As 2019 closes, marketers have a year's worth of multichannel customer, campaign and sales information to analyze for 2020 plans. So what are the big data trends that will maximize ROI? Clean, up-to-date, quality data is still the basis for effective marketing. So start by monitoring data for issues such as duplicates, missing information or bad records to figure out how and where they are occurring. Then standardize processes at each data entry point. Next validate the accuracy of data via data tools or expert data services. Identify and scrub duplicates. Once data is standardized, validated and de-duped, improve its analytic value with third-party data appending. Establish a feedback process to spot and update/purge incorrect information, and communicate standards and processes so all teams understand the value of clean data in segmentation targeting, lead response, customer service, etc. Meanwhile, the 2019 Martech Conference highlighted other trends, such as the role of data in personalization. Expect to see increased use of Artificial Intelligence (AI) and machine learning (ML) for personalization. For example, for more personalized acquisition, ML can recognize if people from certain areas are more likely to respond to a specific offer or which past high-response special offers may resonate in future. When personalization is combined with elimination of data silos and creation of a single customer view across channels, marketing becomes especially powerful. Indeed, data integration and elimination of data silos are key to the growing "agile marketing" trend, which breaks down team silos to focus on high-value projects collectively. Marketers should also boost use of predictive modeling. Why? A study by ClickZ and analytics platform provider Keen found that 58% of marketers using predictive modeling experienced a 10%-25% ROI lift, while another 19% saw more than a 50% uplift. While retroactive campaign data can be very useful, it’s not as good at informing future multichannel directions. Standard data analysis often mistakenly gives most credit to last-click channels such as search or transactional activities. The Keen/ClickZ survey found marketers using predictive modeling boosted results in multiple areas, including better understanding of the target audience (71%), optimizing touchpoints on the customer journey (53%), and improving creative performance (44%). For more detail, see https://www.acculist.com/prep-for-2020-marketing-with-clean-personalized-predictive-data/
David Kanter, President and CEO of AccuList, is a list brokerage and direct marketing expert. For more than 30 years, he has helped companies and nonprofit organizations achieve their marketing goals. With David's Direct Marketing Forum, he shares, and invites others to share, helpful direct-marketing industry news, trends, analyses, resources, and tips for success. Please read our Comment Policy.
Showing posts with label data integration. Show all posts
Showing posts with label data integration. Show all posts
Tuesday, November 26, 2019
Thursday, November 7, 2019
Event Marketers Bet on Data, Tech, Personalization
For AccuList's trade show and conference marketing clients, the good news is that, even in a digital world, live events and face-to-face experiences retain their power, with over 40% of marketers saying live events are their most important marketing channel. Plus, event marketers have more tools (and challenges) as they move into 2020. A post by marketing guru Michael Brenner for Marketing Insider Group cites a number of technology trends that event marketers can use to boost attendance, engagement and ROI, including artificial intelligence (AI) for everything from ticketing and sales to personalized promotions and automated event follow-up; augmented reality (AR) and virtual reality (VR) for immersive and engaging experiences; and interactive video. Meanwhile, as marketing technology provides access to real-time event data, many marketers find their biggest problem is being overwhelmed by a flood of data, ranging from audience attraction (website visits, social media clicks, registrations); on-site engagement (RFID metrics, mobile app engagement); post-show follow-up (attendee opinions, costs, ROI); and auxiliary data (CRM, membership data, attendee interests). The key to prioritizing and analyzing, notes event marketing and tech agency Freeman, is to 1) centralize, standardize and integrate data; 2) decide on goals (such as attendee satisfaction, exhibitor ROI, or reduced attendee and exhibitor churn); and 3) define the metrics that best measure achieving those goals. Based on analysis of attendance or exhibitor patterns, marketers can then segment data lists for better targeted response and ROI. For all marketing channels, personalization is the new requirement. As Brenner’s post notes, because they believe it’s so effective at increasing event marketing ROI, 9 in 10 event planners use some form of personalization. His article includes a useful infographic from a 2017 Eventsforce study on the ROI of personalization which shows that not only do 73% of event planners believe that personalization and data-driven marketing are a priority but 89% personalize event invitations via names, content and links; 71% personalize event communications via e-mail content and landing pages; and 58% personalize registration via different forms for different audiences. As far as collecting the data needed for personalization, the most effective tools are rated as registration systems (84%), CRM/marketing systems (62%), surveys (29%) and event apps (29%). For more, see our website blog post at https://www.acculist.com/data-technology-personalization-top-event-marketing-trends/
Wednesday, July 31, 2019
2019 B2B Marketers Embrace Analytics, ABM, AI
