The archive of case studies, blogs and whitepapers which support your ecommerce growth.
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How SEEN used Tangent's AI-powered hair quiz to drive strong first-time customer acquisition, with a 56.7% AOV uplift on recommended orders and 65% quiz completion.

Most beauty personalization content stops at the recommendation. See what happens after it, the questions that stall a purchase, and how an AI shopping assistant, shopper insights dashboard, and segmented Klaviyo flows can support stronger conversion.
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A hair quiz alone drove 17% of revenue and 21% higher AOV for one haircare brand. See what that data actually proves, and where AI-powered visual analysis adds to it, curl pattern and texture a photo can catch, porosity and scalp history that still need the right questions.

Beauty has the lowest return rate in ecommerce, but that number hides the real cost of a mismatched recommendation. See how return rates vary by product category, and how AI skin and hair analysis catches a bad match before and after the sale.

How Umberto Giannini used Tangent's AI-powered curl quiz to drive 16.5% of all store orders, with 83% quiz completion, 92% first-time customers, and an 18.5% AOV uplift.

More shoppers are using AI to research beauty products. Learn what influences visibility in ChatGPT, Perplexity and Google AI Mode, and what Shopify beauty brands can do about it.

Learn how Kiwabi used Tangent AI's guided hair quiz to drive 102% AOV uplift on recommended orders, 97% recommendation-driven purchases, and 61.5% quiz completion rate.

Learn how Olaplex deployed a single guided quiz across the UK, US and Australia, driving 48% higher AOV, 88% first-time customer orders, and a 70% quiz completion rate.