ChatGPT shifts citations toward commercial pages and docs, away from listicles

lilyraynyc · x · 2026-09-17

SEO expert Lily Ray observes that ChatGPT is now citing more "safe URLs" — commercial pages and official documentation — while citing fewer listicles and social posts, a shift with real implications for AI search optimization strategies.

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