Statistics & Data

Shopify Payments Hold Statistics 2026: Data From 200+ Merchants

Based on Unholdr’s internal data from 200+ merchants we’ve worked with, roughly 1 in 7 dropshipping stores (14%) experience a Shopify Payments hold or reserve within their first 12 months of trading. CBD, supplements, and vape categories see hold rates above 15%. Average time-to-resolution via the public appeal path...

8 min readBy Unholdr team

Shopify Payments Hold Statistics 2026: Data From 200+ Merchants TL;DR: Based on Unholdr’s internal data from 200+ merchants we’ve worked with, roughly 1 in 7 dropshipping stores (14%) experience a Shopify Payments hold or reserve within their first 12 months of trading. CBD, supplements, and vape categories see hold rates above 15%. Average time-to-resolution via the public appeal path runs 90–180 days, vs 14–21 days through direct escalation.

Statistics on Shopify Payments holds are scarce. Shopify doesn’t publish merchant hold data, and most third-
party “research” is anecdotal forum scraping. This article aggregates operator-estimate numbers drawn from
our caseload — merchants who landed in hold, reserve, or full suspension and came to us for resolution. Treat
these as practitioner estimates, not peer-reviewed studies. Where we cite a public benchmark (Visa thresholds,
Mastercard windows), it’s labeled as such.

If you’re trying to benchmark your risk exposure, write a board update, or cite hold prevalence in an industry
report, the tables below are designed to be lifted with attribution.

    The headline numbers

  METRIC                                   ESTIMATE                                    SOURCE

  Dropshipping stores hit with a hold      ~14%                                        Unholdr internal data, 200+
  in year 1                                                                            merchants

  All-category stores hit with a hold in   ~6%                                         Unholdr operator estimate
  year 1

  Average hold duration (public path)      90–180 days                                 Unholdr caseload, 2024–2026

  Average hold duration (direct            14–21 days                                  Unholdr resolution data
  escalation)

  Win rate, accepted Unholdr cases         95%                                         Unholdr internal

  Win rate, public Shopify appeal (self-   10–20%                                      Unholdr operator estimate
  served)

  Average reserve when reserve (not        22%                                         Unholdr caseload weighted average
  hold) applied

  Median time from first chargeback        11 days                                     Unholdr internal data
  warning to hold

The big takeaway: holds are not rare for high-risk verticals, but they are not random either. The same 3–4
categories absorb most of the volume, and the same 4–5 trigger signals show up in nearly every case file.

   Hold rate by category
Hold rate = percentage of stores in that vertical, in their first 12 months on Shopify Payments, that experienced
either a partial reserve or a full 120-day hold. Numbers are operator estimates based on the inbound case mix
we see, normalized against rough Shopify category population estimates from public reports.

  INDUSTRY                             YEAR-1 HOLD RATE (EST.)                     MOST COMMON TRIGGER

  CBD / hemp                            15–25%                                     MCC mismatch, banking partner
                                                                                   restrictions

  Supplements / nootropics              12–20%                                     Health claims in copy, return rate
                                                                                   >5%

  Vape / e-cig                          10–15%                                     Restricted product, age verification
                                                                                   gaps

  Fashion dropshipping (AliExpress)     8–12%                                      Long fulfillment, chargeback spike

  High-ticket electronics               8–10%                                      Sudden volume spike, INR disputes

  Beauty / cosmetics                    6–10%                                      Claims, allergic reaction chargebacks

  Pet products                          4–7%                                       Mild — usually return rate driven

  Apparel (own-brand)                   3–5%                                       Mild — usually chargeback driven

  Home goods (basic)                    2–4%                                       Mild — usually chargeback driven

  Digital products / SaaS               2–4%                                       Friendly fraud chargebacks

CBD sits at the top because the underlying issue isn’t risk — it’s banking partner restrictions. Shopify Payments
runs on Stripe infrastructure, and Stripe’s acquirer relationships exclude full-spectrum CBD in most markets.
That makes the “hold” often a precursor to a full off-boarding.

   Reserve percentage by category
When Shopify chooses a reserve (a percentage of incoming payouts held rolling 120 days) instead of a full
hold, the reserve percentage they pick is correlated with category risk and chargeback rate. Aggregated from
our caseload:

  CATEGORY                               MOST COMMON RESERVE %                             RANGE OBSERVED

  CBD / hemp                             30%                                               20–30%

  Supplements                            25%                                               15–30%

  Vape                                   25%                                               20–30%

  Fashion dropshipping                   20%                                               15–25%

  Electronics (high-ticket)              20%                                               10–25%

  Beauty                                 15%                                               10–20%

  Pet                                    10%                                               10–15%

  Apparel (own-brand)                    10%                                               10–15%

  Home goods                             10%                                               10–15%

Notes from the field:

        30% is the practical ceiling. We’ve seen 40% reserves on a small number of files but they’re typically a
        stepping-stone toward suspension, not a sustainable state.

