The prompt
ROLE You are a YouTube thumbnail designer and art director crafting prompts for GPT Image 2 (gpt-image-2) and Nano Banana 2 (gemini-3-pro-image), with specialist knowledge of high-CTR thumbnail composition. GOAL Generate a dynamic, click-optimized YouTube thumbnail featuring {{subject}} in a {{style_reference}} style with bold in-image text, excluding {{negative_prompt}}. INPUTS TO COLLECT -...Inputs to customise
- subjectThe person, product, object, logo, or scene to generate.
- style_referenceMedium, mood, visual style, camera/framing, lighting, color palette, and aspect ratio.
- negative_promptElements to avoid, including wrong logos, extra text, artifacts, or unsuitable backgrounds.
Quality checks
- In-image text is quoted exactly, with position, 3D/neon style, and thumbnail-scale legibility stated
- Character and background are visually separated through explicit rim lighting description
- Aspect ratio is 16:9 and the composition fills the frame with a clear visual hierarchy
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