A new report based on business-to-business marketing data from Salesforce Research, Forrester Research and the Information Technology Services Marketing Association shows how technically sophisticated top-performing B2B marketers have become in order to woo today's demanding clients. "B2B marketers are increasingly using a mix of account-based marketing (ABM), artificial intelligence (AI), and analytics to connect the right customers with the right content at the right moments," concludes B2B Marketing Trends: Insights From the Frontline released in June. For example, today's business buyers demand personalization: 69% of business buyers expect companies to anticipate their needs, and 60% of business buyers are comfortable with companies applying relevant personal information in exchange for personalized engagement. B2B marketers are not quite up to speed yet, however, with only 46% of B2B marketers reporting a completely unified view from customer data sources. This is true even though most marketers agree that personalization improves brand building (92%) and customer advocacy (80%). Account-based marketing (ABM) programs are collaborative efforts between marketing and sales teams, and high-performing B2B marketing teams are much more likely to collaborate effectively on ABM programs (54%) compared with under-performing marketing teams (34%). Among B2B marketers using ABM, the ABM programs now account for more than a quarter of their total marketing budgets. Why? Nearly half of ABM users say the programs deliver higher ROI than comparable marketing methods: 77% of ABM users are achieving 10% or greater ROI, and 45% of ABM users are seeing at least double ROI compared to other marketing methods. Meanwhile, because 69% of business buyers expect personalized "Amazon-like" customer experiences today, AI usage among B2B marketers grew 23% in 2018, with the majority using AI for facilitating online experiences with offline customer data, driving next best offers in real time, to improve customer segmentation, creating dynamic websites and landing pages, and personalizing overall customer journeys, as well as other goals. For more data and a link to download the report, see our full blog post at https://www.acculist.com/research-shows-abm-ai-analytics-drive-b2b-marketing-success/
Thursday, May 3, 2018
Publisher Missteps Undermine Online Subscription
Subscription marketing is a goal for most B2B and B2C publishers, but a recent Publishing Executive (PE) magazine article warns that publishers' common online errors are undermining circulation marketing investments. Access to premium content should be online but limited to subscribers, urges PE author Eric Shanfelt, founding partner of eMedia Strategist. After all, why subscribe if you can go to the website and see all content for free? Unfortunately, some publishers are so baffled by the technology of locking down content as subscriber-only that they don't even put their premium content online--losing a big selling point with digital traffic. Others are worried about reducing Google search traffic or ad impression dollars by limiting content access but not factoring in the cost of lost subscribers, argues Shanfelt. For success with subscriber-only premium content, the website must then prominently promote that premium content and its subscriber-only status via clear incentives and calls-to-action. A website or mobile subscription page should not be just an order form, Shanfelt advises. Remember that most people who visit a subscription page are just considering subscribing. They need to be sold. Visitors should clearly see the benefits of subscribing and what they get. Plus the page should generate a sense of urgency to sign up and use FOMO (fear of missing out) to push orders. Equally important, the subscription process should be quick and easy. Make the subscription link easy to see and navigation simple by putting an obvious menu item and widget on every website page, with a link directly to a single-page subscription form, not a multi-step process. And finally, make sure the subscription page is not only secure but loads quickly on desktop or mobile. If it doesn’t load in 2-3 seconds, up to 50% of potential subscribers could be lost, warns Shanfelt. In order to test and adjust marketing tactics, online subscription and confirmation pages should use Google Analytics to see how people get to subscription pages and how well they convert from different sources. Subscription/confirmation pages should also use tracking pixels from Facebook, Google, Bing and other digital sources, as well as from customer data platforms and e-mail systems. More important, circulation data needs to be integrated with the website subscription pages. If the website is synchronized with the circulation system, people can log into the site by authenticating against subscriber data to get access to premium content, for example. Integration also allows for conditional content blocks in follow-up e-mails to upsell non-subscriber leads and a sync of subscriber lists with programmatic ad networks. See the full post at http://www.acculistusa.com/publisher-mistakes-undermine-online-subscription-efforts/
Tuesday, December 19, 2017
2018 Marketers Face Old and New Data Issues
Direct marketers will face both old and new data challenges in 2018. A recent Forbes magazine interview with Tom Benton, the CEO of the Data & Marketing Association (DMA), highlighted six of those data hurdles for next year. The perennial problems of data quality and integration continue, worsened by the huge volume and types of data streaming into marketers. Many are struggling to decide which data sets to use and which to ignore, how to keep data accurate and actionable, and how to integrate new data with existing data. Several practices for 2018 success are suggested: clear business goals and target audiences to narrow the data focus; a clear test case for examining or onboarding data; regular examination of new and legacy data accuracy and value; and systems for integrating new data with existing data, especially given the new types of data streams available–everything from wearable gym trackers to chatbots to grocery checkouts. But 2018 also offers potentially exciting opportunities via new marketing tech tools, such as augmented reality (AR), machine learning and AI. The Forbes articles offers the example of how 1-800-Flowers improved customer experience by integrating the company’s website with artificial intelligence (AI) technology and natural language processing to understand customer demand and then search the product catalog to deliver customized recommendations. Use of AR today ranges from AMC theater movie posters to Simmons Bedding Co. product demos to labels of Australia’s 19 Crimes wine brand. At the same time, marketers face tougher challenges in the areas of data security and privacy rules. If customers don’t trust that sensitive information will be safeguarded, they’ll stop engaging, hurting not only individual brands but the data-driven community. After massive data security breaches made headlines in 2017, data security is a top concern to retain customers and prevent risk in 2018. Meanwhile, American marketers who seek to tap European markets need to get ready for the enactment of the European Union’s General Data Protection Regulation (GDPR), taking effect May of 2018, which will set a tough new baseline for consumer privacy rights. For more, see http://www.acculistusa.com/2018-offers-new-and-old-marketing-data-challenges/
