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Extract Business Listings from Yelp with Our Powerful API

Unlock valuable Yelp insights instantly. Our robust API empowers you to access real-time restaurant names, ratings, reviews, categories, opening hours, and location data reliably and at scale, overcoming blocks and CAPTCHAs with unmatched success rates.

  • 99.99% success rates
  • 1 - 3s avg response time
  • Bypass advanced bot-blockers
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featured-image-yelp-scraper
Scrape Yelp with ScraperAPI

Join the 10,000+ data-focused companies using ScraperAPI

Access and Extract LiveYelp Data: Business details, customer reviews, ratings, hours, and location information.

ScrapeYelp Data: Overcome Blocks & Extract HTML Seamlessly

Yelp utilizes anti-scraping technologies, including JavaScript rendering, rate limits, and reCAPTCHA, to protect its content. This makes it difficult for traditional scrapers to pull accurate listings consistently.

ScraperAPI solves this with:

  • A global pool of over 150M+ IPs (datacenter, residential, mobile)
  • Built-in browser rendering to handle dynamic content
  • Automatic retries for failed requests
CHECK OUR DOCUMENTATION
Auto Parsing​
Structured markdown and text data for LLM

Turn Yelp Pages into LLM-Ready Data

By setting the output_format parameter to text or markdown, ScraperAPI will return any Yelp business data in an LLM-ready format – no parsing or extra steps needed.

  • Reduce data cleaning workloads
  • Feed your models with localized data
  • Used ScraperAPI’s advanced features

Train your models and build custom applications using accurate business information from any Yelp domain.

OUTPUT FORMATS

Access Geo-Targeted Yelp Data and Uncover Region-Specific Insights

Yelp results vary widely by city, state, and country. With ScraperAPI’s geotargeting feature, you can:

  • Send requests from over 200 countries
  • Get location-specific reviews and listings
  • Collect localized data for competitor analysis, review tracking, or market entry research

Geotargeting is included in all plans.

DISCOVER ALL LOCATIONS
ScraperAPI geotargeting
Async Scraper Service

Accelerate Large-Scale Yelp Scraping with Our Async API

Need to collect thousands of Yelp listings quickly? ScraperAPI’s Async API makes it easy to:

  • Submit bulk requests in parallel
  • Automatically retry failed jobs
  • Get results sent straight to your system via webhook

This setup is ideal for continuous data pipelines that require speed and consistency.

LEARN ABOUT ASYNC

Automate and Schedule Recurrent Yelp Scraping Tasks

Keep business information updated effortlessly with ScraperAPI’s DataPipeline endpoints. You can:

  • Automate regular updates to ratings, reviews, or business hours
  • Monitor changes in reputation or listings over time
  • Receive new data directly into your systems with webhook support

It’s built to handle millions of monthly requests without breaking your workflow.

LEARN ABOUT DATAPIPELINE
Data Pipeline
IP locatations

Pool of 150M+ IPs

geolocation

100+
proxy locations

Uptime guarantee

5s avg
response time

Unlimited bandwith

99.99%
success rates

Structured
data endpoints

Enterprise Features Without the Price Tag

Professional support

Dedicated Support Team

Proactive support to ensure your scrapers run smoothly.

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Slack Support Channel

Contact the team directly and get an answer in under 1 hour.

geolocation

100% Compliant

All data collected and provided to customers are ethically obtained and compliant with all applicable laws.

IP locatations

Global Data Coverage

Scrape localized data from over 150 countries with a pool of +200M proxies.

Integration tutorials

Powerful Scraping Tools

All our tools are designed to simplify the scraping process and collect mass-scale data without getting blocked.

Designed for Scale

Scale your data pipelines while keeping a near-perfect success rate.

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Consistently Scrape Millions of Yelp Pages with Industry-Leading Success Rates

Get a custom trial that fits your unique needs, including +300 concurrent threads, up to 50M scraping credits, a Slack channel, and premium support to handle large request volumes without interruptions.

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Test Our Yelp Scraper API: Get Started in Minutes

Payload parameters

api_key
add your unique API key		urls
specify the page you want data from		country_code
send your requests from 100+ locations		render
set it to ‘true’ to scrape dynamic URLs
output_format
turn pages into markdown or text data		premium
tell ScraperAPI to use only residential and mobile proxies		ultra_premium
scrape the toughest sites without getting blocked		device_type
choose between ‘desktop’ or ‘mobile’ versions of the page
python snippet
import requests

payload = {
   'api_key': 'YOUR_API_KEY',
   'url': 'https://www.yelp.com/search?find_desc=Pizza&find_loc=New+York%2C+NY',
   "premium": 'true',
   'output_format': 'markdown'
}

response = requests.get('https://api.scraperapi.com/', params=payload)
data = response.text

