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Why You Should De-dupe Your Data

In today’s data-driven marketing, data is not only the most important asset that your company can have but can also make or break your campaign. Having clean data impacts not only marketing activities but also impacts your reputation, operations and decision-making. De-duping is one of the most important aspects of overall data hygiene. Duplicates can be found on many levels of data; they arise at the household level, individual e-mail level or company level. But before you can de-dupe your data, you must make sure you have a clear definition of what a duplicate is. Some businesses de-dupe based on a household address for direct mail campaigns, others on an e-mail basis for e-mail marketing campaigns, and some de-dupe based on the company level. If you are still not convinced that you need to de-dupe, consider the following benefits:

Avoiding Different Offers to the Same Customer

Having direct mail going out to the same household can be costly, and it can also be extremely embarrassing. For example, you send two different direct mail creatives to the same household. As one of the records was a customer, you decided to provide a returning customer 15% off, while the other record was marked as a prospect and only got 10% off. Now the person opening both direct mails will be confused by having two different discounts, and the company also can face a PR nightmare.

Cutting Unnecessary Cost

It goes without saying that having duplicates increases your cost. For example, assume you are doing a direct mail creative which costs you $5 per mailing. Your list contains 10,000 recipients. The total cost of mailings therefore is $50,000. If you decided to de-dupe, you would find out that 10% of your mailing list was duplicated. Therefore, $5,000 was a waste of resources. It would have been much cheaper to de-dupe prior to deploying your campaign.

Good Analytics for Decision-making 

Analytics is important not just from a perspective of understanding how your marketing and sales is performing but also from a decision-making perspective. By having duplicates in your CRM, you are going to be double-counting your list capabilities, miscalculating your true growth rates, and getting the wrong rate of responses. If you are looking to make a decision on future campaigns, basing it on duplicate data will give you the wrong list count, wrong budget and possibly the wrong creative picked (especially if you are basing it on an A/B testing done previously).

Reducing Customer Service Confusions

If there are duplicates in your CRM system, having clients call in, e-mail or come into the store will make it difficult for staff to track down the right individual. For example, Mary Smith is found twice in your CRM with the same phone number. She calls in to your customer support to inquire about her order status. Your customer service rep decides to pull up the customer account by phone number and finds two records. Now she has to put the customer on hold while she checks both accounts to try to locate the last purchase before she can even assist the customer. Not only is it wasting everyone’s time and making customer service inefficient, it also makes the customer have a bad customer service experience.

Preventing Potential Loss of Sales

Finally, the biggest impact that duplicates have on your business is a potential loss of sale. If you have duplicates, you do not have a true view of all prospect or customer activities. Therefore, you could be excluding prospects from a sales call because your lead scoring system indicated that they are not ready. However, if the data from both records was combined, you would have all signals indicating they are ready to be passed on to sales. With duplicates, by the time you figure it out, a customer may have already lost interest and gone with your competitor.

You can easily de-dupe your list by using a de-duping tool that will require less effort to identify duplicates and establish a master record than is required to deal with the consequences of duplicate data. De-duping should be part of your data-cleaning initiative, either prior to any major campaign or on a yearly basis.

If you are interested in data clean-up and use of a de-duping tool, contact guest author Anna Kayfitz, CEO of StrategicDB Corp.

Skeptical of Marketing Tech Buzzwords? You’re Not Alone

To help support direct marketing clients, AccuList USA tries to keep up with the latest in marketing technology and tactics, and so we’ve been bombarded along with clients by advice on how to seize opportunities with personalization, “big data,” omnichannel, real-time marketing, and, most recently, artificial intelligence (AI). Marketers struggling to find room in real-world budgets often worry that they’re falling behind in an escalating martech arms race! New research by Resulticks—a survey of over 300 marketing pros across industry verticals—offers interesting perspective.

