Batch AI product photo and video generation for e-commerce

Batch AI product photo and video generation for e-commerce targets a $12.0B = 10,000,000 e-commerce merchants x $1,200 ARPU/year (photography, creative subscriptions, agencies) total addressable market with medium saturation and a year-over-year growth rate of 20%+ driven by e-commerce growth and AI tooling adoption.

Key trends driving demand: AI image realism -- newer models enable photorealistic on-model and lifestyle outputs that replace studio shoots; Marketplace expansion -- continued growth of 3rd-party sellers increases demand for scalable creative assets; Short-video ad shift -- rising ad spend on short video formats increases demand for product promo clips; Cost pressure on SMBs -- sellers seek cheaper, faster creative alternatives to agencies and studios.