Reports
The deeper read: trajectory, response performance, topics over time and a source comparison.
Scope
As on the dashboard, one filter row scopes the whole page.
Period offers 30 days, 90 days, 180 days, 1 year or All time.
Source offers all sources, or just Google, or just Facebook.
Charts group by day, week or month automatically, whichever reads best for the period you chose.
What is on the page
AI commentary is a written read of the period, generated from your aggregated figures and citing the reviews behind each claim.
Sentiment over time shows how the written sentiment of your reviews moved. Only reviews with text count here. Star-only reviews are excluded on purpose, so this is not a second rating chart.
Topic trends shows which subjects your customers raised more, or less, than before. This is the chart that answers whether the thing you fixed in March is showing up.
Reputation trajectory shows your cumulative rating over the whole history, which is roughly what a visitor to your listing sees. It moves slowly, which is the point of it.
Review volume shows arrivals over time.
Response performance shows how many reviews you answer and how quickly. If you are reporting to a client or a manager, this is the chart that shows the effort is real.
When reviews arrive is a heatmap by day and hour, useful for deciding when someone should be watching the inbox.
Rating mix over time shows how the balance of one to five star reviews shifted.
Keywords lists the words and phrases customers keep using, with how often.
Source comparison puts every connected source side by side.
Exporting
Export CSV downloads the reviews behind the current period as a spreadsheet,
named for your organization and the period. For example,
acme-bakery-reviews-90d-2026-08-08.csv, or a name containing all-time for
the whole history.
See Exports for what is in the file.
Why the numbers always agree
Every figure in ReviewHive, whether a dashboard tile, a chart, a report line or an exported column, is produced by a single statistics engine. Nothing is calculated separately in one corner of the interface, which is what keeps two views of the same period from disagreeing.