# Butter Payments > Butter Payments’ machine learning technology optimizes failed payment recovery from involuntary churn of subscription merchants, leading to 5%\+ ARR growth\. Generated by Yoast SEO v28.0, this is an llms.txt file, meant for consumption by LLMs. ## Pages - [Newsroom](https://www.butterpayments.com/company/newsroom/) - [Recover](https://www.butterpayments.com/solution/recover/) - [Legal](https://www.butterpayments.com/legal/) - [Outreach Addendum](https://www.butterpayments.com/outreach-addendum/) - [Privacy Policy](https://www.butterpayments.com/privacy-policy/) ## Posts - [How Curology Optimizes LTV to Drive 2x Revenue](https://www.butterpayments.com/resources/webinars/how-curology-optimizes-ltv-to-drive-2x-revenue/): 50 min - [Stop involuntary churn: 3 proven fixes for pet brands](https://www.butterpayments.com/guides/subscription-growth/stop-involuntary-churn-pet-brands/) - [Dispelling 5 common payment recovery myths](https://www.butterpayments.com/guides/payment-trends/payment-recovery-myths/) - [Expert analysis: 5 payments trends shaping the fitness and health industry](https://www.butterpayments.com/guides/payment-trends/payments-trends-shaping-the-fitness-and-health-industry/) - [Evaluation: 10 questions to ask your next payment recovery solution](https://www.butterpayments.com/guides/subscription-growth/payment-recovery-evaluation-questions/) ## Glossary Items - [Payment recovery](https://www.butterpayments.com/glossary/payment-recovery/): Payment recovery is the process of reclaiming outstanding or missing debt from customers\. It can involve contacting customers directly and using a payment recovery solution\. - [Predictive modeling](https://www.butterpayments.com/glossary/predictive-modeling/): Predictive modeling is the use of statistical methods and machine learning to analyze historical data and forecast the likelihood of future outcomes\. - [Involuntary churn](https://www.butterpayments.com/glossary/involuntary-churn/): Involuntary churn—also called accidental churn—occurs when a legitimate payment transaction fails and a subscriber’s recurring order is canceled despite wanting to stay subscribed\. - [Dunning](https://www.butterpayments.com/glossary/dunning/): The process of communicating with a customer to collect a payment that is due or past due\. - [Chargeback](https://www.butterpayments.com/glossary/chargeback/): A chargeback occurs when a bank reverses funds from a merchant back to a customer after a successful payment dispute\.  ## Customer Stories - [How Perlego recovered 76% more revenue from failed payments with Butter](https://www.butterpayments.com/customer-stories/perlego-recovers-revenue-from-failed-payments/) - [How an EdTech platform decreased overall churn by 20%](https://www.butterpayments.com/customer-stories/how-an-edtech-platform-decreased-overall-churn-by-20/) - [Wyze boosts recovered subscription revenue by 50% with Butter in 8 months](https://www.butterpayments.com/customer-stories/wyze-boosts-recovered-subscription-revenue-by-50-with-butter-in-8-months/) - [Telehealth brand improves continuity of care with Butter by reducing involuntary churn](https://www.butterpayments.com/customer-stories/telehealth-brand-improves-continuity-of-care-with-butter-by-reducing-involuntary-churn/) - [UrbanSitter boosts recurring revenue from failed payments by 8% with Butter](https://www.butterpayments.com/customer-stories/urbansitter-boosts-recurring-revenue-from-failed-payments-by-8-with-butter/) ## Categories - [Disputes \& Chargebacks Guides](https://www.butterpayments.com/guides/disputes-chargebacks-guides/) - [Payment Trends](https://www.butterpayments.com/guides/payment-trends/) - [Payment Insights](https://www.butterpayments.com/blog/payment-insights/) - [Career at Butter](https://www.butterpayments.com/blog/career-at-butter/) - [Subscription Growth](https://www.butterpayments.com/guides/subscription-growth/) ## Glossary Terms - [Failed payments](https://www.butterpayments.com/glossary_term/failed-payments/) - [Payment recovery](https://www.butterpayments.com/glossary_term/payment-recovery/) - [Involuntary churn](https://www.butterpayments.com/glossary_term/involuntary-churn/) - [Dispute](https://www.butterpayments.com/glossary_term/dispute/) - [Voluntary churn](https://www.butterpayments.com/glossary_term/voluntary-churn/) ## Optional - [Sitemap index](https://www.butterpayments.com/sitemap_index.xml)