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Chargeback rates by industry 2026 — which verticals get hit hardest

Chargeback rates vary 10x across ecommerce verticals. Understanding where you sit on the spectrum determines whether you're under-invested in prevention.

Published August 12, 2026 · 6 min read
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Chargeback rates range from 0.2% (grocery) to 3–5% (adult content). Verticals in the middle: DTC apparel 0.6–1.0%, electronics 0.8–1.2%, SaaS 0.5–0.9%. High-risk verticals (travel, adult, digital goods, gambling) face 2–5x industry-average rates due to friendly fraud and cancellation disputes. Understanding your vertical baseline determines whether you're normal, elevated, or approaching VDMP/ECM thresholds.

Vertical chargeback rate baselines

Industry-average chargeback rates by ecommerce vertical (sourced from MRC Global Fraud Survey 2024 + Aurai book):

VerticalChargeback ratePrimary driver
Grocery / consumables0.15–0.30%Low friendly fraud (recurring low-AOV)
Books / media0.20–0.40%Low-AOV; few disputes
Home goods0.40–0.60%Physical, trackable
DTC apparel0.60–1.00%Sizing disputes
Beauty / cosmetics0.50–0.80%Return-policy disputes
Electronics0.80–1.20%High-value + friendly fraud
SaaS0.50–0.90%Subscription cancellation
Food delivery / meal kits0.90–1.40%Non-arrival disputes
Travel / hospitality1.50–2.50%Cancellation + refund disputes
Digital goods (non-SaaS)1.20–2.00%Access disputes, friendly fraud
Adult content3.00–5.00%Highest friendly fraud rate
Gambling2.50–4.50%Chargeback abuse

Card networks classify travel, digital, adult, and gambling as "high-risk" MCCs. These merchants often face additional acquirer scrutiny and higher processor fees.

Why high-risk verticals face higher rates

Travel/hospitality: cancellation disputes + weather cancellations + non-refundable bookings customers regret.

Digital goods: no delivery proof; friendly fraud on "I didn't get access."

Adult content: extremely high friendly fraud — cardholders don't want the charge visible on their statements.

Gambling: deliberate abuse; some cardholders dispute losses.

Common thread: friendly fraud amplifies as the product becomes less tangible or less socially acceptable to admit purchasing.

Why low-risk verticals stay low

Grocery / consumables: recurring low-AOV; customers don't dispute $8 charges. Also Instacart/DoorDash absorb many disputes at the platform level.

Books / media: low AOV, low friendly fraud. Digital books have some access-dispute risk but volume is low.

Home goods: physical, trackable, AVS-verified. Delivery proof is decisive.

What your chargeback rate means

Compare your rate to your vertical baseline:

  • Below baseline — well-managed. Continue what you're doing.
  • At baseline — normal. Prevention still pays off but not urgent.
  • 1.5x baseline — investigate. Descriptor issues? Cancellation UX?
  • 2x+ baseline — actively address. You're likely approaching VDMP/ECM thresholds.
  • 3x+ baseline — emergency. Automate prevention (alerts, 3DS routing) + representment immediately.

Submitting to VDMP means per-chargeback fees + remediation plan + acquirer scrutiny. Excessive-tier means reserve requirements + termination risk.

Frequently asked questions

What's a normal chargeback rate?

Depends on vertical. Grocery is 0.15–0.30%. Apparel is 0.60–1.00%. Travel is 1.50–2.50%. Adult content is 3.00–5.00%.

When should I worry about my chargeback rate?

When you exceed 1.5x your vertical baseline OR approach [VDMP/ECM thresholds](/blog/chargeback-rate-thresholds-vdmp-ecm) (Visa 0.9%, Mastercard 1.5%).

Why do high-risk verticals face higher rates?

Friendly fraud amplifies as the product becomes less tangible (digital, access) or less socially acceptable to admit purchasing (adult, gambling).

Post reflects public documentation, industry surveys, and Aurai's own book of disputes as of the publish date. Visa, Mastercard, American Express, Discover, Stripe, PayPal, and Shopify are trademarks of their respective owners; Aurai is independent and not endorsed by any of them. Network rules change — always verify current official rules before acting on any specific tactic.

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