I do cross-border e-commerce, and image consumption is scary — main shots, scene shots, social media assets, every day. I’ve been running generation tools for half a year now, and the biggest win isn’t saving money, it’s speed. One afternoon and I’ve got a whole batch of options ready, versus a week waiting for a photographer slot before. But don’t hype it up too much either — it often screws up the product itself, logos, materials, structural details don’t match, so for the actual main shot I still shoot the real item the old-fashioned way.
Where it really shines is mood and backgrounds — dropping the product into all kinds of lifestyle scenes and holiday vibes, testing dozens of tones in a day, then picking the one that feels right to develop further.
There’s also a hidden benefit: finding inspiration. When I’m stuck, I let it spit out a batch randomly and it often stumbles onto directions I hadn’t thought of. Before putting real money into product shots, I usually use it to lock in the overall feel first. Do you all use it for final assets, or just as a moodboard?
