I’ve Never Been So Insulted! Strategies to Reduce False Declines

by Guest Contributor 3 min read May 18, 2016

false declines

False declines are often unwarranted and occur due to lack of customer information

Have you ever been shopping online, excited to get your hands on the latest tech gadget, only to be hit with the all-too-common disappointment of a credit card decline?

Whom did you blame? The merchant? The issuer? The card associations? The answer is probably all of the above. False declines like the situation described above provoke an onslaught of consumer emotions ranging from shock and dismay to frustration and anger.

Of course, consumers aren’t the only ones negatively impacted by false declines. Many times card issuers lose their coveted “top of wallet” position and/or retailers lose revenue when customers abandon the purchase altogether. False declines are unpleasant for everyone, yet consumers struggle with this problem every day — and fraud controls are only getting tighter.

How does the industry mutually resolve this growing issue? The first step is to understand why it occurs. Most false declines happen when the merchant or issuer mistakenly declines a legitimate transaction due to perceived high risk. This misperception is usually the result of the merchant or issuer not having enough information to verify the authenticity of the cardholder confidently. For example, the consumer may be a first-time customer or the purchase may be a departure from the card holder’s normal pattern of transaction activity. Research shows that lack of a holistic view and no cross-industry transaction visibility result in approximately $40 billion of e-commerce declines annually.

Think about this for a minute — $40 billion in preventable lost revenue due to lack of information. Merchants’ customer information is often limited to their first-hand information and experience with consumers. To solve this growing problem, Experian® developed TrustInsight™, a real-time engine to establish trusted online relationships over time among consumers, merchants and issuers. It works by anonymously leveraging transactional information that merchants and financial institutions already have about consumers to create a crowd-sourced TrustScore™. This score allows first-time online customers to get a VIP experience rather than a brand-damaging decline.

Another common challenge for merchants is measuring the scope of the false declines problem. Proactively contacting consumers, directly capturing feedback and quickly verifying transaction details to recoup potential lost sales are best practices, but merchants are often in the dark as to how many good customers are being turned away. The solution — often involving substantial operational expense — is to hold higher-risk orders for manual review rather than outright declining them. With average industry review rates nearing 30 percent of all online orders (according to the latest CyberSource Annual Fraud Benchmark Report: A Balancing Act), this growing level of review is not sustainable. This is where industry collaboration via TrustInsight™ offers such compelling value. TrustInsight can reduce the review population significantly by leveraging consumers’ transactions across the network to establish trust between individuals and their devices to automate more approvals.

Thankfully, the industry is taking note. There is a groundswell of focus on the issue of false declines and their impact on good customers. Traditional, operations-heavy approaches are no longer sufficient. A trust-based industry-consortium approach is essential to enhance visibility, recognize consumers and their devices holistically, and ensure that consumers are impacted only when a real threat is present.

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Consumer visibility is changing Roughly 45 million Americans, or 1 in 5 consumers, are considered credit invisible or unscoreable.[1] They’re working, paying bills and participating in the economy, yet many are not fully visible during the lending process. That creates both a visibility challenge and a growth opportunity for lenders. In this Ask the Expert session, Corliss Hill, Senior Director, Inclusion and Belonging at Experian, joins Dr. Vaneesha Dutra, Endowed Professor of Finance at Morehouse College, to discuss how evolving consumer behaviors are reshaping conversations around financial inclusion and lending decisions. For lenders, visibility matters because confident decisions depend on reliable context and insight. Broader consumer signals can help institutions better understand repayment behaviors, financial stability and consumer capacity. “The benefit of banks using alternative data is that they capture a very significant and new consumer base. That's 20% of the population, 45 million Americans.”Dr. Vaneesha Dutra, Endowed Professor of Finance A more complete understanding of today’s consumers Today’s consumers often manage obligations across a wide range of payment types and financial channels, creating additional signals through cash flow activity, recurring payments and consumer-permissioned financial data. Rent, utilities, subscriptions and mobile phone payments can all provide meaningful insight into how consumers manage their financial lives. What’s changing isn’t the need for risk assessment. It’s the amount of consumer behavior lenders can now evaluate. For example, a consumer experiencing temporary financial disruption may fall behind on certain obligations while continuing to consistently pay rent, utilities and phone bills. 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Responsible lending starts with better context For lenders, the path forward is practical and actionable. As lenders evaluate broader consumer behaviors, three priorities become increasingly important: Modernize data strategies Incorporate broader consumer signals alongside existing credit data to create a more holistic view of repayment behavior and financial stability. Engage consumers earlier Earlier intervention may help lenders better support consumers before financial challenges become more severe. Create pathways to financial access Smaller lending opportunities can help consumers establish stronger financial profiles and demonstrate positive repayment behaviors over time. The institutions that lead will be the ones that can combine strong risk practices with a broader understanding of consumer behavior. Whitepaper: Bridging the credit divide: income, risk and inclusion in consumer finance Building on the themes discussed in this Ask the Expert session, Dr. Dutra explores how demographic shifts, evolving borrower behaviors and broader consumer visibility are reshaping lending strategies and what they mean for lenders seeking to balance growth, risk management and financial inclusion. Download whitepaper Explore alternative data with Experian Experian can help lenders combine broader consumer insights with trusted credit data to strengthen decisioning, improve risk assessment and support more-informed lending strategies. With solutions spanning identity, cash flow and advanced analytics, lenders can gain a more complete view of consumer behavior and expand access to credit with greater confidence. Learn more Watch episode 1 About our experts Corliss Hill Senior Director, Belonging Business Partner, Experian Corliss Hill is a collaborative leader well-versed in working with executive stakeholders, crossfunctional teams, external partners and community organizations to design and deliver initiatives and programs that create sustainable impact. With over 25 years of extensive experience in multicultural marketing, communications, PR and inclusion and belonging initiatives, she is dedicated to advancing equitable access to financial. Her mission is to drive impactful marketing initiatives that foster meaningful change and address systemic barriers to inclusion and the communities they serve.Hill has been a part of the Experian family since 2021, and resides in Atlanta with her daughter who is a rising 11-year-old entrepreneur. Vaneesha Dutra, Ph.D. Endowed Professor of Finance and Associate Dean, Morehouse College Vaneesha Dutra, Ph.D., serves as Associate Dean in the Division of Business and Economics. With more than 20 years of experience spanning higher education, banking and real estate, Dr. Dutra’s work focuses on the racial and gender wealth gap, financial literacy and financial decision-making. She is an active researcher and consultant whose work has earned numerous grants and fellowships, including serving as the inaugural Tracy A. Pruitt Visiting Research Faculty Fellow at the Wharton School of Business. Dr. Dutra has also been named a Research Faculty Fellow for both the Center for Black Entrepreneurship and the PNC Bank Center for Entrepreneurship. [1] Consumer Financial Protection Bureau, Expanding access to credit.

Published: July 13, 2026 by Julie.JLee@experian.com