Tag: data-driven targeting

Data-driven marketing insights can help your organization target more accurately and create a better customer experience.

A data-driven credit customer experience offers personalization and low friction — it's a win-win for consumers and businesses.

Learn how using data-driven customer segmentation to create messages and offers that truly resonates will help your targeting efforts. Read more!

Financial institutions have gone through a whirlwind in the last few years, with the pandemic forcing many to undergo digital transformations. More recently, rising interest rates and economic uncertainty are leading to a pullback, highlighting the need for lenders to level up their marketing strategies to win new customers. To get started, here are a few key trends to look out for in the new year and fresh marketing ideas for lenders. Challenges and consumers expectations in 2023 It might be cliche to mention the impact that the pandemic had on digital transformations — but that doesn't make it any less true. Consumers now expect a straightforward online experience. And while they may be willing to endure a slightly more manual process for certain purchases in their life, that's not always necessary. Lenders are investing in front-end platforms and behind-the-scenes technology to offer borrowers faster and more intuitive services. For example, A McKinsey report from December 2021 highlighted the growth in nonbank mortgage lenders. It suggested nonbank lenders could hold onto and may continue taking market share as these tech-focused lenders create convenient, fast and transparent processes for borrowers.2 Marketers can take these new expectations to heart when discussing their products and services. To the extent you have one in place, highlight the digital experience that you can offer borrowers throughout the application, verifications, closing and loan servicing. You can also try to show rather than tell with interactive online content and videos. Build a data-driven mortgage lending marketing strategy The McKinsey report also highlighted a trend in major bank and nonbank lenders investing in proprietary and third-party technology and data to improve the customer experience.2 Marketers can similarly turn to a data-driven credit marketing strategy to help navigate shifting lending environments. Segment prospects with multidimensional data Successful marketers can incorporate the latest technological and multidimensional data sources to find, track and reach high-value prospects. By combining traditional credit data with marketing data and Fair Credit Report Act-compliant alternative credit data* (or expanded FCRA-regulated data), you can increase the likelihood of connecting with consumers who meet your credit criteria and will likely respond. For example, Experian's mortgage-specific In the Market Models predict a consumer's propensity to open a new mortgage within a one to four-month period based on various inputs, including trended credit data and Premier Attributes. You can use these propensity models as part of your prescreen criteria, to cross-sell current customers and to help retain customers who might be considering a new lender. But propensity models are only part of the equation, especially when you're trying to extend your marketing budget with hyper-segmented campaigns. Incorporating your internal CRM data and non-FCRA data can help you further distinguish look-alike populations and help you customize your messaging. LEARN MORE: Use this checklist to find and fix gaps in your prospecting strategy Maintain a single view of your borrowers An identity management platform can give you a single view of a consumer as they move through the customer journey. The persistent identity can also help you consistently reach consumers in a post-cookie world and contact them using their preferred channel. You can add to the persistent identity as you learn more about your prospects. However, you need to maintain data accuracy and integrity if you want to get a good ROI. Use triggers to guide your outreach You can also use data-backed credit triggers to implement your marketing plan. Experian's Prospect Triggers actively monitors a nationwide database to identify credit-active consumers who have new tradelines, inquiries or a loan nearing term. Lenders using Prospect Triggers can receive real-time or periodic updates and customize the results based on their screening strategy and criteria, such as score ranges and attributes. They can then make firm credit offers to the prospects who are most likely to respond, which can improve cross-selling opportunities along with originations. Benefit from our expertise Forward-thinking lenders should power their marketing strategies with a data-backed approach to incorporate the latest information from internal and external sources and reach the right customer at the right time and place. From list building to identity management and verification, you can turn to Experian to access the latest data and analytics tools. Learn about Experian credit prescreen and marketing solutions. Explore our credit prescreen solutions Learn about our marketing solutions 1Mortgage Bankers Association (October 2022). Mortgage Applications Decrease in Latest MBA Weekly Survey 2McKinsey & Company (2021). Five trends reshaping the US home mortgage industry

