Prompt monitoring
Ongoing [[prompt-tracking|prompt tracking]]: same set, scheduled, diffs, alerts when sentiment or inclusion flips.
Monitoring without a frozen set is just vibes.
Alert on new Reddit URLs in citations. That’s often the incident.
Examples
- Inclusion drops 40% overnight. A viral thread landed. Monitoring earned its keep.
Related terms
Volatility is how much the answer moves when you ask the same prompt twice. GEO reports that ignore it overfit noise.
Prompt tracking is running a fixed set of real customer questions through AI engines on a schedule and logging who got named.
Reddit citations are when an AI answer points at a thread or comment as evidence. They are one of the loudest unofficial ranking factors in consumer categories.
FAQ
Real time? +
Near-real-time is expensive and noisy. Hourly during a crisis, weekly otherwise.
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