August 17th, 2016
This post was co-authored with Shiwani Kumar and Sylvia Yang, both MBA students at the Fuqua School of Business, Duke University.
Marketing analytics involves the creation and use of quantitative data to derive consumer insights and make decisions. It is often heralded as a critical resource necessary for effective marketing. So it is no surprise that marketing analytics continues to grow as a percentage of overall marketing budgets, with investments expected to nearly double over the next three years even after years of similar increases (Figure 1). However, returns from those investments are less clear: survey respondents’ view on the degree to which marketing analytics contributes to firm performance has stayed average and flat since it was first examined by The CMO Survey in 2012 (Figure 2). We interviewed experts in the area to better understand the challenges and the strategies that improve a firm’s return on marketing analytics. This is what we found.
Figure 1. Percent of marketing budget spent on marketing analytics (February 2016)
1. Don’t build a fun facts factory. Marketing analytics should resolve key business questions—not produce a collection of fun facts. To this end, it is important for marketing leaders to begin with the questions in mind and build the analytics strategies to answer them. That is how the insights produced from analytics investments find their way into plans, strategies, and decisions. At any given time, marketing leaders should be able to look at their analytics output and know for what purpose it was designed. Of course, when analyzing data, new insights can be uncovered, but this is a bonus from the process, not the main objective.
2. Nest analytics into marketing decisions. Using marketing analytics shouldn’t be a choice. It needs to be embedded into the marketing decision making process. For this to happen, capabilities need to be designed that point marketing executives to the right data at the right time. As analytics-informed decisions are realized, usage will shift from occasional to habitual. Jeff Simpson, Principal at Deloitte Consulting LLP noted, “Once analytics becomes embedded into the fabric of the business, companies will never be able to live without it.”
3. Crawl, walk, and then run to better analytics. For analytics to make a true impact, companies must build strong foundations of trust so that bigger leaps of faith can be taken. Baby steps to build data with integrity allows organizations to trust information about the past. Basic descriptive analyses give companies a clearer view into the factors driving the present and lay the foundation for planning the future. The ideal end-state is to develop advanced analytics such as predictive algorithms that contribute to the choice of strategies and tactics to achieve desired outcomes. “You have to be able to crawl before you walk before you run” said Pete Weir, Director at Red Ventures.
September 4th, 2013
Companies are spending big dollars on big data. Approximately 5.5% of marketing budgets currently are spent on marketing analytics and this is expected to increase to 8.7% in the next three years as reported in The CMO Survey. Expectations are running high and many companies are trying to figure out how to crack the code to generate good strategic insight from the data.
I’m in favor of the trend to capture and use data to drive decisions. However, that is where the problem lies. As the stash of data grows, companies are using a smaller percentage of it. I first asked the question, “In what percent of projects does your company use available or requested marketing analytics before a decision made” in February 2012 and the result was 37%, which I thought was the bottom. However, when asked that same question in August 2013, the percentage dropped to 29%. Figure 1 shows the continuous decline over the last 18 months.
Figure 1. Percent of Projects Using Requested or Available Marketing Analytics
This finding is not completely unexpected, however. Reviewing the thirty-year history of research on this topic, usage rates have always been low for many types of marketing information—marketing research, advertising research, and, now, social media research. This marketing analytics utilization gap is a challenge to big data’s contribution to the bottom line.
October 19th, 2012
Results from The CMO Survey™ (August 2012) contain three indicators that marketing spend is on the rise in companies.
First and the weakest, CMOs reported that marketing spend is expected to grow by 6.4% in the next year. This number is positive, supporting my thesis, but the number is actually down from expected growth of 9.1% from August 2011. Given continued depressed firm growth and slow economic growth, this decrease is not altogether unexpected. It is positive nonetheless.
Second and more telling is the fact that marketing budgets as a percent of firm budgets increased 40% from 8.1% in February 2011 to 11.4% in August 2012. The Figure shows that this percentage has increased steadily over the last 18 months, pointing to the fact that companies are placing a greater emphasis on marketing spend relative to other types of strategic spend.
Figure. Marketing Budgets as a Percent of Firm Budgets
Third, marketing spending as a percent of firm revenues increased 30% from 8.5% in February 2012, the first time The CMO Survey™ asked the question, to 11% in August 2012.
August 30th, 2012
The August 2012 CMO Survey finds that company growth strategies will take on more risk in the coming year. Looking at Table 1, we can see that there two types of risk familiar to marketers—targeting new markets and offering new products or services. Combining these two, there are four general types of strategies that range from market penetration, which is the lowest risk because the company targets current markets with current offerings, to diversification, which is the highest risk because the company targets new markets with new offerings.
Table 1. Types of Growth Strategies
Similar to past CMO Surveys, growth spending over the past twelve months reflects a dominant focus on market penetration with an average of 51.7% of spending focused on this strategy. This is followed by product/service development (22.8%), market development (15.7%), and diversification (9.7%). However, as shown in Table 2, these figures are expected to shift significantly in the next twelve months. Growth spending on market penetration is expected to drop by 11.6% to 45.7% while all three of the other strategies are expected to increase by nearly 10% or more! These changes are consistent with a longer-term trend The CMO Survey has observed during this post-recessionary period.