Tag: segmentation

In recent blog posts, we’ve discussed growing in a down market and getting ahead with a proactive outreach and engagement strategy. In this article, we’ll focus on audience segmentation and multichannel marketing. As the market has shifted, effective cost management is a top priority. Lenders who get the most bang for their buck tend to use data to create their audience, segment and message. Best practice #1: audience segmentation It’s hard to beat the combination of credit and property data for mortgage lenders. Obtaining a holistic consumer view and property details (if they’re a homeowner), can help lenders determine the best mortgage product and refine their messaging. Many of our partners have great success leveraging a combination of property and credit insights to identify consumers for a home equity line of credit (HELOC) or new first mortgages. Let’s look at HELOC as an example. From a process perspective, we use property data to identify borrowers with properties that qualify for the lender’s HELOC program – sufficient equity, owner occupied, no tax liens, not listed for sale, a value below their upper lending bound, etc. Once the initial population is identified, we further segment their target population by adding key credit insights, such as current score and outstanding unsecured debt. This allows the lender to identify borrowers who qualify for their HELOC program and do specific outreach for either debt consolidation or remodel. By performing the equity and credit analytics with a single vendor, the lender can increase their speed to market.  The results? Lenders succeed by quickly reaching the right borrowers, with the right offer and message. Additionally, they don’t waste money on or disappoint applicants who don’t meet their program guidelines. Best practice #2: refining the message The next best practice I’d like to focus on is refining the message with relevant demographic and consumer behavior data. Experian studied the differences among consumers who recently purchased a home, those who recently secured a HELOC, and the general consumer population.   Look at these four categories from our Mosaic Group and consider how you would adjust your messaging if you really know your prospect? Might you incorporate different imaging for a Power Elite homeowner in your HELOC campaign than a Flourishing Family to whom you are marketing a first mortgage?   Or consider how different decision-making styles would impact the information you highlight in your outreach?  Look at the difference between HELOC borrowers and first mortgage borrowers in terms of their decision-making style. Different messaging will appeal to a consumer who is a brand loyalist versus someone who is a savvy researcher.  Best practice #3: omnichannel marketing strategy Finally, let’s focus on how best to reach the consumer. Not only is it important to meet consumers on their preferred channel, but a best practice is to execute an omnichannel strategy. We increasingly see lenders using emails in prescreen campaigns with invitations to apply, or ITAs, across multiple communication channels.  Look at the overall research for email, text, and direct mail. Increasingly, savvy marketers are asking us for emails in their prescreen campaigns, and it’s no surprise. Based on the research, a tailored email campaign can be very effective. Perhaps most surprising is the level of mortgage borrower engagement in streaming TV! This is just the tip of the iceberg in terms of how data can be sliced and diced to drive your omnichannel engagement strategy. In short, when executing a mortgage marketing campaign, it’s important to leverage available data for audience segmentation. Once your audience is identified, you’ll want to refine your message to resonate with each segment. Lastly, instituting a multichannel marketing strategy is key to ensuring you’re getting in front of your audience in the channel they’re most likely to engage. By adopting these best practices, you’ll reach the right borrower, with the right message, in the right channel, which, in-turn, will help boost the ROI of your marketing program.  To learn about Experian Mortgage solution offerings, click here. Learn more

Today’s changing economy is directly impacting consumers’ financial behaviors, with some individuals doing well and some showing signs of payment stress. And while these trends may pose challenges to financial institutions, such as how to expand their customer base without taking on additional risk, the right credit attributes can help them drive smarter and more profitable lending decisions. With Experian’s industry-leading credit attributes, organizations can develop precise and explainable acquisition models and strategies. As a result, they can: Expand into new segments: By gaining deeper insights into consumer trends and behaviors, organizations can better assess an individual’s creditworthiness and approve populations who might have been overlooked due to limited or no credit history. Improve the customer experience: Having a wider view of consumer credit behavior and patterns allows organizations to apply the best treatment at the right time based on each consumer’s specific needs. Save time and resources: With an ongoing managed set of base attributes, organizations don’t have to invest significant resources to develop the attributes themselves. Additionally, existing attributes are regularly updated and new attributes are added to keep pace with industry and regulatory changes. Case study: Enhance decision-making and segmentation strategies A large retail credit card issuer was looking to grow their portfolio by identifying and engaging more consumers who met their credit criteria. To do this, they needed to replace their existing custom acquisition model with one that provided a granular view of consumer behavior. By partnering with Experian, the company was able to implement an advanced custom acquisition model powered by our proprietary Trended 3DTM and Premier AttributesSM. Trended 3D analyzes consumers’ behavior patterns over time, while Premier Attributes aggregates and summarizes findings from credit report data, enabling the company to make faster and more strategic lending decisions. Validations of the new model showed up to 10 percent improvement in performance across all segments, helping the company design more effective segmentation strategies, lower their risk exposure and approve more accounts. To learn how Experian can help your organization make the best data-driven decisions, read the full case study or visit us. Download case study Visit us

