Brand Mentions in ChatGPT: Does the Model Name You Unprompted? (The Visibility Chain, Part 4 — Recalled)
A reproducible method for testing unprompted brand mentions in ChatGPT, with fixed prompts, scoring rules, logging fields, and clear limits.
Ravi Yadav
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October 24, 2026
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9 min