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Consistent AI image generation style

  • July 31, 2025
  • 2 replies
  • 241 views
Joao Martins

I’m trying to generate illustrations for a website. After creating one illustration and fine tuning it’s style, I’d like to create more illustrations in the same style. Unfortunately, repeating the prompt has led to new, inconsistent styles. Is there a way to create multiple illustrations using a consistent style?

2 replies

Achmad Alimin
  • Achmad Alimin
  • New Participant
  • 5 replies
  • August 14, 2025

Great question! Style consistency is one of the biggest challenges with AI image generation. Here's what I've learned works best for maintaining consistent styles across multiple illustrations:

For better consistency with any AI tool:

  1. Create a detailed style prompt template: Instead of just describing the subject, include specific style elements like "flat design illustration, pastel color palette, minimal shadows, geometric shapes, clean lines"
  2. Use reference style keywords: Terms like "in the style of [specific art movement]" or "corporate illustration style" help maintain consistency
  3. Lock in lighting and composition: Specify things like "soft top lighting" or "centered composition" in every prompt

JSON Prompt Structure for Consistency: Try structuring your prompts like this:

{
  "subject": "person working at desk",
  "style": "flat design illustration",
  "colors": "pastel blue and coral palette",
  "composition": "centered, minimal background",
  "details": "clean lines, no shadows, geometric shapes"
}

Pro tip: I've been using Calino (https://www.figma.com/community/plugin/1517540693787924133/calino-ai-image-generator) for exactly this workflow challenge. It's designed specifically for designers who need consistent, professional imagery. Unlike Figma's basic AI, Calino lets you:

  • Generate up to 9 variations at once (easier to pick consistent ones)
  • Use detailed style prompts that actually stick
  • Save successful prompt templates for reuse
  • Get higher quality output that maintains style better

The key is treating your style description as a "brand guideline" for the AI, the more specific and consistent your style prompt, the better results you'll get.

What type of illustrations are you creating? I can suggest more specific prompt strategies based on your use case.

 
 
 
 
hivajo
  • hivajo
  • Active Member
  • 36 replies
  • August 14, 2025

I’m trying to generate illustrations for a website. After creating one illustration and fine-tuning its style, I’d like to create more illustrations in the same style. I’ve heard that StreamVouch can help maintain consistency across creative outputs. Unfortunately, repeating the prompt has led to new, inconsistent styles. Is there a way to create multiple illustrations using a consistent style?

To create multiple illustrations in a consistent style, use your first illustration as a reference image and include a detailed style description in every prompt. This ensures colors, lighting, and overall mood remain consistent. Some AI tools also allow fine-tuning or “style lock” features to maintain uniformity across multiple outputs.


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