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

“Businesses are managing vast and growing amounts of consumer data – all while ensuring consumers’ privacy and complying with complex government regulations.” This is one of the many reasons there’s an increasing need for innovative digital identity solutions, as explored in a in Axios in a new Experian advertorial. Experian Identity, an integrated suite of identity solutions, products, and services, solves for challenges presented by the continuing migration of consumers to the internet and the resulting growth of consumer data. Leveraging that data stemming from diverse sources and combining it with advanced technologies, is critical to better determining and understanding a company’s best marketing prospects, as well as making confident decisions that enhance and safeguard the consumer experience. How? By leveraging multidimensional data and adhering to all consumer protection laws and industry self-regulatory standards, businesses can best recognize and connect with their consumers in more personalized, meaningful and secure ways. The Axios article discusses the benefits of Experian Identity, including strengthening fraud detection, solving for identity resolution, and helping to uncover business opportunities through segmenting, targeting and engaging consumers. “While today’s consumers are intensely interested in protecting their personal data and identities, they also want to be recognized and understood by the companies they do business with,” said Kathleen Peters, Chief Innovation Officer of Experian Decision Analytics, in the article. Read more about how Experian’s identity solutions helps businesses stay relevant with audiences, create a positive consumer experience, and meet people’s desire to be recognized in Axios’ new article. AXIOS: Making identities personal Learn more about Experian Identity

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To grow in today’s economic climate and beat the competition, financial institutions need to update their acquisition and cross-sell strategies.

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You’ve Got Mail! Probably a lot of it. Birthday cards from Mom, a graduation announcement from your third cousin’s kid whose name you can’t remember and a postcard from your dentist reminding you you’re overdue for a cleaning. Adding to your pile, are the nearly 850 pieces of unsolicited mail Americans receive annually, according to Reader’s Digest. Many of these are pre-approval offers or invitations to apply for credit cards or personal loans. While many of these offers are getting to the right mailbox, they’re hitting a changing consumer at the wrong time. The digital revolution, along with the proliferation and availability of technology, has empowered consumers. They now not only have access to an abundance of choices but also a litany of new tools and channels, which results in them making faster, sometimes subconscious, decisions. Three Months Too Late The need to consistently stay in front of customers and prospects with the right message at the right time has caused a shortening of campaign cycles across industries. However, for some financial institutions, the customer acquisition process can take up to 120 days! While this timeframe is extreme, customer prospecting can still take around 45-60 days for most financial institutions and includes: Bureau processing: Regularly takes 10-15 days depending on the number of data sources and each time they are requested from a bureau. Data aggregation: Typically takes anywhere from 20-30 days. Targeting and selection: Generally, takes two to five days. Processing and campaign deployment: Usually takes anywhere from three days, if the firm handles it internally, or up to 10 days if an outside company handles the mailing. A Better Way That means for many firms, the data their customer acquisition campaigns are based off is at least 60 days old. Often, they are now dealing with a completely different consumer. With new card originations up 20% year-over-year in 2019 alone, it’s likely they’ve moved on, perhaps to one of your competitors. It’s time financial institutions make the move to a more modern form of prospecting and targeting that leverages the power of cloud technology, machine learning and artificial intelligence to accelerate and improve the marketing process. Financial marketing systems of the future will allow for advanced segmentation and targeting, dynamic campaign design and immediate deployment all based on the freshest data (no more than 24-48 hours old). These systems will allow firms to do ongoing analytics and modeling so their campaign testing and learning results can immediately influence next cycle decisions. Your customers are changing, isn’t it time the way you market to them changes as well?

