Ecommerce / Retail

Risk analysts are insatiable consumers of big data who require better intelligence to develop market insights, evaluate risk and confirm business strategies. While every credit decision, risk assessment model or marketing forecast improves when it is based on better, faster and more current data, leveraging large data sets can be challenging and unproductive. That’s why Experian added a new functionality to its Analytical Sandbox, giving clients the flexibility they need to analyze big data efficiently. Experian’s Analytical Sandbox now utilizes H2O –an open source machine learning and deep learning platform that can model and predict with high accuracy billions of rows of high-dimensional data from multiple sources in various formats. Through machine learning and advanced predictive modeling, the platform enables Experian to better provide on-demand data insights that empowers analysts with high-quality intelligence to inform regional trends, provide consumer transactional insight or expose marketing opportunities. As a hosted service, Sandbox is offered as a plug-and-play, meaning no internal development is required. Clients can instantly access the data through a secure Web interface on their desktop, giving users access to powerful artificial and business intelligence tools from their own familiar applications. No special training is required. “AI monetizes data,” said SriSatish Ambati, CEO of H2O.ai. “Our partnership with Experian democratizes and delivers AI to the wider community of financial and risk analysts. Experian's analytics sandbox can now model and predict with high accuracy billions of rows of high-dimensional data in mere seconds.” Through H2O and the Experian Sandbox, machine learning and predictive analytics are giving risk managers from financial institutions of all sizes the ability to incorporate machine learning models into their own big data processing systems.

In just a few short hours, Vision attendees immersed themselves into the depths of the economy, risk models, specialty finance data, credit invisibles, student loan data, online marketplace lending and more. The morning kicked off with one of the most respected and trusted macroeconomists in the U.S., Diane Swonk. With a rap sheet filled with advising central banks and multinational companies, Swonk treated a packed house to a look back on what has transpired in the U.S. economy since the Great Recession, as well as launching into current state and speculating on the months ahead. She described the past decade not as “lost, but rather lagging.” She went onto to say this past year was transitional, and while markets slowed slightly during the months leading up the U.S. presidential election, good things are happening: We’ve finally broken out of the 2% wage rut Recruiting on college campuses has picked up The labor force is growing Debt-to-income levels have returned to where they were prerecession and Investment is coming back. “I believe we’ll see growth over 2% this year,” said Swonk. Still, change is underway. She commented on how the way U.S. consumer spending is changing, and of course we’re seeing a restructuring in the retail space. While JC Penney announces store closings, you simultaneously see Amazon moving from “click to brick,” dabbling in the opening of some actual storefronts. Globally, she said the economy is the strongest it has been in eight years. She closed by noting there is a great deal of political change and unrest in the world today, but says, “Never underestimate our abilities when we tap our human capital.” -- More than 100 attendees filled a room to hear about the current trends and the future of online lending with featured guests from Oliver Wyman, Marlette Funding and Lending USA. While speakers commented on the “hiccup” in the space last year with some layoffs and mergers, volume has continued to double every year for the past several years with roughly $40 billion in cumulative originations today. Panelists discussed the use of alternative data to decision, channel bias, the importance of partnerships and how the market will see fewer and fewer players offering just one product specialty. “It is expensive to acquire customers, so you don’t just want to have one product to sell, but rather a range,” said Sharat Shankar of Lending USA. -- The numbers in the student lending universe are astounding. In a session focused on the U.S. student loan market, new Experian data reveals there is $1.49 billion in total student loan outstandings. In fact, total outstandings have grown 21% over the past four years, while the number of trades have only grown 4%. Costs are skyrocketing. The average balance per trade has grown 17% over the past four years. “We don’t ration education in this country,” said Joe DePaulo of College Ave. Student Loans. “We give everyone access to liquidity when it comes to federal student loans – and it’s not like that in other countries.” While DePaulo notes the access is great, offering many students the opportunity to obtain higher education, he says the problem is with disclosures. Guardians are often the individuals filling out the FAFSA, but the students inherit the loans. Students, he says, rarely understand how much their monthly payment will ultimately be after graduation. For every $10,000 in student loans, he says that will generally equate to a $100 monthly payment. -- Tomorrow, Vision attendees will be treated to more breakout sessions and a concluding keynote with legendary quarterback Tom Brady.

