
I’m Michael Nguyen. I track Google Knowledge Panels for accuracy, checking for correct images, descriptions, and fact boxes. I submit fact checks and supporting documentation to Google so panels display the right info. Outside work, I experiment with structured data markup to see how it influences panel updates. I believe that accurate knowledge panels shape the first impression for anyone searching a brand or individual. My goal is to ensure clarity and correctness in these high‑visibility boxes.
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