AI Image Generation Limitations

While our AI-powered image generation provides amazing results for most products, there are some limitations you should be aware of when using AI image models.

Text Handling Variations by Shoot Type

Studio Product Shoots:

Studio product shoots generally handle text well, with good to excellent reproduction of:

  • Product logos and branding
  • Package labeling and information
  • Simple text elements and product details

Lifestyle Photo Shoots (with Models):

Text limitations are most noticeable in lifestyle shoots that combine products with models:

  • Products with dense blocks of text may appear blurry or illegible
  • Complex text layouts might not be reproduced accurately
  • Small text elements can become distorted or lost in the composition

Text Density Considerations

Even with the variations between shoot types, there are still general considerations for text density:

What works well:

  • Products with large, clear text (like a logo or simple branding)
  • Products with minimal text elements
  • Products with small text that doesn't need to be legible in the final image

What doesn't work well:

  • Products with dense blocks of text (like a book cover with paragraphs)
  • Products where text is the main visual element (like a poster filled with text)
  • Products requiring accurate reproduction of complex text layouts

Examples

Studio product shot with clear text

Works Well: Studio Product Shot

Studio product shots typically render text elements with good accuracy.

Lifestyle shot with model where text is problematic

(Lifestyle shot with model where text is problematic)

Limitation: Lifestyle Shoot with Text

Text on products may not generate correctly in lifestyle shoots with models.

Recommendations

To get the best results when generating images of products with text:

  1. Choose the right shoot type - Consider using studio product shoots for items with important text elements.
  2. Focus on products with minimal text - Products with simple branding or logos work best, especially in lifestyle shoots.
  3. Use clear, high-contrast product photos - The clearer your original photos, the better the generated images.
  4. Be specific in your prompts - Mention text elements you want emphasized: "Make sure the logo is clearly visible."
  5. Consider the purpose of the text - If exact legibility isn't required, the AI can still create attractive stylized representations.
  6. Test with different photo angles - Sometimes capturing your product from different angles helps the AI understand the text better.

Need Help?

If you're having trouble with text in your generated images, feel free to contact our support team for assistance or check our Prompt Guide for tips on crafting effective prompts.