Yelp Scraper API

Extract business listings, reviews, ratings, and location data from Yelp with our powerful scraper API. Get structured, type-safe data with millisecond response times and built-in proxy management.

Just provide a URL and we'll create a custom high-speed parser just for you. Or choose one of our ready-to-use parsers.

curl -X POST  'https://api.parseium.com/v1/scrape/id123' \
  -H 'Content-Type: application/json' \
  -H 'X-Api-Key: YOUR_API_KEY' \
  -F 'url=https://www.example.com'

curl -X POST  'https://api.parseium.com/v1/scrape/id123' \
  -H 'Content-Type: application/json' \
  -H 'X-Api-Key: YOUR_API_KEY' \
  -F 'url=https://www.example.com'

{
  "id": "id123",
  "title": "Example Product",
  "price": 19.99,
  "inStock": true
}

{
  "id": "id123",
  "title": "Example Product",
  "price": 19.99,
  "inStock": true
}

Type-Safe

Always-warm browsers

Managed proxies

Edit via chat

Lower cost than LLM runs

How to Create Your Yelp Scraper

Get your Yelp scraper API up and running in minutes with these simple steps.

Sign up and create a parser

Create your free Parseium account and start a new parser project. Choose Yelp as your target website and get 1000 free credits to get started.

Configure target URL and data fields

Paste an example Yelp page URL (business listing or search results) and use our AI-powered schema builder to define the data fields you want to extract—business names, ratings, reviews, addresses, and more.

Test your extraction

Run a test extraction to verify your parser is capturing the right data. Our AI will help you refine selectors and validate the output matches your schema.

Get your API key

Generate an API key from your dashboard. This key authenticates your requests and tracks your usage across all your parsers.

Integrate with your code

Use our simple REST API to start extracting Yelp data. Send URLs via the scrape endpoint or HTML via the parse endpoint and get structured JSON back instantly.

How to Use the Yelp API

Simple REST API with two endpoints: scrape any Yelp URL or parse HTML you already have.

Scrape Endpoint

Provide a Yelp URL and we'll fetch and parse it for you.

const response = await fetch(`https://api.parseium.com/v1/scrape/${parserId}`, {
  method: 'POST',
  headers: {
    'X-API-Key': process.env.PARSEIUM_API_KEY,
    'Content-Type': 'application/json',
  },
  body: JSON.stringify({
    url: 'https://example.com/yelp-scraper-api-page',
  }),
});

const data = await response.json();
console.log(data);

const response = await fetch(`https://api.parseium.com/v1/scrape/${parserId}`, {
  method: 'POST',
  headers: {
    'X-API-Key': process.env.PARSEIUM_API_KEY,
    'Content-Type': 'application/json',
  },
  body: JSON.stringify({
    url: 'https://example.com/yelp-scraper-api-page',
  }),
});

const data = await response.json();
console.log(data);

Parse Endpoint

Upload Yelp HTML content directly for faster parsing.

TypeScript Example

const formData = new FormData();
formData.append('html', htmlFile); // File or Blob

const response = await fetch(`https://api.parseium.com/v1/parse/${parserId}`, {
  method: 'POST',
  headers: {
    'X-API-Key': process.env.PARSEIUM_API_KEY,
  },
  body: formData,
});

const data = await response.json();
console.log(data);

const formData = new FormData();
formData.append('html', htmlFile); // File or Blob

const response = await fetch(`https://api.parseium.com/v1/parse/${parserId}`, {
  method: 'POST',
  headers: {
    'X-API-Key': process.env.PARSEIUM_API_KEY,
  },
  body: formData,
});

const data = await response.json();
console.log(data);

Need more details? Check out our full API documentation for authentication, error handling, rate limits, and advanced configuration options.

Use Cases for Yelp Scraping

See how businesses and developers use our Yelp scraper API.

Lead Generation

Build targeted lists of local businesses by category, location, and rating. Extract contact information and business details for sales prospecting.

Reputation Monitoring

Track your business reviews and ratings over time. Monitor sentiment, identify trends, and respond to customer feedback faster.

Competitor Analysis

Analyze competitor businesses, their review trends, rating distributions, popular dishes or services, and customer sentiment.

Market Research

Discover market trends, identify underserved areas, analyze category saturation, and validate business ideas using real review data.

Review Aggregation

Aggregate reviews from multiple locations, create dashboards showing review trends, and analyze customer feedback at scale.

Choose the right plan for your business.

Scale effortlessly with features designed for growth, from small to industrial scale data collection efforts.

Starter

Perfect for new teams and small projects.

$49/mo

Key Features:

150,000 Scraping Credits
3 Custom APIs
3 Concurrent Scrapers
Headless Browsers
Rotating Premium Proxies

Pro

Key Features:

700,000 Scraping Credits
10 Custom APIs
10 Concurrent Scrapers
Headless Browsers
Rotating Premium Proxies

Business

Advanced features and dedicated support for large data extraction efforts.

$299/mo

Key Features:

3,000,000 Scraping Credits
30 Custom APIs
150 Concurrent Scrapers
Headless Browsers
Rotating Premium Proxies

Frequently Asked Questions

Common questions about our Yelp scraper API.

How does the Yelp scraper API work?

What data can I extract from Yelp?

Is it legal to scrape Yelp?

How fast is the Yelp API?

Should I use Yelp scraper or the official Fusion API?

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Free your Data

Stop wasting hours writing parsing scripts for each site. Stop overpaying for tokens with LLM extraction.

easy integration
works with any scraping stack
fast and accurate
scalable performance
thousands of pages per day