Make Sure You Have a 2019 Data Hygiene Plan

As marketers prepare to launch their 2019 campaigns, they should make sure that a complementary data hygiene plan is in place, and certainly AccuList USA data services stand ready to aid in ensuring the quality, up-to-date, enriched data essential for achieving marketing results.

Why Does Clean Data Matter?

Marketers don’t want to join the 88% of U.S. companies whose bottom lines are hurt by dirty data, based on Experian research. The top areas impacted by poor data practices are marketing (66% of companies) and lead generation (80% of companies), according to DemandGen. Dirty data leads to poor targeting and ROI for marketers, reduced revenue from customer acquisition and retention, wasted company resources and misdirected strategy. To avoid that fate, marketers need a plan to regularly fix any customer and prospect data that is incorrect, inaccurate, incomplete, incorrectly formatted, duplicated, or irrelevant, plus to enrich the database via appending of relevant but missing customer parameters.

Developing a Data Cleansing Strategy

Pete Thompson, founder of DataIsBeauty.com, has put together a useful primer for developing a data hygiene plan. Start with the basics: Decide what data is important for business decisions and estimate the ROI of data quality improvement. Then review existing data processes: types of data captured, where it comes from and how is it captured, the standards for data quality, how errors and issues are detected and resolved, etc. Other questions include the main sources of errors, methods for validating and standardizing data, methods for appending or combining multiple sources, automation used if any, accountability for data quality, and measurement of data ROI.

Key Elements of a Data Hygiene Plan

Without going into detail, the basic steps of the data plan will start with creating uniform data standards, preferably applied at the point of data capture. Then develop a data validation process, applied either when data is captured or, if that is not possible, at regular intervals for data already entered. After data has been standardized and validated, you can append missing fields by cross referencing with multiple data sources. Streamline the process through automation tools and scripts, saving time and money and reducing human errors. However, while it may be tempting to start with automation, Thompson cautions against putting the cart before the horse; success requires having data standards and a proven validation process in place before automating. And then set up a monitoring system of the hygiene process, whether automated or not, via random test samples and back testing, and implement periodic checks.

For regular monitoring, or overall scrubbing without an automated regimen, experts suggest a quarterly hygiene review for databases of 100,000 records or more, and semi-annual cleaning for smaller databases. Based on our own years in the data business, we think the best advice from Thompson and other experts is to enlist the services of data processing pros when hygiene is due!

Check out more details from Thompson’s data hygiene plan.




Weaponize B2B Data for 2019 With These Tactics

Targeted, clean data is a key deliverable of AccuList USA’s data services and list brokerage efforts for business-to-business marketing clients. And as those clients prepare their 2019 plans, we urge them to take basic steps to ready their data-driven marketing for maximum performance. A Martech Today post by Scott Vaughn sets the stage by recommending five essential data-oriented strategies for B2B.

Precisely Defined Audience Targets Using Clean Data

Good response and conversion depend on identifying and engaging the right audiences, meaning the right companies and the right decision-makers within those companies, Vaughn reminds. To target that right audience requires processes for capturing critical data about prospects, customers and their purchase journey with precision, he asserts, and recommends a strategy of starting with a smaller universe of accounts and roles to more precisely define best targets–and then testing and using advanced strategies, such as predictive marketing and intent-data modeling, to expand to more accounts and buyers. But that kind of data targeting only works if marketers are looking at quality data, so data hygiene is another necessity. When a recent DemandGen survey finds that more than 35% of the data in existing databases is unmarketable on average, avoiding wasted dollars means instituting a “get clean, stay clean” data-hygiene effort for 2019, Vaughn urges. The hygiene regimen should include regularly auditing of data-capture processes and sources, using filters before data can enter the database, and maintaining a cleansing process to eliminate records that are invalid, non-standardized, duplicate or non-compliant.