with open('yelp-business.md', 'w') as f:
    f.write(data)
json export
### [NY Pizza Suprema](/adredir?ad%5Fbusiness%5Fid=-9NO2IDCJMyNGZMAQ1-VQw&campaign%5Fid=Cuh20m5cGJn15-1Cj0QEpA&click%5Forigin=search%5Fresults&placement=vertical%5F0&placement%5Fslot=0&redirect%5Furl=https%3A%2F%2Fwww.yelp.com%2Fbiz%2Fny-pizza-suprema-new-york&request%5Fid=0c36de90be5f17b8&signature=774c72804c9502bbfe48205651f499ec0b96ba77d8cf09e4f2ebad56db55defd&slot=1)  
4.3 (2.8k reviews)  
Chelsea$$  
   * On their website: **pizza place**  
'I came here on a weeknight a few weeks ago to grab a quick dinner before catching a train back home. I'm always cynical of reviews, even on Yelp, so I'' [more](/adredir?ad%5Fbusiness%5Fid=-9NO2IDCJMyNGZMAQ1-VQw&campaign%5Fid=Cuh20m5cGJn15-1Cj0QEpA&click%5Forigin=read%5Fmore&placement=vertical%5F0&placement%5Fslot=0&redirect%5Furl=https%3A%2F%2Fwww.yelp.com%2Fbiz%2Fny-pizza-suprema-new-york%3Fhrid%3D0Xfgt%5F7PooOLkFtP7KRyeQ&request%5Fid=0c36de90be5f17b8&signature=3f7617ebeb71b37f583d44d688c90700e72bf2364b66ccb379d9cd0231320139&slot=1)  
[Pizza](/search?find%5Fdesc=Pizza&find%5Floc=New+York%2C+NY)  
[Order](/adredir?ad%5Fbusiness%5Fid=-9NO2IDCJMyNGZMAQ1-VQw&click%5Forigin=search%5Fresults%5Fplatform&placement=vertical%5F0&placement%5Fslot=0&redirect%5Furl=https%3A%2F%2Fwww.yelp.com%2Fbiz%2Fny-pizza-suprema-new-york%3Fshow%5Fplatform%5Fmodal%3DTrue&request%5Fid=0c36de90be5f17b8&signature=196f0249560a272cdf95a08a8cab6270e0695a20bada5e61da600f4e9f30392b&slot=1)
* ## All "pizza" results near me in New York, New York - June 2025
* [![Juliana's - Pizza - New York, NY](https://s3-media0.fl.yelpcdn.com/bphoto/hGdBQaTUkdXT_Eb8aR-jww/348s.jpg "Juliana's - Pizza - New York, NY")](/biz/julianas-brooklyn-3?osq=Pizza)  
### 1. [Juliana's](/biz/julianas-brooklyn-3?osq=Pizza)  
4.4 (2.9k reviews)  
DUMBO$$  
'One of the best pizza places I've been to! Fresh ingredients, delicious pizza, and top-notch service...' [more](/biz/julianas-brooklyn-3?hrid=Ij73YYVHCx-Zb63Ac-UJkQ&osq=Pizza)  
[Pizza](/search?find%5Fdesc=Pizza&find%5Floc=New+York%2C+NY)
* [![L'industrie Pizzeria - Pizza - New York, NY](https://s3-media0.fl.yelpcdn.com/bphoto/ylC6D9MDDdCqunSRCZdmHw/348s.jpg "L'industrie Pizzeria - Pizza - New York, NY")](/biz/l-industrie-pizzeria-new-york?osq=Pizza)  

—
[TRUNCATED]

What Our Customers
Are Saying

One of the most frustrating parts of automated web scraping is constantly dealing with IP blocks and CAPTCHAs. ScraperAPI gets this task off of your shoulders.

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based on 50+ reviews

The team at ScraperAPI was so patient in helping us debug our first scraper. Thanks for being super passionate and awesome!
Cristina Saavedra
Cristina SaavedraOptimization Director at SquareTrade
A dead simple API plus a generous free tier are hard to beat. ScraperAPI is a good example of how developer experience can make a difference in a crowded category.
Ilya Sukhar
Ilya SukharFounder of Parse, Partner at YCombinator
I researched a lot of scraping tools and am glad I found ScraperAPI. It has low cost and great tech support. They always respond within 24 hours when I need any help with the product.
Alexander Zharkov
Alexander ZharkovFullstack Javascript Developer
BigCommerce

Simplify Your Yelp Data Scraping Workflow with ScraperAPI

Hobby

Ideal for small projects or personal use.

Hobby

$49

/ month

$44

/ month, billed annually

  • 100,000 API Credits
  • 20 Concurrent Threads
  • US & EU regions only
Start Trial

Startup

Great for small teams and advanced users.

Startup

$149

/ month

$134

/ month, billed annually

  • 1,000,000 API Credits
  • 50 Concurrent Threads
  • US & EU regions only
Start Trial

Business

Perfect for small-medium businesses.

Business

$299

/ month

$269

/ month, billed annually

  • 3,000,000 API Credits
  • 100 Concurrent Threads
  • All country-level Geotargeting
Start Trial

Scaling

Most popular

Perfect for teams looking to scale their operations.

Business

$475

/ month

$427

/ month, billed annually

  • 5,000,000 API Credits
  • 200 Concurrent Threads
  • All country-level Geotargeting
Start Trial

Enterprise

Need more than 5,000,000 API Credits with all premium features, premium support, and a Slack support channel?

  • 5,000,000+ API credits and 200+ Concurrent Threads
  • Dedicated Support Team
  • Slack Support
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Yelp Scraping FAQs: Learn More About Using ScraperAPI

Yes, it is legal to scrape publicly available business data from Yelp, as long as you do not bypass login requirements or access restricted content.

Absolutely. ScraperAPI is equipped to handle CAPTCHAs, rate limits, and JavaScript-heavy content, ensuring reliable access to Yelp listings at scale.

ScraperAPI typically returns data within 1 to 5 seconds per request, depending on the complexity and structure of the target Yelp page.

Using ScraperAPI, you can extract business names, categories, ratings, review counts, operating hours, physical addresses, and contact information from Yelp pages.

The Scaling Plan supports up to 200 concurrent threads by default, while custom enterprise plans can exceed 1,000 threads to support large-scale scraping operations.