Large language models exhibit a pronounced bias toward high-authority sources that fundamentally shapes how they construct narratives about individuals and organizations. This authority weighting creates systematic challenges for anyone attempting to influence their AI-generated reputation, particularly when negative content dominates prestigious platforms. LLM training algorithms assign varying credibility levels to different information sources. A statement…