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Yelp Scraper

#1 Yelp unlimited scraper

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499 using this

Yelp Scraper

#1 Yelp unlimited scraper

What is Yelp Data Scraper


Yelp, with its 28 million businesses, provides valuable data for market research. This reliable scraper utilizes residential proxies to ensure uninterrupted access while collecting business information.  Offering unlimited data extraction, distinguishing it from other tools in the market that have extraction limitations or price based extraction.


Yelp Data Scraper for :

  • Freelancers
  • Lead Agencies
  • B2B Agencies
  • Marketing Agencies
  • SaaS entreprenuers

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The X-Factor

A.I Automation.

✅ Automate lead scraping.

✅ Define time limitations.

Success Rate

✅ 92.8% success rate in email capture.

✅ 100% success in contact capture.



✅ Helps prevent your IP.

✅ No limits on data extraction.


✅ Remove junk emails.

✅ Secured & permenant data storage.


Toolz4biz Care+

Support available through email.


Assurance Policy

Try Yelp data scraper for free before purchase. Read product terms.


Unique Features

The most powerful lead generation data scraper tool, that’s our commitment. See Details.


Yearly Plan

Official Screenshots

User Ratings


Ease of Use




Customer Support

Traditional lead generation methods can be time-consuming and inefficient, reducing business growth. To address this challenge, the Yelp AUTO PILOT  mode leverages AI-driven automation, offering a time effective solution for lead extraction. This eliminates the need for manual entry of search queries every time needed for data scraping. Instead automating the extraction for your sales funnels. This automation helps in continous data extraction without the need to be present during the extraction process.

The "deep scan" technology from toolz4biz, helps the scraper to efficiently retrieve multiple email addresses associated with businesses. This innovative feature explores hidden web pages and online repositories of each business, uncovering valuable contact information beyond the reach of conventional methods, otherwise not possible. By analyzing diverse data sources of each collected, the scraper's sophisticated algorithm collects hidden email addresses, thereby providing businesses with multiple contact points for each organization. This data empowers the A/B marketing strategies by facilitating multi point communication, giving you more than one opportunity per business for the sales closure.

The Yelp data scraper has a "Skip List" feature that lets you skip listings during the data extraction process. This built-in tool lets you manually skip listings you don't want, even if they haven't been caught by our automatic filters. This is especially helpful when you come across things that the scraper can't handle itself, like blocked processes or information that's just not relevant to what you're looking for. Think of it like the Skip button as used in advertisements, to skip data extraction for specific entries in your listings.

What's a Spam Trap? In brief, Spam traps are those email addresses that are introduced by the ISP providers to lure you into sending them emails. Ultimately, your domain and IP being blocked or marked as spam when emails are sent. 

Toolz4biz has a special list of known spam trap email addresses that it ignores. Think of it like a "Do Not Call" list for emails! Plus, you get to choose which emails you want to keep and which ones you don't. You can even add or remove addresses from the list yourself, making sure you only get the good stuff. This way, you can be confident that the data you get is clean, useful and safe for sending to your potential clients. 

Helping you keep your domain and IP safe for sending emails.

Yelp Data Scraper: Extract what you need!

Imagine getting exactly the information you need about businesses on Yelp, without scraping all irrelevant details. That's the power of the Yelp data scraper! You have the control to select your custom data for scraping, helping you find and collect the data that matters most.

Here's how it works:

  • Pick what you want: Choose the specific details you need, like contact info, ratings, reviews, and more.
  • Skip the rest: Only relevant data is collected, saving you time and effort for scraping.
  • Streamlined data: Organize the relevant data presented to you for downloading.
  • Save time & resources: Saves you time and resources to refine the data post extraction.

Having a lot of scraped data on your computer can be hard to deal with! Sometimes files disappear, and it's tough to find them again. But the new Yelp data scraper helps with this problem by giving you two safe ways to store your data:

  • Local Machine Database: All the data you scrape is saved within the app, so you can always access it on your computer.
  • Download a Copy: You can also download a copy of your data from the app to use offline whenever you need it.

The Need for Rotating Residential Proxies in Web Data Extraction

Extracting data from websites like Yelp presents challenges due to their robust security measures designed to detect and frustrate automated data scraping. Websites often implement IP blocking mechanisms, rendering a static IP address unusable for sustained scraping.

Rotating residential proxies offer a solution to this problem. These proxies leverage a pool of real, residential IP addresses, dynamically rotating them with each data extraction request. This simulates organic user activity from diverse locations, effectively getting around website blocks and enabling uninterrupted data scraping.

While rotating residential proxies provide undeniable advantages, it is worth noting that they may impact scraping speed due to the continous IP switching.

Key Takeaways to use residential proxies:

  • Websites implement anti-scraping measures like IP blocking.
  • Static IP addresses become unusable after exceeding website thresholds.
  • Rotating residential proxies simulate real user activity, bypassing website blocks.
  • Scraping speed may decrease due to proxy rotation overhead.

