Clothing is one of the hardest categories to run profitably on Amazon. Return rates run about double the platform average, and since 2026 a high return rate can show a public warning badge to shoppers before they buy. ScaleLoom is an Amazon clothing agency built to protect your margin. We reduce returns through better listings, fix your size and variation setup, and scale the styles that sell.
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Major year-to-date sales increase in the first year of working with My Amazon Guy.
Clothing has the highest return rates of almost any category on Amazon, and in 2026 those returns come with new costs and a public penalty. Shoppers cannot try the item on, sizing is subjective, and any gap between the page and the product turns into a refund. These are the three problems we see most.
Apparel returns run roughly double the Amazon average, and most come from fit and expectation gaps. Since February 2026, a listing with a high return rate can show a frequently returned item badge to shoppers before they buy, and it applies automatically with no appeal.
Amazon now charges returns processing fees on apparel and footwear whose return rates run above the category threshold. Combined with rising fulfillment fees, a high return rate hits your profit directly, not just your ratings.
Apparel that does not meet Amazon’s size attribute standards can be suppressed and hard for shoppers to find. And piling every possible size and color into one messy family often confuses buyers and increases returns instead of reducing them.
From return reduction to conversion, our strategy protects your margin in a category where the page has to do the work the fitting room used to do.
We write specific fit, fabric, and measurement detail that gives shoppers a clear picture, which lowers the fit and expectation gaps that drive most apparel returns.
We bring your size attributes in line with Amazon’s standards and organize variations so listings stay visible and shoppers can choose with confidence.
We design image stacks with multi angle and model context, plus A Plus content and size guidance, so buyers know exactly what they are getting before they order.
We build and manage Sponsored Products, Sponsored Brands, and Sponsored Display campaigns around buyer intent, then manage bids daily to lower TACoS while return costs press on margin.
We rank your listings for the terms shoppers search, using Amazon’s full apparel title length and backend fields to capture more qualified traffic.
We monitor your return rate against category thresholds in Voice of the Customer, fix the products at risk before a badge hits, and use recovery paths like FBA Grade and Resell where they fit.
The clothing category on Amazon is competitive and unforgiving on margin. Return rates are high, fees keep rising, and a single warning badge can cut a listing’s conversion. Our Amazon specialists carry that complexity for you, so you can focus on your designs and your brand.
You work with a team that understands apparel on Amazon specifically, from size standards to return economics, not a generalist treating clothing like any other product. We manage the daily work, protect your account health, and scale the styles that earn it.
Clothing also runs on seasons and on trust. Demand for many styles concentrates into a few months of the year, so inventory timing matters as much as the listing itself, and orders often need to be placed months before the peak arrives. We help you plan for those windows and build the fit confidence that keeps buyers, because in apparel the brands that grow are the ones customers do not have to return.
Studies put average online apparel return rates in the United States between roughly 21 and 24 percent, with some brands well above that, far higher than most other categories. On Amazon, reducing returns often delivers a better return on effort than chasing more traffic, because it protects margin and rank at the same time. Since fees and a public return badge now ride on those numbers, lowering returns is one of the most direct ways to protect profit in the category.
We close the gap between the page and the product. That means specific fit and fabric language, real garment measurements, model and size context in the images, and clear size guidance, so fewer buyers are surprised when the item arrives.
Since February 2026, Amazon can attach a frequently returned item badge to a product whose return rate runs above the category threshold, and shoppers see it before they buy. We watch your return rate in Voice of the Customer and fix at risk products early so the badge does not hit.
Yes. We bring your size attributes and variations in line with Amazon’s apparel standards so your listings stay visible and shoppers can find and choose the right option.
Yes. Advertising a listing with a high return rate just pays to lose money on refunds. We reduce returns and sharpen the listing first, then scale advertising on the styles that convert profitably.
We review your listings, size and variation setup, return rate, advertising, and account health, then show you the specific gaps holding your brand back and the quickest wins available. There is no cost and no obligation.
