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Business Leads with Yelp Scraper API

XCrawl's Business Leads with Yelp Scraper API empowers developers to scrape Yelp data effortlessly using web scraping with Python, JavaScript, or R. Bypass anti-bot measures and deliver structured JSON for business leads, reviews, and search results without IP blocks or complex parsing challenges.

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What Can You Build With Business Leads with Yelp Scraper API Scraper?

Build targeted lead generation pipelines with yelp scraper for sales outreach from business listings. Perform review analysis on scraped Yelp data to gauge customer sentiment. Track competitors via yelp search results and business scraper tools to uncover market opportunities and refine strategies.

XCrawl

Real-Time JSON Data

Receive structured Yelp business data instantly via API, perfect for web scraping with Python or JavaScript integrations and seamless dataset processing.

XCrawl

Proxy Rotation Built-In

Avoid bans with automatic IP rotation during yelp scraping sessions, ensuring reliable lead scraper operations at scale.

XCrawl

Async API Calls

Handle high-volume requests efficiently with async support, ideal for scraping websites with JavaScript or Node.js crawlers.

XCrawl

95%+ Data Accuracy

Precise extraction of business details, reviews, and metrics using advanced parsing for yelp data scraper reliability.

Trusted by Data-Driven Teams Worldwide

Used by teams across analytics, research, monitoring, and growth workflows.

XCrawl

Available Business Leads with Yelp Scraper API Scrapers

Access the most commonly used Business Leads with Yelp Scraper API data types — fully structured, consistently formatted, and production-ready.

yelp scraper

Extract comprehensive business profiles and leads from Yelp searches with ease.

Scraping method:
  • business_name
  • address
  • phone_number
  • rating
  • review_count
  • categories
  • website_url

lead scraper

Generate targeted business leads from Yelp listings for sales and marketing campaigns.

Scraping method:
  • business_id
  • name
  • location
  • phone
  • email
  • category
  • hours
  • yelp_url

yelp data scraper

Pull detailed Yelp data including reviews and engagement metrics for analysis.

Scraping method:
  • review_text
  • reviewer_name
  • rating_stars
  • date_posted
  • useful_count
  • cool_count
  • photos

business scraper

Scrape business details, contacts, and attributes from Yelp directories.

Scraping method:
  • business_name
  • owner_name
  • address_street
  • city
  • state
  • zip_code
  • attributes

scrape yelp

Targeted scraping of Yelp search results for keyword-based business discovery.

Scraping method:
  • search_keyword
  • business_rank
  • name
  • distance
  • rating
  • snippet_text
  • image_urls

yelp scraper python

Optimized endpoints for Python-based yelp scraping and data pipelines.

Scraping method:
  • api_key
  • endpoint_url
  • business_id
  • reviews
  • pricing_level
  • hours
  • media_urls

Business Leads with Yelp Scraper API crawling methods

XCrawl

API Scraping (For Developers)

Integrate our RESTful Yelp Scraper API directly into your Python, JavaScript, or Node.js apps for programmatic control.

  • XCrawl
    Python SDK Ready
    Use simple pip install for web scraping with Python, handling requests and JSON parsing out-of-the-box.
  • XCrawl
    Node.js Async Support
    Leverage web scraping with Node.js for high-throughput yelp data extraction and real-time processing.
  • XCrawl
    R Integration
    Call API endpoints from R scripts for statistical analysis of scraped business leads.
XCrawl

No-Code Scraping (For Ops & Growth Teams)

Point-and-click in our dashboard to scrape Yelp without writing code, ideal for quick lead generation.

  • XCrawl
    Visual Page Selection
    Select elements visually on Yelp pages for custom business data extraction.
  • XCrawl
    Automated Scheduling
    Set cron-like schedules to refresh leads and reviews daily or weekly.
  • XCrawl
    CSV/Excel Exports
    Download scraped yelp data directly as spreadsheets for CRM import.

Code examples

Retrieve Business Leads with Yelp Scraper API posts and author information in seconds with a simple API call.

