Predictive Analytics Can Harness Data for Marketing ROI

Beyond list brokerage, AccuList can support direct marketing clients with “predictive analytics,” meaning scientific analysis that leverages customer and donor data to predict future prospect and customer actions. It will scientifically “cherry-pick” names from overwhelming “big data” lists and other files. For example, AccuList’s experienced statisticians build customized Good Customer Match Models and Mail Match Models to optimize direct mail results for prospect lists, as well as one-on-one models for list owners to help acquire more new customers or donors. Plus, predictive models aid other marketing goals, such as retention, relationship management, reactivation, cross-sell, upsell and content marketing. Below are some key ways predictive analytics will harness data for better marketing ROI.

More Swift, Efficient and Effective Lead Scoring

Lead scoring is too often a sales and marketing collaboration, in which salespeople provide marketers with their criteria for a “good” lead and marketers score incoming responses, either automatically or manually, for contact or further nurturing. Predictive analytics will remove anecdotal/gut evaluation in favor of more accurate scoring based on data such as demographics/firmographics, actual behavior and sales value. It also speeds the scoring process, especially when combined with automation, so that “hot” leads get more immediate contact. And it allows for segmentation of scored leads so that they can be put on custom nurturing tracks more likely to promote conversion and sales.

Better List Segmentation for Prospecting, Retention and Messaging

With predictive analytics, list records can be segmented to achieve multiple goals. The most likely to respond can be prioritized in a direct mail campaign to increase cost-efficiency. Even more helpful for campaign ROI, predictive analytics can look at the lifetime value of current customers or donors and develop prospect matching so mailings capture higher-value new customers. Predictive analytics also can tailor content marketing and creative by analyzing which messages and images resonate with which customer segments, identified by demographics and behavior, in order to send the right creative to the right audience. Finally, analytics can develop house file segmentation for retention and reduced churn, looking at lapsed customers or donors to identify the data profiles, timing inflection points and warning signs that trigger outreach and nurturing campaigns.

Optimizing for Channel and Product/Services Offer

Data analysis and modeling can also be used to improve future marketing ROI in terms of channel preferences and even product/services development. By studying customer or donor response and behavior after acquisition, analytics can identify the most appropriate promotion and response channels, communication types, and preferred contact timing by target audience. Plus, a customer model can match demographics, psychographics and behavior with product and offer choices to tailor prospecting, as well as upsell or cross-sell opportunities, to boost future results.

Committing to a Good, Clean Customer Database

Reliable predictions require a database of clean, updated existing customer or donor records, with enough necessary demographics/firmographcs and transactional behavior for modeling. So, to prevent garbage-in-garbage-out results, AccuList also supports clients with list hygiene and management, including hygiene matching for DO NOT MAIL, NCOA and more, data appending of variables from outside lists, merge-purge eliminating duplicates and faulty records, response tracking with match-back, and more advanced list screening options.

Targeted E-mail Expands Museums’ Direct Marketing Options

While previous AccuList posts focused on direct mail strategies for our museum marketing clients, e-mail marketing is also an area where our expertise can help museums reach new members, event participants, or donors, as well as improve the performance of existing e-mail databases.

Study Museum E-mail Benchmarks and Success Stories

Evidence that e-mail can be a successful player in museums’ multi-channel campaigns comes from Constant Contact’s March 2019 e-mail statistics for house databases in the arts, culture and entertainment vertical (including museums and galleries), which show overall e-mail open rates averaging 17.54%, and click-through rates averaging 6.81% for the vertical. Those results are better than the all-industries averages of 16.74% open rate and 7.43% click-through rate, plus ahead of all but 13 of the 34 verticals tracked, and far ahead of some verticals, such as technology (e.g. web developers), automotive services, salons, retail and consulting. Marketers can also use e-mail to prospect for new members, donors and event participants. For example, marketers report success with event audience building via a series of e-mails that start with a promotion linked to ticket purchase, RSVP and/or social-sharing request, then follow up with reminders prior to the event, and finish with a post-event thanks e-mail that includes a request for an online review. Other successful e-mail series reward loyalty or re-engage dormant supporters by offering special perks (such as discounts). E-mail automation can make contact strategy even easier with programmed triggers, such as a re-engagement e-mail automatically sent six months after a last visit. For some creative inspiration, check out this nonprofit e-mail gallery and Pinterest grouping of museum e-mails.

