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Spot serious review alerts: hygiene, safety, scam

Run reviews of several businesses at once and flag the ones that need action today: each review gets a severity from minor to serious, and claims of hygiene, safety, fraud or scam come out as alerts in each business summary, with the reviews behind them. For multi-site brands and reputation agencies. The sample uses fictional reviews of three businesses.

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Review Analyzer API — Sentiment, Topics & Complaints
Review Analyzer API — Sentiment, Topics & Complaintssherwood/review-analyzer
Business
Date
Rating
Sentiment
+7 fields
Text
Number
Boolean
List
Object

Input

Reviews
text:Found a cockroach on our table and the waiter just laughed.+5
rating:1+5
placeName:Bistro Central (sample)+5
category:Restaurant+5
date:2026-10-01+5

Output fields

Business
Date
Rating
Sentiment
Severity
Criticized
Praised
Owner replied
Needs reply
Text
Review

How it works

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The Review Analyzer API — Sentiment, Topics & Complaints Actor is ready to run with the inputs already set for "Spot serious review alerts: hygiene, safety, scam". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Spot serious review alerts: hygiene, safety, scam" 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, to match your specific use case.

Receive the "Spot serious review alerts: hygiene, safety, scam" 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, date, 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 "Spot serious review alerts: hygiene, safety, scam" task via API.

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