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Choosing the Best Generation Type for Your Needs

The best generation type depends on what you’re trying to produce, who you are, and whether you value speed or creative control most.

Written by Phuong Anh (Sofia)

Content Kit — best for speed & full asset package

Use when: you want multiple assets (product + model + video) fast from one upload

Pros

  • Fastest way to generate a full set of content

  • Optimized workflow (minimal setup needed)

  • Great for launching products quickly

Cons

  • Less customizable

  • Pose library and video prompts are pre-defined (optimized by Dreem for stability across products)

Good fit:

You’re an ecom manager launching new SKUs and need content ready ASAP without manual setup.

Product Shot — best for clean product visuals

Use when: you need clean, consistent product images

Pros

  • Focused on product clarity (great for PDPs)

  • Supports flat lay and invisible mannequin

  • Easy to standardize across large catalogs

Cons

  • No lifestyle or storytelling element

  • Less engaging for social or campaigns

Good fit:

You’re managing a product catalog and need consistent, professional product images.

Virtual Model — best for trends & marketing content

Use when: you want to create styled, on-model visuals quickly

Pros

  • Great for fashion storytelling and styling

  • Lets you react to micro trends quickly

  • No need for real photoshoot (save time & cost)

  • Perfect for seasonal or campaign refresh (e.g. holiday, new collection, sale campaigns)

You can quickly update your product visuals to match:

  • trending style on social

  • a new season (summer / winter)

  • holiday campaigns (Christmas, Back-to-School, etc.)

  • “On Sale” or end-of-season promotions

All without organizing a new photoshoot — you can go live in minutes.

Cons

  • More subjective (depends on styling preference)

  • May require iteration to match brand direction perfectly

Good fit:

  • A marketer refreshing the entire product page for a holiday campaign

  • A stylist adapting products to match a trending outfit style on social

  • A brand team launching a seasonal sale and needing updated visuals instantly

Image-to-Video — best for motion & performance content

Use when: you want to turn images into short video content

Pros

  • Comes with a ready-to-use prompt library (angles, movement, model, etc.)

  • No need to think about prompts from scratch

  • You can still edit existing prompts or create your own style

Cons

  • Less necessary for basic product catalog use

  • Requires more experimentation if you want very specific creative direction

Good fit:

You’re a paid ads or social team needing quick video content for campaigns.

Quick guide

  • Need everything fast → Content Kit

  • Need clean product images → Product Shot

  • Need styled/model content → Virtual Model

  • Need motion/video → Image-to-Video

If you’re unsure, start with Content Kit for speed, then go deeper with other types based on your needs.

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