... companies know how they re being cited, summarized, or interpreted by AI systems? SEO tools measure rankings. Analytics tools measure clicks. But AI answer engines introduce a new layer: Are you cited? Which sources are used? Are structured artifacts discoverable? Is your brand being summarized accurately? I ve been building infrastructure to analyze this (AI-ready artifacts

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