Invest in Clean, Targeted E-mail Lists

Earning response to a house database or prospect list requires a few e-mail basics: 1) personalized, targeted messaging; 2) a brief subject line that inspires opens and engaging CAN SPAM-compliant creative content that inspires click-throughs; 3) mobile optimization of the e-mail with a clear call-to-action linked to a mobile-optimized digital landing page; and 4) an updated, clean opt-in e-mail list to avoid spam filters. As data experts, AccuList’s services especially focus on the last point. For responsive, targeted prospects, AccuList’s proprietary research has identified the top choices among opt-in e-mail rental lists (plus telemarketing and direct mail lists), including lists of museum members/donors, lists of museum mail-order buyers, and lists by type of museum and collection (download our free compilation of top list datacards). For clean, targeted house lists, AccuList points marketers toward database enhancement and hygiene, including identification of recent e-mail address changes through Electronic Change of Address (ECOA) lists, enhanced targeting by adding demographics from outside lists, and expanded e-mail reach by appending opt-in e-mails to postal records.

Pair Mobile-Optimized E-mail and Landing Pages

Every e-mail—regardless of target audience—needs a clear call-to-action linked to an online page that makes that action easy to accomplish. For fundraising e-mails, check out these best practices suggested by online fundraising software provider DonorBox: 1) include a prominent Donate Now button in the e-mail with a link to an online landing page, either one page for general donations or a page per specific project; 2) include suggested donation amounts on the landing page and tie those amounts to outcomes that show how they will improve the museum and visitors’ experiences; 3) optimize the e-mail and landing page for desktop computers, mobile phones and tablets; 4) include recurring giving options on the online page for higher donor retention; 5) if appropriate include a donation “thermometer” or other graphic of progress on the donation page to encourage more donations; 6) allow for multiple secure payment gateways, such as Apple Pay, Google Pay and PayPal in addition to credit cards; 7) and, finally, make sure the donation form and its processes are as simple, clear and quick as possible.

Combine Social Media Engagement With E-mail Targeting

E-mail can be a natural complement to social media campaigns, which is why social media networks themselves use e-mail marketing for customer retention. Museums can pair social media’s ability to engage and build brand, community and web traffic with e-mail’s advantage in delivering highly targeted and personalized messages, enhancing the power of both channels. Social media apps and forms can be used to capture new e-mail opt-in subscribers, for example. With platforms like Facebook, house e-mail data can be matched with the huge social audience to deliver demographics- and interest-targeted ads and promoted posts to existing names and lookalikes. Social media also is good at soliciting user-generated content (reviews, images, videos and posts), which can be used (with permission) in e-mails to boost response. And both social media and e-mail targets can be matched with direct mail for multi-channel power. Check out AccuList’s social media user lists, Facebook match and target options, and Digital2Direct programs combining direct mail with Facebook or e-mail lists.


Tech & Data Trends Spur 2019 Fundraising Opportunities

Despite 2019’s many challenges for nonprofit marketers, including competing for attention with political fundraising noise, trends in data analytics and technology offer good news for AccuList’s fundraising clients.

Fundraising Can Leverage Digital Innovations

Consider trends highlighted in this spring’s Nonprofit Technology Conference in Oregon. For example, nonprofit tech pros reported success using Digital Wallets, such as Apple Pay, Paypal and Google Pay, to make donating easier for donors and to increase conversions. AI and chatbots are another boon cited by tech experts, not just because they free up staff from time-consuming interfaces but because they can be used to segment audiences and tailor communications to boost donor acquisition, value and retention. Meanwhile mobile text messaging and mobile giving not only continue to grow in use, but nonprofits are learning to leverage SMS to trigger response, scale donor relationships and engage and motivate communities more fully. Online giving continues its growth path, but there are now more online giving services and their offerings are expanding. For example, Give Lively has free online fundraising tools for text-to-give, peer-to-peer, events, and integration with social media platforms such as Facebook. Finally, virtual-assistant voice services have entered the fundraising arena; for example, Amazon’s Alexa now can help donors verbally contribute up to $10,000.

It All Comes Back to Targeted Data

But for tech innovations to be effective, quality data and data analytics are essential. For example, fundraising efforts can use data to identify and segment those groups of current or inactive donors more likely to increase their donation dollars or flag donors to tap as future legacy donors. And data analytics can combine with real-time marketing automation, triggered e-mail series and variable data printing of personalized direct mail for improved donor acquisition. While the task of data collection and analysis can seem overwhelming, nonprofits don’t need to vacuum up every bit of big data for better results. The key is to collect and track the information in the donor database, or to select the key response factors to target in prospect lists, which are most likely to lead to success. Beyond the basics of name, address/contact, gender, age and date and amount of last donation, data targeting can be enhanced with parameters indicating donor capacity (the ability to give) and donor affinity (the willingness to give). Indicators of donor capacity include personal income/wealth measures, real estate ownership, business title, stock ownership, etc., while donor affinity parameters include the RFM (recency, frequency, monetary) of the donor or prospect giving history, past relationship/interest in a specific cause or affiliated appeal, and political affiliation and giving. Check out this article on donor data from Candid’s Philantopic blog for data management tips.