Input
Shell
curl -X POST https://xcrawl.com -H "Authorization: YOU_TOKEN" -H "Content-Type: application/json" -d "{\"geo\":\"US\",\"context\":{\"keyword_list\":[{\"keyword\":\"Apple\"}],\"start_page\":1,\"pages\":1},\"source\":\"amazon_search\"}"
Output
Json
{
"result":[
{
"content":{
"url":"https://www.amazon.com/s?k=Apple&page=1"
"page":1
"query":"Apple"
"results":{
"organic":[
{
"pos":1
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTIyMDE1MTYwMjo6MDo6&url=%2FApple-11-inch-Intelligence-Display-All-Day%2Fdp%2FB0DZ73HCJZ%2Fref%3Dsr_1_1_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-1-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DZ73HCJZ"
"price":499.99
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleiPad Air 11-inch with M3 chip Built for Apple Intelligence, Liquid Retina Display, 128GB, 12MP Front/Back Camera, Wi-Fi 6E, Touch ID, All-Day Battery Life — Purple"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71b-vc2xzlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":499.99
"is_sponsored":false
"sales_volume":"1K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":599
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":2
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTI5NzA2MjkwMjo6MDo6&url=%2FApple-Bluetooth-Headphones-Personalized-Effortless%2Fdp%2FB0DGHMNQ5Z%2Fref%3Dsr_1_2_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-2-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DGHMNQ5Z"
"price":117
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, Personalized Spatial Audio, Sweat and Water Resistant, USB-C Charging Case, H2 Chip, Up to 30 Hours of Battery Life, Effortless Setup for iPhone"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":117
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":129
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":3
"url":"https://www.amazon.com/Apple-MX542LL-A-AirTag-Pack/dp/B0D54JZTHY/ref=sr_1_3?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-3"
"asin":"B0D54JZTHY"
"price":79.98
"title":"AppleAirTag 4 Pack. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61bMNCeAUAL._AC_UY218_.jpg"
"best_seller":false
"price_upper":79.98
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":99
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":4
"url":"https://www.amazon.com/Apple-MX532LL-A-AirTag/dp/B0CWXNS552/ref=sr_1_4?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-4"
"asin":"B0CWXNS552"
"price":17.97
"title":"AppleAirTag. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71rP7f78eFL._AC_UY218_.jpg"
"best_seller":false
"price_upper":17.97
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":29
"shipping_information":"FREE delivery Sun, Nov 23 on $35 of items shipped by AmazonOr fastest delivery Tomorrow, Nov 19"
},
{
"pos":5
"url":"https://www.amazon.com/Apple-iPad-Pro-13-inch-M5/dp/B0FWCXMR3W/ref=sr_1_5?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-5"
"asin":"B0FWCXMR3W"
"price":2499
"title":"AppleiPad Pro 13-inch (M5): Ultra Retina XDR Display, 2TB, 12MP Front/Back Camera, LiDAR Scanner, Wi-Fi 7 with Apple N1 + 5G Cellular with C1X chip, Face ID, All-Day Battery Life — Space Black"
"rating":4.6
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/715V3wbnD6L._AC_UY218_.jpg"
"best_seller":false
"price_upper":2499
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":16
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Thu, Nov 20"
},
{
"pos":6
"url":"https://www.amazon.com/Apple-Cancellation-Translation-Headphones-High-Fidelity/dp/B0FQFB8FMG/ref=sr_1_6?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-6"
"asin":"B0FQFB8FMG"
"price":249
"title":"AppleAirPods Pro 3 Wireless Earbuds, Active Noise Cancellation, Live Translation, Heart Rate Sensing, Hearing Aid Feature, Bluetooth Headphones, Spatial Audio, High-Fidelity Sound, USB-C Charging"
"rating":4.4
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61solmQSSlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":249
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":7
"url":"https://www.amazon.com/Apple-2025-MacBook-13-inch-Laptop/dp/B0DZD9S5GC/ref=sr_1_7?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-7"
"asin":"B0DZD9S5GC"
"price":749.99
"title":"Apple2025 MacBook Air 13-inch Laptop with M4 chip: Built for Apple Intelligence, 13.6-inch Liquid Retina Display, 16GB Unified Memory, 256GB SSD Storage, 12MP Center Stage Camera, Touch ID; Midnight"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71cWZUr9SVL._AC_UY218_.jpg"
"best_seller":false
"price_upper":749.99
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":999
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":8
"url":"https://www.amazon.com/Apple-Headphones-Cancellation-Transparency-Personalized/dp/B0DGJ7HYG1/ref=sr_1_8?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-8"
"asin":"B0DGJ7HYG1"
"price":148.99
"title":"AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, with Active Noise Cancellation, Adaptive Audio, Transparency Mode, Personalized Spatial Audio, USB-C Charging Case, Wireless Charging, H2 Chip"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":148.99
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":179
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
],
"amazons_choices":[
],
},
},
},
],
},

How the Business Leads with Yelp Scraper API Scraper API works?

