aligning data analytics and storytelling for …...executive business leaders lacking; the critical...
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ALIGNING DATA ANALYTICS AND STORYTELLING FOR BUSINESS LEADERS
In a data-driven world, optimizing data processing to drive and measure business initiatives remains as important
as ever. Companies invest vast resources to improve data analytics for this very purpose. For those companies that
do implement data analytics to drive business decisions, 2/3 of companies reported a revenue growth of at least
15% from these strategies per a report by EY and Forbes Insights, Data & Advanced Analytics: High Stakes, High
Rewards.
Yet despite this need for analytics driven business decisions, the CMO Survey reports that only 31.6% of companies
use marketing analytics before making a business decision. One-third of the companies that do not consider
marketing analytics cited, “the lack of processes or tools to measures success through analytics” as the biggest
factor in not leveraging data for business decisions.
ALIGNING DATA ANALYTICS AND STORYTELLING FOR BUSINESS LEADERS
Aligning Data Analytics and Storytelling for Business Leaders 1
100%
80%
60%
40%
20%
0%FEB 12 AUG 12 FEB 13 AUG 13 FEB 14 AUG 14 FEB 15 AUG 15 FEB 16 AUG 16 FEB 17
37.0%30.4% 29.0% 31.0% 31.6%32.5% 32.3% 35.3% 34.7%
29.0%35.0%
Percent of projects using marketing analytics before a decision is made
FIGURE 1. COMPANY USE OF MARKETING ANALYTICS
Moormon, C. (2017, February 28). Figure 1. Company Use of Marketing Analytics [Digital Image]. Retrieved from https://cmosurvey.org/marketing-analytics/cmo-survey-marketers-to-spend-on-analytics-use-remains-elusive/
FIGURE 2. WHAT FACTORS PREVENT YOUR COMPANY FROM USING MORE MARKETING ANALYTICS?
In examining why marketing analytics does not play more of a role in decision making, business professionals
must address what might cause the disconnect for businesses to not adopt the necessary processes or tools.
Analytics for a technical audience differs vastly from reports provided to executive business leaders, who often
present findings through a story. And, with all the challenges businesses face with leveraging data to provide
insightful information, one can lose the story along the way. For executive business leaders, this poses a new
challenge--does the company’s analytics address the ultimate story you want to tell your stakeholders? With all
the investment in making sense of company data, does the final sales and marketing metrics ultimately help drive
better business decisions?
As data professionals find new and creative ways to process massive amounts of data and determine the best
means of producing meaningful KPI’s through reporting, keeping in mind the organization’s story can fall on
the wayside or outside the scope of work. It becomes all-too-easy to allow the technical specifications of data
processing to drive data analytics projects. But as with the age-old data processing principle—garbage in, gar-
bage out—forgetting to address the ultimate story your business wants to tell can leave the final data report for
executive business leaders lacking; the critical perspective needed to help them effectively drive better business
decisions and make sense of how the final KPI’s portray a cohesive story may be forgotten.
Storytelling for executive business leaders stands as an effective strategy for reporting KPI’s to stakeholders. A
recent study by Quantified Communications that analyzed written and spoken communication of 700
presentations found that those presentations driven by stories ended up 35% more persuasive and 21% more
memorable than all other presentations. An article by Business Insider discovered that, “some of the most
popular TED Talks are 65 percent narrative”, which further emphasizes the importance of storytelling.
7.5%
9.5%
14.9%
16.5%
28.6%
32.2%
0% 10% 20% 30% 40% 50%
Does not arrive when needed
Overly complex
Does not offer sufficient insight
Not highly relevant to our decisions
Lack of people who can link to marketing practice
Lack of process/tools to measure success through analytics
Moormon, C. (2017, February 28). Figure 2. What Factors Prevent Your Company Using More Marketing Analytics? [Digital Image]. Retrieved from https://cmo-survey.org/marketing-analytics/cmo-survey-marketers-to-spend-on-analytics-use-remains-elusive/
Aligning Data Analytics and Storytelling for Business Leaders 2
Aligning Data Analytics and Storytelling for Business Leaders 3
Within a business organization, executive business leaders face many responsibilities with limited time to drill
down into the detailed numbers to infer complex conclusions to then relay this story to stakeholders. Thus, the
critical foundation of analytics efforts must provide reports that summarize information of what sales and
marketing efforts yield desirable results, and the positioning of this summary of information remains the heart
of the company’s performance story for executive business leaders.
