Chargeback volume across ecommerce is projected to hit 337 million disputes by 2026 — a 41% increase from 2023. And every single one costs you more than you think. The processor fee alone runs $20–$50, but once you factor in the lost product, shipping, and operational time, the average chargeback costs merchants around $110.
If you're running a Shopify store and not actively managing chargebacks, you're absorbing losses that compound every month. The best Shopify chargeback apps fall into two categories: those that prevent chargebacks before they happen, and those that fight disputes after they're filed. Some do both. Here's what each one actually does, what it costs, and which stores it fits.
Why Shopify's Built-In Tools Aren't Enough
Shopify includes a Fraud Control dashboard and basic fraud analysis on every plan. It flags high-risk orders and provides risk indicators. But it doesn't guarantee coverage against chargebacks, and it won't fight disputes for you. Shopify Protect covers some eligible Shop Pay orders, but the coverage is limited and doesn't extend to all payment methods or order types.
For most stores doing any real volume, the built-in tools are a starting point — not a solution. If you want to understand the strategy side first, read our guide on chargeback prevention tactics. But when you're ready for automation, that's where third-party chargeback apps come in.
Chargeflow: Best All-in-One for Prevention and Recovery
Rating: 4.7★ (386 reviews) · Pricing: Free to install. Recovery: 25% of recovered chargebacks. Prevention: 1,000 free orders, then $0.20/order. Alerts: pay per prevented chargeback.
Chargeflow is the most complete chargeback app on Shopify right now. It covers the full lifecycle — prevention, alerts, and automated dispute recovery — in a single install. The AI collects evidence from your store data, builds the response, and submits it without you touching anything.
The prevention side uses data from a network of 15,000+ merchants to flag risky orders before fulfillment. On the recovery side, Chargeflow connects to Visa and Mastercard alert networks to deflect disputes early. It supports 50+ payment processors including Shopify Payments, Stripe, and PayPal.
The 25% success fee on recovered chargebacks is standard for this category. You pay nothing on losses. For stores dealing with more than a handful of disputes per month, the math works out quickly — recovering a $100 chargeback costs you $25, versus losing $110+ if you do nothing.
Best for: Mid-size to large stores that want one platform handling everything from fraud prevention to dispute response.
Signifyd: Best Guaranteed Fraud Protection for High-Volume Stores
Rating: 4.5★ (82 reviews) · Pricing: Free to install, custom pricing based on volume. 14-day trial.
Signifyd takes a different approach. Instead of fighting chargebacks after they happen, it guarantees approved orders. If Signifyd approves a transaction and it results in a fraud chargeback, they reimburse you — covering both fraud and non-fraud disputes like false "item not received" claims.
The AI makes instant decisions at checkout, approving or declining orders in real time. Merchants using Signifyd report approving up to 5% more orders that would have been falsely declined by standard fraud filters. That's revenue you'd otherwise lose to overcautious screening.
The trade-off is pricing. Signifyd's custom quotes mean you won't know your cost until you talk to sales, and it's generally built for stores processing significant monthly volume. Smaller stores may find the economics don't justify the setup.
Best for: High-volume stores that want guaranteed protection and can negotiate volume-based pricing.
Wyllo (Formerly NoFraud): Best for Fraud Prevention With a Free Tier
Rating: 4.9★ (148 reviews) · Pricing: Free to install. Free tier: up to 100 orders/month. Paid plans include manual review and chargeback guarantee.
Wyllo — still widely known as NoFraud — is a risk intelligence platform that goes beyond payment fraud. It covers bot detection, reseller abuse, return fraud, and policy exploitation. The chargeback guarantee on paid plans means if Wyllo approves an order that turns out to be fraudulent, they cover the cost.
What sets Wyllo apart is the free tier. Stores processing under 100 orders per month get fraud screening at no cost. That makes it the only chargeback-adjacent app on this list with a genuinely useful free plan for small stores. The AI/ML detection layer is customizable — you can set your own rules alongside Wyllo's models.
Merchants consistently note that Wyllo catches fraud that Shopify's default analysis misses while approving orders that Shopify flags as high-risk. That dual accuracy — fewer false positives and fewer false negatives — is why it holds a 4.9 rating across 148 reviews.
Best for: Small to mid-size stores that want fraud prevention first, with an optional chargeback guarantee as they grow.
Disputifier: Best Budget-Friendly Automated Dispute Fighter
Rating: 4.5★ (67 reviews) · Pricing: Free to install. 20% of recovered chargebacks. Alerts: pay-per-alert.
Disputifier focuses on one thing: winning disputes you've already lost. The AI analyzes each chargeback, pulls your order data, crafts a customized response, and submits it — all without manual intervention. The company claims a 70%+ win rate, which is notable when the industry average for merchant-submitted disputes sits around 10–20%.
