这些动作无疑给企业软件市场蒙上了一层阴影。但投资者要看企业是否在产品里真正嵌入了有价值的AI能力，而不是只讲故事，要看客户是否因为AI用它更多，而不是更少。在当前整体软件行业悲观情绪的环境下，企业的盈利、现金流、客户黏性还要足够平稳，才可以撑过市场情绪波动带来的承压期。
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Now recovering, Manjit Sangha said her life changed in the space of a weekend
This growth trajectory suggests that early adoption advantages in AIO will compound over time. Establishing strong AI visibility now, while competition remains relatively light, positions you favorably as usage explodes and competition intensifies. The content creators building AI authority today will have structural advantages over those who wait until AI search is fully mainstream and optimization becomes more competitive.