Why Did My Competitor Get Cited Instead of Me? Understanding Citation Loss Analysis and Competitor Advantage AI in Visibility Troubleshooting

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Citation Loss Analysis: Decoding Why Your Brand Disappears from AI Search What Exactly Is Citation Loss in AI Search Visibility? As of February 12, 2026, the landscape of brand visibility has altered profoundly