Ad NuggetsAd NuggetsTo understand how much outdated information brands leave on websites for ChatGPT to discover, retrieve, and cite with each consumer query, BrightEdge researchers reviewed pages at six major U.S. retailers cited as sources by ChatGPT from June-August 2026.
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