（四）违反本法第四十七条的规定，未依法履行网站和应用程序名称管理义务的；
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For implementers, there's no Transformer protocol with start(), transform(), flush() methods and controller coordination passed into a TransformStream class that has its own hidden state machine and buffering mechanisms. Transforms are just functions or simple objects — far simpler to implement and test.
Set realistic timelines for seeing results. Unlike paid advertising where you can generate traffic immediately, organic visibility through either SEO or AIO builds gradually. You might see some quick wins from optimizing high-performing content, but establishing strong overall AI visibility typically takes months of consistent effort. Understand this going in to maintain motivation during the initial period where you're investing effort without dramatic visible results.