Chargeback win rate optimization strategies for smarter dispute decisions
Guest: Shawn Kelley
Let’s break this down.
Chargebacks are one of those parts of ecommerce fraud and payments risk that every merchant deals with, but very few teams feel like they’ve fully solved.
In this episode, I’m joined by Shawn Kelley, former Director of Payments and Risk at SeatGeek. Shawn has spent years working directly inside high-volume ecommerce environments, dealing with the realities of payment disputes, representment, and chargeback management strategy.
And if you’ve worked in payments risk long enough, you know the big question fraud teams constantly face.
When should you fight a chargeback?
And when is it actually smarter to let it go?
Because here’s what’s actually happening.
Many merchants approach disputes with a simple goal: fight everything.
But that approach can quickly become inefficient, expensive, and in some cases counterproductive to customer relationships.
In this conversation, Shawn and I talk about what smarter chargeback win rate optimization really looks like, including how merchants balance automation with human review and why a more strategic approach to dispute management can improve both win rates and long-term business outcomes.
Here is what chargeback win rate optimization means in practice:
- evaluating which disputes are worth fighting based on evidence and risk signals
- balancing automation and human review in dispute decision workflows
- building customized chargeback response strategies for different scenarios
- protecting customer trust while reducing chargeback losses
What you’ll hear in this episode:
- How merchants decide when to fight chargebacks and when to forfeit them
- Why chargeback representment should be based on data, not instinct
- The role of human review versus automation in dispute management
- How smarter chargeback response tactics improve win rates
- Why customer experience still matters in chargeback recovery strategies
You should listen to this episode if you:
- manage chargeback operations or ecommerce fraud teams
- oversee payments risk or dispute management workflows
- want to improve chargeback win rates and recovery outcomes
- are evaluating smarter chargeback representment strategies
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Episode notes & key takeaways
Chargebacks are often treated as a purely operational problem.
But as Shawn explains in this conversation, chargeback management strategy is really about decision-making.
Merchants have limited resources, limited time, and competing priorities when responding to disputes. Fighting every single chargeback isn’t always the smartest approach.
Chargeback win rate optimization requires understanding which disputes are likely to succeed, which ones are unlikely to win, and how those decisions impact customer relationships and long-term revenue.
When merchants should fight chargebacks
One of the most important parts of chargeback win rate optimization is identifying which disputes are worth fighting.
Not every chargeback has the same probability of success.
Some disputes include strong evidence, clear delivery confirmation, or compelling transaction data that support the merchant’s case.
Operational indicators that a chargeback may be worth fighting include:
- clear proof of delivery or fulfillment confirmation
- strong customer authentication signals tied to the transaction
- supporting transaction records showing legitimate purchase activity
- historical patterns indicating customer misuse of disputes
When merchants should forfeit chargebacks
Just as important as knowing when to fight is understanding when not to.
Some disputes have very low win probabilities. In those cases, the cost of fighting the chargeback may exceed the potential recovery.
This is where smarter dispute management decisions come into play.
Operational considerations when forfeiting chargebacks may include:
- lack of compelling evidence for representment
- disputes tied to customer dissatisfaction rather than fraud
- high operational cost relative to potential recovery
- signals that the dispute may escalate customer frustration
The role of automation and human review in dispute management
Chargeback operations increasingly rely on automation to handle large volumes of disputes.
But automation alone rarely produces optimal outcomes.
Human analysts often play a critical role in evaluating complex cases, interpreting transaction context, and identifying patterns that automated systems might miss.
Operational considerations for balanced dispute workflows may include:
- automation for routine dispute categorization
- human review for complex or high-value disputes
- data-driven rules for chargeback representment decisions
- continuous evaluation of dispute outcomes to refine strategy
Why smarter dispute management improves business outcomes
Chargeback win rate optimization isn’t just about recovering revenue.
It’s also about improving operational efficiency and protecting long-term customer relationships.
Merchants that approach dispute management strategically can reduce unnecessary effort, focus resources on the disputes most likely to succeed, and maintain better customer trust.
Operational benefits may include:
- reduced operational costs tied to unnecessary dispute handling
- improved win rates through targeted representment strategies
- better customer experience through thoughtful dispute decisions
- stronger alignment between fraud, payments, and customer support teams
When merchants shift from reactive dispute responses to intelligent chargeback management strategies, they create a much more sustainable approach to handling payment disputes.
And honestly, that’s where the real gains in chargeback operations usually come from.
