🏪 Fast Yelp Business Scraper API: Extract Business Data, Ratings & Contact Details at Scale

The Yelp Business Scraper is an Apify Actor that extracts structured business data from any Yelp listing—including ratings, operating hours, amenities, coordinates, and contact details—without requiring a Yelp API key. This yelp scraper api collects 30+ data fields from business profiles, search results, and location-based queries.

Use this yelp data extractor for lead generation, competitor analysis, market research, or local SEO auditing. No API key required—extract business names, star ratings, price ranges, phone numbers, addresses, and operating hours at scale. First 40 results FREE with every search query.

💰 Event-Based Pricing: $0.02/search query (first 40 items FREE) | $0.0005/business detail | 🔓 No Yelp API key required

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📋 Table of Contents

1. What Does the Yelp Business Scraper Do?
2. Features & Capabilities
3. Pricing
4. Input Parameters
5. Yelp Business Scraper Strategy Guide
6. Output Format
7. Custom Map Function
8. Related Scrapers
9. Demo Mode & Free Testing
10. Troubleshooting
11. Use Cases & Industries
12. Quick Start Guide
13. FAQ
14. Contact

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🧭 What Does the Yelp Business Scraper Do?

Yelp business scraper is a tool that automates the extraction of business profiles, ratings, reviews, and contact information from Yelp listings. This yelp data extractor enables lead generation, competitor analysis, and market research by collecting business IDs, star ratings, review counts, price ranges, operating hours, and amenities from any Yelp search or business page.

The Yelp Scraper API retrieves comprehensive business data—including business names, categories, addresses, phone numbers, website URLs, coordinates, Q&A sections, and 30+ amenity fields—by search term, location, or direct URL. This tool operates without requiring Yelp Fusion API keys, OAuth authentication, or complex setup.

This yelp business data extractor serves as a practical alternative to the official Yelp Fusion API for bulk data collection. No API quotas, no rate limit headaches—just straightforward data access through Apify's infrastructure. Scrape Yelp businesses by location, category, or direct URL in minutes.

Why Choose This Yelp Business Scraper?

Feature	This Scraper	Yelp Fusion API	Other Scrapers
API Key Required	❌ No	✅ Yes	Varies
Free Tier	40 items FREE	500 calls/day	Limited
Rate Limits	No hard limits	5,000 calls/day	Varies
Data Fields	30+ fields	Limited fields	10-15 fields
Amenities Data	✅ Full extraction	⚠️ Partial	❌ Not available
Q&A Section	✅ Supported	❌ Not available	❌ Not available
Export Formats	JSON, CSV, Excel	JSON only	Varies

What Data Can You Extract?

Business-Level Data

• Business ID — Unique Yelp business identifier
• Business name — Official business name
• Business URL — Direct Yelp listing URL
• Star rating (1-5) — Average rating with decimal precision
• Review count — Total number of reviews
• Price range — $ to $$$$ pricing indicator
• Business categories — Cuisine type, service type, industry
• Is claimed — Whether business owner has claimed the listing
• Is permanently closed — Business closure status
• Year established — When the business was founded
• Business history — Historical information if available
• Primary photo URL — Main business image
• Media count — Total photos and videos

Location & Contact Data

• Full address — Street address, city, state, zip code
• City, state, region code — Geographic identifiers
• Postal code — ZIP code
• Latitude & longitude — GPS coordinates for mapping
• Phone number — Business phone
• Website URL — Official business website
• Reservation URL — Online booking link if available

Operational Data

• Operating hours (Mon-Sun) — Full weekly schedule
• Amenities — 25+ amenity fields including:
  • Delivery, takeout, outdoor seating
  • Parking options (valet, street, lot)
  • Wi-Fi availability
  • Accessibility features (ADA compliance)
  • Payment methods (credit cards, Apple Pay, Android Pay)
  • Ambience, noise level
  • Good for groups, good for kids
  • Alcohol options, happy hour
  • Catering availability

Engagement Data

• Q&A section — Questions, answers, users, dates
• Highlights — Featured business attributes
• Reviews — When enabled via related scraper

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⚡ Features & Capabilities

3 Input Methods Supported

Input Type	Example	Best For
Direct URL	https://www.yelp.com/biz/restaurant-name	Single business extraction
Place Slug	maxs-restaurant-glendale-glendale-3	Batch business lookup
Search Query	searchTerms: ["pizza"] + location: "New York"	Scrape Yelp by location

