Cutting your return rate: which product page gaps trigger returns

According to the 2025 returns report from the US National Retail Federation (NRF), 19.3% of online sales are sent back; including in-store sales, the rate is 15.8%. Roughly one in five products sold online comes back. Some of those returns are unavoidable, but a large share comes from a question the shopper couldn't answer before buying: Will this size fit me? What does the fabric feel like? How big is it really? You can cut return costs on the product page, not just in logistics.

1. Measure return reasons per product first

Shopify's returns guide recommends tracking return reasons by SKU: size and fit issues, descriptions or images that don't match the product, transit damage, manufacturing defects and change of mind. Without that split you can't tell what to fix on the product page.

• Make the return reason a required, multiple-choice field; a free-text box alone can't be analysed.
• List your 20 most-returned products separately. Most of the return load usually sits in a handful of items.
• If the same product keeps coming back as "didn't fit", the problem isn't the customer; it's the size information on the page.

2. Size charts: having one isn't enough; it has to be in the right place and measurable

In a 6,000-person global survey cited by Shopify, 61% of respondents said they had returned apparel because it didn't fit. Baymard Institute's testing of apparel sites found that 83% of desktop sites don't provide sufficient size information. The most common mistakes:

• The size guide link sits at the bottom of the page or in a tab instead of right next to the size selector.
• The chart only lists S/M/L, with no chest, waist and length measurements in centimetres or inches.
• There are no instructions on how to measure, so shoppers can't compare their own measurements with the chart.
• The model's height and size worn are missing. "Model is 1.78 m and wears size M" answers most questions on its own.
• Every product gets the same generic chart; a slim-fit shirt and an oversized sweatshirt can't share one table.

Practical tip: add a fit note to your most-returned products, such as "runs small, we recommend sizing up". That information is usually already in customer reviews; you just need to move it to the top of the page.

3. Images should show real size and texture

"Not what I expected" returns usually start with the images. Baymard's product page research, updated in 2026, found that 37% of sites don't show any in-scale image of the product next to a person or an object of known size. For wearable products, 23% of sites don't show the item on a model.

• Show the product in a hand, on a table or on a person in at least one image; a bag alone on a white background says nothing about its size.
• Add close-ups of fabric and surfaces. If colour mismatch drives returns, add a photo taken in daylight.
• Make customer photos in reviews easy to browse; shoppers trust real-user photos more than studio shots.

4. Don't leave out dimensions, weight and materials

Shopify recommends that every product page include weight, dimensions, materials and a link to the returns policy. In home goods, accessories and electronics, the cheapest way to prevent "smaller than I expected" returns is to state the dimensions plainly. Marketing copy comes second; the shopper first wants to know whether it will fit their home, their bag or their feet.

5. Don't hide returns information on the product page

It sounds counter-intuitive, but making return terms visible doesn't increase returns; it protects the sale. According to Baymard, 44% of sites don't show or link to the returns policy on the product page, and testing showed users actively look for it, especially on expensive items. In the NRF report, 82% of consumers also name free returns as a major factor when shopping. A single line is enough: "Free returns within 14 days" with a link to the details.

Making returns harder doesn't reduce returns; it reduces sales. What reduces returns is shoppers picking the right product the first time.

The practical takeaway

To lower your return rate, start by measuring: identify your most-returned products and why they come back. Then fix three things on those pages: a size chart with real measurements and a fit note next to the size selector, at least one image that shows the product's real size, and clearly stated dimensions and materials. These changes rarely need a new app or software; they're a few days' work for a content team.