Autonomous UGC ad production and performance testing agent for D2C e-commerce founders
An agent that autonomously produces, tests, and optimizes UGC-style TikTok/short-form ads by sourcing creators, managing briefs, collecting raw footage, editing to multiple variants, running A/B tests across ad accounts, and reporting performance—replacing manual creative outsourcing and performance tracking.
The problem
D2C founders manually source UGC creators, send briefs via email/Slack, wait weeks for footage, edit or re-brief repeatedly, manually upload to ad accounts, and track performance across spreadsheets—burning 40-80 hours/month while generic aliexpress footage underperforms and creative turnaround kills campaign velocity.
Who has it: D2C e-commerce founders and performance marketing managers at 5-50 person teams spending $10k+/month on ad spend and hitting creative fatigue.
Why now: TikTok Shop and short-form ad dominance have made UGC the conversion lever, but creator sourcing and production remain entirely manual; AI video editing and creator APIs (Billo, UGC platforms) now enable end-to-end automation, and D2C teams are desperate to escape the email-and-wait cycle.
Where this came from
2 public sources behind this idea.
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