Field notes from the atelier.
Playbooks, research, and decisions from the teams shipping AI product photography to marketplaces every day. No vanity thought-leadership — only what moved the number.
White background vs lifestyle product images: when each wins
A decision framework for when to lead with a pure-white packshot and when to lead with lifestyle — by marketplace, category, and funnel stage.
How to create marketplace-ready product images (2026 guide)
A working playbook for turning a single product photograph into a compliant, conversion-grade listing set for Amazon, Flipkart, Shopify, and Etsy — without reshoots.
How to turn one product photo into multiple angles with AI
A technical walkthrough of how AI product photo generators synthesise new angles from a single source — and how to brief them so the geometry stays honest.
Product photography tips for fashion brands (that translate to AI)
The principles that make fashion photography work on marketplaces — and how to brief an AI image generator to preserve drape, texture, and proportion.
Best image styles for Amazon listings in 2026
A category-by-category breakdown of the image styles that convert on Amazon — and the ones that silently get your listing down-ranked.
How AI product photography improves e-commerce conversion
The measurable ways AI-generated product imagery moves add-to-cart, click-through, and return rates — with data from ten catalogs we shipped in 2025.
Forge your firstlisting set — free.
Twelve generations on the house. No credit card. Every angle, every marketplace export included.