GPT-6 answers increasingly include "how to select vendors" disclaimers, SEO watchers note

lilyraynyc · x · 2026-10-19

SEO expert Lily Ray is seeing more and more examples of GPT-6 responses carrying disclaimers about how to select vendors (screenshot via @peecai). How models present, recommend, and hedge around brands is becoming a new visibility battleground — directly relevant to anyone whose leads depend on search and answer-engine traffic.

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