The largest industry disruptor was a surprise to everyone. Where bets may have been placed on digital transformation, automated decisioning, or better omnichannel programs, no one foresaw the global pandemic of COVID-19 and the corresponding economic fall out that ensued. As financial institutions have spent the past two months scattered and then regrouping, whether with pivoted downturn contingency strategies or with a business-focused Hail Mary, some might argue that the dust is beginning to settle. While the world and the majority of businesses are working to manage and stabilize a new normal against a background of some form of chaos, once federal and state regulations are loosened, the world – and financial institutions in particular – will need a plan forward. So, what comes after COVID-19? With stimulus checks and what everyone hopes will soon be a re-stimulating of the economy, consumers will seek credit. And when that influx comes, there will be a need to strategize what is the right offer for the right consumer. How do you take on more customers while minimizing risk? Non-existent and/or shrinking budgets Many marketing budgets were already small prior to the global pandemic, so coming out of it, to say every marketing dollar counts is an understatement. Traditional prescreen, while a pillar in acquisition operations, is an antiquated strategy. Using hyper-segmentation via a true end-to-end marketing service, pumped up by the right data for decision making, enables financial institutions to not only build the right audience but tailor quality experiences that increase engagement and loyalty. That means ultimately reducing operating costs while improving experiences and take rates. Work from home turned life from home Going virtual has gone viral. Seemingly overnight, most brick and mortar operations went online. Some versions of digital transformation became a need to have, versus a nice to have, and the gap between the financial institutions who were equipped to pivot online, versus those who were not, spread further. As the vast majority of consumers are at home – whether by way of work from home or furlough – our society has quickly embraced everything being online. Reach your consumers where they are, in the digital-first channels to which they have become familiar with and accustomed. As consumers are at the center of every marketing strategy, engaging omnichannel delivery enhances reach across critical touchpoints. Inclusive of social media, email, direct mail, TV, and more, the campaign should provide a seamless experience, all working together in a synchronized fashion. Consistency has always been key, but especially during these volatile times, to reflect stability, empathy and constant messaging is an undertone that can only help strengthen consumers’ view of your organization. Learn fast, grow faster For marketing financial products, it’s a matter of connecting the dots between consumer touchpoints and results data. By making these critical connections, financial institutions will be better positioned to identify the most effective elements in the campaign. By gleaning more insights from campaign performance, organizations can optimize future campaigns and minimize wasted ad spend. These key learnings, delivered at the end of every campaign cycle, help your organization to remain nimble, pivot quickly and execute campaigns that get increasingly better ROI as you hone in on the nuances revealed by data on consumer behavior, preferences, motivations and more. Changing times and even faster-changing needs There’s always been a need for faster decisioning and more results with increasingly fewer resources. The need for speed has been put on hyperdrive as the economy has entered the current environment. How do you keep up with the changing needs of your consumers? Get your marketing right from the start and see results through to the end. Incorporating the right data, advanced analytics and constant access ultimately enable more strategic focus and shorter campaign cycles. As we all navigate the ever-changing “normal,” offering the right support to your consumers is the right thing to do for them and for you. Managing rising consumer needs, while also minimizing risk to your bottom line, is also the right thing to do for your business. Once plans move from managing business operations through the crisis to moving forward, make sure your marketing – how you are reaching out to existing customers and prospective customers for the next steps in their financial journey – is data-driven. To learn more about how Experian can help you execute data-driven marketing that fuels customer acquisition, visit our website. Learn More

The challenges facing today’s marketers seem to be mounting and they can feel more pronounced for financial institutions. From customizing messaging and offerings at an individual customer level, increasing conversion rates, moving beyond digital while keeping an eye on traditional channels, and more, financial marketers are having to modernize their approach to customer acquisition. The most forward-thinking financial firms are turning to customer acquisition engines to help them best build, test and optimize their custom channel targeting strategies faster than ever before. But what functionality is right for your company? Here are 5 capabilities you should look for in a modern customer acquisition engine. Advanced Segmentation It’s without question that targeting and segmentation are vital to a successful financial marketing strategy. Make sure you select a tool that allows for advanced segmentation, ensuring the ability to uncover lookalike groups with similar