Core Features

• 🚀 High-Speed Extraction — Extract hundreds of businesses efficiently
• 🆓 Free Tier — First 40 items FREE with every search query
• 🔓 No API Key — No Yelp Fusion API key or OAuth required
• 📍 Location Search — Scrape Yelp by location with search terms
• 🔄 Sort Options — Sort by rating, recommended, or review count
• 📁 Multiple Export Formats — JSON, CSV, Excel direct download
• ⚙️ Custom Transformations — Shape output with custom map functions
• 🔗 API Integration — RESTful API for Python, Node.js, or any HTTP client

Agents Review Intelligence Suite

This yelp business scraper is part of the Agents cross-platform review intelligence suite on Apify—built by ex-Big Tech engineers and data specialists for precision at scale:

Tool	What It Extracts	Best For
🏪 Yelp Business Scraper	Business profiles, ratings, amenities, contact	Business data (You are here)
⭐ Yelp Reviews Scraper	Reviews, ratings, reviewer profiles	Sentiment analysis
⭐ Trustpilot Reviews Scraper	Reviews, TrustScores, company replies	SaaS/B2B analysis
⭐ TripAdvisor Reviews Scraper	Hotel/restaurant reviews, ratings	Hospitality intelligence

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💰 Pricing

Event-Based Cost Structure

Pay only for what you scrape—no subscriptions, no hidden fees. This yelp lead generation scraper uses transparent pay-per-event pricing:

Event Type	Price	What's Included
List Query	$0.02/search	First 2 pages (~40 items) FREE
Detail Query	$0.0005/business	Individual business profile
Dataset Item	$0.0005/item	Each business in results

Cost Examples

Scenario	What You Pay
1 search, 40 businesses	$0.02 (all free)
1 search, 100 businesses	$0.05
5 searches, 200 businesses total	$0.18
10 direct business URLs	$0.005
50 businesses with full details	$0.025

Why This Pricing Works

• No monthly fees — Pay only for data extracted
• First 40 items FREE — Generous free tier with every search
• Predictable costs — Calculate exact spend before running
• Scales linearly — Same rate whether extracting 100 or 10,000 businesses

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🍚 Input Parameters

Configure your yelp business scraper extraction with these parameters. Whether you want to scrape Yelp businesses by URL, slug, or search query, these settings control what data you collect.

Field	Type	Description	Default
startUrls	array	Direct Yelp business URLs to extract.	[]
placeSlugs	array	Yelp place slugs (alternative to URLs).	[]
searchTerms	array	Keywords to search on Yelp.	[]
location	string	Location for search queries (city, state, zip).	null
sortBy	string	Sort order: rating, recommended, reviewCount.	null
maxItems	number	Maximum businesses to extract.	30
customMapFunction	string	JavaScript function to transform output. Not for filtering.	null

Parameter Examples

Extract Single Business by URL:

{
  "startUrls": ["https://www.yelp.com/biz/maxs-restaurant-glendale-glendale-3"],
  "maxItems": 1
}

Scrape Yelp by Location (Search):

{
  "searchTerms": ["pizza", "italian restaurant"],
  "location": "Los Angeles, CA",
  "maxItems": 100
}

Extract by Place Slug:

{
  "placeSlugs": ["maxs-restaurant-glendale-glendale-3", "another-business-slug"],
  "maxItems": 10
}

Sort by Rating:

{
  "searchTerms": ["coffee shop"],
  "location": "San Francisco, CA",
  "sortBy": "rating",
  "maxItems": 50
}

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📖 Yelp Business Scraper Strategy Guide

Master the art of yelp business data extraction with these proven strategies. Whether you're building lead lists, analyzing competitors, or researching markets, this guide covers the optimal approach for each use case.

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🎯 Strategy 1: Lead Generation by Location

Goal: Build targeted business lists for sales outreach

Best Input:

{
  "searchTerms": ["dentist", "dental clinic"],
  "location": "Chicago, IL",
  "maxItems": 200
}

Why This Works:

• Extract phone numbers, websites, and addresses for lead generation
• Filter by category to target specific industries
• Export Yelp businesses to CSV for CRM import
• Build B2B prospecting lists at scale

Pro Tips:

• Use specific search terms for better targeting
• Combine multiple related terms in one run
• Sort by reviewCount to find established businesses

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🎯 Strategy 2: Competitor Analysis

Goal: Analyze competitor ratings, reviews, and amenities

Best Input:

{
  "startUrls": [
    "https://www.yelp.com/biz/competitor-1",
    "https://www.yelp.com/biz/competitor-2",
    "https://www.yelp.com/biz/competitor-3"
  ],
  "maxItems": 10
}

Why This Works:

• Compare ratings and review counts across competitors
• Analyze amenities and services offered
• Track competitive intelligence data
• Identify gaps in competitor offerings

Pro Tips:

• Extract Q&A sections for customer pain points
• Compare operating hours and availability
• Analyze price ranges across competitors

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🎯 Strategy 3: Market Research by Category

Goal: Understand market density and business landscape

Best Input:

{
  "searchTerms": ["restaurant"],
  "location": "Austin, TX",
  "sortBy": "recommended",
  "maxItems": 500
}

Why This Works:

• Map business density in target markets
• Analyze category distribution and trends
• Support real estate market research decisions
• Identify underserved areas for franchise location research

Pro Tips:

• Use broad search terms for market overview
• Sort by different criteria for varied perspectives
• Extract coordinates for geographic mapping

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🎯 Strategy 4: Reputation Monitoring

Goal: Track business ratings and review trends

Best Input:

{
  "startUrls": ["https://www.yelp.com/biz/your-business-name"],
  "maxItems": 1
}

Why This Works:

• Monitor your own business ratings
• Track review count changes over time
• Support reputation management workflows
• Combine with Yelp Reviews Scraper for full analysis

Pro Tips:

• Schedule regular runs for trend tracking
• Compare against competitor ratings
• Use webhooks for automated alerts

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📊 Output Format

Clean, structured JSON output with comprehensive business data. Each business object contains 30+ fields covering ratings, contact info, location, amenities, and engagement data—everything you need to extract Yelp business details at scale.

Business Output Example

The following output shows the key fields extracted from each Yelp business listing:

{
  "businessId": "znEKghXteVgPyaUboU1Dsg",
  "type": "business",
  "url": "https://www.yelp.com/biz/maxs-restaurant-glendale-glendale-3",
  "title": "Max's Restaurant - Glendale",
  "rating": 3.3,
  "reviewCount": 1346,
  "priceRange": "$$",
  "categories": ["Filipino", "Seafood", "Breakfast & Brunch"],
  "isClaimed": true,
  "isBusinessClosed": false,
  "yearEstablished": null,
  "address": {
    "city": "Glendale",
    "regionCode": "CA",
    "addressLine1": "313 W Broadway",
    "postalCode": "91204",
    "formatted": "313 W Broadway\nGlendale, CA 91204"
  },
  "coordinates": [{ "latitude": 34.147119, "longitude": -118.258638 }],
  "primaryPhoto": "https://s3-media0.fl.yelpcdn.com/bphoto/.../o.jpg",
  "operationHours": {
    "Mon": "11:00 AM - 8:30 PM",
    "Tue": "11:00 AM - 8:30 PM",
    "Wed": "11:00 AM - 8:30 PM",
    "Thu": "11:00 AM - 8:30 PM",
    "Fri": "11:00 AM - 8:30 PM",
    "Sat": "11:00 AM - 8:30 PM",
    "Sun": "10:00 AM - 8:30 PM"
  },
  "amenities": [
    { "RestaurantsReservations": "Takes Reservations", "isEnabled": true },
    { "RestaurantsDelivery": "Offers Delivery", "isEnabled": true },
    { "RestaurantsTakeOut": "Offers Takeout", "isEnabled": true },
    { "accessible_parking": "Accessible parking near entrance", "isEnabled": true },
    { "ada_compliant_entrance": "ADA-compliant main entrance", "isEnabled": true },
    { "accepts_credit_cards": "Accepts Credit Cards", "isEnabled": true },
    { "has_outdoor_seating": "Outdoor Seating", "isEnabled": true },
    { "Ambience": ["Casual", "Classy"], "isEnabled": true },
    { "NoiseLevel": "Moderate Noise", "isEnabled": true },
    { "good_for_groups": "Good for Groups", "isEnabled": true },
    { "good_for_kids": "Good For Kids", "isEnabled": true },
    { "BusinessParking": ["Parking", "Valet Parking"], "isEnabled": true },
    { "wifi_options": "Free Wi-Fi", "isEnabled": true },
    { "alcohol_options": "Full Bar", "isEnabled": true }
  ],
  "questions": [
    {
      "question": "Do they have free parking?",
      "answer": "They have valet parking, it's not free. I think it was $4.",
      "user": "Katherine N.",
      "answerDate": "2024-10-27T04:43:36Z"
    }
  ],
  "website": "https://www.maxsrestaurantna.com/glendale",
  "phoneNumber": "(818) 862-3793",
  "reservationUrl": "https://www.yelp.com/reservations/maxs-restaurant-glendale-glendale-3",
  "mediaCount": 2336
}