The app also includes chargeback alerts through Verifi and Ethoca, which notify you when a customer initiates a dispute. You can auto-refund before it becomes a formal chargeback, avoiding the processor fee entirely. There's also an "order not received" prevention feature that sends proactive shipping notifications to reduce that specific dispute type.
At 20% of recovered revenue — 5 percentage points lower than Chargeflow's 25% — Disputifier is the cheaper option for pure dispute fighting. You're only charged on wins, so there's no downside risk.
Best for: Dropshippers, subscription businesses, and stores with frequent disputes that want automated recovery at a lower fee.
ChargePay: Best Flat-Rate Pricing (No Success Fees)
Rating: 5.0★ (26 reviews) · Pricing: $19.99–$99.99/month. 30-day free trial. No success fees.
ChargePay's pricing model is the opposite of Chargeflow and Disputifier. Instead of taking a percentage of recovered chargebacks, you pay a flat monthly fee and keep 100% of what you win back. The AI handles evidence collection, response building, and submission automatically.
The company reports an 85%+ win rate across 80,000+ resolved cases. At $19.99/month on the Basic plan, you only need to recover one or two chargebacks to break even. For stores with consistent dispute volume, the flat-rate model saves significantly compared to percentage-based pricing.
The main limitation is the review count — 26 reviews is thin compared to Chargeflow's 386. The app is newer and less battle-tested at scale. But the 5.0 rating and flat pricing make it worth testing, especially with the 30-day free trial.
Best for: Stores with predictable chargeback volume that want to avoid success fees eating into recovered revenue.
ClearSale: Best for High-Risk Industries Needing Human Review
Rating: 3.7★ (52 reviews) · Pricing: Free to install, custom pricing. Performance-based or fixed-rate models available.
ClearSale combines AI screening with a team of over 2,000 human fraud analysts who manually review high-risk orders — often within 90 minutes. This hybrid approach catches fraud that pure AI misses, particularly for industries with complex order patterns like electronics, luxury goods, or high-ticket items.
The chargeback guarantee on ClearSale's premium tier reimburses 100% of approved orders that result in fraud chargebacks. No dispute process needed — if they approved it and it was fraud, you get paid back.
The 3.7 rating is the lowest on this list, and it reflects a real split: 79% of reviewers gave five stars, but 17% gave one star. The complaints center on support responsiveness and false positives increasing over time. ClearSale also notes that orders above certain value thresholds may fall outside guarantee coverage, which is worth clarifying before you commit.
Best for: High-risk or high-ticket merchants who need human review alongside AI, and can tolerate custom pricing conversations.
Chargeback: Auto Prevention — Best for Alert-Only Protection
Rating: 4.9★ (55 reviews) · Pricing: Free to install. $15–$29 per chargeback alert.
This app does one thing cleanly: it intercepts chargebacks before they're formally filed. When a customer initiates a dispute with their bank, the app receives an alert through Visa and Mastercard networks and can auto-refund the transaction. That stops the chargeback before it hits your account. You avoid the $20–$50 processor fee, the dispute process, and the hit to your chargeback ratio.
At $15–$29 per alert, the economics are straightforward. If a chargeback costs you $110 all-in, paying $29 to prevent it saves $81. No monthly fees, no contracts, no percentage cuts. You pay per alert and that's it.
The limitation is clear: this app doesn't fight disputes or screen orders for fraud. It's purely reactive prevention. Pair it with a fraud screening tool (like Wyllo's free tier) or a dispute fighter (like Disputifier) for a more complete stack.
Best for: Stores that want cheap, simple chargeback deflection without committing to a full platform.
Which Type of Shopify Chargeback App Do You Need?
Most stores need both, but budget and volume determine where to start:
- Under 100 orders/month: Start with Wyllo's free tier for fraud screening. Add Chargeback: Auto Prevention if disputes start appearing.
- 100–1,000 orders/month: Chargeflow or Disputifier gives you prevention and recovery in one install. Choose Chargeflow for the broader prevention network, Disputifier for the lower success fee.
- 1,000+ orders/month: Signifyd or ClearSale's guaranteed models make sense at volume. The per-order cost drops as you scale, and the guarantee eliminates downside risk.
- Predictable dispute volume: ChargePay's flat monthly fee saves money compared to percentage-based recovery once you're winning back more than a few hundred dollars per month.
One more thing worth knowing: friendly fraud — customers disputing legitimate purchases — accounts for roughly 75% of all chargebacks. That means most of your disputes aren't coming from stolen credit cards. They're coming from real customers claiming they didn't receive an order, didn't recognize the charge, or simply changed their mind. The best chargeback apps address this with better evidence collection, proactive shipping notifications, and order verification — not just fraud scoring.
Pick the app that matches your current pain point. If you're losing orders to false declines, start with fraud prevention. If you're getting hit with disputes you know are illegitimate, start with automated recovery. Either way, doing nothing costs $110 per chargeback — and that number only goes up.