ListingLensBeta

Know exactly why your product fails.

Paste any Amazon product URL. Get an AI analysis of review sentiment, return risk, and every customer complaint — with an agent that cites its sources.

250 reviews analyzed
NLP + XGBoost + LLM agent
No account required

Agentic Copilot

Ask a question in plain English. The agent plans which of its five tools to call, runs them, and returns a decision with every claim cited back to a review

Review Intelligence

BERT sentiment analysis across 250 reviews, balanced across all star ratings. Topic clusters reveal what's driving negative feedback

Return Risk Prediction

XGBoost model trained on review signals predicts your return probability and compares it against category average

73
Overall Score
/100
HIGH — 34%
Sentiment Topics
Hover for details

Analyze a product to unlock full report