E-commerce sellers need cheap, fast AI product photo and video packs

E-commerce sellers need cheap, fast AI product photo and video packs targets a $12.0B = 10M ecommerce sellers x $100/mo ARPU x 12 months. Assumes broad SMB base worldwide needing ongoing imagery and video. total addressable market with medium saturation and a year-over-year growth rate of 20%+ due to rising ecommerce volume and increased spend on creative assets.

Key trends driving demand: Generative AI photorealism -- higher fidelity on-model renders and scene synthesis lower the gap with studio shoots.; Marketplace content requirements -- platforms emphasize high-quality imagery and video, increasing demand from sellers.; SKU proliferation -- more SKUs per seller increases per-month content demand and favors batch solutions.; Ad creative velocity -- frequent creative refreshes for paid ads raises the value of automated, low-cost asset generation..