Editorial triage—not a verdict on authorship
Content leads sometimes receive drafts that feel templated: uniform paragraph length, vague transitions, and zero anecdote. A lite detector offers a conversation starter—"this needs a human pass"—rather than an automated rejection.
Reasonable use cases
Flag guest blogs for closer editing, prioritize human review in a high-volume queue, or teach writers what overly uniform prose looks like. Pair with disclosure policies instead of secret scoring.
Known blind spots
Heavily edited AI text, non-native English, and domain experts writing formally can skew results. Conversely, naive human drafts may look "AI" to simple rules. Always read the prose yourself.