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Lily Ray

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This is very interesting, and I imagine this is a challenge for *all* LLM tracking tools. If every tracked prompt is (potentially?) modified to include "I am based in Germany," or something similar,… | Lily Ray | 12 comments

  • Lily Ray
  • 30 January 2026
🌐 In tracking prompts for a German client using ChatGPT, 138 of 219 responses (63%) explicitly mention "Germany" in the first paragraph. This personalization contrasts with the user's experience, where location-specific references are implicit. Profound claims to use proxy servers for location tracking, yet the results suggest location might be injected into prompts. This discrepancy raises concerns about the skewing of data and the challenge in achieving "universal responses" due to personalization.
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