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2026-02-28 08:00:00
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Codex 5.3 after optimizing a principal component analysis implementation.
规模效应之下，头部集团的资源吸附与会员掠夺能力持续强化，而尚处消费生态构建阶段的腰部集团则承压日增。此消彼长之间，行业“方差”还将持续扩大，马太效应愈发凸显。
The tracking system consists of three automated scenarios that work together to provide comprehensive AIO monitoring. The first scenario handles query tracking and brand mentions, automatically sending prompts to ChatGPT and recording which sources appear in responses. The second scenario performs keyword performance analysis, tracking specific topics or phrases relevant to your business and monitoring whether you're gaining or losing visibility. The third scenario focuses on competitor tracking, identifying when competitors appear in AI responses and analyzing their positioning compared to yours.