Enter the Fraudster Factory™
Enter the Fraudster Factory™
Enter the Fraudster Factory™
Enter the Fraudster Factory™
·
October 2026

Holiday Chargebacks Peaked in January:A Two-Season Study

In Chargeflow’s two measured seasons, holiday disputes were filed most per day in January, not at Black Friday. The typical dispute came 25 days after the order. See when each kind arrives and how to plan.

Black Friday

27 Nov · in x days

Seasons

Peak seasons 2024-25 and 2025-26

Fuente

Chargeflow Network Intelligence

Typical time from order to chargeback

25 days

Half the disputes on Black Friday weekend 2025 orders came within 25 days, and half took longer.

Filed within 64 days of the order

9 in 10

Nine in ten disputes on Black Friday weekend 2025 orders were filed within 64 days of the order.

January vs November

1.40–1.41×

January had 1.40 times November’s disputes filed per day in 2024-25, and 1.41 times in 2025-26.

Recorded disputes from sampled peak order days

10,600–10,800

The plotted Monday order cohorts around Black Friday 2025 each produced roughly 10,600 to 10,800 recorded disputes across the study merchants. These are sampled order-day counts, not the chance an order was disputed.

Resumen

Executive overview

01

Plan for a Possible January 2027 Dispute Peak

For orders placed over Black Friday weekend 2025, the typical dispute came 25 days after the order. Half took longer, which carries a large share of holiday disputes into the new year. In both seasons we measured, January had about 1.4 times as many disputes filed per day as November, and December and February also ran above it. Plan for a similar pattern, then adjust with your own data.

02

The orders behind the disputes cluster around Black Friday

Count disputes by the day the order was placed, and they bunch up from Black Friday into early December. The plotted Monday order cohorts around Black Friday 2025 each produced roughly 10,600 to 10,800 recorded disputes across the merchants in the study. Disputes on those orders are what fill the dispute queue in late December and January.

03

Each type of claim has its own delay

Unauthorized-charge and canceled-subscription chargebacks come first, typically 10 days after the order. Disputes a card issuer labels as fraud follow at 20 days, “never arrived” at 23, and “not as described” at 31. A delivery has to fail, or a product has to disappoint, before a customer can complain about it. So the mix of claims you’re answering changes week by week.

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Peak season doesn’t just bring more chargebacks. It brings them weeks after the sales. Here is when the disputes arrive, and how to plan for them.

In this report, “dispute” and “chargeback” mean the same thing. Every figure counts disputes, not orders. Without an order count, no figure here is a chargeback rate. The method note explains why we can’t count orders.

Finding 01

By order date, chargebacks peak at Black Friday. By filing date, they peak in January.

Every holiday chargeback runs on two clocks: the day the order was placed, and the day the dispute was filed. By the order clock, disputes cluster from Black Friday into early December. By the filing clock, the same disputes spread across December, January and February. Counting every dispute filed, January is the busiest month. Whoever answers your disputes, whether a team or AI agents, gets the work when disputes are filed. So the filing clock is the one to plan around.

Disputes on Black Friday weekend 2025 orders, on both clocks

Each dot is 1% of the disputes on Black Friday weekend 2025 orders. Switch clocks to watch them move from the day of the order to the day of the dispute.

Black Friday December January febrero ALL PLACED OVER BLACK FRIDAY WEEKEND Half by late December Three quarters by about 10 January Nine in ten by about 1 February The rest later
By order date, all of these disputes sit on one weekend. By filing date, they spread out across December, January and February. The chart shows which period each dispute fell in, such as “half by late December”, not its exact day. So the dots are spaced evenly within each period.

The same shift, from a cluster by order date to a spread by filing date, happens across the whole season. Switch the chart below between the two clocks to see it.

Two clocks: when disputes were filed, and when their orders were placed

Switch between the day the disputes were filed and the day the disputed orders were placed.

1.00× = November 1.20× 1.40× November 1.00× December 1.30× January 1.41× febrero 1.22× 2025-26 season 2024-25 season
Each bar shows disputes filed per day in that month, compared with the same season’s November. January was the busiest month in both seasons. Disputes on Black Friday orders were still arriving then, alongside disputes on December orders.

