Analytics and Data-Driven Marketing Trends

Transformation has taken hold of corporate marketing in a big way. Analytics and data are framing the top priorities for current investments by CMOs, who are increasingly responsible for predicting profitable growth for their organizations. This shift requires advancing and centralizing the practice of data-driven marketing people, processes and technology in order to effectively achieve the defined business goals and expected outcomes.

Data has long been part of every major function within a company. However, the current intention of CEOs and stakeholders is to unite the massive amounts of acquired bits and bytes to better inform decision-making throughout the organization.

It is the expectation that marketing, sales and finance data be combined and proactively analyzed to help understand the customer journey, improve company performance, predict revenue growth and increase profitability.

In order to bring together these disparate data sets and effectively utilize collected insights to predict, businesses are heavily investing in marketing technology (MarTech). In a recent survey of marketers by Squiz, these investments are essential to better understanding customers and prospects (62%), which is a key priority and as well as a challenge for enterprise marketing teams. The survey also noted that 55% of marketers are investing in MarTech in order to take a data-driven approach to marketing and 97% of the respondents said marketing technology has enabled them to be more strategic. (Source)

Businesses expect marketing to lead the way in achieving revenue growth targets. Data-driven playbooks are critical tools used to define the journey, understand customer preferences and capitalize on trends. Key to the playbook is the interpretation and translation of data through marketing analytics to support the tactics and activities.

Marketing analytics is the practice of measuring, managing and analyzing marketing performance to maximize its effectiveness and optimize return on investment (ROI).

Analytics empower businesses to recognize patterns and set priorities. Analysis centralizes the focus on outcomes and achievement of business goals by moving beyond standalone marketing metrics and reporting, to fully realizing the value of marketing from data insights.

Success comes from applying the insights that marketers acquire through data, learning from the input and then creating actionable playbooks to manage performance.

Because of the vast amounts of data and the fact that many of these complied repositories are nested throughout the organization, marketing leaders must work with the entire corporate landscape to realize the vision of data-driven marketing and decision-making. This includes researchers, digital and financial analysts, technology and innovation team members, IT, data scientists, product developers and sales operations. Collectively, this group must work together to continually challenge assumptions, push for collective understanding and master the “math” to increase predictability and usability of business intelligence.

What should marketers measure and analyze in order to create an effective data-driven marketing playbook?

Common Data Sets Analyzed by Marketing Data-Driven Organizations

  • Customer Journey Analytics: CJA data is acquired from CRM and MarTech to identify, analyze and measure each stop in the customer journey, from prospecting through acquisition to retention. Marketing data sets come from target data, marketing activities, lead generation and segmentation. Sales data sets come from pipeline activities, conversion, satisfaction, loyalty and retention programs. Financial data provides revenue, acquisition and retention costs and profit information.
  • Mobile and Web: Data from digital systems and online properties, including CRM, call center and web analytics platforms. Data sets include search, behavioral, and demographic information gathered via SEO, ecommerce, conversions and engagement.
  • Voice of the Customer: VOC includes perception and opinion data learned via sources such as structured surveys and feedback mechanisms, as well as unstructured data from open-ended survey questions, texts, reviews, customer service emails, social media, and human interactions via phone and in person.
  • Customer and Prospect Personas: Target and customer data gathered in profiling, segmentation, lead scoring and personalization campaigns. Data sets used in persona analysis includes demographic, physchographic, transactional and behavioral.
  • Lifetime Customer Value: LCV data measures net profit attributed to the entire relationship with a customer, often valued over defined periods of time. Net profit of a customer is lifetime customer value measured against customer acquisitions costs.
  • Media Analytics: Attribution and marketing mix modeling (MMM) data is used to analyze paid media results in all channels and includes campaign and spend details.
  • Social Media Marketing: SMM data includes all acquired information from social and digital media platforms such as Facebook, Messenger, Twitter, Instagram, Snapchat, WeChat, Pinterest, YouTube and LinkedIn. Data is often used to measure targeting, reach and engagement.
  • Product Life Cycle: PLC data is acquired as a new product moves through a sequence of stages from introduction to growth, maturity and decline.
  • Reach Cost Quality: RCQ data, gathered at each touch point, measures the number of target buyers reached, cost per unique touch and the quality of the engagement.

