AI Analytics

Understand User Emotions Behind Every Review.

AI automatically classifies sentiment as Positive, Neutral, Negative, or Mixed — across versions, countries, languages & releases.

app.appreviewsuite.com/analytics/sentiment
68%
Positive
22%
Neutral
10%
Negative
Sentiment Trend (7 Days)
😊 Happy😤 Frustrated🤔 Confused🎉 Excited😢 Disappointed

Overview

Most review tools only show star ratings — but that's not the whole story.

AppReviewSuite analyzes tone, emotions, intent & severity behind reviews to help you see how users feel, not just what they rated.

AI AnalysisEmotion DetectionTrend TrackingMulti-Language

Key Highlights

Understand the emotions behind every review

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Sentiment Scoring

Automated sentiment classification across all reviews

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Trend Charts Over Time

Visualize sentiment shifts across weeks and months

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Version/Region/Device Split

Break down sentiment by version, region, and device

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Instant Negative Filtering

Filter negative & urgent feedback instantly

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Language-Agnostic Engine

Works across all languages including emoji sentiment 😊😡

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Alert Triggers

Get notified on sentiment drops automatically

How It Works

Deep dive into sentiment analysis

Sentiment Dashboard

Visualise shifts across weeks, updates, and feature releases. Spot sudden drops before they turn into rating decline.

Emotion & Tone Extraction

AI identifies frustration, appreciation, confusion & requests in review text to give you deeper insights.

Version-based Sentiment Tracking

See how each app update impacts user happiness. Compare sentiment before and after releases.

Severity Heatmaps

AI detects urgent problem-reviews vs casual feedback, helping you prioritize responses.

Why It Matters

Prevent poor reviews from piling up

Discover emotional triggers behind churn

Prioritize what users care about most

Make data-driven product decisions

See Real User Sentiment Instantly

Understand the emotions behind every review with AI-powered sentiment analysis.