While your system's computational power and internet speed are crucial for efficient data extraction, unforeseen circumstances may generate. To help in such scenarios, we've implemented a start from page feature. This allows users to specify a specific page from which to initiate extraction, bypassing the need to restart from the beginning. This feature is particularly beneficial when encountering interruptions like system freezes or internet outages, as users can resume extraction from the designated page rather than starting new.

The timeout feature automatically skips lead generation attempts when data is unavailable. This means during website scraping, if a specific business page fails to load within X seconds, Yelp scraper automatically moves on to the next website in the queue, avoiding wasted time on non-responsive pages.

Reasons for website timeouts can include:

  • Poor internet connection: A slow or unstable internet connection can prevent page loading within the timeframe.
  • Large website size: Websites with numerous elements or complex design may take longer to load, exceeding the timeout limit.
  • Invalid website URL: An incorrect URL or a website that no longer exists will also trigger a timeout.

Yelp scrapers's timeout function optimizes lead acquisition by:

  • Eliminating wasted time on non-responsive pages.
  • Increasing the efficiency of the scraping process.
  • Ensuring you focus on readily available data.
  • The default timeout setting is 30 seconds, but you can adjust it to 60 seconds if you anticipate larger or slower-loading websites.

In Yelp data scraper, 'time gap' refers to a delay between scraping operations on Yelp listings. This intentional pause serves two important purposes:

  • Prevent detection by platform security systems: By introducing a delay between searches, Yelp scraper mimics more human-like browsing behavior, reducing the risk of triggering automated anti-spam measures that leads to blocking the IP addresses associated with excessive activity, if you are not using the residential proxies.
  • Improve data accuracy and stability: Allowing ample time between interactions with the platform can help ensure consistent data retrieval and avoid system resources, which can lead to page crash.

Essentially, time gap functionality helps in efficient scraping without the worry of blocking IP. However, toolz4biz would always recommend to use a residential proxy while using Yelp data scraper.

Yelp Data Scraper Price


Price : US$49/yearly



  • Auto Pilot mode. 
  • Deep email capture.
  • Custom field selection.
  • Skip List.
  • Spam trap prevention.
  • Data downloadable in csv or xls.
  • Skip duplicate URL's.

Min. System Requirements : Windows 11 and above or MacOS 14 and above.

Support : Email based support.

Assurance Policy : Free trial before the purchase of the product. 

Delivery time : Immediately on purchase.

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Yelp Scraper

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Yelp Pro Scraper

Gain unlimited Yelp data with residential proxies, deep scan tech, auto pilot mode, and spam trap protection.

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For Windows 10+ & MacOS 14+
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The short answer to that is it cannot be done on One Go. Instead you have to use the AUTOPILOT function for this. Targeting the entire country at once, consider these steps:

  • Focus on specific keywords: Refine your search to individual cities or towns, like "Real estate agencies in New York," "Los Angeles," or "Chicago".
  • Extract relevant URLs: Once you have city-specific searches, copy the URLs displayed in the address bar. These URLs links to pages containing business listings for each city.
  • Build an automation list: Compile these city-specific URLs into the AUTO PILOT function and save it.
  • Repeat for additional cities: Follow the same process for other cities you want to include, expanding your list of URLs.

By following these steps, you can effectively scrape business information for the entire country, one city at a time, without the fuss of manually spending time.

Using Auto Pilot for Automatic Data Extraction:

To automatically extract data using the Auto Pilot feature, follow these steps:

  1. URL Collection: Identify all the websites or webpages containing the data you want to extract. List their URLs in the dedicated section of the Auto Pilot feature. Remember, there's no limit to the number of URLs, but for smooth operation, it's best to avoid exceeding 20 URL's at a time, such that your system does not consume a lot of resources.
  2. Run Keyword Research: Perform your usual keyword research to determine the specific data points you need to extract. However, this time, instead of adding these keywords to the Auto Pilot list, use them to start the data extraction process directly.
  3. Automated Extraction:The Auto Pilot will now take over. It will:
    • Extract the data associated with the initial keywords you used to launch the process.
    • Pick one URL at a time from the list you pre-loaded in the Auto Pilot feature.
    • Apply the same extraction logic defined by your keywords to each URL, collecting the relevant data.
  4. Completion: Once all URLs have been processed, you'll receive a notification indicating completion.

What are Residential proxies?

Residential proxies enable you to select a precise location, whether it be a country, city, or mobile carrier, allowing you to browse the internet as if you were a genuine user situated in that particular area. These proxies serve as intermediaries, safeguarding users from the overall web traffic. Functioning as buffers, they also hide your IP address.

Why Use Residential Proxies?

  • Bypass Blockades: Websites like Yelp have guards to stop bots from scraping their data. Residential proxies, like SmartProxy or Infatica, help you bypass those guards unnoticed.
  • Scrape Data Smarter: Need details on businesses from different countries from various cities? Residential proxies let you change your location virtually and collect data like a local.


  • Rotational IPs: Services like Nord VPN offer rotating IP addresses, but they're slower than residential proxies and might not fool advanced website defenses.


  • Choose a reputable proxy provider that protects your privacy and offers high-quality service.