So many insights and learnings to report after the first full day of 2017 Vision sessions. From the musings shared by tech engineer and pioneer Steve Wozniak, to a panel of technology thought leaders, to countless breakout sessions on a wide array of business topics … here’s a look at our top 10 from the day. A mortgage process for the digital age. At last. In his opening remarks, Experian President of Credit Services Alex Lintner asked the audience to imagine a world when applying for a mortgage simply required a few clicks or swipes. Instead of being sent home to collect a hundred pieces of paper to verify employment, income and assets, a consumer could click on a link and provide a few credentials to verify everything digitally. Finally, lenders can make this a reality, and soon it will be the only way consumers expect to go through the mortgage process. The global and U.S. economies are stable. In fact, they are strong. As Experian Vice President of Analytics Michele Raneri notes, “the fundamentals and technicals look really solid across the countries.” While many were worried a year ago that Brexit would turn the economy upside down, it appears everything is good. Consumer confidence is high. The Dow Jones Index is high. The U.S. unemployment rate is at 4.7%. Home prices are up year-over-year. While there has been a great deal of change in the world – politically and beyond – the economy is holding strong. The rise of the micropreneur. This term is not officially in the dictionary … but it will be. What is it? A micropreneur is a business with 0 to 4 employees bringing in no more than $200k in annual revenue. But the real story is that numbers show microbusiness are improving on many fronts when it comes to contribution to the economy and overall performance compared to other small businesses. Keep an eye on these budding business people. Fraud is running fierce. Synthetic identity losses are estimated in the hundreds of millions annually, with 50% year-over year growth. Criminals are now trying to use credit cleaners to get tradelines removed from used Synthetic IDs. Oh, and it is essential for businesses to ready themselves for “Dark Web” threats. Experts advise to harden your defenses (and play offense) to keep pace with the criminal underground. As soon as you think you’ve protected everything, the criminals will find a gap. The cloud is cool and so are APIs. A panel of thought leaders took to the main stage to discuss the latest trends in tech. Experian Global CIO Barry Libenson said, “The cloud has changed the way we deliver services to our customers and clients, making it seamless and elastic.” Combine that with API, and the goal is to ultimately make all Experian data available to its customers. Experian President of Decision Analytics Steve Platt added, “We are enabling you to tap into what you need, when you need it.” No need to “rip and replace” all your tech. Expect more regulation – and less. A panel of regulatory experts addressed the fast-changing regulatory environment. With the new Trump administration settling in, and calls for change to Dodd-Frank and the Consumer Financial Protection Bureau (CFPB), it’s too soon to tell what will unfold in 2017. CFPB Director Richard Cordray may be making a run for governor of Ohio, so he could be transitioning out sooner than the scheduled close of his July 2018 term. The auto market continues to cruise. Experian’s auto expert, Malinda Zabritski, revealed the latest and greatest stats pertaining to the auto market. A few numbers to blow your mind … U.S. passenger cars and light trucks surpassed 17 million units for the second consecutive year Most new vehicle buyers in the U.S. are 45 years of age or older Crossover and sport utility vehicles remain popular, accounting for 40% of the market in 2016 – this is also driving up finance payments since these vehicles are more expensive. There are signs the auto market is beginning to soften, but interest rates are still low, and leasing is hot. Defining alternative data. As more in the industry discuss the need for alternative data to decision, it often gets labeled as something radical. But in reality, alternative data should be simple. Experian Sr. Director of Government Affairs Liz Oesterle defined it as “getting more financial data in the system that is predicted, validated and can be disputed.” #DeathtoPasswords – could it be a reality? It’s no secret we live in a digital world where we are increasingly relying on apps and websites to manage our lives, but let’s throw out some numbers to quantify the shift. In 2013, the average U.S. consumer had 26 online accounts. By 2015, that number increased to 118 online accounts. By 2020, the average person will have 207 online accounts. When you think about this number, and the passwords associated with these accounts, it is clear a change needs to be made to managing our lives online. Experian Vice President David Britton addressed his session, introducing the concept of creating an “ultimate consumer identity profile,” where multi-source data will be brought together to identify someone. It’s coming, and all of us managing dozens of passwords can’t wait. “The Woz.” I guess you needed to be there, but let’s just say he was honest, opinionated and notes that while he loves tech, he loves it even more when it enables us to live in the “human world.” Too much wonderful content to share, but more to come tomorrow …