Finding 02

When chargebacks arrive: unauthorized-charge claims typically come 10 days after the order, “not as described” claims about a month after

The gap between the two dates is the time between buying and complaining. A customer can dispute a charge they didn’t make as soon as they see their statement. How long they can wait depends on card network rules, covered in Chargeflow’s guide to chargeback time limits. Before a “never arrived” claim, a parcel has to fail to show up. A product has to arrive and be opened before anyone can call it not as described. So the claims you answer change as the weeks pass: unauthorized charges first, then delivery and product complaints.

“Never arrived” (item not received) is the claim whose share grows most over Black Friday weekend. In 2025 it went from about one dispute in five in a normal week to one in three. On Black Friday weekend 2025 orders, the typical “never arrived” dispute came 23 days after the order, just before Christmas. For more on that shift, see the companion report, One in three Black Friday chargebacks says “never arrived”.

When chargebacks arrive, by type of claim

The dot is the typical dispute: half came sooner, half later. The bar covers the middle half, leaving out the fastest quarter and the slowest quarter. Switch to see the same delays as calendar dates for Black Friday 2026 orders.

0d 20d 40d 60d 80d Unauthorized 10d Suscripción cancelada 10d Fraude 20d Never arrived 23d Reembolso no tramitado 29d No se ajusta a la descripción 31d
The chart covers 58,783 disputes on orders placed over Black Friday weekend 2025, from Black Friday through Cyber Monday, counting only reasons with at least 200 disputes. Across all of them, three quarters were filed within 42 days of the order, and nine in ten within 64. “Fraud” is the label a card issuer uses for a charge it treats as fraudulent. “Unauthorized” is a claim that the payment wasn’t authorized, and some payment platforms use it for their fraud claims.
What this means for planning

Put the two findings together. In 2025, half the disputes on Black Friday weekend orders had arrived by late December, with the faster claims arriving first. The other half kept coming through January, alongside disputes on December orders, and January was the busiest month in both seasons. Disputes on orders placed between Black Friday and Christmas kept arriving into February, so don’t plan dispute work around the sales calendar.

What to do before Black Friday, 27 November

How to plan for the January chargeback peak

  1. Before the sales start

    Decide who answers chargebacks, and get your delivery records ready

    Chargebacks on peak orders arrive weeks after the sale. Decide now who answers them: your team, your AI agents or both. Then make sure whoever answers them can find the proof of delivery they need: tracking numbers, carrier scans and delivery confirmations.

  2. As your sales peak approaches

    Find out when your own disputes land

    Enter your busiest order day in the planner below. It shows when its disputes would typically arrive. Make sure you have enough capacity in those weeks, whether that’s people or AI agents.

  3. For January and February

    Plan for the dispute peak, not the sales peak

    Keep your dispute team or AI agents fully in place through January and February. That way, every dispute gets reviewed, not just the ones there’s time for.

Plan your dispute peak

What January 2027 could look like for you

Pick your busiest order day to see when its disputes would typically arrive. Then enter your November 2025 dispute count, or your estimate for November 2026. You’ll see what the monthly pattern from the two seasons we measured suggests for December 2026 to February 2027.

This applies the delays and ratios we saw in the study to your inputs. It isn’t a forecast for your business.

Half its disputes

by 22 Dec 2026

25 days after the order

Three quarters

by 8 Jan 2027

42 days after the order

Nine in ten

by 30 Jan 2027

64 days after the order

These dates assume 2026 follows 2025. The delays were measured on Black Friday weekend 2025 orders, so if you pick a different day, treat these dates as a rough guide.

December 2026

525 to 537 disputes

1.27 to 1.30 times November’s disputes per day

January 2027

579 to 583 disputes

1.40 to 1.41 times November’s disputes per day

February 2027

437 to 455 disputes

1.17 to 1.22 times November’s disputes per day

Each range runs from the lowest to the highest ratio seen in the two seasons measured, 2024-25 and 2025-26. The ratios compare disputes filed per day. So a 31-day month gets a bigger total than a 28-day one, and February is counted as 28 days.

