Allison Huang
How does personal context change LLM responses?
Across 2,240 shopping answers from ChatGPT and Muse Spark, we found that personal context changes which products AI recommends, even when users haven’t stated an explicit product preference. Details about a user’s work, hobbies, and existing equipment also shape searches and recommendation explanations, highlighting why brands need clear information about product use cases and compatibility.