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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.

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Amazon Review Classifier — complaints & returns · $0.5/1k
Amazon Review Classifier — complaints & returns · $0.5/1kleoworks/amazon-review-classifier
ASIN
Product
Variant
Stars
+16 fields
Text
Number
Boolean
List
Object

Input

Review texts:Stopped charging after two weeks. Returning it.+3
Custom labels:mentions the smell

Output fields

ASIN
Product
Variant
Stars
Date
Verified
Vine
Complaints
Praised
Sentiment
Return / refund
Stars ≠ text
Act on it
Your labels
Review
Helpful
Link
Review id
Index
Error

How it works

Sign up on Apify or log in

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.

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