Classify restaurant reviews by complaint type

Created by

Nebulosa Data

Actor

Restaurant Review Analyzer – Google Maps Complaints AI

Classifies four sample restaurant reviews into service, wait time, food quality, price, allergens and more, with sentiment and severity. Paste your own reviews or a Google Maps reviews dataset.

Try for free

Restaurant Review Analyzer – Google Maps Complaints AInebulosa/restaurant-review-insights

Record

Place

Stars

Sentiment

+8 fields

Input

Pasted reviews:We waited 45 minutes for our mains and the food arrived cold.+3

Only reviews with 1-3 stars:false

Output fields

Record

Place

Stars

Sentiment

Severity

Issues

Review

Date

Method

Link

Top issues (summary)

Reviews (summary)

How it works

Sign up on Apify or log in

The Restaurant Review Analyzer – Google Maps Complaints AI Actor is ready to run with the inputs already set for "Classify restaurant reviews by complaint type". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Classify restaurant reviews by complaint type" task

The Restaurant Review Analyzer – Google Maps Complaints AI Actor will start running based on the input automatically. You can also change all the input fields, like pasted reviews and only reviews with 1-3 stars, to match your specific use case.

Receive the "Classify restaurant reviews by complaint type" 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 record, place, stars, 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 "Classify restaurant reviews by complaint type" task via API.