Collaboration and linking strategy matter differently for AIO than for traditional SEO. While backlinks remain important for search engine rankings, AI citation rates appear more influenced by the quality and relevance of the connection than purely by link volume. Being cited by a highly authoritative source in your niche can boost AI visibility even if it provides only one link, while dozens of low-quality directory links might not impact AI citations at all.
（九）加强科普社会化协同合作。高校应加大与各级科协、学会、科普场馆、企业等的深度合作，共建馆校科普实验室，促进科研成果科普化首台（套）展品开发及科普资源共建共享。积极对接国家智慧教育公共服务平台、科普中国等平台及主流媒体，扩大优质科普内容传播覆盖面。鼓励高校开展国际科技人文交流，拓展科普交流合作渠道。
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