The 8 fault categories every Shopify brand should be tracking
If your warranty data isn't structured from the first submission, you can't compute on it. Here are eight fault categories that work across apparel, footwear, and hard goods — and why 'quality issue' isn't one of them.
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The most expensive words in warranty data are 'quality issue' and 'defective.' They mean everything and nothing. Product teams can't query them. Manufacturers can't act on them. And support agents interpret them five different ways.
Eight categories that actually work
- Material failure — fabric, leather, coating, or compound breaking down under expected use
- Stitching / seam failure — construction coming apart at joins
- Hardware failure — zips, buckles, snaps, magnets, ports
- Fit / tolerance — out-of-spec dimensions affecting function (not buyer's remorse sizing)
- Finish defect — colour, print, surface treatment
- Assembly error — wrong component, missing part, reversed orientation
- Premature wear — wearing faster than reasonable for category and use
- DOA / won't function — dead on arrival or fails immediately
Customers self-select from a list you define. Agents review evidence against the same taxonomy. Product filters fault rates by category and SKU. That's the loop.
Stop drowning in warranty tickets
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