Strategy Direction
Match different merchant types to appropriate live-commerce transition paths first, then use ad strategy and review loops to make the shift effective.
ByteDance
Live-commerce ad transition program
Moved long-tail merchants from short-video selling toward an ad-driven live-commerce model through segmentation, training, and review loops.
Merchant Growth Operator2021.02 - 2021.04
Business Context
Many long-tail merchants still depended on short-video commerce, with unclear pathways and high barriers to live-ad adoption.
Mandate And Ownership
Help long-tail merchants adopt live ad buying and drive spend plus GMV growth.
Key Moves
- Designed separate transition paths for factory, brand, and agency-operated merchants.
- Worked with sales on unified training and recurring diagnosis across online and offline formats.
- Delivered differentiated ad recommendations based on merchant stage and operating readiness.
Results And Impact
- Raised the share of merchants continuously using paid ads from 0 to 28%.
- Spend volume grew 200% over two months.
- Live-ad ROI peaked above 10, while monthly live GMV increased 6x month over month.
Reflection And Playbook
The core of transition work is to turn a complex change into executable paths so merchants, sales, and platform teams all know the next step.