BNPL Data Blackout—Millions Left in Credit Limbo

Calculator and glasses on credit report document

As major Buy Now, Pay Later (BNPL) lenders withhold customer data from U.S. credit bureaus, millions of Americans’ financial credibility—and fair lending decisions—are left in the dark, all while regulators and scoring companies scramble to catch up.

Story Snapshot

Leading BNPL firms, including Klarna and Afterpay, refuse to report payment data to U.S. credit bureaus, citing concerns about harming responsible consumers’ credit scores.
FICO has launched new credit scoring models that can include BNPL data, but industry adoption remains stalled due to lack of cooperation from major BNPL players.
Regulators and banks warn that the absence of BNPL data could obscure true debt levels and increase credit risk for lenders and the broader financial system.
This impasse raises significant questions about consumer protection, fair lending, and the role of regulatory oversight in the rapidly evolving fintech landscape.

BNPL Firms Withhold Data Amid Credit Score Concerns

In August 2025, Klarna and Afterpay publicly confirmed they are holding back customer payment data from U.S. credit bureaus. Their stated reason is the absence of concrete evidence that responsible use of BNPL services will actually help, rather than harm, consumers’ credit scores. Unlike traditional credit products, BNPL installments typically do not accrue interest and are short-term in nature. BNPL firms argue that reporting this data prematurely could unfairly penalize responsible customers, especially if existing credit scoring models fail to account for the product’s unique structure.

This decision comes as credit scoring giant FICO launches new models—FICO Score 10 BNPL and FICO Score 10 T BNPL—designed to incorporate BNPL data into consumer credit reports. Despite these technical advancements, the refusal of major BNPL firms to participate means that, for now, millions of Americans using these services remain invisible to lenders. This standoff has left consumers, particularly those with thin credit files or limited access to traditional credit, without the credit-building benefits that responsible BNPL usage might otherwise provide.

Regulatory and Industry Tensions Complicate Reporting

The U.S. credit reporting system, built around traditional revolving and installment credit products, has struggled to adapt to BNPL’s rapid rise. Banks and regulators have repeatedly expressed concern that the lack of BNPL reporting can obscure consumers’ true debt obligations, potentially resulting in riskier lending decisions. While consumer advocates warn that improper reporting could harm those who use BNPL responsibly, financial institutions argue that full transparency is essential to maintain a fair and accurate lending environment. In the United Kingdom, Klarna already shares BNPL data with credit bureaus, but U.S. implementation remains stalled due to regulatory uncertainty and methodological challenges.

Regulatory bodies such as the Consumer Financial Protection Bureau (CFPB) have vacillated on how to treat BNPL products, adding further uncertainty. The CFPB’s 2024 interpretive rule sought to classify BNPL as a form of credit card, but was withdrawn in 2025 after industry pushback and concerns about consumer harm. This policy limbo has left both lenders and consumers without clear guidance, slowing industry-wide adoption of new reporting standards and keeping millions of Americans’ real debt levels off the books.

Impacts for Consumers, Lenders, and the Broader Economy

In the short term, withholding BNPL data from credit bureaus means that responsible users see no credit score benefits, while those who overextend themselves avoid negative marks—at least for now. This lack of transparency poses risks for lenders, who may unknowingly extend credit to overleveraged borrowers. Over 90 million Americans are projected to use BNPL services in 2025, amplifying the potential for hidden debt and mispriced risk throughout the financial system. For consumers, especially younger or underbanked individuals, the lack of credit recognition can be a significant barrier to upward mobility and fair access to loans.

Looking ahead, the outcome of this standoff may set a precedent for how emerging fintech products are integrated into traditional credit systems. If BNPL data is eventually incorporated, the impact could reshape credit scoring for millions and potentially address concerns about fairness and transparency. Alternatively, continued industry resistance or regulatory gridlock could leave consumers and lenders alike grappling with an incomplete and potentially misleading picture of financial health. As both sides push for evidence-based policy and consumer protection, the debate over BNPL data reporting underscores the ongoing tension between innovation and regulation in American finance.