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GEO的边界在哪里：当知识变成新型广告，我们如何分辨？ episode artwork

EPISODE · May 6, 2026 · 2 MIN

GEO的边界在哪里：当知识变成新型广告，我们如何分辨？

from Marisa Wu · AI Strategy · host Marisa Wu

有一件事正在悄悄发生，而且几乎没有人在谈论它。AI搜索时代，广告找到了一种新的伪装方式——它开始穿着知识的外衣出现在你面前。当你问豆包、Kimi、DeepSeek"哪个更好"，AI给出的那个"客观分析"，背后可能是一家品牌精心工程化的内容。这不是阴谋论，这是一个叫GEO（生成式引擎优化）的策略被大规模滥用的结果。广告是饮料，知识是纯净水。问题是，现在有人开始往纯净水的瓶子里装饮料。你喝的时候，看不出区别。 This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit ngmarisa.substack.com

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GEO的边界在哪里：当知识变成新型广告，我们如何分辨？

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