Foundation · 2 min
What you need to know
How much do ecommerce returns actually cost?
Calculate returns from the store’s own data. Include outbound and return shipping, handling, support, payment effects, lost product value, disposal and recovered resale value.
What is the true cost of a product return?
True return cost equals the refund and all handling costs minus value recovered from resale, repair, carrier claim or supplier credit. Calculate it at both order and item level.
How should return cost be included in product profitability?
Allocate expected return cost to the product or cohort using actual return rate and average net cost. Keep it separate from revenue so high sales do not hide poor margin.
Which products have the highest return rates?
Identify them from product-level data rather than relying on an industry list. Apparel sizing, fragile goods and products with unclear expectations often need closer review.
Why do some products get returned more than others?
High returns may come from fit, quality, damage, misleading descriptions, wrong picks, buyer intent, or policy abuse. Compare reasons with product, supplier and fulfillment data.
How can better product information reduce returns?
Add accurate dimensions, materials, compatibility, care, included items and limitations where customers currently guess. Track whether expectation-related return reasons decline.
Can better sizing information reduce returns?
Yes. Use clear measurements, fit instructions, model context and consistent variant data, then learn from the reasons customers choose “too small” or “too large.”
How can product images reduce expectation mismatch?
Show scale, color context, packaging, included parts and multiple useful angles. Images should set accurate expectations rather than hiding flaws or exaggerating sizes.
Foundation · 2 min
Frequently asked questions
Is refund amount the same as return cost?
No. Some refunded value may be recovered through resale, while shipping, labor, damage and service work add costs beyond the refund.
Should high-return products be removed?
Not immediately. First separate fit, description, damage, quality, fraud and customer-segment causes, then test the appropriate fix.