Field Availability Guarantees

Field	Availability	Data Type	Notes
businessId	✅ Always	string	Unique Yelp business ID
title	✅ Always	string	Business name
url	✅ Always	string	Yelp listing URL
rating	✅ Always	number	1-5 star rating
reviewCount	✅ Always	number	Total reviews
priceRange	⚠️ Sometimes	string	$ to $$$$ if set
categories	✅ Always	array	Business categories
address	✅ Always	object	Full address details
coordinates	✅ Always	array	Lat/long for mapping
phoneNumber	⚠️ Sometimes	string	If listed
website	⚠️ Sometimes	string	If listed
operationHours	⚠️ Sometimes	object	Mon-Sun schedule
amenities	⚠️ Sometimes	array	25+ amenity fields
questions	⚠️ Sometimes	array	Q&A if available

Export Options

• JSON: Complete datasets with nested objects—ideal for analysis pipelines
• CSV: Direct download from Apify Console—perfect for export Yelp businesses to CSV
• Excel: Spreadsheet-compatible format for business users

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🧩 Custom Map Function

Transform output using the customMapFunction parameter. This JavaScript function receives each business object and returns your desired format—flatten nested data, extract specific fields, or restructure for your pipeline.

Important: Custom map function is for data transformation—not for filtering. Filtering items may result in automatic restrictions.

Example: Lead Generation Output

(object) => ({
  businessName: object.title,
  phone: object.phoneNumber,
  website: object.website,
  address: object.address?.formatted,
  city: object.address?.city,
  state: object.address?.regionCode,
  zip: object.address?.postalCode,
  rating: object.rating,
  reviewCount: object.reviewCount,
  priceRange: object.priceRange,
  categories: object.categories?.join(", "),
  latitude: object.coordinates?.[0]?.latitude,
  longitude: object.coordinates?.[0]?.longitude
})

Common Transformations

Use Case	What to Extract
Lead Generation	title, phoneNumber, website, address, categories
Competitor Analysis	rating, reviewCount, priceRange, amenities
Market Research	categories, coordinates, address.city, priceRange
Local SEO	title, url, rating, reviewCount, address

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🌴 Related Scrapers

Expand your Yelp data extraction capabilities with our complete suite of yelp data extractor tools. Each focuses on specific data types for comprehensive business intelligence.

📦 Agents Review Intelligence Suite

All tools below are built and maintained by Agents—a team of ex-Big Tech engineers, former ad agency strategists, and data specialists delivering intelligence, precision, and impact at scale.

Tool	What It Extracts	Best For
🏪 Yelp Business Scraper	Business profiles, ratings, amenities, contact	Business data (You are here)
⭐ Yelp Reviews Scraper	Reviews, ratings, reviewer profiles	Sentiment analysis
⭐ Trustpilot Reviews Scraper	Reviews, TrustScores, company replies	SaaS/B2B analysis
⭐ TripAdvisor Reviews Scraper	Hotel/restaurant reviews, ratings	Hospitality intelligence

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🆓 Demo Mode & Free Testing

If you run on Apify's Free plan, you can still use this yelp business scraper with limited results. For unrestricted usage and to unlock the full power of this yelp scraper api at scale, subscribe to a paid Apify plan.

Free Plan Benefits:

• ✅ First 40 items FREE with every search query
• ✅ Test the API before committing to larger runs
• ✅ Perfect for validating output format and data quality
• ✅ No credit card required to start

Upgrade for Full Access:

• 🚀 Unlimited business extraction from Yelp
• 🚀 High-speed extraction for thousands of businesses
• 🚀 API access for automated workflows and integrations
• 🚀 Scheduled runs with webhooks and cron jobs

For unrestricted usage, subscribe to a paid Apify plan.

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🔧 Troubleshooting

Having trouble with your extraction? Here are solutions to common issues when you scrape Yelp businesses and extract business data.

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❓ Getting Fewer Results Than Expected?

Problem: Extraction returns fewer businesses than anticipated

Solutions:

✅ Check maxItems setting—increase the limit if you need more businesses
✅ Try different sortBy options—rating, recommended, or reviewCount
✅ Broaden search terms—use more general keywords
✅ Verify location format—use "City, State" format (e.g., "Los Angeles, CA")

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❓ No Results Returned?