attributes or behaviors and then customize messages or offerings accordingly. With the right customer acquisition engine, you should be able to build filters for targeted segments using a range of data including demographic, past behavior, loyalty or transaction history, offer response and then repurpose these segments across future campaigns. Campaign Design With the right campaign design, your team has the ability to greatly affect customer engagement. The right customer acquisition engine will allow your team to design a specific, optimized customer journey and content for each of the segments you create. When you’re ready to apply your credit criteria to the audience to generate a pre-screen, the best tools will allow you to view the size of your list adjusted in real-time. Make sure to look for an acquisition engine that can do all of this easily with a drag and drop user experience for faster and efficient campaign design. Rapid Deployment Once you finalize your audience for each channel or offer, the clock starts ticking. From bureau processing, data aggregation, targeting and deployment, the data that many firms are currently using for prospecting can be at least 60-days. When searching for a modern customer acquisition engine, make sure you choose a tool that gives you the option to fetch the freshest data (24-48 hours) before you deploy. If you’re sending the campaign to an outside firm to execute, timing is even more important. You’ll also want a system that can encrypt and decrypt lists to send to preferred partners to execute your marketing campaign. Support Whether you have an entire marketing department at your disposal or a lean, start-up style team, you’re going to want the highest level of support when it comes to onboarding, implementation and operational success. The best customer acquisition solution for your company will have a robust onboarding and support model in place to ensure client success. Look for solutions that offer hands-on instruction, flexible online or in-person training and analytical support. The best customer acquisition tool should be able to take your data and get you up and running in less than 30 days. Data, Data and more Data Any customer acquisition engine is only as good as the data you put into it. It should, of course, be able to include your own client data. However, relying exclusively on your own data can lead to incomplete analysis, missed opportunities and reduced impact. When choosing a customer acquisition engine, pick a system that gives your company access to the most local, regional and national credit data, in addition to alternative data and commercial data assets, on top of your own data. The optimum solutions can be fueled by the analytical power of full-file, archived tradeline data, along with attributes and models for the most robust results. Be sure your data partner has accounted for opt-outs, excludes data precluded by legal or regulatory restrictions and also anonymizes data files when linking your customer data. Data accuracy is also imperative here. Choose a marketing and technology partner who is constantly monitoring and correcting discrepancies in customer files across all bureaus. The best partners will have data accuracy rates at or above 99.9%.

With Hispanic Heritage Awareness Month underway and strategic planning season in full swing, the topic of growing membership continues to take front stage for credit unions. Miriam De Dios Woodward (CEO of Coopera Consulting) is an expert on the Hispanic opportunity, working with credit unions to help them grow by expanding the communities they serve. I asked Miriam if she could provide her considerations for credit unions looking to further differentiate their offerings and service levels in 2019 and beyond.   There’s never been a better time for credit unions to start (or grow) Hispanic engagement as a differentiation strategy. Lending deeper to this community is one key way to do just that. Financial institutions that don’t will find it increasingly difficult to grow their membership, deposits and loan balances. As you begin your 2019 strategic planning discussions, consider how your credit union could make serving the Hispanic market a differentiation strategy. Below are nine ways to start. 1.  Understand your current membership and market through segmentation and analytics. The first step in reaching Hispanics in your community is understanding who they are and what they need. Segment your existing membership and market to determine how many are Hispanic, as well as their language preferences. Use this segmentation to set a baseline for growth of your Hispanic growth strategy, measure ongoing progress and develop new marketing and product strategies. If you don’t have the bandwidth and resources to conduct this segmentation in-house, seek partners to help. 2.  Determine the product gaps that exist and where you can deepen relationships. After you understand your current Hispanic membership and market, you will want to identify opportunities to improve the member experience, including your lending program. For example, if you notice Hispanics are not obtaining mortgages at the same rate as non-Hispanics, look at ways to bridge the gaps and address the root causes (i.e., more first-time homebuyer education and more collaboration with culturally relevant providers across the homebuying experience). Also, consider how you might adapt personal loans to meet the needs of consumers, such as paying for immigration expenses or emergencies with family in Latin America. 3.  Explore alternative credit scoring models. Many credit products accessible to underserved consumers feature one-size-fits-all rates and fees, which means they aren’t priced according to risk. Just because a consumer is unscoreable by most traditional credit scoring models doesn’t mean he or she won’t be able to pay back a loan or does not have a payment history. Several alternative models available today can help  lenders better evaluate a consumer’s ability to repay. Alternative sources of consumer data, such as utility records, cell phone payments, medical payments, insurance payments, remittance receipts, direct deposit histories and more, can be used to build better risk models. Armed with this information – and with the proper programs in place to ensure compliance with regulatory requirements and privacy laws – credit unions can continue making responsible lending decisions and grow their portfolio while better serving the underserved. 