ListingLensBeta

Know exactly why your product fails.

Paste any Amazon product URL. Get multimodal AI analysis of your listing quality, return risk, and every customer complaint — in under 30 seconds.

250 reviews analyzed
Vision + NLP + LLM
No account required

Visual Quality Score

CLIP model analyzes your product images for lighting, composition, and presentation quality against category benchmarks

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