Generate Prompts Faster with Koozee
Koozee uses Gemini to analyze reference images, extract clothing details, composition, lighting, backgrounds, and visual style, then turn them into clear, editable AI prompts for faster fashion content creation.
Capture Every Clothing Detail
Automatically identify the garment’s silhouette, cut, fabric, texture, color, pattern, neckline, buttons, pockets, and more. Koozee turns these details into structured AI prompts that stay close to the original design, making it easier to refine and expand your next creation.
Understand the Full Visual Style
Go beyond the clothing. Koozee analyzes composition, camera angle, lighting, background, shooting style, and overall mood from the reference image, then brings these elements into the prompt. Create new content that stays close to the original visual direction and maintains a consistent brand style.
Generate Clear, Editable AI Prompts
Turn clothing descriptions, design details, shooting scenes, and visual styles from reference images into clear, structured AI prompts. Use them directly in AI creation tools or edit the details to explore different garments, scenes, and creative directions.
Create Fashion Content Faster from Reference Images
Turn High-Performing Visuals into Reusable Prompts
Break down winning or competitor visuals into editable AI prompts. Keep the overall visual direction while changing the clothing, scene, or creative concept to produce content that fits your brand and keeps your visual identity consistent.
Start with a Prompt, Finish the Full Fashion Workflow
Frequently Asked Questions
What is Koozee’s image to prompt generator?
How does AI prompt generation help create fashion content?
Well-structured AI prompts help models better understand clothing details, visual style, and shooting requirements. This makes it easier to create product images, model images, videos, and marketing assets that match your creative direction. It also reduces repetitive prompt adjustments and helps teams maintain a consistent visual style.
How accurate are the generated AI prompts?
Koozee combines clothing details, visual style, and shooting information to create a more complete description of the reference image. Final results still depend on the AI model and generation settings, but clear, structured prompts provide a stronger starting point for more consistent creation.
Do I need to know how to write AI prompts?
No. Upload a reference image and Gemini will analyze the clothing and visual details to generate an AI prompt automatically. You can then edit the prompt to match your creative needs, whether you are new to AI creation or already experienced with it.
Why use Gemini for image to prompt generation in Koozee?
Koozee goes beyond Gemini-powered image to prompt generation with a complete AI fashion creation workspace. After generating a prompt from your reference image, you can continue creating images and videos, AI try-on visuals, model swaps, scene changes, and more without switching between multiple tools.
Start Creating Fashion Content Faster
Upload a reference image, generate a professional AI prompt, and continue creating fashion visuals in Koozee.