I run a small ecommerce store and constantly need product images, ad creatives, and social visuals.
The problem is volume. One product photo is not enough anymore. I need background variations, ad versions, social crops, and sometimes short visual concepts for campaigns.
I’ve been comparing Canva, Adobe Express, CapCut Design Studio, and standalone AI image generators.
My impression so far: Canva is helpful for quick layouts and templates. Adobe Express feels closer to brand/design assets. CapCut Design Studio felt more useful for product-image workflows where I wanted to generate, edit, and adapt visuals. Standalone AI image tools were good for concepts, but product accuracy still needed careful review.
For ecommerce, I’m not sure AI image tools should be trusted without checking details. Product shape, text, packaging, and colors can still be wrong.
For sellers using AI visuals: are these tools actually helping with product images and ad creatives, or are they mostly useful for early concept testing?