推荐先做 Chatflow，节点保持最小闭环：
Commercial considerations will shape AI search evolution as platforms figure out monetization beyond subscriptions. We're already seeing early experiments with citations including affiliate tracking, sponsored placements in AI responses, and premium content partnerships. The specific implementations will evolve, but the trajectory toward commercial integration seems certain.
，更多细节参见搜狗输入法2026
Фото: iWissawa / Shutterstock / Fotodom
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.