Inconsistent delivery in email marketing refers to the irregular arrival of emails in the recipients' inboxes. This can include emails being delayed, landing in the spam folder, or not being delivered at all. Such inconsistencies can severely impact the success of an email marketing campaign and harm the sender's reputation.