In a May 4 speech before the ACA International Conference in Washington, FCC Commissioner Michael O’Rielly criticized the FCC’s past decisions on Telephone Consumer Protection Act (TCPA) and outlined his vision on the direction that the new Commission should head to provide more certainty to businesses. Commissioner O’Rielly noted that prior decisions by the FCC and courts have “expanded the boundaries of TCPA far beyond what I believe Congress intended.” He said that the new leadership at the Commission and a new Bureau head overseeing TCPA, provides the FCC with the opportunity to “undo the misguided and harmful TCPA decisions of the past that exposed legitimate companies to massive legal liability without actually protecting consumers.” O’Rielly laid out three principles that he thought would help to frame discussions and guide the development of replacement rules. First, he said that legitimate businesses need to be able to contact consumers to communicate information that they want, need or expect to receive. This includes relief for informational calls, as well as valid telemarketing calls or texts. Second, Commissioner O’Rielly said that FCC should change the definition of an autodialer so that valid callers can operate in an efficient manner. He went on to say that if FCC develops new rules to clarify revocation of consent, it should do so in a clear and convenient way for consumers, but also does not upend standard best practices of legitimate companies. Third, O’Rielly said that the FCC should focus on actual harms and bad actors, not legitimate companies. While Commissioner O’Rielly’ s comments signal his approach to TCPA reform, it is important to note that FCC action on the issue us unlikely to happen overnight. A rule must be considered by the Commission, which will have to allow for public notice and comment. Experian will continue to monitor regulatory and legislative developments on TCPA.

May is Military Appreciation Month, and also a fitting time to check in on the latest news attached to the Military Lending Act, with card compliance coming in October 2017.

Experian and Creative Strategies share survey results about Apple’s AirPods, Google Home, Amazon Echo and Echo Dot for consumer behavior with voice devices.

Shifts in consumer payment behaviors are not always reflected in a credit score, so can trended data be the answer to providing a lender with insights on when to make line adjustments and prospect?

It should come as no surprise that reaching consumers on past-due accounts by traditional dialing methods is increasingly ineffective.  The new alternative, of course, is to leverage digital channels to reach and collect on debts. The Past: Dialing for dollars. Let’s take a walk down memory lane, shall we? The collection approach used for many years was to initially send the consumer a collection letter recapping the obligation and requesting payment, usually when an account was 30 days late. If the consumer failed to respond, a series of dialing attempts were then made, trying to reach the consumer and resolve the debt. Unfortunately, this approach has become less effective through the years due to several reasons: The use of traditional landlines continues to drop as consumers shift to cell and Voice Over Internet Protocol (VOIP) services. The cost of reaching consumers by cell is more costly since predictive dialers can’t be used without prior consent, and the obtaining and maintaining consent presents its own set of tricky challenges. Consumers simply aren’t answering their phones. If they think a bill collector is calling, they don’t pick up. It’s that simple. In fact, here is a breakdown by age group that Gallup published in 2015, highlighting the weakness of traditional phone-dialing. The Present:  Hello payment portal. With the ability to get the consumer on the phone to negotiate a payment on the wane, the logical next step is to go digital and use the Internet or text messaging to reach the consumer. With 71 percent of consumers now using smartphones and virtually everyone having an Internet connection, this can be a cost-effective approach. Some companies have already implemented an electronic payment portal whereby a consumer can make a payment using his or her PC or smartphone.  Usually this is prompted by a collection letter, or if permitted by consumer consent, a text message to their smartphone. The Future: Virtual negotiation. But what if the consumer wants to negotiate different terms or payment plans? What if they want to try and settle for less than the full amount?  In the past – and for most companies operating today – this translates into a series of emails or letters being exchanged, or the consumer must actually speak to a debt collector on the phone. And let’s be honest, the consumer generally does not want to speak to a collector on the phone. Fortunately, there is a new technology involving a virtual negotiator approach coming into the market now.  It works like this: The credit grantor or agency contacts the consumer by letter, email, or text reminding them of their debt and offering them a link to visit a website to negotiate their debt without a human being involved. The consumer logs onto the site, negotiates with the site and hopefully comes to terms with what is an acceptable payment plan and amount. In advance, the site would have been fed the terms by which the virtual negotiator would have been allowed to use. Finally, the consumer provides his payment information, receives back a recap of what he has agreed to and the process is complete. This is the future of collections, especially when you consider the younger generations rarely wanting to talk on the phone. They want to handle the majority of their matters digitally, on their own terms and at their own preferred times. The collections process can obviously be uncomfortable, but the thought is the virtual negotiator approach will make it less burdensome and more consumer-friendly. Learn more about virtual negotiation.

