How do you handle a review that reveals confidential information?

A review that reveals confidential information is one of the few categories where takedown is genuinely likely, because nearly every platform prohibits the disclosure of confidential, proprietary, or private information, and a documented report citing that specific violation has a strong basis for removal. Alongside the platform process, legal escalation under NDA or trade-secret law may be warranted where the discloser can be identified, which is a counsel decision. The delicate part is the public response. The safe posture is a brief, non-confirming acknowledgment while the takedown and legal tracks proceed. We monitor whether the disclosed information has propagated beyond the original review, into other platforms or into AI engine answers, tracked with AIQ, since the containment goal is to stop a confidential leak from becoming part of the public record about the company.