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Analyze online store reviews: delivery, quality, support

Analyze the reviews of an online store against your own themes (here: delivery, product quality, customer support, returns and refunds, price). Each review gets a sentiment, the themes it praises or criticizes and a severity; each store gets a summary and its unanswered complaints. Works with Trustpilot or Google review scrapers. The sample uses fictional reviews.

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Review Analyzer API — Sentiment, Topics & Complaints
Review Analyzer API — Sentiment, Topics & Complaintssherwood/review-analyzer
Business
Reviews
Rating
Negative share
+2 fields
Text
Number
Boolean
List
Object

Input

Reviews
text:Parcel arrived in two days, the lamp is even nicer than on the photos.+5
rating:5+5
placeName:Nordic Home Store (sample)+5
category:Online store+5
date:2026-09-14+5
Your own themes:delivery+4

Output fields

Business
Reviews
Rating
Negative share
Unanswered complaints
Summary

How it works

Sign up on Apify or log in

The Review Analyzer API — Sentiment, Topics & Complaints Actor is ready to run with the inputs already set for "Analyze online store reviews: delivery, quality, support". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Analyze online store reviews: delivery, quality, support" task

The Review Analyzer API — Sentiment, Topics & Complaints Actor will start running based on the input automatically. You can also change all the input fields, like reviews and your own themes, to match your specific use case.

Receive the "Analyze online store reviews: delivery, quality, support" 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 business, reviews, rating, 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 "Analyze online store reviews: delivery, quality, support" task via API.

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Integrate "Analyze online store reviews: delivery, quality, support" into your workflow

Connect "Analyze online store reviews: delivery, quality, support" with 100+ integrations, or run it via API or MCP.

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