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Analyze restaurant reviews: food, service, waiting time

Give the reviews of one or many restaurants and get, for each, what customers praise and criticize (food, service, waiting time, price, atmosphere, cleanliness), how serious the complaints are and which ones never got a reply. The sample uses six illustrative reviews; plug the dataset of any Google Maps reviews scraper with datasetId for real ones.

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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:The duck breast was perfect and the staff remembered our anniversary. We will be back.+5
rating:5+5
placeName:Le Petit Comptoir (sample)+5
category:French restaurant+5
Business type:restaurant

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 restaurant reviews: food, service, waiting time". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Analyze restaurant reviews: food, service, waiting time" 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 business type, to match your specific use case.

Receive the "Analyze restaurant reviews: food, service, waiting time" 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 restaurant reviews: food, service, waiting time" task via API.

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