Short-Drama and Motion-Comic Client · Industrialized Hit Production
An AI Agent covered topic selection, production, media buying and review, lifting both hit-topic accuracy and advertising ROI.

Background and Challenge
Competition in short dramas and motion comics was intense. Topic selection relied on experience, media buying relied on intuition, and hit content could not be replicated.
Solutions
An AI Agent covered four stages—topic selection, production, media buying and review—with AI-assisted topic validation, intelligent content production, campaign optimization and automated data analysis.
Delivered Outcomes
The topic hit rate rose from 40% to more than 70%, advertising ROI increased three to five times, and a four-hour manual report was reduced to five minutes through automatic generation.
Case Highlights
- Service type: WorkBuddy Training
- Client industry: Short-Drama MCN
- Topic hit rate (previously 40%):70%+
- Increase in advertising ROI:3–5×
- Data-report generation (previously 4 hours):5 min
The figures shown apply only to the disclosed project and measurement method. They are not a promise of results for other projects.
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