Amazon Reviews Scraper with Sentiment Analysis
Pull and synthesise Amazon reviews for any ASIN into aspect-level sentiment, defect emergence, and a rating breakdown. Structured JSON or CSV output.
Input
Output fields
Sign up on Apify or log in
The Amazon Product Scraper - BSR, Buybox & Review Monitor Actor is ready to run with the inputs already set for "Amazon Reviews Scraper with Sentiment Analysis". Sign up or log in and you'll land in Apify Console with a copy of this exact task.
Start the "Amazon Reviews Scraper with Sentiment Analysis" task
The Amazon Product Scraper - BSR, Buybox & Review Monitor Actor will start running based on the input automatically. You can also change all the input fields, like mode and ASINs / product URLs (products / reviews mode), to match your specific use case.
Receive the "Amazon Reviews Scraper with Sentiment Analysis" output
Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as title, review intelligence (deterministic, lexicon-tfidf-v1), sampling transparency, and more.
Integrate into your workflow
The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Amazon Reviews Scraper with Sentiment Analysis" task via API.

Integrate "Amazon Reviews Scraper with Sentiment Analysis" into your workflow
Connect "Amazon Reviews Scraper with Sentiment Analysis" with 100+ integrations, or run it via API or MCP.
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