这套方式的关键是把**“思考(Model)”与“沉淀(Document)”**绑定到同一条流水线:生成、校对、结构化输出、二次迭代,都能在一个入口里完成。
AIO lacks this infrastructure. ChatGPT doesn't provide website owners with analytics showing how often their content appears in responses. Perplexity doesn't send performance reports. Google AI Mode doesn't have a Search Console equivalent yet. This creates a visibility problem—you can't optimize what you can't measure.
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