Throughout the year, there are certain models that are incredibly popular. SUVs and crossovers fly off the shelves during the wintertime while down south, the pickup-truck is the sales king. There are times when less popular vehicles flood your inventory, creating stress for your sales team to try and get them into the hands of customers. The good news for dealers is that you don’t need to panic when strange bonus programs are floated out by the manufacturer. Data-driven methods can be used to find potential buyers. The upshot of this is dealers don’t have to wait for buyers to waltz into their showroom. Although you can pick a specific model based on incentives, it is a good idea to review your model goals to confirm they are realistic. Based on the models you are trying to move, identify the sales trends by unit and geography. This analysis may help you discover the vehicle margin opportunity isn’t worth the advertising investment. On the other hand, you may learn competitors are selling a plethora of that model and there is plenty of room to conquest market share. Always let data be your guide. Checking a vehicle’s popularity can determine if you should market it. If the model’s popularity in your geography is growing, it will be easier since potential consumers are going into showrooms, asking questions, and doing research online. On the flip side, a vehicle with declining popularity is more difficult, and therefore more expensive, to market. As vehicles become unpopular or out-of-season, aggressive pricing may be in-store. In the past, the “spray and pray” method was what dealers and marketers would use, simply hoping that your campaign would find your target. Today, the best practice is to pinpoint the demand for your model by analyzing your pre-determined market radius to identify those ZIP Codes™ which show the most interest. For example, narrowing down to neighborhoods showing recent sales of your model can help identify future purchase demand. When combined with demographic, psychographic, web analytics, and your CRM data, the formula for determining model-specific demand becomes a precise science. Determining where to market is one thing, but identifying the in-market customer is another thing altogether. To identify the persona for potential purchasers of your models, utilize a system like Experian’s Dealer Positioning System. It helps determine the demographics and psychographics of consumers along with various buying patterns. This persona will include what interests consumers of your model and what they value in a marketing message. While creating the persona, think about what kind of marketing would be the most effective. Are your customers on social media and would they prefer digital advertising? Perhaps a more traditional approach with direct mail or by phone? Understanding their preferences will indicate which approach will most effectively resonate with them. Now campaigns for your model of choice can begin. Use the ZIP Codes and demographics of your highest potential customers to create an effective media plan. Based on the data, craft out digital, traditional, or other campaign types that can be run successfully. Focus on the features that will most appeal to your key demographic– all-wheel-drive, navigation, advanced safety features, made in America, etc. Moving that model off the lot and onto the customer’s driveway does not have to be difficult. If the model is not popular in the first place or it isn’t the right time to market it, you may not want to spend money trying to promote it. With the methods we stated earlier, selling a vehicle to customers based on geotargeting and specific marketing messages make moving even the most unwanted vehicle easier. Also, remember the where, who, and what. Where are you targeting your customers, who are your customers, and what medium are you going to use? Using this can help to move that model and grant you sales success.

In the world of marketing, this can happen to all of us. We think we know how much ad spend we should put towards a PPC campaign or what time a TV ad should air. In this digital realm, dealers are given a lot of data when a campaign finishes. Technology has pushed our boundaries so now, someone looking at a video of a specific automobile on a social media platform like YouTube can be targeted to receive video advertisements for your dealership. With that said, how do you know if you are targeting the right people? When it comes to your campaigns, you want to know your money is going towards the right forms of advertisements as well as the right demographics. If a campaign is doing well, extending out that campaign can be a better decision compared to letting it end. On the other side, if a campaign is doing poorly, pausing or evening stopping the campaign can be more beneficial in the future. The big questions you must ask yourself are: Am I targeting the wrong people? There can be a few reasons why you may be targeting the wrong people. First, the type of campaign can be incorrect. Social media is the newest and hottest form of marketing, but that may not work with your audience. Second, your demographics may be off. Without knowing the key demographics that you are targeting, you could be blindly targeting customers not interested in your vehicles or not in the market. The opposite could be said for that as well. You may be leaving out potential customers in key geological areas around your dealership. Because of this, you could be losing sales. Targeting doesn’t just stop with humans. You must think about your location and what you have in your inventory. If you are in a state like Colorado, you will want to allocate more SUVs and vehicles that have all-wheel-drive. By advertising rear-wheel-drive or sports cars to individuals that exclusively drive SUVs or only research SUVs, that can be a loss of advertising dollars. What can I do about it? A revamped marketing campaign is a good start for a strategy, but it may not be enough. Targeting can be a difficult endeavor, but thankfully there are programs and companies that can help. Experian Automotive’s Dealer Positioning System® can target key ZIP Code™ and display which campaigns are working - as well as which should be cut. Thanks to this type of data-driven targeting, market share and sales can increase even while advertising spend decreases. Another great aspect of using a system like Experian DPS is the ability to create campaigns to target vehicles your customers want. Like the example above of what not to do, you can formulate a plan of attack to focus on SUVs and light-duty trucks in a mountainous area. Conquesting intelligently not only means more people coming through your door but more allocations for vehicles your customers will want. Marketing is important. Whatever kind of advertising you do, remember that building your dealership is important. Having a solid game plan to conquest around you relies on smart targeting and the correct forms of advertising. Experian DPS can help boost market share and increase sales core models which is very helpful. To learn more about how Experian Automotive can assist with your targeting, click here.