4.  Consider how you can help more Hispanic members realize their desire to become homeowners. In 2017, more than 167,000 Hispanics purchased a first home, taking the total number of Hispanic homeowners to nearly 7.5 million (46.2 percent of Hispanic households). Hispanics are the only demographic to have increased their rate of homeownership for the last three consecutive years. What’s more, 9 percent of Hispanics are planning to buy a house in the next 12 months, compared to 6 percent of non-Hispanics. This means Hispanics, who represent about 18 percent of the U.S. population, may represent 22 percent of all new home buyers in the next year. By offering a variety of home loan options supported by culturally relevant education, credit unions can help more Hispanics realize the dream of homeownership.   5.  Go beyond indirect lending for auto loans. The number of cars purchased by Hispanics in the U.S. is projected to double in the period between 2010 and 2020. It’s estimated that new car sales to Hispanics will grow by 8 percent over the next five years, compared to a 2 percent decline among the total market. Consider connecting with local car dealers that serve the Hispanic market. Build a pre-car buying relationship with members rather than waiting until after they’ve made their decision. Connect with them after they’ve made the purchase, as well.   6.  Consider how you can help Hispanic entrepreneurs and small business owners. Hispanics are nine times more likely than whites to take out a small business loan in the next five years. Invest in products and resources to help Hispanic entrepreneurs, such as small business-friendly loans, microloans, Individual Taxpayer Identification Number (ITIN) loans, credit-building loans and small-business financial education. Also, consider partnering with organizations that offer small business assistance, such as local Hispanic chambers of commerce and small business incubators.   7.  Rethink your credit card offerings. Credit card spending among underserved consumers has grown rapidly for several consecutive years. The Center for Financial Services Innovation (CFSI) estimates underserved consumers will spend $37.6 billion on retail credit cards, $8.3 billion on subprime credit cards and $0.4 billion on secured credit cards in 2018. Consider mapping out a strategy to evolve your credit card offerings in a way most likely to benefit the unique underserved populations in your market. Finding success with a credit-builder product like a secured card isn’t a quick fix. Issuers must take the necessary steps to comply with several regulations, including Ability to Repay rules. Cards and marketing teams will need to collaborate closely to execute sales, communication and, importantly, cardmember education plans. There must also be a good program in place for graduating cardmembers into appropriate products as their improving credit profiles warrant. If offering rewards-based products, ensure the rewards include culturally relevant offerings. Work with your credit card providers.­   8.  Don’t forget about lines of credit. Traditional credit lines are often overlooked as product offerings for Hispanic consumers. These products can provide flexible funding opportunities for a variety of uses such as making home improvements, helping family abroad with emergencies, preparing families for kids entering college and other expenses. Members who are homeowners and have equity in their homes have a potential untapped source to borrow cash.   9.  Get innovative. Hispanic consumers are twice as likely to research financial products and services using mobile apps. Many fintech companies have developed apps to help Hispanics meet immediate financial needs, such as paying off debt and saving for short-term goals. Others encourage long-term financial planning. Still other startups have developed new plans that are basically mini-loans shoppers can take out for specific purchases when checking out at stores and online sites that participate. Consider how your credit union might partner with innovative fintech companies like these to offer relevant, digital financial services to Hispanics in your community.   Next Steps Although there’s more to a robust Hispanic outreach program than we can fit in one article, credit unions that bring the nine topics highlighted above to their 2019 strategic planning sessions will be in an outstanding position to differentiate themselves through Hispanic engagement.   Experian is proud to be the only credit bureau with a team 100% dedicated to the Credit Union movement and sharing industry best practices from experts like Miriam De Dios Woodward. Our continued focus is providing solutions that enable credit unions to continue to grow, protect and serve their field of membership. We can provide a more complete view of members and potential members credit behavior with alternative credit data. By pulling in new data sources that include alternative financing, utility and rental payments, Experian provides credit unions a more holistic picture, helping to improve credit access and decisioning for millions of consumers who may otherwise be overlooked.   About Miriam De Dios Woodward Miriam De Dios Woodward is the CEO of Coopera, a strategy consulting firm that helps credit unions and other organizations reach and serve the Hispanic market as an opportunity for growth and financial inclusion. She was named a 2016 Woman to Watch by Credit Union Times and 2015 Latino Business Person of the Year by the League of United Latin American Citizens of Iowa. Miriam earned her bachelor’s degree from Iowa State University, her MBA from the University of Iowa and is a graduate of Harvard Business School’s Leading Change and Organizational Renewal executive program.

