AI visibility tools are giving makers false confidence

Arberx analyzed popular AI monitoring platforms and found they systematically misreport what AI models can actually see and do. For indie makers relying on these tools to understand their AI integrations, the gap between claimed and actual visibility could mean shipping with blind spots—whether that's security gaps, data leaks, or unexpected behavior.