How AI Agents Might Replace 99% of UA Managers Tasks

The rapid integration of artificial intelligence into user acquisition workflows suggests a paradigm shift where automated agents may eventually handle the vast majority of tasks currently performed by human managers. By leveraging specialized tools like Arcads for high-quality synthetic user-generated content and Gumloop for no-code automation, marketers can now generate hundreds of unique advertisements in minutes. This technological synergy allows for the creation of sophisticated workflows that automate the production, localization, and iteration of video assets without requiring manual coding or traditional film production resources.

Two primary use cases demonstrate the current capabilities of these agentic systems: creative repurposing and global localization. In the repurposing workflow, AI nodes transcribe existing successful advertisements and use large language models to draft new scripts that mirror the original's tone and direct-response angles for a different product. This output is then fed directly into video generation engines to produce finished assets featuring AI actors. Similarly, localization workflows automate the translation of ad transcripts and the subsequent generation of video content in multiple languages, significantly reducing the friction of entering new geographic markets.

The shift toward agentic workflows implies that the future of performance marketing lies in the deployment of systems that create, test, and optimize creative assets around the clock. By utilizing speech-to-text nodes, translation modules, and synthetic video libraries, brands can scale their creative output to a degree previously impossible. This evolution suggests that the role of the user acquisition manager is transitioning from manual execution to the strategic oversight of automated pipelines that maintain brand consistency while maximizing creative volume and variety.