        Reserve % rarely decreases without intervention. Among merchants who didn’t escalate, only ~12%
        saw a reserve reduction within 6 months of imposition.
        Reserve and hold are sometimes stacked. Roughly 8% of our reserved-merchant files had a partial hold
        on top of the rolling reserve.

   Trigger frequency in case files
When we open a new file, we run a forensic on what tripped the algorithm. Frequencies below sum to more
than 100% because most cases have multiple triggers.

  TRIGGER                                                                                  % OF CASES

  Chargeback rate above 0.65% (Visa EWP threshold)                                         58%

  Sudden volume spike (3x+ in 30 days)                                                     41%

  Long fulfillment / AliExpress photo signals                                              37%

  Return rate above 5%                                                                     22%

  Customer service ticket volume spike                                                     18%

  MCC mismatch (product vs declared category)                                              14%

  Buyer complaint via Shopify support                                                      12%

  Domain age under 90 days                                                                 11%

  Brand-new LLC / corporate entity                                                         9%

  Negative TrustPilot / BBB signals                                                        7%

Chargeback rate dominates. If we had to give one number to operators: stay below Visa’s EWP threshold
(0.65%) and you remove the single biggest hold trigger.

   Resolution time distribution
The “120-day hold” is the well-known number. What’s less well-understood is how the actual distribution looks
when you factor in the standard payout cycle that follows release.

  PATH                                               MEDIAN RESOLUTION                      RANGE

  Public appeal, self-served                         110 days                               60–180 days

  Lawyer-drafted appeal                              90 days                                45–150 days

  Direct escalation (Unholdr)                        17 days                                7–28 days

  No appeal (wait out 120 days)                      128 days                               122–140 days

The “wait it out” path adds 5–7 business days on top of day 120 because release for processing is not the same
as money in your bank account. We’ve documented files where the actual deposit landed on day 135.

    Need this resolved faster than 120 days? Unholdr is the only company built specifically for
    Shopify Payments holds and Klarna merchant bans. We’ve helped 200+ stores, win 95% of accepted

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   Methodology
Data source. The numbers in this article are aggregated from Unholdr’s internal case management system,
covering ~200 paid engagements between Q1 2024 and Q1 2026. Each case includes the merchant’s Shopify
category, hold/reserve/suspension classification, trigger forensics, appeal history, and resolution outcome.

Sampling caveat. Our caseload is not a representative sample of all Shopify merchants. We see cases that
come to us — meaning merchants who already had a hold or suspension and sought help. The hold rate
estimates in this article are adjusted against rough Shopify category population estimates from publicly
available reports (Marketplace Pulse, BuiltWith) but should be treated as operator estimates, not peer-reviewed
research.

Trigger forensics. Trigger frequencies come from documented Shopify communications received by merchants
(initial hold email, follow-up requests, suspension notices) plus internal data the merchant shared with us
during onboarding (chargeback dashboard exports, payout history).

What we don’t claim. We don’t have access to Shopify’s internal risk model. The frequencies are post-hoc
inference based on the signals Shopify cited in their merchant communications. Some triggers we strongly
suspect (TrustPilot/BBB signals) are reported less often in the official notice but show up in pattern analysis.

   Frequently asked questions

Where does Shopify itself publish hold statistics?
Shopify does not publish merchant hold statistics. The only related public number is the chargeback rate
threshold (1.0% for hard suspension), which Shopify confirms in support documentation. All hold-prevalence
statistics in this article are operator estimates.

How does Unholdr verify these numbers?
We don’t claim peer-reviewed accuracy. The numbers are aggregated from our case management system
across 200+ engagements. We’ve shared the methodology section above so journalists, researchers, and
operators can cite them with appropriate qualifiers.

Are the hold rates growing year over year?
Based on our caseload, yes — modestly. Our 2024 cohort hold rate (across all verticals) ran roughly 5%, our
2025 cohort closer to 6%, and 2026 year-to-date is tracking near 7%. We attribute most of the growth to
dropshipping and AI-generated brand proliferation rather than tightened Shopify policy.

Can I cite these statistics in my own article?

Yes — attribute as “Unholdr internal data, 200+ merchants” and link to this article. We ask that you preserve the
operator-estimate framing rather than presenting the numbers as peer-reviewed.

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