Angadi Labs Blog
Field Notes
Practical guides on average order value, complete-the-look merchandising, and outfit recommendations for Shopify fashion brands.
Angadi vs Stylitics: The Enterprise Outfit-Merchandising Stack, Made Accessible for Shopify
Stylitics proved each piece of the outfit-merchandising stack works. Here is what it does, why it matters, and the part a small Shopify brand can run with Angadi.
Read article →Stylitics for Shopify: What It Costs and the Best Alternatives
What Stylitics costs, why it is enterprise-only on Shopify, and the accessible outfit-merchandising alternatives for small D2C brands.
Read article →What Actually Causes Fashion Returns (and What You Can Fix)
Fashion returns split into three causes: fit, logistics, and style-regret. Only one of them is something outfit merchandising can fix. Here's how to tell them apart and spend on the right lever.
Read article →Best AI Complete the Look & Outfit Merchandising Apps for Shopify (2026)
A fair, up-to-date comparison of the best AI Complete the Look and outfit merchandising apps for Shopify fashion brands, covering AI outfitting, manual lookbooks, and recommendation engines.
Read article →Complete the Look vs Frequently Bought Together: Which Drives More Fashion Revenue?
Both recommendation widgets grow the basket. Here is how to tell which one will actually earn more on your fashion store, based on your catalog and your data.
Read article →How to Increase Average Order Value for a Fashion Store (Without Discounting)
Most fashion orders contain under two items. Learn seven ways to raise average order value without discounting, by selling the whole outfit.
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