Reviews Are Data. We Treat Them Like It.
Every star, every response time, every sentiment shift — measured, tracked, and turned into the numbers your team actually needs to make decisions.
Unlimited dashboards. Unlimited date ranges. Export everything. No “upgrade for analytics” wall.
Why Most Review Analytics Are Useless
Most platforms give you a star average and a review count and call it analytics.
That tells you nothing about whether things are getting better, which products are dragging you down, how fast your team actually responds, or what your customers keep complaining about in their own words.
Cloud Review Manager ships with the analytics suite a paid reputation consultant would charge four figures a month to build — included, uncapped, and exportable.
Rating Trends Over Time
Your rating isn’t a single number. It’s a curve.
The TrueScore Trend view plots your Bayesian-weighted rating across any date range you pick — daily, weekly, monthly, or a custom span. Overlay review volume on the same chart to see exactly which campaigns, product launches, or service changes moved the needle.
- Compare any two periods side by side (Holiday 2025 vs 2024, pre vs post-redesign)
- Add annotations to mark when your team ships changes and watch the score react in real time
Response Time Metrics
How fast you answer a review determines whether the next shopper trusts you.
Track median response time, 90th percentile response time, and unanswered review count — broken out by star rating so you can see if 1-star reviews are sitting for days while 5-stars get replied to in minutes.
If your moderator logs in once a week instead of daily, this page tells you within 30 seconds.
Review Volume Growth
Volume is the leading indicator for everything else.
Email invitations
Sent, opened, clicked, converted
SMS invitations
Delivered, clicked, converted
BCC ingestion
Auto-invitations, conversion rate
Organic submissions
Reviews without invitation
Follow-up sequences
3-day, 7-day, 14-day lift
Invitation funnel analytics show drop-off at every stage, so when your conversion rate tanks you know whether it’s a deliverability issue, a subject line issue, or a landing page issue.
Sentiment Breakdown
Star ratings tell you what. Sentiment analysis tells you why.
Claude AI classifies every review by sentiment (positive, neutral, negative) and surfaces the themes driving each bucket.
Exports, Scheduled Reports & Real-Time Mode
Every dashboard exports. Every export can be scheduled.
CSV Export
Any table view with full filter state preserved
PDF Export
Any chart or dashboard for board decks and stakeholder reports
Scheduled Email Reports
Daily, weekly, or monthly snapshots delivered to any address
Webhook Delivery
Raw metrics to your own BI stack
Real-Time Mode
60-second auto-refresh for launch days and PR moments
Your Data, Your Format
Take it out whenever, in whatever format you need