Posted: January 21, 2026 | Updated: January 22, 2026 at 3:36 PM
The buy now, pay later (BNPL) boom is entering a new phase of maturity – and with that, growth comes a pressing need for better credit risk and fraud prevention infrastructure. BNPL has quickly grown into one of the fastest-scaling consumer credit products globally, now accounting for nearly 6% of U.S. e-commerce spending and expected to surpass $700 billion in global transaction value by 2028. Yet this rapid rise has exposed gaps in the financial system.
Many BNPL loans go unreported to traditional credit bureaus, leaving lenders blind to a consumer’s overall BNPL debt burden. BNPL obligations often become “phantom debt” hidden from view, leading consumers to overextend themselves beyond what other lenders or credit reports reveal. Socure’s recent acquisition of Qlarifi aims to create the industry’s first unified platform for BNPL credit scoring, identity verification, and fraud prevention.
BNPL services – which let shoppers split purchases into interest-free installments – have exploded in popularity in recent years. Consumers have flocked to BNPL for its convenience and zero-interest appeal, driving more than 20% annual growth in BNPL usage in markets like the U.S. By some estimates, BNPL already makes up nearly one in every sixteen online retail transactions in the U.S., and global BNPL spending is on pace to top $700 billion by 2028.
However, BNPL’s breakneck growth has come with significant growing pains. Unlike traditional credit products, BNPL plans are typically not fully captured in consumers’ credit reports or FICO scores. In fact, many BNPL providers have no obligation to report these short-term installment loans to credit bureaus, and until recently, most chose not to. This lack of reporting means a shopper could rack up multiple BNPL debts with different services, yet each lender sees only its own slice of the picture.
Other creditors – and even the consumers themselves – may not realize the true extent of their obligations until bills come due. Because most BNPL loans aren’t reported to bureaus, they can become “phantom debt” that flies under the radar. The result is a heightened risk of overextension: some buyers end up borrowing more than they can realistically repay by taking on many small installment plans across various apps.
Another consequence of BNPL’s light oversight is first-party fraud. With minimal credit checks and quick online approvals, BNPL has been vulnerable to abuse by malicious actors or indebted consumers. First-party fraud refers to instances in which the buyer commits fraud – for example, obtaining goods via BNPL with no intention of paying, or using multiple identities to circumvent limits. BNPL providers have reported that loan stacking (opening numerous BNPL loans concurrently across different platforms) and deliberate defaults have led to mounting losses in some cases.
Merchants, too, can face higher fraud-related chargebacks under BNPL if these risks aren’t managed. All of this has raised alarms because BNPL’s traditional selling point was that default rates were low, but cracks begin to show when the economy or consumer finances tighten.
Crucially, legacy credit infrastructure has not kept up with the BNPL phenomenon. Conventional credit scoring and reporting systems were never designed for the high-frequency, small-dollar, instantaneous lending decisions that BNPL entails. Credit bureaus have struggled to ingest and interpret the flurry of micro-loans and BNPL transactions, which often use different data formats and shorter durations than typical loans.
As a result, the underlying infrastructure to support responsible BNPL lending has lagged behind its popularity. Lenders lack real-time visibility into a borrower’s aggregate BNPL exposure across providers, and positive BNPL repayment history doesn’t easily translate into credit-building for consumers. Recognizing these shortcomings, regulators and consumer advocates have put pressure on the industry to improve oversight. Regulators in multiple countries have signaled that BNPL firms must implement stronger credit checks, clearer disclosures, and data-sharing practices to prevent consumer harm.
In the U.S., for example, regulators have clarified that many BNPL loans fall under existing credit card rules, meaning providers must offer dispute rights and other protections akin to those in traditional credit. In the U.K. and elsewhere, authorities are exploring new rules to ensure lenders assess affordability and report BNPL loans in some fashion.
Socure is a leading digital identity verification and fraud prevention company that has made its name helping financial institutions confirm who their customers are in real time. Founded in 2012 and based in New York, Socure provides an AI-driven platform that leverages machine learning and massive data (online and offline) to verify identities with high accuracy. It helps banks, fintechs, and online merchants automatically approve legitimate customers quickly while flagging identity thieves or suspicious applicants.
The company’s Socure ID+ product and its Identity Graph engine analyze thousands of data points to assess whether an identity is real and whether the person behind a transaction is who they claim to be. Socure has over 2,000 clients, including top banks, card issuers, and fintech firms, making it a major player in the fraud prevention and KYC (Know Your Customer) space.
In recent years, Socure has expanded its mission beyond verifying identities at account opening. It’s pushing into broader “risk decisioning” – essentially using data and AI to make automated judgments about fraud risk and creditworthiness. Socure’s platform, which includes a risk-decision engine called RiskOS, is part of this evolution.
Socure acquired the AI risk decisioning startup Effectiv in 2024, signaling its intent to expand into credit risk and compliance decision-making. The ultimate goal for Socure is to become a full-stack decisioning platform that spans identity verification, fraud prevention, anti-money-laundering checks, and credit underwriting.
