Generate Prompts Faster with Koozee
Koozee uses Gemini to analyze reference images and videos, extracting clothing details, visual styles, shots, and actions to create ready-to-use AI prompts. For video references, it can also organize video scripts and voiceover copy, helping brands and sellers start creating fashion content faster.
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. Analyze composition, camera angle, lighting, background, shooting style, and overall mood, then bring them into the prompt. Keep your new content aligned with the reference and maintain a consistent visual direction across your brand.
Generate AI Prompts and Video Scripts
Turn clothing descriptions, design details, shooting scenes, and visual styles from image references into clear, structured AI prompts for image creation. For video references, Koozee can extract shots, actions, scenes, and content direction to create editable video prompts or scripts. When a video includes spoken content, it can also organize the voiceover copy, saving time on rewriting from scratch.
Create Fashion Content Faster from Any Reference
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 fashion references. Final results still depend on the AI model and generation settings, but clear, structured prompts can provide a more consistent starting point for further creation.
Do I need to write AI prompts or video scripts myself?
No. Upload a reference image or video and Gemini will analyze the visual content to generate an AI prompt. For video references, it can also create video prompts and scripts, and organize voiceover copy when spoken content is included. You can then edit the output to fit your creative needs.
Why use Gemini for image to prompt generation in Koozee?
Koozee goes beyond Gemini-powered prompt generation with a complete AI fashion creation workspace. Whether you start with an image or video, you can generate prompts or scripts and continue creating images, videos, AI try-on visuals, model swaps, scene changes, and more without switching between multiple tools.
Start Creating Fashion Content Faster
Upload fashion references, generate a professional AI prompt, and continue creating fashion visuals in Koozee.