Big Expectations: Big Data and Personalization

“Big Data” was the hot topic at the 2013 DMA Annual Conference, with 50% of marketers enthusiastic about investing. But making practical sense of those data torrents turned out to be more difficult than expected. Resulticks finds that only 16% of today’s marketers have fully implemented big data solutions, 20% have given up on the concept, and just 27% rank big data as a top priority now. Part of the problem is overhyped, underperforming martech platforms, per the survey, with 21% of marketers complaining that vendors overpromise and underdeliver. In contrast, personalization—meaning targeting that goes beyond basic attributes such as name to deeper parameters such as purchase history and online behavior—has done better in fulfilling expectations, with 60% of today’s marketers reporting full or partial implementation. The only fly in the ointment: Tech investments have not always kept pace with enthusiasm, and only 20% rate their software ability to deliver personalization as “excellent.”

Technically Challenged: Omnichannel

Back in 2014, one study found almost half of retailers saying they were going to commit to an “omnichannel” approach. Unlike multichannel marketing, where marketers touch customers at multiple points on their journey, the ambitious goal of omnichannel marketing is to create a seamless customer experience across all channels. Resulticks finds that only 9% of today’s marketers describe their approach as omnichannel, compared with 63% who use a multichannel approach. Technical barriers explain omnichannel’s failure to thrive. Only 35% have fully or partially implemented the required software platforms for omnichannel, and, among those who have bet on platforms, 58% rank vendor execution as “poor” to “fair” (compared with 13% who give their omnichannel software “excellent” marks).

Enthusiastic Embrace: Real-time Marketing

There’s a better report card for the “real-time marketing” that rapidly uses data across channels for more timely, targeted engagement in the customer journey. Resulticks reports that 49% of marketers rate their real-time marketing ability as “good” to “excellent,” that half say they have fully or partially implemented real-time marketing solutions, and that 47% say real-time is a priority for their organizations today. However, many marketers may need to adjust their definition of “real-time” if they want to compete for customers’ expectations; 47% are defining real-time as responding in an hour or more (with 20% taking a day or more), compared with the 12% delivering true real-time response in the milliseconds.

New Kid on the Block: AI

Social media giants have been betting on AI, and marketers are following their lead, with one study showing more than 50% planning to adopt AI in the next two years. However, Resulticks’ survey finds almost half (47%) of the marketers polled already rate AI as overhyped. Here’s a big source of that skepticism: 43% of marketers believe martech software vendors overpromise and underdeliver, and 69% rate their vendors’ ability to execute AI as “fair” to “poor.”

To download the study report, go to https://www.resulticks.com/marketingflabtofab.html

2018 Digital Marketing Spend to Rise; High Hopes for Social

AccuList USA’s digital marketing clients are already looking ahead to 2018 results, with many planning to increase digital spending. They’re following the trend reported in a recent survey by Ascend2, which found that 93% of firms expect to boost digital marketing budgets in 2018.

Boosted Digital Spend Planned in 2018

The survey, conducted in December 2017, tapped 217 marketing influencers, with 43% working for B2B firms, 35% for B2C firms, and 22% for hybrid firms. The combined 52% planning marginal increases and 41% planning significant boosts in 2018 digital marketing budgets dwarfed the 7% who intend to decrease digital spending. But the more interesting data involves where the marketers foresee the biggest bang for digital bucks in the year ahead.

Social & Content Marketing Dubbed Most Effective

Respondents expected the most effective digital marketing tactics in 2018 to be social media marketing (18%), followed by content marketing (17%). Search engine optimization was seen as most effective by 15%, e-mail marketing was seen as leading by 13%, and paid search and social ads was chosen by only 11%. The lower ranking of e-mail and search ads was not due to execution barriers; both were rated as among the least difficult to implement.

Execution Challenges for Data Management & Technology

In contrast, surveyed marketers reported the greatest execution difficulties for data management (18% rated as most difficult) and marketing technology (also 18%). Content marketing and search engine optimization tied for second place in terms of implementation challenges, with both selected by 16%.

Go to https://research.ascend2.com/2018-digital-marketing/ to download a full copy of the Ascend report.