Gist: The article argues that traditional rankings no longer capture AI-era visibility, so teams need LLM monitoring tools to track mentions, citations, sentiment, and competitor performance. It frames tool selection around coverage, reporting depth, and workflow fit.
Signal reason: It reinforces a market narrative that visibility in AI answers matters beyond traditional rankings.
