Loading...
Loading...
Every negative review is a bug report in disguise. ROAST reads them all, clusters the chaos, and hands you clean engineering tickets.
From raw CSV to prioritized tickets in seconds. Here's how Roast supercharges your workflow.
Automatically groups similar reviews into actionable clusters using semantic embeddings.
Automatic sentiment scoring and severity classification (critical, high, medium, low) for every cluster.
Smart filtering removes spam, duplicates, and irrelevant reviews before analysis.
Upload any review dataset as CSV. Auto-detects text and rating columns - zero configuration needed.
AI-generated summaries for each cluster with sample reviews and key insights.
Real-time processing status, cluster distribution, sentiment breakdown, and severity metrics.
Join hundreds of teams who've automated their review-to-ticket pipeline.
Get Started Free