Archives: Client Cases

  • Building Ingredient Transparency at Scale for FragranceNet.com

    Building Ingredient Transparency at Scale for FragranceNet.com

    Challenge FragranceNet.com needed a scalable way to provide clean, structured ingredient information across a large and diverse beauty inventory, including 25,000 fragrance SKUs, 3,100 makeup SKUs, 8,700 skin care SKUs and 4,500 hair care SKUs. The initiative addressed several strategic goals simultaneously: increasing ingredient transparency for customers, enabling ingredient-forward product discovery, improving findability in LLM-driven…

  • Justmylook.com Elevates Trust and Transparency with Inference Beauty

    Justmylook.com Elevates Trust and Transparency with Inference Beauty

    Challenge Justmylook, a leading UK-based beauty retailer, faced a growing demand from its digitally savvy customer base for greater clarity on product ingredients and brand claims. Consumers increasingly expected detailed, easy-to-understand information about what they were applying to their skin—especially in an era dominated by ingredient-conscious shopping, and fragrance sensitivities. With 42% of consumers stating…

  • Douglas launches clean beauty concept

    Douglas launches clean beauty concept

    Challenge Douglas, a leading retailer in the European beauty industry, recognized the need to discover fresh, forward-thinking beauty brands and retail technologies that would redefine customer engagement. To address this, they launched the #FORWARDBEAUTYChallenge, aiming to scout out the most innovative beauty start-ups and technologies. The challenge attracted over 100 applications from beauty entrepreneurs across…

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