Boost natural exposure for videos on platforms like YouTube, Bilibili, Douyin, and optimize their search engine rankings by optimizing video titles, tags, descriptions, and captions. Combining thumbnail design, playlist structure and content distribution strategy, provide data-driven optimization paths for content creators and brand video operators to achieve a closed-loop boost from content exposure to fan growth.