Beware Assumptions About Donor Data

A good database policy also includes regular hygiene and updating as well as an ongoing check for knowledge/data gaps. Classy, the online fundraising software provider, suggests challenging assumptions of donor knowledge by making sure analytics can deliver on these questions:

  • When are donors most likely to donate?
  • What is the average donation amount?
  • What is the average donation amount?
  • Are there different types of donors?
  • What is the reason for donation?
  • How does the donor liked to be thanked?
  • What is the donor’s communication channel preference?
  • What value does the donor get from donating?

See the rest of Classy’s suggestions on using data for fundraising.

Digital Data Feed Publishers’ Subscription Growth

AccuList helps business periodicals grow audience via direct marketing, and, as always, good customer and prospect data is at the root of marketing success. Consider a case study from The Economist, named one of the eight best business magazines of 2019 by The Balance reviewers. It isn’t only content that makes The Economist stand out. It’s a data-based audience-building strategy that has quadrupled subscription revenue over the last three years.

Customer Data and Predictive Analytics

Facing challenges in growing subscriber and advertising revenue, The Economist contracted with a customer data platform, Lytics, to shift from a print-focused to a digital subscription strategy based on customer data management, per a recent What’s New in Publishing (WNIP) post. For example, the publisher used data analytics to create content hubs, or individual pages that display digital content based on a reader’s interest for particular news topics. Tactics also included displaying offers based on the reader’s subscription status and predictive engagement score, meaning their likelihood to subscribe, derived from other readers with behaviors like theirs. And the online Economist gave readers featured content based not just on topic interest but also on behavioral scoring so readers got the type of content they wanted in the way they wanted to read it. Yet another example was a campaign for a free “Back to School Megatech” eBook, that produced a 9% click-through rate for targeted audiences.

Payoffs in Acquisition and Retention

In addition to a 4X bump in The Economist‘s subscriber revenue, the data-centric effort decreased cost per acquisition by 80%, tripled digital subscriptions, and increased time-on-site and engagement measures, per the WNIP case study post. The development of ongoing and adaptive customer profiles using machine learning went beyond simple demographics to allow for individually tailored and timed advertising and engagement strategies, such as predicting when a reader is more receptive to certain kinds of advertising or content. Retention strategies also were improved by predicting when subscribers were likely to stop visiting or subscribing.

Leveraging Data and Content for Growth

The Economist is not alone in embracing a digital subscription and data-management publishing model. The New York Times used similar strategies to boost digital subscriptions and revenues last year, even creating nytDEMO (DEMO stands for data, engineering, measurement, and optimization) as a collaboration among members of The Times data, product & design, technology, and advertising groups. The nytDEMO team offers brand marketers AI-based data tools such as “Project Feels” predicting emotional response to content and “Readerscope” identifying reader/interest audience segments. While other print and digital news operations were cutting back in 2018, The New York Times Co. used data-driven strategies to generate more than $709 million in digital revenue, with online subscription revenue up nearly 18% from 2017 and digital advertising up 8.6%. Out of its 4.3 million paid subscriptions for digital and print in 2018, more than 3.3 million people paid for its digital products, a 27% jump from 2017. Those results prompted executives to set a new target of more than 10 million subscriptions by 2025. And since NYT execs believe successful data marketing relies on quality content marketing, the revenue gains will be plowed back into content development via increased investment in newsroom and opinion operations.

 

Is Your E-mail Optimized for Best 2019 Performance?

E-mail marketing is constantly evolving, and AccuList USA tries to keep our e-mail list and e-mail marketing services clients up-to-date on the latest tactics and best practices. A good overview of trends for 2019 was recently supplied in a Business2Community post by Rohit Munipally.