Common questions

Holiday chargebacks, answered

When do Black Friday chargebacks arrive?

Weeks after the order. For orders placed over Black Friday weekend 2025, the typical dispute came 25 days after the order. Three quarters came within 42 days, and nine in ten within 64.

Which month has the most holiday chargebacks?

January. In both seasons we measured, January had the most disputes filed per day of the season, about 1.4 times as many as November.

How long after the order does each type of chargeback come?

Unauthorized-charge and canceled-subscription claims typically come 10 days after the order. Fraud comes at 20 days, “never arrived” at 23 and “not as described” at 31. These are typical delays for Black Friday weekend 2025 orders.

How should merchants plan for the holiday chargeback peak?

Plan dispute work around January, not the sales. Decide who answers disputes, whether your team, your AI agents or both, and keep them in place through January and February. Make sure they can find tracking numbers and delivery confirmations.

Is the planner a forecast for my store?

No. The planner and the chart’s projected calendar apply the delays and ratios from the seasons we measured, assuming 2026 follows the same pattern. They show what that pattern suggests, not a forecast for any business.

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Your January disputes start with this season’s orders.

Get set up before Black Friday. Chargeflow reviews every peak-season dispute, builds each response around the claim being made, and keeps working through the January peak.

About the data

Here is what this research covers, what the numbers mean, and what they can’t tell you.

Terms

Dispute and chargeback This report uses the two words to mean the same thing: a customer asking to reverse a payment.
Peak season The late-November sales through the holidays. Its disputes keep coming into February.
Black Friday weekend Black Friday through Cyber Monday, often called BFCM. It’s the busiest stretch of the season.
Motivo The label a bank puts on a dispute to say what the customer is claiming. See Chargeflow’s guide to chargeback reason codes.
Never arrived The customer says the order wasn’t delivered. Card networks and processors call this “item not received” (INR). Visa uses reason code 13.1 for it, and other card networks have their own codes.
Unauthorized A claim that the payment wasn't authorized. Some payment platforms use this label for their fraud claims, so read it alongside fraud.
Fraude The label a card issuer puts on a dispute when it treats the charge as fraudulent.
Normal week An ordinary week outside the peak-season sales. It’s what Black Friday weekend is compared with.
Suscripción cancelada The customer says they were charged for a subscription after canceling it.
Two clocks The two dates on every dispute: the day the order was placed, and the day the dispute was filed.
Typical The median: half of disputes came sooner, half later.
Middle half All disputes except the fastest quarter and the slowest quarter.

Cobertura

disputas About 3.03 million across the full study
Accounts About 14,500 merchant accounts with at least one dispute across the full study, 2023 to 2025
Seasons This report uses the 2024 and 2025 seasons. Each season’s disputes run from November into February, so the seasons are also written 2024-25 and 2025-26. The order-date chart also shows September and October 2025 orders for comparison.
Procesadores The payment processors Chargeflow connects to. Any analysis that groups disputes by order date leaves out one processor, because its records don’t have usable order dates.
Datos extraídos 17 August 2026

Looking ahead

Where this report talks about 2026 and 2027, it assumes the 2026 season follows the same pattern as the seasons we measured. The chart’s projected calendar applies the 2025 delays to Black Friday 2026, and the planner’s monthly estimates apply the 2024-25 and 2025-26 monthly ratios.

The two clocks

Order-date figures count each dispute on the day its order was placed. Filing-date figures count it on the day the dispute was filed. Monthly figures by filing date show disputes filed per day as a multiple of the same season’s November, which lets seasons of different sizes be compared.

What the data can’t tell you

The dispute records don’t come with a consistent count of orders across processors. So this research can’t give a chargeback rate for the industry or for any merchant. Among the disputes Chargeflow can see, it describes what they were about, when they were filed, how many there were and how they ended.

Historical data

When a new merchant joins Chargeflow, their past disputes are added to our records. So the same figures, taken again at a later date, can show bigger totals.