Generate Amazon/Amazon-like product images from a single photo in 30s

Generate Amazon/Amazon-like product images from a single photo in 30s targets a $4.5B = 1.5M active marketplace sellers × $3K average annual spend on product imagery and listing creative total addressable market with medium saturation and a year-over-year growth rate of 12% annual growth (e-commerce seller growth + shift to richer listings; source: marketplaces growth trends and e-commerce SaaS industry reports).

Key trends driving demand: More visual-first buying — marketplaces and customers reward richer, higher-converting listing images which raises seller demand for scalable image production.; AI image synthesis and relighting improvements — these create an opportunity to replace expensive studios with automated pipelines that maintain consistent catalog aesthetics.; Catalog expansion by SMBs — more SKUs per seller raises per-seller need for repeatable, cheap creative, increasing addressable spend on automation.; Shift from one-off gigs to subscriptions — sellers prefer predictable monthly tooling that automates new SKUs and seasonal updates instead of per-image vendors..