Targeted, Segmented and Automated Marketing

The value of e-mail targeting and list segmentation is so clear that it will be a given for smart marketers in 2019. Munipally cites HubSpot research showing that e-mails that are relevantly segmented and targeted account for 58% of all e-mail earnings and increase profits up to 18 times more. When combined with automation, e-mail content power is further enhanced. Munipally gives examples of how e-mail marketers can track behavior to boost response and conversion. For example, if a contact hasn’t opened an e-mail for an extended period, the contact can be dropped from deployments, while a contact who has visited a web page several times or opened multiple e-mails can receive relevant automated e-mails prompting action. In fact, global automated e-mail marketing alone is expected to account for $2.7 billion in spending by 2025, Munipally reports.

Text-Only, Interactive & Story Content

Watch for acceleration of the trend away from graphics-heavy e-mail designs in 2019. Research shows e-mail users prefer plain text over HTML-style e-mails because plain text e-mails resemble a personal message that would be sent by a family member or friend. So marketers now use plain-text e-mails to create a more personable, sincere and less sales-oriented brand. Also expect to see interactivity dominate over product display and sales pitches in e-mails next year. Response data favors interactive e-mails that encourage engagement through quizzes, surveys, games, contests, GIFs, and call-to-action messaging that lets recipients shop, edit an order, update a wish list, send a shipping confirmation, etc. Story-telling also has proved itself as another content-engagement tool. E-mails that begin with a story that grabs the reader and then leads into the value and services/products offering have been shown to be highly influential–if delivered to a relevant audience (again underscoring the value of targeting and segmentation).

Focus on Mobile, Personalization and AI

Mobile optimization of e-mail will be essential for success in 2019, with 53% of e-mails opened via mobile devices and 75% of gmail users viewing accounts on mobile devices. Meanwhile, consumers demand content that is relevant and personalized whether they view it on a computer or mobile device, which means using data to go beyond the first name in the second paragraph to delivery of information unique to the reader’s account or buyer persona. Plus, next year should see growing use of AI for everything from targeting, subject line choice, image selection, unsubscribe prevention and more. To illustrate the power of AI, Munipally reports that Adobe recently developed an AI technology with a series of sophisticated algorithms based on e-mail campaigns and audience behaviors, resulting in e-mail users opening nearly 80% of work and 60% of personal e-mails.

For the complete post, see https://www.business2community.com/email-marketing/7-email-marketing-trends-for-2019-02120824

 

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

These Tech Trends Likely to Drive 2018 Direct Mail Success

Because direct mail data and support services are at the heart of AccuList USA’s expertise, we are always delighted to pass along tips on how to use direct mail more successfully in multi-channel marketing strategy. A blog post by Postalytics, a self-serve direct mail automation tool, recently mined multiple expert sources for the most influential direct mail trends of 2018, ranging from creative to technology to mailing strategy. If you have any lingering doubt over adding interactive technology to traditional snail mail, just take a look at the article’s top mail technology trends for this year.

Automation and Integration: Speedy, Targeted Production

Unsurprisingly, automation purveyor Postalytics puts mail automation software at the top of the list, but they get plenty of industry support. Automation allows marketers to quickly generate high-quality, personalized and trackable letters and postcards by leveraging templates, digital cues and automated workflows, cutting direct mail production cycles from 4-6 weeks down to 1 week. That automation also allows marketers to maximize response by integrating triggered direct mail into any step in the buyer’s journey, online or offline, so that mail delivery taps into the appropriate timing, content and call-to-action.

Linking Offline to Online: AR, QR and PURL

Interactive, mobile-scanned Augmented Reality apps and QR codes, as well as personal urls (PURLs) linked to targeted content-specific landing pages, allow direct mailers to connect offline marketing’s printed paper with online marketing’s digital pages, images, animations and videos. Studies show that combining snail mail with interactive digital is key to greater overall campaign response and ROI.

Enhanced Data Targeting and Personalization

The magic wand of quality, enhanced data can be waved over direct mail to match the right message to the right people at the right time. Good mailing list data allows for targeting based on shopping habits and needs, retargeting and cross-selling, recapturing and reactivating of lost prospects and customers, leveraging of trigger events and personal preferences, and more–provided there is a commitment to quality database hygiene and processing. Customer and prospect data lists need to be up-to-date, de-duped and accurate, and mailings must use cost-effective advanced postal address hygiene and pre-sorting. In addition to cost-effective, high-response targeting, good mailing data allows for sophisticated content personalization far beyond simply inserting a name, the kind of personalization that has become a basic expectation of customers. Marketers can even create personalized coupon codes that deliver a much higher ROI than generic coupon codes; these unique codes make customers feel valued on an individual level.

For 2018 direct mail trends in creative design and mailing strategies, see https://www.postalytics.com/blog/direct-mail-marketing-trends-for-2018/