In contrast to the obvious need and growing investments in data-driven marketing, it is a widely reported fact that most companies today are far from getting the “full value” of all the data available to them to help make better decisions. Most organizations are in the early or mid-stages of the shift to bring all data together in order to effectively guide and predict growth and profitability decisions. The undertaking is often very complex and expensive.

Marketing must press forward and lead the way!

Good news, a recent study by the Global Alliance of Data-Driven Marketing Associations (GDMA)Winterberry Group and MediaMath shows eight in 10 advertising and marketing professionals worldwide use data-driven techniques to maintain customer databases, measure campaign results across both individual and multiple marketing channels, and segment data for proper targeting. (Source)

Now, we must work together throughout the entire organization to ensure that driven-data marketing and analytics provide the proper insights that we can learn from and create successful outcomes, like increased growth and profitability.

Jamie Glass, CMO + President, Artful Thinkers, a sales and marketing consulting company.

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Best Gift to Any Business is a Referral

Are you looking for the perfect gift to give your customers or clients this holiday season?  There is one gift that has far greater lasting value beyond a spoken word of thanks, a sparkly holiday card or overflowing basket of nuts and baked goods.  It is the ultimate gift — the gift of a referral.

When you tell a client or company that you believe in what they offer, so much so you are willing to tell others, you are bestowing a very special tribute. Beyond the confirmation, providing an unsolicited referral requires thought and work. It is a bit like the effort of making a homemade holiday gift versus buying all your gifts online. You have to think carefully about the need and fit between the referral and referee. You are attaching the value of your name as an endorsement to the product or service.  You will forever be the link between the buyer and seller. Your gift will often be appreciated more because of the effort you put into the “making” of the gift.

Another reason for giving a referral as your holiday gift this year is the financial value. Customer referrals are instrumental for business growth.  In fact, the value of a referral can even be more than a single purchase, especially if the client offerings are complex or dependent on developing long-term relationships with valuable prospects. Your gift can shave months off of the sales cycle.  A referral can reduce the cost of sales and customer acquisition costs. You could be gifting a customer and potentially a profitable customer with significant real lifetime customer value (LCV).

Your word matters and your actions speak louder than your words.  Everyone is grateful for a ringing testimonial.  It serves great purpose to have your endorsement out into the marketplace to attract buyers for your clients and show your support.  The actual gift of a referral is going beyond championing your like and approval.  It is an affirmation that you believe both sides of the transaction will benefit. You are providing a seal of approval for an engagement between the buyer and the seller.

Yes, we all want customer recommendations on LinkedIn, Yelp and on our Facebook and Google+ pages. It is good business practice to endorse your customers and clients when they buy your services.  This will encourage them to do the same for your business.  Word of mouth and online reviews are proven to work.  Market studies show buying decisions are impacted by referrals, as noted in HubSpot’s example of the impact of social media referrals: 71% More Likely to Purchase Based on Social Media Referrals [Infographic]. These endorsements are reviews of our work. They are critical to marketing today.

Knowing the value of a review and recommendation, the referral puts financial value to your words.  As you put together your shopping list this holiday season, think about the best gift for your customers.  A gift that only you can provide by making a meaningful connection.  A word of gratitude followed by an invitation to do well.  A contact that can lead to revenue. Give the ultimate gift to those that pay you. Give back by giving them a customer!

The greatest gift is a portion of thyself.” – Ralph Waldo Emerson

By Jamie Glass, CMO & President of Artful Thinkers and Managing Director of Sales & Marketing Practice at CKS Advisors.