How can I use AI to create a consistent 'lookbook' style for a new collection?

Quick Answer

Lookbook consistency does not come from prompts. In Nightjar, upload three to five reference images and save them as a custom Photography Style, then lock that Style with a Composition, Fashion Model, and output settings inside a Recipe. Apply the Recipe to every product in the collection so lighting, color, and camera feel hold across the set.

Why prompts alone drift

Typing "cinematic lighting" twice yields two different results. Text prompts are weak as a production system. They are interpreted slightly differently each Generation, which is exactly the source of the lookbook drift.

The ingredient-and-Recipe approach

1. Curate three to five reference images that describe the collection's visual language: lighting direction, color grade, mood, environment.
2. Create a custom Photography Style from those references in your Library.
3. Pair it with a Composition for framing and a Fashion Model when the collection is model-led.
4. Save the full setup as a Recipe with the aspect ratio, resolution, and output format you need.
5. Apply the Recipe to each product in the collection.

The Photography Style controls camera feel, lighting, mood, and color. The Recipe is the scale layer: it saves the entire Create-form setup so the next Generation, weeks or months later, starts from the same direction.

What this preserves

• Lighting direction and quality across products.
• Color temperature and grade.
• Camera language and lens feel.
• Framing and pose discipline through the saved Composition.

The collection reads as one shoot rather than a stitched set of unrelated AI generations.