Definition
Expanded definition
For brand discovery, ChatGPT Search-style experiences matter because the answer may combine conversational context, retrieved sources, and synthesized recommendations. The technical layer matters because AI systems need usable context, but technical access is not the same as good interpretation. Clear entities, current pages, consistent claims, and useful source context still determine whether the answer helps a buyer.
Why it matters
A buyer using ChatGPT Search may ask natural questions about alternatives, fit, limitations, and comparisons rather than traditional keyword queries.
Example
A buyer asks ChatGPT which tools are best for a use case and then asks which one is better for enterprise teams.
Common mistake
Assuming the same prompt will produce identical answers every time or for every user.