# Product content & imagery at scale: AI use case

> Generate descriptions, attributes and lifestyle images for thousands of SKUs. Retail & E-commerce.

Source: https://aibyos.com/use-cases/product-content

Retail & E-commerce

# Product content & imagery at scale

Generate descriptions, attributes and lifestyle images for thousands of SKUs.

[Discuss this use case](https://aibyos.com/contact)

## How we approach it

1.  Attribute extraction from supplier data and photos
2.  Descriptions in your brand voice and multiple languages
3.  Brand-tuned image generation with human approval

## How success is measured

Time to list a product, content approval rate, SEO traffic.

## Capabilities involved

[◐ Image & Vision Models](https://aibyos.com/services/vision)[⚙ Fine-tuning & Model Customization](https://aibyos.com/services/fine-tuning)[❖ LLM Applications & Copilots](https://aibyos.com/services/llm-apps)

## Industry

Retail & E-commerce

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