To do this, data professionals must better understand the KPIs that drive business and business processes within
their organization. By truly understanding the business requirements for their organization’s leaders and in
considering what the end-story of their efforts will produce, data professionals can allow their efforts to be truly
targeted towards the company’s business objectives.
REALIGNING DATA ANALYTICS FOR STORYTELLINGAs with any good story, one must begin with a vision. For data processing, this includes identifying what story
your organization wants to tell and what vision the executive business leaders will share with stakeholders based
on the final KPIs. Most good data professionals can frame, execute, and produce KPI’s of aggregate and detail
views for whatever data granularity necessary. But if executive business leaders do not have the time or resources
to draw conclusions to present the insights necessary for a compelling story, all the time and resources within the
organization to produce these final KPIs can feel like a wasted endeavor.
By realigning data analytics towards storytelling, data professionals can allow that final story executive business
leaders share will lead the vision for configuring data systems based on specific business objectives. In doing so,
executive business leaders can better drive answers to critical questions the organization wants to answer for
stakeholders.
An important story organizations want to tell focuses on what efforts drive desired business objective(s). For B2B
marketing, this means what marketing channels influence the company’s objectives, whether it is sales (revenue),
brand awareness (reach), a larger consumer base (lead generation), or any other business objective(s). With
marketing channel attribution for B2B in mind, the new challenge for data professionals becomes understanding
the business requirements of these data systems and how to process and display data into information that can
best explain this story.
Messages including apt, well-crafted
stories are 21% MORE MEMORABLE
While best practices preach CRM systems to implement the necessary lead stages with appropriate logic
demonstrative of the sales funnel, often these data systems do not initially contain these values. Thus, data
professionals will apply business logic during data processing to capture this information. But without an
understanding of the end story of marketing channel attribution for the company, this business logic may not
be implemented initially or correctly—a lost opportunity that may require restructuring of existing systems
to accommodate at a later point. If this logic was considered in the first place through true understanding of
business requirements and the end story, the additional resources to restructure an existing system could be
avoided.
With this story in mind, data professionals can work backwards to engineer data processing to produce the
final summarization of information for executive business leaders. Through this realigning of data analytics for
storytelling, data professionals can ensure that data processing funnels down to the final story that executive
business leaders will tell. To do this, data professionals can ask:
What is the final story that the end report(s) will show?
What system requirements are needed to produce the end report(s)?
What data systems provide the data needed to produce the end report(s)?
How can these data systems be integrated to produce the holistic end report(s) of all variables in the story?
Are all the variables in the story represented in the data?
Will any new derived variables need to be created based on business logic?
How can initial assumptions on the data be validated? Are there specific professionals that can clarify or confirm business requirements on the data?
In framing and organizing data analytics around this process, data professionals can create a data system that
ultimately saves reporting time through producing faster results focused on a cohesive story.
For example, a B2B software company wanted to determine the value of their marketing channels, so
BusinessOnline focused on telling the story of marketing channel attribution. For B2B marketing, displaying a
lead sales funnel by marketing channel influence easily portrays the customer buying journey into a cohesive
and digestible visualization that executive business leaders can easily draw conclusions.
Aligning Data Analytics and Storytelling for Business Leaders 4
Aligning Data Analytics and Storytelling for Business Leaders 5
INQUIRIES
MARKETING QUALIFIED LEADS
SALES ACCEPTED LEADS
SALES QUALIFIED
LEADS
CLOSEDWON
DIRECT DISPLAY EMAIL REFERRALORGANICSEARCH
PAIDSEARCH
PAIDSOCIAL
398
155
33
23
7
206
90
29
23
10
1,142
352
136
92
19
200
58
28
21
2
NOT SET
1,614
836
184
152
62
54
14
5
1
397
5
1,488
6
INQUIRIES
MARKETING QUALIFIED LEADS
SALES ACCEPTED LEADS
SALES QUALIFIED
LEADS
CLOSEDWON
DIRECT DISPLAY EMAIL REFERRALORGANICSEARCH
PAIDSEARCH
PAIDSOCIAL
39%
21%
70%
30%
44%
32%
79%
43%
31%
39%
68%
21%
29%
48%
75%
10%
NOT SET
52%
22%
83%
41%
26%
14%
50%
0%
1%
0%
0.4%
0%
By displaying the lead sales funnel as a waterfall that attributes each lead to every completed stage in the customer
buying journey, executive business leaders can easily discern overall conversion rates and lead quality by channel.
