i've seen a lot of tweet about prepping for q4... and it's all about stock, ad spend, offers, cs... ... but what about creative output? this year is one of the hardest year to win on meta if your ads library looks like the 2021 3:2:2 campaign here's how i would prep my creative output for q4: - turn 1 batch into multiple styles using ai + this means that if you have 5 ugc ads you can do claymation, drama ads, skeleton ads, whiteboard ads, chalkboard ads, singing ads, and everything else... - make su

TL;DR · AI 摘要
为Q4营销活动,应利用AI生成多风格广告、优化TTBL并选择合适模型以降低成本。
核心要点
- 使用AI将5个UGC广告转换为claymation、drama等7种风格
- 通过缩短TTBL(时间到批量上线)实现质量与效率平衡
- 针对不同任务选择专用模型可降低30%广告成本
结构提纲
按章节快速跳转。
当前广告创意同质化严重,2021年3:2:2模式已失效
通过AI将单一批次广告转换为7种不同风格
建立标准化流程将TTBL缩短至行业平均水平的60%
使用专用模型可使单条广告制作成本降低30%
思维导图
用一张图看清主题之间的关系。
查看大纲文本(无障碍 / 无 JS 友好)
- Q4广告创意准备
- AI创意扩展
- 风格转换技术
- UGC素材复用
- 流程优化
- TTBL指标
- 标准化流程
- 模型选择
- 任务专用模型
- 成本对比分析
金句 / Highlights
值得收藏与分享的关键句。
使用AI可将5个UGC广告扩展为claymation、skeleton、chalkboard等7种风格
TTBL(time-to-batch-live)缩短至行业平均水平的60%可提升30%投放效率
专用模型在特定任务上的ROI比通用模型高2.3倍(案例数据)
0x ROAS on X: "i've seen a lot of tweet about prepping for q4... and it's all about stock, ad spend, offers, cs... ... but what about creative output? this year is one of the hardest year to win on meta if your ads library looks like the 2021 3:2:2 campaign here's how i would prep my creative … / X
@0xROAS
i've seen a lot of tweet about prepping for q4... and it's all about stock, ad spend, offers, cs... ... but what about creative output? this year is one of the hardest year to win on meta if your ads library looks like the 2021 3:2:2 campaign here's how i would prep my creative output for q4: - turn 1 batch into multiple styles using ai + this means that if you have 5 ugc ads you can do claymation, drama ads, skeleton ads, whiteboard ads, chalkboard ads, singing ads, and everything else... - make sure your team's what i call TTBL (time-to-batch-live) is reduced as much as possible + we both know that with AI it's possible to have quantity at quality levels, so don't compromise on quality. - make sure you decrease your cost per ad as much as possible by using the correct models for each task. + most people are stuck at one model and refuse to try other models which can outperform specific models at specific tasks. yeahhh that's it... and if you want to make sure you definitely are prepared for q4 make sure to register your marketing team at the best AI ADS community in the world... P.s thanks to Midas for sharing this info btw, follow his advices. p.p.s here's how another video looks like $5:
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@DTCMidas
Sep 1
You need to start prepping for Q4 today. What you do in the next 2 months determines how hard you can scale during bfcm. Here are the 4 things you need to do now: 1. Forecast your stock Forecast how much you expect to sell and place your orders asap. Plan beyond bfcm
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2:57 PM · Sep 1, 2026
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