Against this backdrop, the BNPL sector presented a natural next frontier for Socure. BNPL providers were facing identity-related fraud (such as synthetic identities or repeat offenders using multiple accounts), and they were facing credit risk issues (like loan stacking and overextended borrowers) – a combination of problems that straddles Socure’s expertise in fraud detection and the broader domain of credit risk analytics.
Socure’s founder and CEO, Johnny Ayers, has said that BNPL has outgrown legacy systems that were never built to support innovative lending products. He emphasizes that lenders need real-time visibility to lower fraud and credit risk, while regulators are calling for greater transparency. Socure saw an opportunity to bring BNPL into the modern risk management fold by uniting identity and credit data into a single solution.
To address BNPL’s unique challenges, a specialized approach was needed – and that’s where Qlarifi comes in. Qlarifi is a fintech startup (founded in 2023 and based in the UK) that built one of the first real-time BNPL consumer credit databases. Notably, Qlarifi was founded by veterans from BNPL giants Klarna and Zip, people deeply familiar with the inner workings and pain points of the buy-now-pay-later model. Having witnessed how borrowers could juggle multiple BNPL plans across different providers, the Qlarifi team set out to create a consolidated view of BNPL usage that any lender could tap into.
Qlarifi serves as a central repository of BNPL repayment behavior. It aggregates data on consumers’ BNPL transactions and outstanding installment plans across participating BNPL services. By tracking a shopper’s BNPL activity in real time (across many providers), Qlarifi can provide an underwriting risk score or report that reflects that person’s total BNPL exposure and payment history. Say a customer has four active BNPL loans across various apps, a lender checking Qlarifi’s database would see the combined debt and whether the customer has been paying on schedule. This information would traditionally not be visible to any single BNPL provider or to credit bureaus in a timely manner.
According to the company, Qlarifi was designed to give BNPL lenders the insight needed to safely expand services for trusted customers while pinpointing high-risk behavior such as loan stacking and fraud. It helps answer questions like: Is this applicant trying to take out more BNPL loans than they can handle? Has this person defaulted on other BNPL plans recently? Is someone opening multiple BNPL accounts under slightly different identities?
By flagging these scenarios, Qlarifi’s data enables lenders to make more informed underwriting decisions and avoid extending credit to overextended or risky borrowers. It also helps protect consumers from themselves – preventing well-meaning shoppers from accidentally overextending by hopping between BNPL services to get more credit.
Qlarifi’s approach essentially fills the void of a “BNPL credit bureau.” In fact, industry observers have called it the first serious attempt at a purpose-built credit bureau tailored to BNPL’s small-ticket, instant loans. By mid-2025, Qlarifi had launched its platform (after raising a £1.4 million pre-seed round) and was already piloting it with several BNPL providers in Europe. Those pilot programs demonstrated the efficacy of sharing BNPL repayment data among lenders: participating providers could spot when a user had multiple buy-now-pay-later plans and could adjust their lending decisions accordingly.
Early results indicated that such data sharing can indeed reduce default rates and fraud incidents. As Qlarifi co-founder and CEO Alex Naughton explained, the company was created to address a clear pain point: the absence of infrastructure that prevents consumers from overextending themselves across multiple BNPL providers.
In December 2025, Socure announced it had acquired Qlarifi for an undisclosed sum, with the goal of creating a unified system that combines identity verification, fraud detection, and BNPL credit scoring. It’s a combination that could redefine risk management for BNPL providers.
At a high level, it will tie Qlarifi’s real-time BNPL repayment data directly into Socure’s Identity Graph and RiskOS decisioning engine. This means when a consumer applies for a pay-later plan at checkout, the lender can (with one integrated service call) simultaneously:
This unified approach addresses the blind spots that existed when identity and credit data were siloed. Previously, a BNPL lender might verify an applicant’s identity but still have no clue how many other BNPL debts they had. Or conversely, a lender might use rudimentary credit checks but not catch if the identity itself was manipulated.
Now, by linking identity and BNPL-specific credit signals, the lender gets a holistic risk view of the applicant across the BNPL ecosystem.
According to Socure, this combined platform can have a dramatic impact on fraud and losses. By spotting issues such as loan stacking, overextension, and first-party fraud across providers in real time, the system is expected to significantly reduce bad debt. In fact, Socure claims that integrating Qlarifi’s data will allow BNPL lenders and merchants to reduce first-party fraud losses by up to 70%. It suggests that a large portion of current BNPL fraud losses stems from borrowers exploiting the lack of cross-platform visibility.
If true, a 70% reduction would not only save providers money, but also deter would-be fraudsters once they realize this networked visibility exists. Importantly, it’s not just about fraud: the unified system should also reduce credit losses (defaults) by preventing over-lending to consumers who already have multiple outstanding plans. For consumers, this could translate to fewer instances of getting approved for more installments than they can juggle, thereby avoiding financial distress.
