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Apparel & Accessories

Sizing is the whole problem. Returns are the whole cost.

Clothing sells on how it looks and fails on how it fits. The site's job is to close that gap before checkout, because every guess that's wrong comes back as a return you pay for twice.

What usually goes wrong

Generic size charts, no real photography on a body, and a return rate that eats the margin on every sale that doesn't fit. Customers order two sizes to be sure, keep one, and the shipping both ways was never priced in.

What we build

The core of a apparel & accessories build

Size guidance that actually helps

Charts tied to real measurements, not just S/M/L, plus fit notes per product — runs small, true to size, stretchy.

Variants that behave

Colour and size selected together, stock tracked per combination, so nobody orders a size that is already gone.

Photography that shows fit

On a body, not just flat lay. This is the single biggest lever on return rate in apparel.

Returns handled without a fight

A clear policy and an easy process — in apparel, a smooth return is what earns the next order.

Worth considering

Add-ons that actually move the needle here

Not everything on this list will fit you. The plan decides which ones do.

01

Size recommendation quiz

A short quiz suggesting a size based on fit preference and body measurements. Cuts return rate more than almost any other single change.

02

Abandoned cart recovery

Apparel carts abandon at checkout more than most categories, usually over sizing doubt. Automated recovery emails claw back a meaningful share.

03

Loyalty and repeat purchase

Apparel customers who buy once often buy seasonally. A simple rewards mechanic keeps them coming back rather than starting over with a search each season.

04

User-generated content on product pages

Customer photos wearing the item build trust that studio photography alone cannot — seeing it on a real body answers the fit question directly.

Step 3 of 3

Now let's build your plan.

A few more questions about how you actually run things, then we'll put together what we'd do and what it would take. Free, and yours to keep either way.

Start planning →

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