From there, the story continues into the opportunity stage in the funnel (sales accepted leads > sales
qualified lead > closed won) to look at specific opportunities and the influence and value marketing channels have
on revenue:
CHANNEL INFLUENCE
32% of all opportunities ORGANIC SEARCH $64 MILLION
$5.6 millionClosed Won Opportunities
$53.4 millionPending Opportunities
Total Opportunities Oct 2016 - Mar 2017
Aligning Data Analytics and Storytelling for Business Leaders 6
HIGHER AVG REVENUE PER CLOSED WON OPPORTUNITIES INFLUENCED BY ORGANIC SEARCH CHANNEL THAN AVG REVENUE FOR ALL CHANNELS( $41K ORGANIC SEARCH VS $37K )
10%In this example, the B2B software company’s CRM did not contain all the applicable information and business
logic necessary to draw these conclusions, and required full integration of variables from numerous data sys-
tems. It was through a focus on the end story of marketing attribution that the final reporting data system could
capture the level of detail and information necessary for these results. Without that consideration, efforts might
have focused solely on CRM, and the holistic view of all marketing channel influence would be lost or require
extensive reconfiguration to obtain.
Implementing effective data reporting systems that produce actionable deliverables for executive business
leaders requires considerable time and resources. Allowing your company’s data to tell a story that executive
business leaders can use involves mindfulness of that story and a thorough understanding of the role data plays
in portraying that story. It is through this alignment of data processing with storytelling that a cohesive data
reporting system can be developed— to benefit both data professionals in preventing perpetual data reconfig-
uration from a lack of true understanding of business requirements, as well as the executive business leaders
that rely on the metrics produced to drive better business decisions.
References:
Moorman, C. (2017, February 28). CMO SURVEY: Marketers to Spend on Analytics; Use Remains Elusive. Retrieved from https://cmosurvey.org/marketing-analytics/cmo-survey-marketers-to-spend-on-analytics-use-remains-elusive/Advanced Analytics High Stakes, High Rewards. (2017, February). Forbes Insights. Retrieved from https://insights.forbes.com/advanced-an-alytics-high-stakes-high-rewards/?alild=88748382Gallo, C. (2017, March 25). An analytics of 700 presentations revealed that adopting one speaking skill can make you more persuasive. Retrieved from http://www.businessinsider.com/an-analysis-of-700-presentations-revealed-that-adopting-one-speaking-skill-can-make-you-more-persuasive-2017-3?IR=TWeber, S. (2017, April 4). Infographic: 10 Statistics You Need to Know to Give a Great Presentation. Retrieved from http://www.quantified-communications.com/blog/10-stats-communication-infographic
Aligning Data Analytics and Storytelling for Business Leaders 7
A B O U T T H E A U T H O R
A B O U T B U S I N E S S O N L I N E
We are a performance-driven digital marketing agency headquartered in San Diego, CA with offices in Boston, MA. Founded in 1996, we are born from technology and have specific B2B expertise. We believe the job of the modern-day B2B marketer has never been
more important or complicated, often having complex products, long, highly-consultative sales cycles and various personas involved. By leveraging data, we gain deep insights about the specific needs of our clients’ customers in each phase of their buying journey and
align digital marketing efforts to meet those needs and measure ROI.
Our turnkey marketing analytics and reporting service is DataWeld, by BusinessOnline. We bring you marketing analysis and insights that make your programs and teams more effective. Comprised of developers and analysts paired with marketing technologists, our team uses our data management infrastructure designed specifically to solve B2B digital marketing challenges. Our passion is taking
complex data and extracting simple, actionable recommendations for the growth of your business.
BusinessOnline was recognized as the “Small Agency of the Year” by the BMA B2 Awards, and is a Premier Google Partner, Kenshoo Certified and a HubSpot Certified Partner. We work with clients like HP, Lithium Technologies, GE, TDS Telecommunication, Epicor.
www.businessol.com
Alexis DemeoDigital Marketing Analyst | BusinessOnline
Alexis implements and optimizes data processing and reporting for Dataweld, BusinessOnline’s marketing insights
and analytics platform for full cross-channel reporting to drive impactful strategic business decisions. She translates
complex business requirements for multiple data systems and platforms and, along with the Data Analytics team,
develops analytics solutions for insights and improved marketing performance.
Prior to joining the Data Analytics team at BusinessOnline, Alexis worked as a Data Analyst for Signature Travel Network,
a travel consortium of over 6,000 travel professionals from agencies with combined sales of over $4 billion. She
specialized in data analytics for CRM and sales reporting, and in customer segmentation for effective marketing
campaigns for travel agencies. She received her B.A. from MSU Denver and is completing her MS in Predictive Analytics
with a concentration in Predictive Analytics from DePaul University.