An LLM judge reads every answer like an analyst: whether you got the verdict, whether it holds on the rerun, and the words models use to sell you. Each morning, it's distilled into a ranked brief of what to do next.
A brief item: cause, evidence, and the move. Not a chart to interpret.
Recommendation rate scores the share of verdict-rendering answers where you're the pick. Mentions flatter. Verdicts sell.
Every prompt samples up to five times per model, daily. Consistency scores how often the answer holds, so variance never reads as momentum.
The judge extracts the descriptors each model reaches for — “premium”, “runs small” — tracks them daily, and traces risers back to the sources teaching them.
Every morning: the highest-leverage moves, severity-ranked, evidence attached. Dismiss one and it stays gone unless the data escalates.
Five minutes to set up. First answers within the hour. The models are already talking about your category, with or without you.
Five AI surfaces, unlimited seats, full audit engine. No credit card.
Create your workspace