Person setting box on a table

Key macro trends driving the modern subscription economy

The Butter Team

Dec 1, 2024

Your customers deserve Butter

Maximize profits with Butter, backed by our ROI guarantee.

Key takeaways

  • Involuntary churn, also called accidental or passive churn, occurs when a customer’s legitimate credit card is falsely declined resulting in their subscription being canceled.
  • It’s estimated that 4% of subscription customers are lost each year when these legitimate payments fail, leading to lower revenue, decreased profitability and unhappy customers.
  • This typically directly results in  1-2% ARR ($1-2M ARR) lost which is especially frustrating given how expensive and difficult it is to acquire customers.
  • As a whole, involuntary churn costs companies more than $440 billion a year, an amount that could increase to nearly $650 billion in five years at the current growth rate, dwarfing revenue lost to fraud by 10 times.
  • Technology powered by artificial intelligence and machine learning has proven to be a highly effective way to fight accidental churn, leading to higher revenue and better customer retention.

How many times have you received an email or text message telling you that there was a problem with your credit card—even though you used the same card a few minutes before without an issue? When you get these messages, you may be annoyed or frustrated with the company, and rightfully so. But the underlying issues creating this is actually a huge problem. Legitimate payments failures as a whole cost hundreds of billions (with a “b”) of dollars in lost revenue for e-commerce companies. This often “hidden” problem has very real effects on every subscription company’s bottom line.

The root of the problem

Legitimate payment failures occur when a valid payment transaction is not approved, which often occurs when a credit company flags a transaction as being potentially fraudulent. The result is what’s called involuntary churn, also known as accidental or passive churn. Following a failed payment, the customer’s subscription is canceled—even though they want to stay subscribed.

It’s estimated that 4% of subscription customers are lost each year when legitimate payments fail, and that amount can be significantly higher for some companies, especially those with very high transaction rates and global businesses. In many cases, neither the customer nor the subscription company realize that there’s an issue until after the consumer doesn’t receive their monthly shipment or when their streaming service stops working.

4% of subscription customers are lost each year when legitimate payments fail, which totaled up to $440 billion in lost revenue in 2021.

Why does this happen? Legitimate payment failures often occur for three primary reasons.

  1. Credit card companies are becoming increasingly zealous in the fight against fraud, with estimates that fraud costs companies close to $30 billion each year, interestingly this is far less than the $440B+ lost to accidental churn.
  2. The online payments infrastructure has not kept pace with the volume and complexity of today’s e-commerce world, and remains outdated. The outcome is that more transactions are denied even when customers are using completely valid payment methods.
  3. Finally, today’s payment ecosystem was set up for one time check out e-commerce, and did not have recurring subscription payments in mind. As such many subscription features are missing, or not robust.

The consequences for consumers—and your bottom line

Most subscription companies are laser-focused on fixing active customer churn when a customer requests cancellation, but are leaving revenue on the table by not addressing involuntary churn; to the tune of $1-2M in ARR revenue lift (1-2%) that can be achieved by fixing the problem.

Following a payment failure, consumers tend to blame the subscription company rather than their credit card provider. One survey found that about two-thirds of consumers will try to process their transaction at least one time again after an initial failure, and more than half will reach out to the merchant to investigate the issue. However, a full one-third of customers won’t shop again with retailers that reject their purchase due to a false decline, and 25% are likely to post negative comments on social media about their experience.

Beyond damage to your brand, involuntary churn has a very real financial cost. While fraud is estimated to cost about $30 billion a year, involuntary churn costs companies $440 billion a year in lost revenue. So while fraud gets the lion’s share of attention, the impact of involuntary churn is so much higher—and growing. If the growth rate of revenue lost to involuntary churn continues at current levels, it could cost companies $650 billion a year in five years.

Chart 1

Impact of False Declines in U.S.

(In US billions)

Graph of Impact of False Declines in U.S
Source: ClearSale
At current growth rates, involuntary churn could cost more than $650 billion in five years, more than 10 times the lost revenue due to fraud.

How a payment intelligence platform fights

So, how can you fix this problem? There are several approaches to addressing involuntary churn—some of which are far more effective than others. First, companies can contact customers via email, text or phone calls to alert them of the problem. However, that tactic can lead to annoyed customers who may wonder why you’re not able to complete the transaction, even if it’s actually the credit card company’s fault. In addition, typically 50% or more of customers will not update their payment method: staggering.

Another method is by simply retrying the failed transactions in groups again and again. This crude approach is called a static Dunning process, which results in an inefficient way of addressing the problem.

Instead of annoying customers via emails or retrying transactions in batches at random times, the best way to tackle involuntary churn is through smart technology that leverages the power of machine learning and artificial intelligence. Enter Butter Payments - At Butter, we’ve developed a patented smart approach that analyzes each failed payment individually and identifies likely reasons for the failure. By using sophisticated analytics, our team can get to the root of why legitimate payments are failing and retry each failed transaction on it’s own at an optimized time. It’s like using a scalpel rather than a sledgehammer. The result is a much higher success rate in eliminating payment failures and stopping involuntary churn.