  • XCrawlIntelligent IP rotation
  • XCrawlAutomatic CAPTCHA recognition
  • XCrawlHTTP headers
  • XCrawlAutomatic webpage parsing
  • XCrawlCustomizable support

What can our API do for you?

XCrawl

Proxy management

ML-driven proxy selection and rotation using our premium proxy pool from 190 countries.

XCrawl

AI-driven fingerprinting

Unique HTTP headers, JavaScript, and browser fingerprints ensure resilience to dynamic content.

XCrawl

CAPTCHA bypass

Automatic retries and CAPTCHA bypassing for uninterrupted data retrieval.

XCrawl

Bulk data extraction

Extract data from several pages at the same time with up to 10K URLs per batch.

XCrawl

Multiple delivery options

Receive data via cloud storage such as SFTP or AWSS3, or retrieve results through APIs.

XCrawl

Scheduled scraping

Set your preferred frequency for automated, custom-timed data collection, with results delivered directly to your cloud storage.

XCrawl

Maintenance-free infrastructure

Eliminate proxy maintenance and infrastructure hassle. No need to build crawler systems.

XCrawl

Highly scalable

Easy to integrate with support for customization.

XCrawl

24/7 support

Receive professional support in case of anyquestions or issues.

XCrawl Transparent

Flexible Pricing

Transparent web scraping pricing with flexible API subscription plans. Compare data extraction costs, purchase crawler access, and start free — then scale as you grow.

Monthly
Yearly Hot

Scale Plans

High-volume plans for teams that need more power and dedicated support.

Enjoy higher rate limits, more concurrent browsers, and priority support.

Contact Sales
We Provide Enterprise-Level Customization

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What do our customers say?

★★★★★
5.0

Yelp scraper transformed our lead gen—fast, reliable JSON data integrated perfectly with Python scripts.

Alex Rivera
Alex Rivera
Growth Hacker
★★★★★
4.9

Best lead scraper tool for Yelp data; accurate business listings saved us weeks of manual work.

Sarah Kim
Sarah Kim
Data Analyst
★★★★★
5.0

Seamless web scraping with JavaScript via API—yelp data scraper handles everything effortlessly.

Mike Chen
Mike Chen
Full-Stack Dev
★★★★★
4.8

Business scraper delivered high-quality leads; easy Node.js integration boosted our pipeline.

Lisa Patel
Lisa Patel
Sales Director
★★★★★
4.9

Yelp scraper Python library is gold—structured datasets for analysis without hassle.

Tom Harris
Tom Harris
CTO
★★★★★
5.0

Scraping Yelp reviews has never been easier; precise data for sentiment tracking.

Emma Lopez
Emma Lopez
Marketing Lead
★★★★★
4.7

Lead scraper with proxy rotation scaled perfectly for our R-based workflows.

David Wong
David Wong
DevOps Engineer
★★★★★
5.0

XCrawl's yelp data scraper API is the ultimate for business leads—highly recommend.

Rachel Green
Rachel Green
Founder
★★★★★
4.9

Web scraping with Python made simple; yelp search results are spot-on.

Johnathan Lee
Johnathan Lee
BI Specialist
★★★★★
4.8

Business leads scraper provided clean, actionable data faster than expected.

Nina Sokolov
Nina Sokolov
Product Manager
★★★★★
5.0

Yelp scraper transformed our lead gen—fast, reliable JSON data integrated perfectly with Python scripts.

Alex Rivera
Alex Rivera
Growth Hacker
★★★★★
4.9

Best lead scraper tool for Yelp data; accurate business listings saved us weeks of manual work.

Sarah Kim
Sarah Kim
Data Analyst
★★★★★
5.0

Seamless web scraping with JavaScript via API—yelp data scraper handles everything effortlessly.

Mike Chen
Mike Chen
Full-Stack Dev
★★★★★
4.8

Business scraper delivered high-quality leads; easy Node.js integration boosted our pipeline.

Lisa Patel
Lisa Patel
Sales Director
★★★★★
4.9

Yelp scraper Python library is gold—structured datasets for analysis without hassle.

Tom Harris
Tom Harris
CTO
★★★★★
5.0

Scraping Yelp reviews has never been easier; precise data for sentiment tracking.

Emma Lopez
Emma Lopez
Marketing Lead
★★★★★
4.7

Lead scraper with proxy rotation scaled perfectly for our R-based workflows.

David Wong
David Wong
DevOps Engineer
★★★★★
5.0

XCrawl's yelp data scraper API is the ultimate for business leads—highly recommend.

