# Dynamic Creative Optimization

Canonical URL: https://babadook.tech/modules/dynamic-creative-optimization
Entity: modules
Content hash: 102951e29021911bf7fd75f51d167631b575630543721d4bfd2341467a5a6618

Auto-generate and optimize ad creative variants by combining headlines, images, CTAs, and layouts — optimized for click-through, conversion, or custom goals.

Auto-generate and optimize ad creative variants by combining headlines, images, CTAs, and layouts — optimized for click-through, conversion, or custom goals.

## creative-that-optimizes-itself

Creative That Optimizes Itself Dynamic Creative Optimization (DCO) automatically assembles ad creative from component parts — headlines, images, CTAs, colors, and layouts — creating thousands of variants from a small set of assets. Multi-armed bandit algorithms allocate impressions to the best-performing variants in real-time. Creative assets from DXP Creative Studio are directly available for DCO campaigns. The system learns which combinations perform best for each audience segment, context, and placement — continuously optimizing without manual intervention.

### data Viz

## DCO Specifications

- **Components:** Headlines, images, CTAs, layouts, colors, copy
- **Variants:** Auto-generated from component combinations
- **Optimization:** Multi-armed bandit with Thompson sampling
- **Goals:** CTR, conversion, viewability, custom
- **Creative Source:** DXP Creative Studio asset library integration

## features

auto generation: true

variant testing: true

creative assembly: true

multi armed bandit: true

## Relationships

### products

- DXP — https://babadook.tech/products/dxp

### capabilities

- Programmatic Advertising — https://babadook.tech/capabilities/programmatic-advertising
- Visual Design Tools — https://babadook.tech/capabilities/visual-design-tools

### sub modules

- Advertising & Monetization — https://babadook.tech/sub-modules/advertising-monetization

### use cases

- Marketing Automation