Here's a complete synchronous pipeline — compression, transformation, and consumption with zero async overhead:
The distinction matters because tactics that boost Google rankings don't automatically improve your chances of being cited by AI models, and vice versa. A page optimized perfectly for SEO might never appear in AI responses if it doesn't align with how language models evaluate content. Conversely, content that AI models consistently cite might not rank highly in traditional search if it lacks conventional SEO signals.
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a16z的报告里举了几个例子，把这个问题讲得很具体。投行分析师用Hebbia，几百份公开文件自动分析完，财务模型直接生成，以前要熬几个通宵做的事情，现在可以去睡觉了。医生用Abridge，它能实时记录医患对话，自动整理病历和后续跟进事项，医生看诊时不用再一边问话一边盯着屏幕敲字。还有做财务对账的Basis，跨系统自动核对试算表，原本需要人工反复比对的工作变成几分钟的事。。Line官方版本下载对此有专业解读
This suggests prioritizing genuine partnerships, guest posting on respected sites in your industry, and earning mentions from authoritative sources through excellent work rather than pursuing link-building tactics focused purely on volume. The relationship-based approach to link acquisition aligns well with AIO because it creates the kind of genuine authority signals that AI models recognize and value.
Denise Johansson (right) has been co-CEO with Monika Liikamaa since 2016