Yelp Review Extractor

What does it do?

Yelp Review Extractor scrapes all reviews from Yelp business pages. For each review, it extracts the full review text, star rating, date, reviewer name, and the number of useful, funny, and cool votes. The scraper automatically paginates through all review pages to collect comprehensive review data.

Why use this scraper?

Yelp reviews are a goldmine for sentiment analysis, reputation monitoring, and competitive intelligence. This scraper automates the process of collecting hundreds or thousands of reviews from any Yelp business. Use it for brand monitoring, customer feedback analysis, competitor research, or building datasets for NLP and machine learning projects.

How to use it

1. Go to Yelp Review Extractor on Apify Store
2. Click "Try for free"
3. Enter one or more Yelp business page URLs
4. Set the maximum number of reviews per business
5. Click "Start" and download the results

You can also use the Apify API to run the scraper programmatically.

Input configuration

Field	Type	Description
businessUrls	Array	Yelp business page URLs to extract reviews from
maxReviews	Integer	Maximum number of reviews to extract per business

Output data

{
  "businessName": "Tartine Bakery",
  "reviewerName": "John D.",
  "rating": 5,
  "date": "2026-01-15",
  "reviewText": "Amazing pastries and coffee...",
  "useful": 3,
  "funny": 0,
  "cool": 1,
  "businessUrl": "https://www.yelp.com/biz/tartine-bakery-san-francisco",
  "scrapedAt": "2026-01-01T00:00:00.000Z"
}

Cost of usage

Yelp Review Extractor uses pay-per-event pricing. Each review costs approximately $0.0003 (about $0.30 per 1,000 reviews). The Apify Free plan provides $5/month of platform credits.

Tips

• Use full Yelp business URLs (starting with https://www.yelp.com/biz/)
• Reviews are sorted by Yelp's default relevance order
• Useful/funny/cool votes indicate review quality and engagement
• Export to CSV for easy analysis in spreadsheet tools
• Schedule regular runs with Apify scheduling for ongoing monitoring

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Built with Crawlee and Apify SDK. See more scrapers by consummate_mandala on Apify Store.