Review Intelligence
Read every review without reading every review — nine analyses from a single run.
Category
Deep Analysis
Per Use
10 credits
Access
Pro & Premium
What it does
Instead of one narrow report, this tool runs nine review analyses over the same set of user reviews: feature requests, complaints, old habits users miss, bugs and crashes, reactions to updates, language and localisation demands, pricing sentiment, sentiment trends, and reviews that were never answered.
You select which analyses to include in the run, so a quick pass costs less than a full sweep.
How it works
Reviews are collected and classified with an AI pipeline, and the output is grouped by category with the underlying reviews kept alongside each finding — so a claim like "crash complaints are rising" can be traced back to the reviews it came from rather than being taken on trust.
Each run is stored as a report with its date, so previous analyses stay available and you can compare what users complained about last month with what they complain about now.
Who it is for
Product-minded developers who want the review backlog turned into a decision list: what to fix, what to build next, and what users are quietly asking for that no one has written down as a ticket.
Frequently asked questions
- What does a run cost?
- 10 credits for the full set of analyses. The 7-day Pro trial includes 300 credits, which is enough to try a full sweep several times.
- Which plan do I need?
- Review Intelligence is part of the deep analysis tier, available on Pro and Premium. Reports as a separate output format are a Premium feature.
- Are previous analyses kept?
- Yes. Every run is saved as a dated report you can reopen later.
Related tools
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- Competitor DiscoveryPremiumExtracts your app's traits and finds the closest competitors in the store
- Competitor Store Keyword AnalysisPremiumRead competitor Play Store descriptions, compare the most-used words with your own listing, and see the gaps as a ranked list
Try it on your own app
7-day free Pro trial — no credit card required. New accounts receive 300 trial credits.
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Looking for a specific tool to replace rather than a head-to-head? vs Appbot · vs App Radar · vs AppTweak · vs AppFollow · vs Appfigures