# Scrape Yelp Leads from a Search URL

**Use case:** 

Already filtered your search on Yelp? Copy the search-results URL and paste it here to scrape every business it returns - no keywords needed. The scraper walks the results and returns name, phone_number, website, full_address, city, state, zipcode, categories, rating and review_count for each listing. Perfect for turning filters you already set into a ready-to-call lead list. Pay per result.

## Input

```json
{
  "keywords": [],
  "locations": [],
  "languages": "English (United States)",
  "sort": "Recommended",
  "price": [],
  "maxCrawlPages": 3,
  "unique_only": false,
  "urls": [
    "https://www.yelp.com/search?find_desc=Roofing&find_loc=Phoenix%2C+AZ"
  ]
}
```

## Output

```json
{
  "is_ad": {
    "label": "Advertisement",
    "format": "boolean"
  },
  "name": {
    "label": "Business Name",
    "format": "text"
  },
  "rating": {
    "label": "Rating",
    "format": "text"
  },
  "review_count": {
    "label": "Review Count",
    "format": "text"
  },
  "is_claimed": {
    "label": "Claimed",
    "format": "text"
  },
  "price_level": {
    "label": "Price Level",
    "format": "text"
  },
  "categories": {
    "label": "Categories",
    "format": "text"
  },
  "coordinates": {
    "label": "Coordinates",
    "format": "object"
  },
  "full_address": {
    "label": "Full Address",
    "format": "text"
  },
  "city": {
    "label": "City",
    "format": "text"
  },
  "state": {
    "label": "State",
    "format": "text"
  },
  "zipcode": {
    "label": "Zip Code",
    "format": "text"
  },
  "phone_number": {
    "label": "Phone Number",
    "format": "text"
  },
  "images": {
    "label": "Images",
    "format": "array"
  },
  "hours": {
    "label": "Hours",
    "format": "object"
  },
  "owner_name": {
    "label": "Owner Name",
    "format": "text"
  },
  "about": {
    "label": "About",
    "format": "text"
  },
  "reviewhighlights": {
    "label": "Review Highlights",
    "format": "array"
  },
  "amenities": {
    "label": "Amenities",
    "format": "object"
  },
  "specialties": {
    "label": "Specialties",
    "format": "text"
  },
  "year_established": {
    "label": "Year Established",
    "format": "text"
  },
  "popular_items": {
    "label": "Popular Items",
    "format": "array"
  },
  "menu_url": {
    "label": "Menu URL",
    "format": "link"
  },
  "questions_answers": {
    "label": "Q&A",
    "format": "array"
  },
  "videos": {
    "label": "Videos",
    "format": "array"
  },
  "health_inspections": {
    "label": "Health Inspections",
    "format": "array"
  },
  "verified_licenses": {
    "label": "Verified Licenses",
    "format": "array"
  },
  "service_areas": {
    "label": "Service Areas",
    "format": "array"
  },
  "website": {
    "label": "Website",
    "format": "text"
  },
  "timestamp": {
    "label": "Timestamp",
    "format": "text"
  },
  "url": {
    "label": "Link",
    "format": "link"
  }
}
```

## About this Actor

This example demonstrates how to use [Yelp Advanced Business Scraper: Pay Per Result](https://apify.com/delicious_zebu/yelp-advanced-business-scraper-pay-per-result.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/delicious_zebu/yelp-advanced-business-scraper-pay-per-result.md) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

This Task's input is already configured above. Use it as-is rather than inventing a new one.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/delicious_zebu/yelp-advanced-business-scraper-pay-per-result.md

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).