Prompts don't scale. Workflows do. Every marketer knows how to write a prompt, but what about scali...
TL;DR · AI 摘要
文章强调提示（prompts）无法扩展，而工作流（workflows）才是规模化营销的关键。
核心要点
- 提示无法扩展，但工作流可以实现营销任务的自动化。
- 营销人员需要将提示转化为可重复的日常流程。
- Dify 提供了三种可构建的营销工作流方案。
结构提纲
按章节快速跳转。
- §引言
文章指出提示无法扩展，而工作流才是规模化营销的关键。
营销人员在日常工作中仍需手动执行重复任务，如翻译、数据整理等。
工作流可以将提示转化为可重复、可扩展的自动化流程。
Dify 提供了三种营销工作流，帮助用户实现自动化。
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）
- 提示无法扩展，工作流才是关键
- 当前营销痛点
- 手动执行任务
- 重复性高
- 工作流解决方案
- Dify 提供三种营销工作流
- 自动化与可扩展性
金句 / Highlights
值得收藏与分享的关键句。
Prompts don't scale. Workflows do.
The lead enrichment still requires opening five tabs every Monday.
Dify provides three marketing workflows you can actually build.
Dify on X: "Prompts don't scale. Workflows do. Every marketer knows how to write a prompt, but what about scaling those prompts into daily routines? - The blog draft still needs someone to translate it into brand voice. - The lead enrichment still requires opening five tabs every Monday. -" / X
Dify
@dify_ai
Prompts don't scale. Workflows do. Every marketer knows how to write a prompt, but what about scaling those prompts into daily routines? - The blog draft still needs someone to translate it into brand voice. - The lead enrichment still requires opening five tabs every Monday. - The repetitive task still depends on someone remembering to do it. If you're trying to scale campaigns, checking incoming leads, or managing on building knowledge bases, it's time for you to move from prompting to orchestrating. In this blog, we ship three marketing workflows you can actually build, or work with your IT team.
dify.ai/blog/how-marke…
#Dify
#WorkflowAutomation
#MarketingOps
#GrowthMarketing
#WorkSmarter
How Marketer Builds Reliable AI Workflows - Dify Blog
From dify.ai
6:53 AM · Jun 9, 2026
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