Missing supplier product photos — AI generates retail-ready product images

Missing supplier product photos — AI generates retail-ready product images targets a $30.0B = 5M retailers x $6,000 ACV (annual spend on product imagery, editing, and content services) total addressable market with medium saturation and a year-over-year growth rate of 15% (outsourced ecommerce content & automated imaging demand growth).

Key trends driving demand: Generative vision models -- enable photorealistic product renders from sparse inputs, reducing dependency on supplier photography.; Marketplace image standards -- Amazon/Shopify/Google pushing standardized shots creates repeatable demand for compliant imagery.; Headless commerce & APIs -- easier integration means product content can be automated into listing pipelines.; Distributed sourcing & private labels -- brands increasingly source from multiple suppliers and need consistent imagery across SKUs..