Rachel Green
Rachel Green
Founder
★★★★★
4.9

Web scraping with Python made simple; yelp search results are spot-on.

Johnathan Lee
Johnathan Lee
BI Specialist
★★★★★
4.8

Business leads scraper provided clean, actionable data faster than expected.

Nina Sokolov
Nina Sokolov
Product Manager
★★★★★
5.0

Yelp scraper transformed our lead gen—fast, reliable JSON data integrated perfectly with Python scripts.

Alex Rivera
Alex Rivera
Growth Hacker
★★★★★
4.9

Best lead scraper tool for Yelp data; accurate business listings saved us weeks of manual work.

Sarah Kim
Sarah Kim
Data Analyst
★★★★★
5.0

Seamless web scraping with JavaScript via API—yelp data scraper handles everything effortlessly.

Mike Chen
Mike Chen
Full-Stack Dev
★★★★★
4.8

Business scraper delivered high-quality leads; easy Node.js integration boosted our pipeline.

Lisa Patel
Lisa Patel
Sales Director
★★★★★
4.9

Yelp scraper Python library is gold—structured datasets for analysis without hassle.

Tom Harris
Tom Harris
CTO
★★★★★
5.0

Scraping Yelp reviews has never been easier; precise data for sentiment tracking.

Emma Lopez
Emma Lopez
Marketing Lead
★★★★★
4.7

Lead scraper with proxy rotation scaled perfectly for our R-based workflows.

David Wong
David Wong
DevOps Engineer
★★★★★
5.0

XCrawl's yelp data scraper API is the ultimate for business leads—highly recommend.

Rachel Green
Rachel Green
Founder
★★★★★
4.9

Web scraping with Python made simple; yelp search results are spot-on.

Johnathan Lee
Johnathan Lee
BI Specialist
★★★★★
4.8

Business leads scraper provided clean, actionable data faster than expected.

Nina Sokolov
Nina Sokolov
Product Manager
★★★★★
5.0

Yelp scraper transformed our lead gen—fast, reliable JSON data integrated perfectly with Python scripts.

Alex Rivera
Alex Rivera
Growth Hacker
★★★★★
4.9

Best lead scraper tool for Yelp data; accurate business listings saved us weeks of manual work.

Sarah Kim
Sarah Kim
Data Analyst
★★★★★
5.0

Seamless web scraping with JavaScript via API—yelp data scraper handles everything effortlessly.

Mike Chen
Mike Chen
Full-Stack Dev
★★★★★
4.8

Business scraper delivered high-quality leads; easy Node.js integration boosted our pipeline.

Lisa Patel
Lisa Patel
Sales Director
★★★★★
4.9

Yelp scraper Python library is gold—structured datasets for analysis without hassle.

Tom Harris
Tom Harris
CTO
★★★★★
5.0

Scraping Yelp reviews has never been easier; precise data for sentiment tracking.

Emma Lopez
Emma Lopez
Marketing Lead
★★★★★
4.7

Lead scraper with proxy rotation scaled perfectly for our R-based workflows.

David Wong
David Wong
DevOps Engineer
★★★★★
5.0

XCrawl's yelp data scraper API is the ultimate for business leads—highly recommend.

Rachel Green
Rachel Green
Founder
★★★★★
4.9

Web scraping with Python made simple; yelp search results are spot-on.

Johnathan Lee
Johnathan Lee
BI Specialist
★★★★★
4.8

Business leads scraper provided clean, actionable data faster than expected.

Nina Sokolov
Nina Sokolov
Product Manager
ISO 27001
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CDPR
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Top-Rated by Users
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Leader
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Easiest To Use
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Best Value Award
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Frequently asked questions

Everything you need to know about XCrawl.

How does the Business Leads with Yelp Scraper API work?
Send REST API requests with search parameters; our cloud scrapers fetch, parse, and return structured JSON from Yelp pages in seconds.
What factors determine pricing?
Pricing scales by monthly credits used, based on page depth, request volume, and data volume—pay only for successful extractions.
What Yelp data coverage and limitations apply?
Full coverage of public business profiles, search results, reviews; excludes private user data or paginated depths beyond 100 results.
Is scraping Yelp legal and compliant?
We focus exclusively on publicly available data, recommend reviewing Yelp's ToS, and provide tools for ethical, rate-limited access.
What integration support is available?
SDKs for Python, Node.js, R; detailed docs, webhooks, and 24/7 support for custom endpoints or troubleshooting.

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