Need help with realistic object integration in ComfyUI

Hi everyone,

I am working with SDXL and ComfyUI and trying to improve realism in my workflow.

I trained a custom character LoRA and a clothing LoRA using kohya_ss. Character consistency is working well, but I am struggling with adding objects into generated images.

The main issue:

When I add an object/product using prompting or inpainting, it often looks like an AI-generated object instead of a realistic item.

Problems I notice:

• inconsistent shape
• unrealistic placement
• details not preserved
• doesn't look like a real photograph

I have tried basic inpainting and reference images, but I am still looking for a better workflow.

What methods are people using for realistic object insertion in SDXL?

Would appreciate any advice from people using ComfyUI workflows.

Thanks!