Restoration time in email marketing refers to the period it takes for an email sender's reputation to recover after experiencing a decline due to certain negative factors. These factors can include high spam complaints, a surge in bounce rates, or being blacklisted. Restoration time is crucial as it directly affects the effectiveness and deliverability of your email campaigns.