Butter is built by the team that solved the involuntary churn problem at top subscription companies like XBox, Dropbox, and Scribd. We have a fast growing set of very happy customers where we have “found” significant ARR value (like finding money in the sofa) with our payments intelligence platform.

If you’re losing revenue and subscribers, here are some steps you can take now

Whether you realize it or not, you’re likely falling victim to the problem of legitimate payments failures and are leaving ARR on the table. Just as you use apps, tools and platforms across all aspects of your business, every subscription company should include a payments intelligence platform tool as part of your tech stack.

To see how much involuntary churn is costing your company, we offer a free, no-obligation Payment Health Analysis that takes about 10 minutes to set up via vetted integrations with a wide range of payment service providers. Contact us today to get started!

Key leadership hires signify continued momentum for the payments technology platform

San Francisco, Calif. — October 23, 2025 — Butter Payments, the most intelligent machine learning-powered payments recovery platform, today announced that it has strengthened its leadership team with two key additions: Sofya Pogreb as Chief Executive Officer and Charles Rosenblatt as Chief Commercial Officer.

Failed payments account for a massive – $440 billion – loss in revenue each year, and Butter’s patented machine learning technology optimizes failed payment recovery, resulting in up to 15% annual recurring revenue growth for its customers. Its success is due to the seamlessness of its technology and the dedication to best-in-class service. Butter integrates with platforms such as Stripe, Braintree, ReCharge, and others to create tailored recovery plans for its customers using ML models.

These appointments signal a period of accelerated growth for Butter, as the addition of two seasoned leaders deepens its commitment to innovation and scaling its technology to meet growing demand across industries.

Sofya Pogreb, CEO, joins Butter following an accomplished career leading fintech and insurtech companies through high-growth stages. She brings an extensive background in financial services and a track record of building companies and scaling teams. She served as Chief Operating Officer at BILL, and previously held the same role at NEXT Insurance. Pogreb also served on the boards of Indigo and Next Insurance, bringing her deep expertise to the operational side.

“Payments are the foundation of every subscription business,” said Pogreb. “Butter is solving one of the most persistent and costly pain-points in the payments ecosystem — failed transactions — with a platform that combines intelligent data and seamless customer experience. I’m thrilled to join Butter at such a pivotal moment in its growth story, and to help address such a crucial need for businesses.”

Pogreb is committed to continued investment in Butter's ML-driven proprietary recovery techniques and to growing the already-impressive set of platforms Butter works with.

Charles Rosenblatt, CCO, is a recognized leader in global payments with a track record of driving success. He has held senior roles at Payoneer and Hyperwallet, where he helped lead the company to its IPO, and at Hyperwallet. Rosenblatt’s teams created more than 40% revenue growth for those companies in the year before their exit. During his time at PayQuicker, he served as president and helped them to earn a spot on American Banker’s Top 40 Best Fintechs to Work For. 

“Butter is addressing a massive, often invisible challenge in the payments space — the friction and revenue loss caused by failed payments,” said Rosenblatt. “By leveraging advanced machine learning, Butter not only recovers lost revenue but also helps businesses create a more predictable and profitable payment experience. I’m excited to take on this role and to be part of the next chapter in Butter’s story.”

Butter Payments currently serves a wide array of B2C, SaaS, and e-commerce subscription companies across verticals such as fitness, petcare, parenting, retailers, media, AI, and tech. clients include  Cerebral, FuturHealth, The Athletic, and Athena Club, among others.

Learn more about Butter Payments today: butterpayments.com 

About Butter Payments 

Butter is the leader in failed payment recovery, enabling subscription brands to maximize top-line revenue through its machine-learning-powered platform. The company’s list of clients includes innovative brands such as, The Athletic, Bobbie, and more. Butter’s patented ML technology tailors payment recovery based on each subscription brand’s unique transaction data, resulting in bespoke strategies that drive sustainable growth.

Discover more like this

Career at Butter / 11.4.25

Butter Payments Appoints Industry Leaders to Drive Next Phase of Growth: Sofya Pogreb as CEO and Charles Rosenblatt as CCO

Butter Payments Appoints Industry Leaders to Drive Next Phase of Growth: Sofya Pogreb as CEO and Charles Rosenblatt as CCO
Sofya Pogreb, Butter's CEO
Career at Butter / 5.19.25

Meet Sofya Pogreb, Butter’s CEO

Meet Sofya Pogreb, Butter’s CEO
Graph showing increase of recurring revenue
Disputes & Chargebacks / 1.30.25

[eBook] 7 ways to stop failed payment and recover more revenue

[eBook] 7 ways to stop failed payment and recover more revenue
Illustration of mobile phone paying with card
Payment Insights / 1.22.25

Butter unveils 5 key payment predictions for 2025

Butter unveils 5 key payment predictions for 2025

TRUSTED BY LEADING B2C, B2B, SAAS, AND E-COMMERCE SUBSCRIPTION COMPANIES

Your customers deserve Butter