Gist: LLM citations increasingly come from third-party sources, so brands do not fully control how they are represented. The post urges auditing ecosystem visibility across review sites, communities, comparison pages, and Reddit.
Signal reason: The content reinforces a narrative about controlling brand perception across the ecosystem.
