Jev, a model built for typed judgments, answers the same questions about each review in a sample: is there a complaint, which theme, is the reviewer leaving, are they asking for something. Code turns the answers into shares, trends and audience splits, so the same reviews always give the same numbers.
When Jev is not confident, the review goes to an unsure row that the report shows, and every share opens the reviews it was counted from.
The reply inbox shows each review of your app with the theme, severity and leaving signal Jev found, sorted so the people about to go come first. Saved replies are offered where their stars and themes match, and you write or pick every reply that goes out.
On Pro and Max you can connect Claude, Codex or Cursor to your account. Your assistant reads the same reports and the reviews behind them, keeps notes on a report, and can start a report, a refresh, an Ask, a lens or a custom category your own model drafted, or track a report. Before anything starts, OneStar returns an estimate in reviews for you to approve, and Jev still judges each review.
OneStar does not write or automate replies, translate reviews or track keywords, has no Discord or Zendesk integration and gives one seat per plan. If those matter more than the report, AppFollow is the better tool.