How do you manage executive responses to negative reviews?

Executive responses to negative reviews are a powerful tool in a narrow set of cases and a liability in most others, so the discipline is knowing which is which. The cases where it backfires are more common: a defensive, emotional, or dismissive executive response to a consumer review generates engagement, amplifies the original content, and often becomes a story in its own right. The deciding factors are tone, stakes, and platform: an executive response has to be measured, specific, and clearly written for future readers, never for the reviewer. When in doubt, a well-handled standard response is safer than a high-risk executive one. We monitor whether any such exchange has propagated into the AI engine narratives with AIQ, since an amplified executive misstep can outlive the review that prompted it.