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ReviewDesk

Insights

Dashboard

A single view of review health across every connected app

The ReviewDesk dashboard showing average rating, new review volume, unanswered count, and negative response rate, each with a sparkline and a trend against the previous period (sample data)
The dashboard — the four headline metrics with trend against the prior period

The dashboard answers one question: is anything getting worse? Every figure carries a comparison against the previous period, because the absolute number matters far less than the direction.

Headline metrics

MetricWhat it tells you
Avg rating · 30dRolling average star rating across all apps, with the change against the prior period.
New reviews · 7dIncoming volume over the last week, so a spike is obvious early.
UnansweredReviews with no reply — the number to drive toward zero.
Response rate · negative · 30dShare of negative reviews you replied to. The one metric that most reflects whether triage is working.

Rating drop strip

If a rating has fallen sharply, a strip appears at the top of the dashboard before you have to notice it in the numbers. It can be dismissed, and the same condition also raises an alert so it reaches you when you are not looking at the screen.

Sentiment breakdown

A breakdown of positive, neutral, and negative across the period. Newly synced reviews show as still being classified until the next classification pass runs — see Sentiment and themes.

The ReviewDesk sentiment breakdown mid-pass, with recently synced reviews marked as still being classified (sample data)
Sentiment mid-pass — newly synced reviews are shown as classifying

App health

A per-app table so a single bad app does not hide inside a healthy portfolio average. This is usually where you spot that one client’s rating is sliding while everything else holds steady.

The topics coming up most in review text, and whether each is rising or falling against the previous period. A coverage indicator shows how much of your review volume has been classified, so you know how much weight the trends deserve.

Recent reviews

A live feed of the latest reviews across every app, tagged by platform, so you can jump straight into a conversation without going to the inbox first.