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Analyze dental clinic reviews: care, waiting time, fees

Paste the reviews of a dental practice, or give the dataset of a reviews scraper, and get per practice the themes patients praise or criticize (reception, waiting time, listening, care quality, fees, appointments), the severity of each complaint, the complaints still waiting for a reply and a short summary. 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:Dr. Lewis explained every step and I felt no pain at all during the filling. Best dentist I have had.+5
rating:5+5
placeName:Smile Dental Studio (sample)+5
category:Dentist+5
date:2026-09-12+5
Business type:health

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 dental clinic reviews: care, waiting time, fees". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Analyze dental clinic reviews: care, waiting time, fees" 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 dental clinic reviews: care, waiting time, fees" 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 dental clinic reviews: care, waiting time, fees" task via API.

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