# E-commerce Articles | Vitra.ai

> E-commerce articles, guides, and insights from the Vitra.ai blog.

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# E-commerce Articles

[AI Fashion Model Images for E-commerceOn-model fashion images without booking a shoot: what generated models do well, where fit accuracy breaks, and what to disclose before the images go live.](https://www.vitra.ai/e-commerce/ai-fashion-model-images)

[Samhitha J Bhatt](https://www.vitra.ai/author/samhitha) · Aug 17, 2026

[E-commerce](https://www.vitra.ai/tags/e-commerce)

[AI for E-commerce: Where It Pays and Where It FailsE-commerce catalogues change faster than any translation cycle. AI pays on the surfaces that churn and disappoints on the ones that convert as well.](https://www.vitra.ai/e-commerce/ai-for-e-commerce)

[Samhitha J Bhatt](https://www.vitra.ai/author/samhitha) · Aug 17, 2026

[E-commerce](https://www.vitra.ai/tags/e-commerce)

[AI Product Photography: What It ReplacesAI product photography replaces colourways, backgrounds and crops, not the first capture of a new material. Where the line sits, and what it costs.](https://www.vitra.ai/e-commerce/ai-product-photography)

[Samhitha J Bhatt](https://www.vitra.ai/author/samhitha) · Aug 17, 2026

[E-commerce](https://www.vitra.ai/tags/e-commerce)

[Amazon A+ Content Translation for Every MarketA+ content keeps its words inside images, so translating it means re-rendering. What travels between marketplaces, what gets rebuilt, and in what order.](https://www.vitra.ai/e-commerce/amazon-a-plus-content-translation)

[Samhitha J Bhatt](https://www.vitra.ai/author/samhitha) · Aug 17, 2026

[E-commerce](https://www.vitra.ai/tags/e-commerce)

[Amazon Product Image Requirements, Met at ScaleAmazon's main image rules in one place - white background, frame fill, zoom resolution, no added text - and how to hold them across a whole catalogue.](https://www.vitra.ai/e-commerce/amazon-product-image-requirements)

[Samhitha J Bhatt](https://www.vitra.ai/author/samhitha) · Aug 17, 2026

[E-commerce](https://www.vitra.ai/tags/e-commerce)

[Bulk Product Image Resizing for Every ChannelOne product image has to become a dozen shapes. Why a plain resize crops the product out, and how recomposition keeps the subject framed everywhere.](https://www.vitra.ai/e-commerce/bulk-product-image-resizing)

[Samhitha J Bhatt](https://www.vitra.ai/author/samhitha) · Aug 17, 2026

[E-commerce](https://www.vitra.ai/tags/e-commerce)

[E-commerce Ad Creative Generation at ScalePerformance marketing runs out of creative before it runs out of budget. How to generate testable variants per audience, placement and market safely.](https://www.vitra.ai/e-commerce/ecommerce-ad-creative-generation)

[Samhitha J Bhatt](https://www.vitra.ai/author/samhitha) · Aug 17, 2026

[E-commerce](https://www.vitra.ai/tags/e-commerce)

[Ghost Mannequin Images Without a PhotoshootGhost mannequin images show garment shape with no model visible. How the composite is normally built, and which half of it generation actually replaces.](https://www.vitra.ai/e-commerce/ghost-mannequin-images)

[Samhitha J Bhatt](https://www.vitra.ai/author/samhitha) · Aug 17, 2026

[E-commerce](https://www.vitra.ai/tags/e-commerce)

[PDP Image Creation: Every Shot a Listing NeedsThe six image slots a product detail page needs, what each one is for, and which of them can be produced from a single capture rather than a second shoot.](https://www.vitra.ai/e-commerce/pdp-image-creation)

[Samhitha J Bhatt](https://www.vitra.ai/author/samhitha) · Aug 17, 2026

[E-commerce](https://www.vitra.ai/tags/e-commerce)