Return-rate reduction through fit data
Physically measured size charts. Fit guidance in bullets, A+ content, and storefront. Review-mining for sizing patterns fed back into copy and product development.
Industry · Apparel
Amazon and DTC agency for apparel brands.
Variation parents that aggregate reviews, lifestyle creative that drives CTR, return-rate reduction through fit data, and the retention flows apparel actually deserves.
Get a free auditTrusted by apparel and fashion brands
The problem
Apparel has the highest CVR ceiling on Amazon, and the worst typical execution.
Returns 3-5× higher than the marketplace average. Variation parents split across 50 child ASINs with no aggregated reviews. Size charts copied from a wholesale spec sheet that doesn't match what's actually in the bag. Lifestyle imagery that's a model in a studio instead of the product in use. Every one of these is a fix.
- Variation parents split into separate listings per color, killing review aggregation
- Size chart pulled from manufacturer spec instead of physical measurement
- Lifestyle imagery limited to one body type and one setting
- Bullets focused on materials without addressing the top fit objection
- No video creative, missing the highest-CTR Sponsored Brands inventory
- Returns hitting 25%+ with no review-mining to identify sizing pattern
Our approach
Variation correctness, lifestyle creative, return-rate reduction.
Apparel CVR and return rate move on the same levers. Better imagery, better fit data, and better variation structure improve both at once.
01
Variation parents that aggregate reviews
Size and color as variation themes. Deep child SKU structure. Review aggregation across the parent. Variation expansion done through flat files without breaking review history.
02
Lifestyle creative as the conversion lever
On-model imagery across body types and use cases. Sponsored Brands video produced in cycles tied to seasonal launches. UGC roster for DTC paid social and TikTok.
03
What you get
What we deliver for apparel brands.
- Variation parent audit and rebuild
- Size chart rebuild from physical measurement
- Lifestyle photography direction across body types
- Sponsored Brands video production
- Amazon Fashion / Premium Storefront enrollment
- Try Before You Buy program management where eligible
- Catalog ads on Meta and DSP for retargeting
- Klaviyo flows: cart abandon, browse abandon, new collection
- UGC sourcing for paid social and TikTok
- Review-mining for sizing patterns and return reasons
- Returns dashboard with SKU-level reason codes
- Seasonal launch calendar coordinated across Amazon and DTC
How we work
How we engage with apparel brands.
Month 1
Foundation
Variations, size charts, and review aggregation first.
- Variation parent audit and rebuild
- Physical size chart measurement
- Lifestyle photography brief
- Returns reason-code dashboard live
- First Sponsored Brands video brief
Months 2-3
Scale creative & retention
Paid scaled with strong creative, retention flows live.
- Sponsored Brands video and Catalog ads live
- Meta and TikTok prospecting with UGC
- Klaviyo flows built
- Try Before You Buy enrollment
- First geo holdout test
Ongoing
Compound
Seasonal launches, retention, and global expansion.
- Seasonal launch calendar managed
- UGC roster maintained and refreshed
- International marketplace expansion
- LTV cohort analysis
- Strategy review
FAQ
Questions buyers actually ask.
What's different about apparel on Amazon vs other categories?+
Variation parents are everything, size and color must be structured correctly or you split reviews across 50 child ASINs. Returns are 3-5× higher than other categories, so margin and inventory planning need to assume it. And size charts, fit guides, and lifestyle imagery drive conversion more than copy does.
How do I handle high return rates on Amazon?+
Returns are unavoidable in apparel, but they're reducible. We focus on: accurate size charts with photo-validated measurements, lifestyle imagery on real people of varied body types, fit guidance in bullets and A+ content, and review-mining for sizing pattern data (runs small, runs large, true to size).
Should apparel brands use Sponsored Brands video?+
Yes, video is the highest-CTR ad type for apparel by a wide margin. Lifestyle and on-model video outperforms product-only footage. We produce video in cycles tied to seasonal launches and reuse across Sponsored Brands, Sponsored Display, and DSP.
What's the right variation parent structure for apparel?+
Size and color as variation themes. Avoid splitting into separate parents per pattern unless they're functionally different products. Single parent with deep child SKUs maximizes review aggregation and reduces ad-spend cannibalization.
How does paid social work for apparel?+
Creative-led, heavily UGC-driven. Meta and TikTok prospecting on broad audiences with strong on-model content. Catalog ads for retargeting. Retention through Klaviyo with abandoned-cart, browse-abandon, and new-collection campaigns. Apparel is one of the highest-LTV DTC categories when retention is run properly.
Do you handle the Amazon Fashion / Amazon Style program?+
Yes. We manage Amazon Fashion enrollment, Premium Brand Storefronts, and the Try Before You Buy program where eligible. Amazon's fashion-specific surfaces have meaningfully better conversion than the standard PDP for brands that qualify.
Run an apparel brand?
We operate apparel on Amazon and DTC at every scale. Send us your top 10 SKUs and DTC site. We'll audit variations, returns, creative, and retention and send back a written plan.
Get a free audit