GPT Image 2 Flat Lay Prompts for Ecommerce & Lifestyle Kits

Overhead flat lay is still one of the fastest PDP gallery wins. I generate kit layouts on GPT Image 2 with ruthless prop restraint.

TL;DR

Channel	Flat-lay rule
Marketplace gallery	Fewer props, true scale cues
Brand lifestyle	Controlled props, named materials
Gift kit	Symmetry + negative space
Messy “aesthetic pile”	Looks cute, sells worse

Prompt recipe

Overhead flat lay, skincare kit on linen, soft even daylight, neat spacing, subtle natural shadows, commercial ecommerce photography, no logos beyond product labels, top-down 90 degrees

For SKU accuracy, start from a real product ref when you have one.

Soft CTA

Generate on GPT Image 2. Broader ecommerce: product shots compare. Animate a hero with Seedance product video.

FAQ

Phone UGC flat lays? Add slight rotation and uneven gaps on purpose.
Hands in frame? Pose hands in the still first—don’t invent floating fingers later.