Our recent Webinar looked at the current state of e-commerce fraud, and what to prepare for in the coming year

New research from the Pew Data Center, regarding how much Americans know about cybersecurity

Newest technology doesn’t mean best when it comes to stopping fraud 

Florida, Delaware, Oregon and New York were the riskiest states for e-commerce fraud

Trended data certainly seems to be the buzzword these days, but do lenders really understand what it is and how to use it?

Direct mail is not dead, but it's 2017. Financial services companies need to acknowledge there might be other ways to deliver credit offers and capture consumer eyeballs. There are multiple screens competing for our attention, including one of the originals - TV. Advertising and TV have been married forever, but addressable TV allows marketers to target on a much more sophisticated level. Welcome to credit marketing in the digital age. To help financial services companies understand the addressable TV channel, Experian marketing expert Brienna Pinnow answered the following questions in a short interview. What is addressable TV? Addressable TV is an amazing 1-to-1 direct marketing capability. To put it simply, addressable TV is the ability for an advertiser to deliver a TV ad to a specific household. From a consumer perspective, that means even if you and your next door neighbor are watching the latest episode of The Voice, you may see an ad for a mini-van while your neighbor sees an ad for upcoming one-day sale from their favorite retailer. With addressable TV, brands can define their target audience based on 1st, 2nd or 3rd party data (like Experian’s). With the help of satellite and cable companies, they can deliver a personalized, measurable experience. This is an exciting departure from the way that TV advertising has been planned and targeted for nearly 70 years. Instead of focusing on the program, marketers can now focus on the person. Addressable TV makes reaching a precise audience – the same way you would with a direct mail piece or an email – a marketing reality.  How long have marketers been leveraging addressable TV? Experian has been an pivotal player in the development of the addressable TV space. Since the first addressable TV trials back in 2004, nearly 13 years ago, Experian has provided the audience targeting data and privacy-compliant matching capabilities that make addressable TV possible. The past 3 years, however, have demonstrated unprecedented, hockey-stick growth in addressable TV. In 2016 alone, the volume of addressable campaigns doubled from the previous year accounting for nearly $300 million spend.  That trajectory remains the same in 2017 and beyond. So why are we seeing this growth now? Here are a few reasons addressable TV is continuing to grow… Scale: Millions of households can now be targeted using addressable technology, and the footprint continues to grow with smart TVs and additional cable operators. Data: As organizations put data at the heart of their business, addressable TV enables them to infuse their most important customer information into the targeting. Education: Agencies, data providers, and TV providers have invested time educating brands on the process and power of addressable TV. And now, advertisers are becoming more experienced at making this a consistent part of their marketing plan. Accountability: You’ll be hard pressed to find a marketer that doesn’t have to demonstrate ROI on their marketing campaigns. The measurement capabilities that addressable TV provides adds a layer of accountability and insight that was not previously possible. Technology: Experian has developed an audience management platform, the Audience Engine, which makes addressable TV possible in a matter of clicks. In the past year alone, our platform has distributed over 1,800 audiences for addressable advertising campaigns. What types of companies have been utilizing addressable TV? Have you seen many financial services companies test this channel? The early adopters of addressable TV were primarily automotive advertisers. Compared to other verticals, auto advertisers still spend the largest proportion of their budgets across TV. For that reason, they know it’s a necessity to see if their dollars are actually driving sales for their big-ticket items. Addressable TV solves that problem for auto advertisers. In a DIRECTV campaign leveraging Experian’s automotive data for audience targeting and post-campaign sales reporting, one major auto OEM saw a 26.2%  lift in sales for the advertised model compared to the control group. In the past few years, Experian has worked closely with advertisers across verticals – from retail to travel to