Consumer confidence is nearing an 18-year high. Unemployment figures are at record lows. Retail spend is healthy, and expected to stay that way through the back-to-school and holiday shopping booms. Translation for credit card issuers? The swiping and spending continue. In fact, credit card openings were up 4% in the first quarter of 2018 compared to the same time last year, and card utilization is hovering around 20.5%. Even with the Fed’s gradual 2018 rate hikes, consumers are shopping. In a new Mintel report, outstanding credit card debt is now $1.03 trillion (as of the end of Q1, 2018), and the number of consumers with credit cards is growing fastest among people aged 18 to 34. In the retail card arena specifically, boomers and Gen X’ers are leading the charge, opening 45% and 27% of new retails cards, respectively. “A stronger economy always bodes well for credit cards,” said Kelley Motley, director of analytics for Experian. “Now is the time for card issuers to zero in on their most loyal consumers and ensure they are treating them with the right offers, rewards and premium benefits.” Consumer data reveals the top incentives when selecting a rewards-based card includes cash back, gas rewards and retail cards (including travel rewards and airfare). In fact, for younger consumers, offering rewards has proven to be the most effective way to get them to switch from debit to credit cards. Cash back was the most preferred reward for consumers aged 18 to 44 when asked about their motivation to apply for a new card. For individuals 45 and older, 0% interest was the top motivator. Of course, beyond credit card opens, the ideal is to engage with the consumers who are utilizing the card the most. From a segmentation standpoint, the loyal retail cardholder has an average VantageScore® credit score of 671 with an average total balance of $1,633. They use the card regularly and consistently make payments. Finding more loyalists is the goal and can be achieved with informed segmentation insights and targeted prescreen campaigns. On the flip side, insights can inform card issuers with data, helping them to avoid wasting marketing dollars on consumers who merely want to game a quick credit card offer and then close an account. A batch and blast marketing approach no longer works in the credit card marketing game. “Consumers expect you to know them and their financial needs,” said Paul DeSaulniers, senior director of Experian’s segmentation solutions. “The data exists and tells you exactly who to target and how to structure the offer – you just need to execute.”

The credit card marketplace is a crowded and complex landscape. Recent research by Experian shows the average U.S. consumer has 3.1 credit cards and 2.5 retail cards, with an average balance of $6,354 and $1,841, respectively. So how can you build upon your existing customer relationships and offer the right products to the right people at the right time? By understanding consumer behavior. Pretty simple concept. But targeting viable consumers and making enticing offers takes some detective work. Gone are the days of demographic-based approach to audience segmentation for credit marketing campaigns. Consumers are now engaged on their smartphones, laptops, tablets, fitness bands, across countless apps, browsers, emails and more. Simply knowing a person’s gender and age doesn’t provide any information about how he spends the day, his consumer behaviors, personal interests, unique wants or needs. Developing rich consumer personas based on transaction credit data can be a powerful tool to understanding consumers so lenders can design more relevant and personalized credit offers, experiences and products to a very targeted audience. Experian DataLabs can help by analyzing transaction data to understand the consumers in your portfolio. For example, looking at your portfolio of 40-year-olds in the U.S. provides basic demographic information. A closer look at transaction data could reveal unique details within the age group to help you group and target, such as: Frequent travelers: These road warriors log serious miles. If they’re not traveling for work, they’re cashing in miles for vacation. This unique group leads your portfolio in airfare, cruise line, car rental, hotel and travel agency spend. With so much time spent away from home, this group is rarely found in grocery stores. Local business owners: Advertising, computer equipment, and software are typical expenses of this segmented group. There may be an opportunity to capture spend outside their business activity or to ensure they have the right card to fit their business needs. Constant commuters: These consumers use their card for local travel and transportation. And they are less likely to use their card for expenses related to other types of travel or maintaining a vehicle. After a long day, they like to grab a drink while waiting for the train. Online Shoppers: Consumers in this group use their card with various online merchants, including Amazon, Etsy, iTunes, and PayPal. Online shoppers are also above average spenders in elementary education, child care services, and family clothing. Social hipsters: They can be found meeting with friends for coffee and drinks, and are more likely to rely on local transportation and tend to eat out instead of cooking in. Effective audience segmentation ensures that your marketing dollars are invested in real people who are most likely to respond on certain media, have already expressed an interest in your product, and are geographically accessible to a specific retail location. Every campaign should be as dynamic and unique as its consumers. The powerful combination of consumer and transaction data allows you to customize audience segments to maximize customer engagement and drive campaign success.