing ACTUALLY Drive Customer Behavior and Convert to Revenue?

    Social Media, social media, social media – there, I said it three times into the mirror, now I just have to wait and see what happens . . .

    That seems to be the approach many companies are taking to this relatively new phenomenon. The head in the sand approach might have some advantages in the long run, if recent data on the effectiveness of social media in driving customer behavior is to be believed. It seems that despite all the hype, and press, and sturm-und-drang in the digital media, minting new ‘social media gurus’ by the flock, digital media and it’s permutations don’t drive near as much revenue or even shopping behavior individually than they do when used together. Integration seems to be the real strength behind conversation marketing’s mechanics, and when the reams of data generated are used properly ACROSS multiple platforms, it seems to at least have the ability to drive a solid promotional campaign and boost response levels.

    That said, here are some interesting tidbits of data, excerpted from a recent Gartner Group study:

    • 11% of polled consumers had read a company blog, and only 4% had commented on one.
    • Twice that many, or 23% had viewed a company provided video.
    • 45% said they planned to purchase based on a combination of brick and mortar, digital ads, and mobile marketing, but only 1% said they planned to do so based on mobile marketing alone.
    • Only 26% of consumers said they had clicked on a Search Results page paid ad – irrespective of engine brand.
    • Based on data from another similar study, only 6% said they had purchased based on a facebook ad
    • 40% said they had registered for a promotion or contest based on an e-mail or social media ad

    Clearly, consumers want something for nothing (hence the contest results), but don’t want to work at it (read the blog data, reading a whole blog takes effort)

    Also just as clearly, mobile marketing has not reached the level of credibility, trust or penetration it’s purveyors would have you believe, and while it may be the next big thing, it ain’t there yet, not without massive support from other media to reinforce it’s message and bolster its credibility.

    Video seems to have made substantial inroads, but anyone who recognizes the level of involvement the TV generation needs to engage will see a clear correlation between the aging of the boomer TV generation and the level of importance video has attained. Add in the near ubiquity and availability of high-speed broadband Internet access allowing for video transmission at better fidelity and faster speeds, and video’s effectiveness becomes less mysterious. The fact that consumers would rather watch a video and have their eyeballs babysat rather than read and understand and digest and analyze a company blog to get their information is less than mysterious as well, when the audience is considered.

    The trick with all this is to take the data it generates, and use it to form better customer profiles that can be used to not only drive behavior, but to predict it as well. If you can create a digitally integrated campaign that uses the initial brush with consumers to link to a behavior and transaction based profile, you can then draw that consumer along a continuum toward a purchase after several touch points are hit. That’s how integration beefs up the ROI equation. The development of such campaigns requires broad and detailed knowledge of the target audience, so that it can be set up to account for the wide variety of behaviors possible by consumers. If you can narrow the range of preferences and behaviors, and drive consumers down a narrower funnel, the ROI can be quite lucrative.

    According to Gartner, ‘Companies using in-bound and event-triggered marketing techniques to draw consumers will see a 600% higher response rate compared to traditional outbound push campaigns’. That sounds pretty fantastic. I wonder if that will continue to be the case as more firms start to embrace this practice and it becomes more common. Will this type of campaign reduce the level of trust and credibility across the board, making consumers distrustful? Interesting to ponder, but I think not. To paraphrase W.C. Fields, “no one ever went broke underestimating the gullibility of the American public”.

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