finance – to launch addressable campaigns. Financial services clients particularly find Experian’s financial related segments, such as income or net worth, to be accurate and powerful in creating qualified target audiences that improve campaign performance. I’ve read that millennials are abandoning cable and TV providers in favor of services like Hulu and Netflix. Does this mean the market for addressable TV will shrink in the coming years? There is a segment of consumers who are abandoning traditional cable services. However, this doesn’t mean they are abandoning content. In fact, content consumption is at an all-time high with offerings from Roku, Hulu, Netflix, Sling TV, CBS, and beyond. All this shift in behavior means is that the definition of TV is becoming more fluid. “TV” doesn’t have to be a big screen sitting in your living room; it can be a laptop on a red-eye flight. And from a marketing perspective, the concept of addressable, 1-to-1 targeting is already moving into some of these products and services. The footprint of addressable TV will only continue to rise as consumers stay connected to the content they love. How can companies measure the success of utilizing addressable TV as a channel? Not only does addressable TV provide laser-targeted ad delivery, but it also opens up measurement capabilities that were never possible for TV advertisers in the past. Traditionally, TV audience measurement has focused simply on eyeballs and not revenue impact, with little insight into how TV advertising converts into sales. The primary source for audience measurement in the TV world has been program ratings and expensive brand studies. With addressable TV, that story is changing. With companies that collect second-by-second viewership data linked to households, marketers now have the ability to tie this data back to their online and offline sales. Experian is pivotal in making closed-loop TV reporting possible. As a data and matching safe-haven, we link together the viewing information from the target audience with the sales data provided by the advertiser. The end result is a privacy compliant report that clearly demonstrates the impact of the campaign on the target audience. Did the targeted audience visit a bank location? Email customer service? Sign up for a new account? Spend a certain amount? These are all questions our TV attribution reporting answers for clients. If a company wants to begin marketing in addressable TV, what is required in terms of set-up? Addressable TV may sound new, exciting or even complex. But it doesn’t have to be. Getting started is as simple as defining the target audience. Decide whether you would like to leverage your own CRM data, a custom model, third-party data or a combination of these data sources. If you’re still not sure where to start, ask yourself a very simple question, “Who am I sending a direct mail piece or email to in the next month?” There’s your audience. Better yet, you will be amplifying your message, reaching the customer with a consistent message and meeting them wherever they are. After you’ve determined who you want to target, a matching partner like Experian can work with you to show you the reach of your audience across TV providers. You’ll finalize your budget, creative and media plan while Experian distributes your audience to the selected media destinations. Before you know it, your campaign will be live, and reaching your target audience whether they’re watching Shark Tank or Sharknado. When the campaign wraps, you’ll be on your way to measuring results like never before. Are there any additional trends you see emerging in the addressable TV space? The future of addressable TV is related to both the targeting and measurement capabilities. More advertisers are working with Experian, for example, to launch coordinated campaigns. That doesn’t just mean launching a digital campaign and TV campaign at the same time. It really means targeting the same exact people for the digital and TV campaign. We like to consider this a "surround sound" approach where the customer or prospect experiences a consistent message across channels. As for measurement, Experian is working closely with advertisers to explore the power of mobile data. Recently, Experian partnered with Ninth Decimal and DIRECTV to incorporate mobile location data into the post-campaign measurement process for Toyota.  The results proved a 19% lift in dealership visits for those exposed to the campaign. This is an exciting development because this approach can translate well for any other advertiser who wants to measure metrics like location visitation. If you’d like to learn more, check out our Addressable TV whitepaper.

