10% Of ChatGPT-Cited Holiday Pages Carry Outdated Information

In an effort to understand how much outdated and stale information brands leave on websites for OpenAI ChatGPT to discover, retrieve, and cite with each consumer query, BrightEdge researchers reviewed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 through August 2026.