Problem: Extraction completes but returns empty dataset

Solutions:

✅ Verify input format—provide at least one URL, slug, or search term
✅ Check URL validity—must be valid Yelp business URLs
✅ Confirm search terms exist—test the search on Yelp.com first
✅ Check location spelling—ensure location is correctly formatted

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💰 Unexpected Costs?

Problem: Your run cost more than anticipated

Key pricing to remember:

Scenario	What You Pay
1 search, 40 businesses	$0.02 (all free)
1 search, 100 businesses	$0.05
10 direct URLs	$0.005

Cost control tips:

✅ Use maxItems to cap spending—set hard limits on total extraction
✅ Start with smaller batches—test with 40-50 businesses first
✅ First 40 items are FREE—included with every search query

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❓ Missing Data Fields?

Problem: Some expected fields are missing from output

Solutions:

✅ Open Storage tab—full datasets available in Apify Console
✅ Check field availability—some fields (website, phone) may not be listed
✅ Verify business has data—not all businesses have complete profiles

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🎯 Use Cases & Industries

This yelp business scraper serves professionals who need fast, structured business intelligence—from lead generation to competitor analysis and market research. Use it to extract Yelp business details for any business intelligence need.

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🎯 Lead Generation & B2B Prospecting

Build targeted prospect lists from Yelp business data.

• Extract phone numbers, websites, and addresses for lead generation
• Build B2B prospecting databases by industry and location
• Collect business categories for qualification
• Export Yelp businesses to CSV for CRM import

Example: Extract 500 dentists in Chicago for sales prospecting outreach.

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🔍 Competitor Analysis & Intelligence

Analyze competitor ratings, reviews, and offerings.

• Track competitor analysis data across multiple businesses
• Compare ratings, review counts, and price ranges
• Analyze amenities and services offered
• Identify gaps in competitor offerings

Example: Monitor 10 competitor restaurants for competitive intelligence.

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📊 Market Research & Consumer Analysis

Understand market density and business landscape.

• Map business density for market research
• Analyze consumer behavior through review patterns
• Support real estate market research decisions
• Identify underserved areas and opportunities

Example: Research restaurant density in Austin for franchise location research.

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🏨 Restaurant & Hospitality Intelligence

Gather insights for hospitality industry analysis.

• Track restaurant research trends and ratings
• Analyze hospitality intelligence data
• Monitor service quality across locations
• Research cuisine trends and pricing

Example: Analyze 200 restaurants for hospitality consulting recommendations.

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📍 Local SEO Auditing

Audit local business presence and optimization.

• Track local SEO auditing metrics
• Monitor business listing completeness
• Analyze competitor local search presence
• Identify optimization opportunities

Example: Audit local business listings for local SEO improvements.

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🏢 Investment Due Diligence

Research local market health for investment decisions.

• Assess investment due diligence data
• Analyze local business density and health
• Research market saturation levels
• Evaluate business success indicators

Example: Research local market for investment due diligence analysis.

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📚 Academic Research & Urban Studies

Collect data for research and analysis.

• Build datasets for academic research
• Support urban studies with business data
• Analyze business distribution patterns
• Research economic indicators

Example: Extract business data for academic research on urban development.

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📋 Business Directory Building

Create comprehensive business directories.

• Build business directory databases
• Compile industry-specific listings
• Create location-based business guides
• Support directory website development

Example: Build a restaurant directory for business directory website.

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💡 Quick Start Guide

Simple setup—whether extracting a single business or building a database of thousands. This yelp business scraper apify tool makes it easy to scrape Yelp businesses in minutes.

Copy-Paste Examples by Persona

For Sales Teams (Leads → CSV):

{
  "searchTerms": ["plumber"],
  "location": "Miami, FL",
  "maxItems": 200
}

→ Run, then export Yelp businesses to CSV from Storage tab.

