Negative Yelp Reviews for Complaint Analysis
Zebu Data
Yelp Reviews Scraper
Understand what drives customers away. Set Rating to 1 star and the scraper returns only 1-star reviews, each with review_text, review_date, latest_reviewer_rating, helpful_count and oh_no_count, so you can rank complaints yourself by how many people relate. This filtered subset usually ends below the cap. This demo caps Max_reviews at 100; set Max_reviews to 0 for all.
Input
Output fields
Sign up on Apify or log in
The Yelp Reviews Scraper Actor is ready to run with the inputs already set for "Negative Yelp Reviews for Complaint Analysis". Sign up or log in and you'll land in Apify Console with a copy of this exact task.
Start the "Negative Yelp Reviews for Complaint Analysis" task
The Yelp Reviews Scraper Actor will start running based on the input automatically. You can also change all the input fields, like yelp business urls, filter by rating, and more, to match your specific use case.
Receive the "Negative Yelp Reviews for Complaint Analysis" 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 url, business name, average 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 "Negative Yelp Reviews for Complaint Analysis" task via API.

Integrate "Negative Yelp Reviews for Complaint Analysis" into your workflow
Connect "Negative Yelp Reviews for Complaint Analysis" with 100+ integrations, or run it via API or MCP.
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