Permission-Based Trust and Speedy Follow-up

Because today’s buyers are leery of companies and brands that don’t treat their information with care and because stringent data-privacy laws are being deployed around the globe, B2B marketers must have a proactive permission-based marketing plan for their data, warns Vaughn That includes asking for opt-in everywhere and having very visible, clear explanations of how behavioral data, such as website cookies, is used. Meanwhile, prospects and customers have not only come to expect data privacy, they have become used to the rapid, real-time response of the digital market. Yet for many B2B campaigns, it takes two or three days to follow up on a lead or inquiry, or even seven or eight days just to get leads loaded into marketing automation or CRM software! Vaughn proposes a concerted effort to speed data handling by identifying areas where data can be routed faster and reaction time reduced and then initiating sales and marketing training on speedier handling at each stage of the customer journey. That’s why many executive teams now prioritize a measure of “pipeline velocity,” meaning the time from when an opportunity is created to when the deal is closed, to improve revenues.

Agreeing on Measurements That Matter

Accurate, targeted, speedy data processes don’t automatically result in ROI improvement, however–not if data analysis ends up focused on the wrong metrics. Vaughn reports that high-performing marketing teams use insights with these key ingredients: agreed-upon key performance indicators (KPIs); tools that can measure performance; and easy-to-use dashboards that can help all stakeholders (marketing, sales, execs, etc.) make smarter decisions. For his complete article, see https://martechtoday.com/5-essential-strategies-b2b-marketers-must-master-in-2019-228066

B2B Event Marketers Miss Out With Slow Lead Follow-up

When business-to-business marketers successfully build event attendance and booth traffic to maximize lead generation, they are disappointed and baffled by a smaller than expected sales harvest. One of the reasons for poor lead conversion, as it turns out, is a simple lack of timely lead follow-up! With better systems and planning, we hope AccuList USA’s trade show and conference marketing clients will outdo the benchmarks for post-event lead processing revealed in a recent study by Certain, an event automation provider.

Sluggish Lead Prep, Tech Gaps Delay Follow-up

As reported by Direct Marketing News, Certain found that just 2% of the 150 B2B marketing-decision makers surveyed said they follow up with event leads the same day. A quarter follow up in one to three days, 29% follow up in four to six days, and 27% follow up in seven to 13 days. And another 12% said this process takes two to four weeks, with the slowest-moving 6% saying it takes them more than a month to reach out! Why are almost half of those surveyed taking more than a week to contact prospects? Lead processing is a key problem, with 57% of the study’s participants saying it can take hours to manually get leads “sales ready” for follow-up, and 23% reporting that the prep process takes a few days. Surveyed marketers blamed the sluggish prep time on a variety of reasons: 23% of respondents cited lack of technological tools, 15% blamed lack of organization, 11% claimed the delay was intentional, and 7% admitted to simple procrastination.

Slow Lead Follow-up Has Real Costs

Unfortunately, correcting slow lead processing doesn’t seem to be a priority with many marketers. The Certain study found that despite generally slow lead processing, 72% of respondents are “somewhat” or “completely” satisfied with their lead follow-up time.  That complacency has a cost that marketers are ignoring, we would point out. Most event marketing pros urge a 48-hour follow-up window to try to stay ahead of competitors. In fact, according to a study from InsideSales, 30% to 50% of leads are closed by the vendor who follows up with them first. Slow lead processing also can result in a smaller harvest of contacts post-event. For example, while a quarter of those in Certain’s survey expect to contact 200-999 leads per event, that is balanced by another quarter expecting to reach only 10-49 leads. E-mail is the main form of follow-up, per Certain’s survey of marketers; 52% of respondents rely on this channel first to reach leads. Some professionals do initiate follow-up via phone (23%), social media (18%), or direct mail (7%). No wonder 96% of those polled are focused on adding leads’ e-mail addresses to their databases for future campaigns.

Unhappy With Event Data Collection? Join the Crowd

Even if their lead processing is speedy and they succeed in gathering e-mail contacts, marketers are generally dissatisfied with the quality of their lead data. Clearly, successfully tailoring sales pitches to leads requires more than a name and e-mail address. In Certain’s study, 82% of participants said they wish they captured more information about each individual lead at their events. The method of data collection is one issue. In collecting data at events, the largest group, 42%, said they rely on manual data entry through computers or tablets, followed by 31% who turned to business cards and sign-up sheets, and 27% who relied on electronic scanners.

For more on the Certain’s event leads study, see the DM News article.