Aspect sentiment
Share of positive vs negative mentions per aspect (sentence-level, with negation handling).
Rating distribution
AI executive summary
Sends a stratified sample of reviews plus the local stats to the AI.
Distinctive words
in 4-5 star reviews
in 1-2 star reviews
Weighted log-odds ratio with an informative prior (Monroe et al.).