For Developers (API → JSON):

from apify_client import ApifyClient
client = ApifyClient("YOUR_TOKEN")
run = client.actor("agents/yelp-business").call(run_input={
    "searchTerms": ["restaurant"],
    "location": "New York, NY",
    "maxItems": 100
})
items = client.dataset(run["defaultDatasetId"]).list_items().items

For Researchers (Multiple Locations):

{
  "searchTerms": ["coffee shop"],
  "location": "Seattle, WA",
  "sortBy": "rating",
  "maxItems": 300
}

3 Steps to Get Started

1. Add input: Paste business URL, slug, or search terms + location
2. Configure: Set maxItems limit and sortBy preference
3. Run & Export: Click Start, then download JSON/CSV from Storage tab

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📋 Method 1: Extract by Direct URL

Best for: Single business extraction, competitor monitoring

{
  "startUrls": ["https://www.yelp.com/biz/business-name-city"],
  "maxItems": 1
}

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📋 Method 2: Scrape Yelp by Location

Best for: Lead generation, market research

{
  "searchTerms": ["dentist", "dental clinic"],
  "location": "Chicago, IL",
  "maxItems": 200
}

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📋 Method 3: Extract by Place Slug

Best for: Batch extraction, known businesses

{
  "placeSlugs": ["business-slug-1", "business-slug-2"],
  "maxItems": 10
}

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🔧 Best Practices for Yelp Business Scraping

✅ DO:

• Start with 40-50 businesses—test before scaling
• Use specific search terms—better targeting, better results
• Set maxItems—control costs by limiting total extraction
• Use free tier first—40 items FREE with every search

❌ DON'T:

• Use customMapFunction for filtering—this causes automatic blocking
• Use overly broad searches—may return irrelevant results
• Forget location format—use "City, State" format

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❓ Frequently Asked Questions

What is a Yelp Business Scraper API?

A yelp business scraper api is a tool that programmatically extracts business profiles, ratings, contact information, and amenities from Yelp listings. This yelp data extractor serves as an alternative to the Yelp Fusion API without requiring API keys or OAuth authentication.

Do I need a Yelp API key?

No! This yelp business scraper requires no Yelp API key, no Yelp Fusion API access, and no OAuth authentication. Start extracting business data immediately without any Yelp developer account.

How much does it cost to scrape Yelp businesses?

$0.02 per search query (first 40 items FREE), $0.0005 per additional business. Extract 100 businesses for about $0.05—significantly cheaper than building custom scrapers or paying for Yelp API access.

What Yelp business data can I extract?

Extract business names, star ratings, review counts, price ranges, categories, addresses, phone numbers, website URLs, coordinates, operating hours, 25+ amenities, Q&A sections, and media counts—all in structured JSON or CSV format.

Can I export Yelp businesses to CSV?

Yes. Download data directly from Apify Console in JSON, CSV, or Excel format. Perfect for export Yelp businesses to CSV workflows and CRM import.

Can I scrape Yelp by location?

Yes! Use searchTerms combined with location parameter to scrape Yelp by location. Example: "searchTerms": ["pizza"], "location": "New York, NY".

Can I use Python to scrape Yelp businesses?

Yes! Full Python support via the Apify Client library. See the Quick Start Guide above for yelp business scraper apify Python integration.

Is this faster than the Yelp Fusion API?

Yes. No rate limits, no daily quotas, no API key management. The Yelp Fusion API has strict rate limits (5,000 calls/day) and requires OAuth setup.

Can I scrape Yelp reviews?

For reviews, use our Yelp Reviews Scraper. This business scraper focuses on business profiles, ratings, and contact data.

Can I use this for lead generation?

Yes. Perfect for lead generation, B2B prospecting, and sales prospecting. Extract phone numbers, websites, and addresses to build targeted outreach lists.

Can I use this for competitor analysis?

Yes. Ideal for competitor analysis, competitive intelligence, and market research. Compare ratings, reviews, amenities, and pricing across competitors.

Is this legal to use?

This tool extracts publicly available data from Yelp. Always ensure your use case complies with Yelp's Terms of Service and applicable data protection regulations.

What's the difference between this and Yelp Fusion API?

Feature	This Scraper	Yelp Fusion API
API Key Required	❌ No	✅ Yes
Rate Limits	No hard limits	5,000 calls/day
Free Tier	40 items FREE	500 calls/day
Amenities Data	✅ Full	⚠️ Partial
Q&A Section	✅ Yes	❌ No

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📞 Contact

Built by Agents — Where others search, we uncover. Our team of ex-Big Tech engineers, growth hackers, and data specialists builds high-performance scraping tools engineered for speed, precision, and reliability.

For questions or further assistance:

• Email: Reach out at whoaretheagents@gmail.com
• Discord: Join our community to connect with our support team

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Ready to start extracting Yelp business data? With transparent event-based pricing, first 40 items FREE, and no API key required, this Yelp Business Scraper API by Agents is the ultimate tool for lead generation, competitor analysis, market research, and local SEO auditing. Start scraping today! 🏪