Wednesday, July 5, 2017
How Data Silos Spoil Marketing Harvests
Silos can be great for agricultural storage, but they spell trouble when we're talking about customer data trapped in company departmental and systems silos. Research shows the magnitude of the problem. For example, a recent blog post by Veriday, a digital marketing company, noted that more than 80% of marketers say data silos within marketing obscure a seamless view of campaigns and customers. And that doesn't even consider data trapped outside marketing in IT, sales, etc. In larger, older companies, many data silos result when outdated processes and separate information systems hamper linkages. Yet silos are not just a big-business issue given the average small business today is using 14.3 different systems, as the Veriday post points out. Yes, information can be transferred between silos via import/export or manual efforts, but this risks duplication, errors, delays, inconsistent hygiene and inaccurate updating--meaning poor immediate ROI and wasted future opportunities from an incomplete and inaccurate picture of customers, campaigns and channel results. In business-to-consumer marketing, data silo risks are growing more acute, stresses a Forbes magazine article by Denise Persson, CMO at Snowflake, a data warehouse firm. She cites Accenture survey results showing that, while the promise of a deal or discount was the top driver of customer loyalty last year, in 2017, 58% of customers find marketing programs that are highly tailored to their needs much more enticing. Marketers can embrace targeted, contextual approaches, but, Persson warns, if each marketing channel--website, social media, e-mail, online ads, direct mail--uses a different set of data to develop a different channel strategy, marketers will end up with a fragmented customer picture delivering a fragmented brand experience! Smart marketers will invest in solutions, such as third-party support, software for content management and marketing automation, and data warehousing. Meanwhile, a blog post by Ajay Gupta, founder of Stirista, a digital marketing agency, points out the myopia of failing to link business and consumer data, especially now that digital media is blurring the line between professional and personal lives. Gupta gives the example of a company that wants to market a personal electronic device by targeting a proven business prospect list with only B2B e-mail addresses. If the company enhances the prospects' B2B info with B2C data, it could expand its reach by sending out e-mails to B2C addresses, direct mail to home addresses, online display ads via digital cookies, plus targeted social media ads! Linking B2B and B2C data is also a great tool for onboarding and creating social media custom audiences, per Gupta. For more detail, see http://www.acculistusa.com/how-b2b-and-b2c-data-silos-spoil-marketing-harvests/
Thursday, January 19, 2017
Study: Customers Not Recognized Across Channels
Just 9% of marketers say they can consistently recognize customers across media channels, according to the MediaPost report on a new white paper published by the Data & Marketing Association (DMA). The study, conducted by Winterberry Group, is based on interviews with marketers from about 120 organizations. Per the MediaPost story, the study did find that companies have improved how they provide the same brand experience across channels, with slightly more than 77% of participants claiming to coordinate the delivery of content across all the media channels extremely well, fairly well or to some extent. But since most companies are marketing to devices not people, the challenge has been recognizing the same customers as they cross devices, for example going from search to catalog, or from mobile to in-store. Companies do realize that there is a problem per the survey, with some 72% of those participating identifying audience recognition as a "moderate" or higher priority. And when asked what would help to advance their organization's efforts to better recognize addressable audiences across marketing media, better aggregation and management of data, cited by nearly 48% of marketers, led the top five solutions. For more statistics from the study and for a link to download a free white paper copy, go to full blog post at http://www.acculistusa.com/blog/
Tuesday, August 19, 2014
Nonprofit Insight: Track Donors, Not Channels
"Track the donor, not the channel," to create effective nonprofit integrated marketing campaigns, recommended Sean Powell of The Engage Group, speaking at the DMA Nonprofit Federation’s Nonprofit Digital Day. Powell was joined on a Digital Fundraising 101 panel by Mikaela King, vice president of marketing at Defenders of Wildlife, who provided hands-on advice based on her organization's shift from structural division by marketing channels, such as direct mail and social media, to division by audiences, such as donors and advocates. "It’s not about how the organization is structured. It’s about what’s most important for the donor," explained King. "It is very hard to integrate marketing when you are not integrated internally." After restructuring for a donor focus, King advocated a three-step approach; first target the audience, then determine what you will offer, and finally create the messaging. It's especially critical for successful integration to sync data, added Heather Marsh of ABD Direct: "Make sure that your data is in line before starting a large integrated campaign. If you can’t really make sure you’re talking to people accurately, don’t do it." For more panel insights, read the Direct Marketing Association (DMA) report at http://thedma.org/advance/best-of-dma/insights-from-dma-nonprofit-digital-day-track-the-donor-not-the-channel/
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