As lenders seek to enhance their credit marketing strategies this year, they are increasingly questioning how to split their budgets between digital, direct mail and beyond. What is the ideal media mix to reach consumers in 2017? And is the solution different in the financial services space? Scott Gordon, Experian's senior director of digital credit marketing, recently tackled some of the tough questions financial services marketers are posing. Here are his responses: Q: We live in a world where consumers are receiving hundreds of messages and offers on a daily basis. How can financial services companies stand out and capture the attention of the customers they wish to engage with relevant offers? A: When it comes to the optimal marketing media mix, there is no “silver bullet.”  It varies from product to product. The current post-campaign analysis is showing us that consumers react positively to coordinated multi-channel messaging. We’ve seen studies showing that marketers can see up to a 30% lift in sales by combining email with social media, for example.  This makes sense, when you look at how consumers engage through devices. We are no longer a single channel culture; we check Facebook while watching TV, listen to podcasts while checking our email, etc. Consequently, marketers have had to adapt their campaign strategies accordingly – and this starts with the organizational structure. Far too often we see silo’ed groups responsible for disparate media verticals. For example, a company may have a direct mail group and a digital marketing team, and then (in extreme cases) outsource television to one agency group and social media to another. Aligning these groups and breaking down the barriers between the groups is a critical first step toward building a true multi-channel campaign strategy. This includes addressing budget concerns that are inherent with a culture where the size of a budget is tied to job security and corporate status. Aligning campaigns and finding the perfect cross channel market mix is much easier once you’ve broken down internal barriers and encouraged marketing collaboration. Q: What are some of the new best practices financial companies must embrace in 2017 in order to improve their marketing efforts? A: Thanks to tremendous efforts from industry leaders,  we can now utilize regulated data with the same proficiency that they’ve been executing campaigns using non-regulated data. This presents unique challenges, as the industry races to get up-to-speed on new capabilities,  take best-in-breed practices and apply them to the world of regulated campaigns. We’re seeing tremendous demand to combine programmatic advertising with people-based advertising, with cross-channel campaigns spanning mobile, video, social, and addressable TV. Measurement and analytics must play a large part in these strategies. While the industry hasn’t achieved true cross-channel measurement to identify a consumer’s path to purchase across multiple devices,  it’s getting closer, thanks to technology advances. Q: Is direct mail dead? How should financial marketers be using direct mail in 2017? How can it best be combined with digital? A: Direct mail is certainly not dead. It has its place among a media mix that continues to grow as new advertising technologies come to market and are adopted by consumers. Will direct mail’s influence diminish in the future? Possibly. At Experian, we are focused on making sure that our advertisers can reach consumers where they spend time, when they are most receptive to receiving messages, and most importantly in a cost-effective manner. So no matter where consumers shift their focus in the future, we’ll be able to support comprehensive targeted advertising campaigns. How can digital be best combined with direct mail?  We’ve seen encouraging results in retargeting direct mail with digital credit marketing like email and display. With that said, we haven’t seen a silver bullet solution, and we’re still advising our clients to put a heavy focus toward “test and learn” in concert with comprehensive campaign measurement and analytics protocols. Q: What are the advantages to serving up a firm offer of credit to a consumer in a digital format? Are consumers ready to embrace this type of delivery in the financial services space? A: The advantages of serving up a firm offer of credit to a consumer in a digital format are similar to those benefits for “traditional” digital marketing. Lower cost, more measurement capabilities, and greater flexibility to optimize campaigns are just some of the benefits. Early indications show that consumers are very receptive to digital credit marketing offers. It provides them with offers in the channels in which they spend time, in a  consumer friendly manner which offers them numerous paths in which they can have a voice in the messages that they receive. Q: Some say digital credit marketing should largely be directed to Millennials? Do you think other generations are ready to embrace this type of digital messaging? A: We don’t view digital credit marketing as an exclusive offering just for Millennials. It is a holistic consumer offering – applicable to all generations as our parents and grandparents make the move to new channels such as addressable TV and social media. Need more info on Digital Credit Marketing? Learn More