Unlike traditional AI detection tools that often produce false positives, VisibleAI focuses on AI visibility, showing exactly how AI was used rather than just flagging suspected AI content. Traditional AI detection tools rely on AI text classifiers, AI content detectors, and output detector technologies to detect AI-generated or AI-written content, but may misclassify human-written text. VisibleAI provides transparency rather than just detecting AI-generated content.