Another benefit is speed and cost. BNPL is all about instant decisions at the point of sale – any risk management solution for this space must operate in milliseconds. Socure’s API-driven platform is built for real-time checks, and Qlarifi’s data is updated in real time as well. The vision is that, even with an extra layer of cross-provider credit checks, BNPL apps won’t sacrifice their quick, seamless user experience. Lenders can say “yes” to good customers faster and with more confidence because fewer manual reviews and less uncertainty are involved.
Meanwhile, truly risky applicants can be screened out before a loan is ever approved, rather than the lender discovering issues after the fact. Socure also noted that by automating these checks and using a consortium model (many lenders contributing data), the platform can reduce the operational costs of credit scoring and fraud detection for BNPL providers. Smaller or newer BNPL players, who might not have sophisticated in-house risk analytics, can essentially plug into Socure-Qlarifi’s “risk brain” to get instant fraud screening and credit insights for applicants.
From an industry perspective, the Socure-Qlarifi deal signals a shift towards collective risk management. It’s creating something akin to a BNPL credit bureau + fraud consortium in one. Each lender that joins the platform contributes data (with appropriate privacy safeguards) and, in return, gains a fuller picture of consumer risk across the network. This kind of shared intelligence is common in areas like credit cards (credit bureaus) and bank fraud (shared blacklists, fraud consortiums), but it’s new to BNPL.
Trusted BNPL users who always pay on time might benefit, as their positive history will be visible, potentially earning them access to larger purchase approvals or better terms over time. Meanwhile, the serial BNPL abusers will find it harder to game the system since all providers they apply to will see the same red flags.
Responsible BNPL is gaining attention as scrutiny of the sector increases. The idea is simple: a product built on easy, fast credit now needs controls similar to traditional lending to remain viable. The Socure–Qlarifi initiative supports this shift by adding shared visibility across BNPL providers, helping prevent consumers from taking on excessive debt while meeting regulator and consumer advocate expectations.
For consumers, this means stronger protection and clearer limits. Lenders can see existing BNPL obligations and missed payments before approving new plans, reducing the risk of debt piling up across multiple providers. It also creates a path for people with little or no credit history to build a positive record through responsible BNPL use.
Regulators also benefit from improved transparency. A unified view of BNPL exposure allows clearer reporting on borrower behavior, defaults, and overall risk, addressing long-standing concerns about hidden aggregate debt. This proactive approach may help BNPL avoid the reputational issues faced by other high-risk credit products.
BNPL providers gain commercially as well. Better risk controls reduce fraud and losses, which is critical in a low-margin model. Shared infrastructure also simplifies compliance and lowers the cost of meeting tighter credit standards, making responsible BNPL easier to offer at scale. Together, these changes point to a more mature phase for the industry, where BNPL operates as a regulated, integrated part of consumer credit rather than a standalone alternative.
The acquisition of Qlarifi by Socure signals a shift in the BNPL industryis evolution. After a long period of rapid expansion, BNPL providers are now facing the obligations that come with operating at scale as lenders. By pairing Qlarifi’s BNPL-focused credit data with Socure’s identity verification and fraud prevention technology, the combined platform points toward a higher bar for risk management and accountability. Lenders gain clearer insight into a borrower’s overall obligations and repayment behavior, supporting more disciplined credit decisions. At the same time, consumers benefit from added safeguards against taking on debt they cannot afford and from clearer pathways to building credit through responsible BNPL use.
The deal also helps close a trust gap that has drawn attention from regulators. It demonstrates that fintech innovation can extend beyond user experience to include the underlying systems that support transparency and risk controls. This moment may come to be seen as when BNPL matured, moving away from fragmented data and unchecked growth toward shared infrastructure and stronger oversight. If Socure’s Qlarifi-based solution delivers measurable reductions in fraud and defaults, it could serve as a benchmark for the rest of the market. Other providers may follow with similar partnerships, and regulators may gain greater confidence in BNPL’s role within the broader financial system.
Who are Socure and Qlarifi?
Socure provides digital identity verification and fraud prevention for banks and fintechs. Qlarifi is a BNPL-focused startup that analyzes a shopper’s buy-now-pay-later activity to assess credit risk and repayment behavior.
Why did Socure acquire Qlarifi?
The acquisition fills a gap in BNPL risk management by combining identity verification with BNPL-specific credit insights. Together, they help BNPL providers assess both who the customer is and whether they can responsibly take on another installment plan.
How does the combined platform reduce BNPL fraud and defaults?
It checks identity, reviews BNPL repayment history, and flags overextension in real time. Providers can then approve, limit, or decline transactions based on a fuller risk picture, reducing first-party fraud and missed payments.
What does this mean for consumers using BNPL?
Approvals may include slightly stronger checks, especially for users with many active BNPL plans. Responsible customers should see little change, while overextended users may face limits that help prevent debt buildup.
Is this part of a broader shift in the BNPL industry?
Yes. BNPL is moving toward more responsible lending with better underwriting, increased reporting, and regulatory readiness. The deal reflects a push for sustainability as the sector matures.
