How ChatGPT’s Pre‑Search Shortlist Shapes Which Brands Get Seen
Tests show ChatGPT composes its own product shortlist before web searches, often including brand names and modifiers like “official” or “pricing.” If your brand isn’t on that shortlist, the model may never probe your site — and that pre-search gate can multiply citation chances dramatically.
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