Find return reasons and complaints in Amazon reviews
Label Amazon reviews with complaint and return reasons, sentiment and what buyers praise. Replace the sample reviews with your own, or pick an Amazon reviews scraper dataset.
Input
Output fields
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The Amazon Review Classifier — complaints & returns · $0.5/1k Actor is ready to run with the inputs already set for "Find return reasons and complaints in Amazon reviews". Sign up or log in and you'll land in Apify Console with a copy of this exact task.
Start the "Find return reasons and complaints in Amazon reviews" task
The Amazon Review Classifier — complaints & returns · $0.5/1k Actor will start running based on the input automatically. You can also change all the input fields, like review texts and custom labels, to match your specific use case.
Receive the "Find return reasons and complaints in Amazon reviews" 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 ASIN, product, variant, 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 "Find return reasons and complaints in Amazon reviews" task via API.

Integrate "Find return reasons and complaints in Amazon reviews" into your workflow
Connect "Find return reasons and complaints in Amazon reviews" with 100+ integrations, or run it via API or MCP.
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