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Knowledge Centre

Insights on fashion returns, fit technology, and conversion.

Field-tested writing for ecommerce, merchandising and ops leaders at online fashion brands.

Top virtual try-on tools for UK ecommerce in 2026

27 July 2026 · 5 min read

Top virtual try-on tools for UK ecommerce in 2026

Discover the top virtual try-on tools for UK ecommerce in 2026. Boost conversions and reduce returns with these innovative solutions.

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Denim fit guide for UK Shopify merchants

26 July 2026 · 5 min read

Denim fit guide for UK Shopify merchants

Unlock the secrets to perfect denim fit with our guide. Standardize measurements, enhance virtual try-ons, and reduce returns!

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Server-side tracking for Shopify: a UK fashion brand guide

25 July 2026 · 5 min read

Server-side tracking for Shopify: a UK fashion brand guide

Boost your Shopify store with server-side tracking. Recover lost conversions, improve speed, and enforce consent effectively. Learn how!

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AI virtual try-on for retailers: reduce returns and boost conversion

24 July 2026 · 5 min read

AI virtual try-on for retailers: reduce returns and boost conversion

Discover how AI virtual try-on helps retailers reduce returns and boost conversions. Transform shopping with photorealistic garment previews!

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Auth Local

23 July 2026 · 5 min read

Auth Local

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Test

23 July 2026 · 5 min read

Test

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Body measurements from photo: a practical guide for UK fashion retailers

23 July 2026 · 5 min read

Body measurements from photo: a practical guide for UK fashion retailers

Unlock accurate body measurements from photo with AI for UK fashion retailers. Discover how to reduce returns and improve fit now!

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How Body Measurement AI Works — And Why It's Better Than Purchase History

29 January 1970 · 7 min read

How Body Measurement AI Works — And Why It's Better Than Purchase History

Purchase history asks what someone bought. Body measurement AI asks what fits their actual body today. Here's how it works.

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Virtual Try-On vs Size Guides: Why Size Guides Don't Work — And What Does

22 January 1970 · 6 min read

Virtual Try-On vs Size Guides: Why Size Guides Don't Work — And What Does

Size guides answer a measurement question. Customers are asking a fit and appearance question. That's why size guides haven't moved the needle on returns.

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The Hidden Cost of a Fashion Return: Why £25 Per Item Is Just the Start

15 January 1970 · 6 min read

The Hidden Cost of a Fashion Return: Why £25 Per Item Is Just the Start

Direct costs are only half the picture. The real cost of a fit-related return, including LTV erosion and bracket buying, is £40–£80 per item.

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How Inditex Spent €1.8bn on the Problem Every Mid-Market Brand Has

8 January 1970 · 5 min read

How Inditex Spent €1.8bn on the Problem Every Mid-Market Brand Has

Inditex spent €1.8bn on technology in 2025 to solve fit. The same model class is now available to mid-market brands for £99/month.

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Why 72% of Fashion Returns Are Fit Problems — And What to Do About It

1 January 1970 · 5 min read

Why 72% of Fashion Returns Are Fit Problems — And What to Do About It

Returns are eating fashion margins. The majority aren't preference problems — they're fit problems. Here's what actually reduces them.

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