The Yelp data scraper is currently integerated with proxy providers of SmartProxy, Infatica and proxy scrape with more coming soon.

The speed of Yelp data scraper depends primarily on the capabilities of your machine. We recommend using a machine with a standard setup, including at least 4GB of RAM and a current Chrome browser. During deep scans for email addresses, Yelp scraper may use an additional 10% of your computer's resources.

We are constantly working to improve the software and make it faster for you to gather leads. This includes using the latest technology available to ensure a smooth and efficient experience.

Some of the common details you can gather about businesses through Yelp include: 

  • Business name 
  • Number and count of reviews 
  • Address of the business 
  • Phone number 
  • Website URL 
  • Email address

Here is a list that you can refer to :

Yelp data scraper custom fields

You can conveniently export data in popular formats like CSV or Excel (XLS). This ensures seamless integration with various tools and platforms for further analysis and utilization.

Occasionally, while scraping data, the process may pause abruptly or encounter an error message. This can occur when the connection between your computer and the intermediary server, known as a "proxy," weakens or temporarily disconnects. To protect your identity and prevent your IP address from being exposed, the scraping tool automatically halts operation if it detects a potential connection issue.

In such situations, you don't need to restart the entire scraping process from scratch. In Yelp data scraper's settings panel you would see "Start from" feature, which allows you to resume data collection from the specific page where the interruption occurred. This saves time and avoids re-scraping already retrieved data. You can input the page number where it crashed or stopped. And start the scraping process again

Remember, if there is a crash, and you are unable to know whey you can always contact us at support@toolz4biz.com

The answer is simple: No limits. Whether it's the number of searches or the volume of leads you wish to capture, there is no limit. 

Minimum Requirement : 


✅ OS : Windows 10 and above

✅ RAM : 4GB and above

❌  If McAfee or any other anti virus programs installed should be disabled. 

✅ Chrome : version 121.0.6167.86 (latest)



✅ OS : MacOS 14 and above

✅ RAM : 4GB and above

❌  Doesn't support intel processor 

✅ Chrome : version 121.0.6167.86 (latest)

Unleash the Power of Yelp Leads: Automate Your Extraction with Toolz4Biz Scraper

Tired of manual lead generation from Yelp? Streamline your process with Toolz4Biz Scraper, the formal and efficient solution for extracting valuable business data. This Yelp data scraper automates the entire process, capturing key information like names, addresses, phone numbers, and websites directly from Yelp. Boost your lead generation efforts and unlock valuable insights with Toolz4Biz Scraper - your one-stop shop for automated Yelp data extraction.

Stop chasing leads, start attracting them. Streamline your sales process with our cutting-edge tools that automate lead generation. Leverage free powerful tools, and nurturing automations to attract, qualify, and convert high-value prospects. Save time, maximize efficiency, and drive sustainable growth. Automate lead generation today.

Facilitate efficient lead management by exporting them seamlessly using Toolz4Biz. Our comprehensive guide unveils the power of our tools, empowering you to effortlessly extract and transfer valuable sales prospects. Discover a streamlined approach to lead organization and boost your marketing initiatives.

Struggling to optimize your Toolz4Biz setup for lead generation? This comprehensive guide delves into effective lead settings configurations, empowering you to attract, capture, and nurture high-quality leads. Discover proven strategies to maximize your conversion rates and fuel your sales pipeline.

Unlock the power of Smartproxy's ethically-sourced residential proxies for effective lead generation. This comprehensive guide, crafted for professionals, details the setup process, equipping you to leverage Smartproxy's robust network for enhanced data collection, bypassing geo-restrictions, and conquering CAPTCHAs. Optimize your lead generation strategies with Smartproxy's residential proxies and gain a competitive edge.

Unlock Targeted Leads with Infatica Proxies: Master the Setup for Maximum Efficiency

Struggling to reach qualified prospects? Infatica proxies offer a powerful solution for lead generation. Our formal guide walks you through the setup process, equipping you to leverage Infatica's extensive residential proxy network. Gain expert insights on configuration, data acquisition, and ethical practices. Optimize your lead generation efforts with Infatica proxies - start your journey today!

Yelp data scraper features cover

Effective Date: February 1, 2024

General Usage Policy


Yelp data scraper ("Software") is provided by Toolz4bBiz ("Company") as a free trial for a limited period ("Trial Period"). This No Refund Policy applies to all purchases of the Software.


Free Trial:

  • The Trial Period allows you to evaluate the Software's features and functionality before making a purchase decision.
  • During the Trial Period, you have access to all or a limited set of Software features (as specified on the website).
  • No payment information is required to start the Trial Period.


No Refunds Policy:

  • All purchases of the Software are final and non-refundable.
  • Once you purchase the Software, you are not entitled to a refund, even if you have not used all or any of its features.
  • This policy applies to all forms of payment, including credit cards, debit cards, and PayPal.



  • In the sole discretion of the Company, you may be eligible for a refund if you encounter a technical issue with the Software that cannot be resolved by the Company's technical support team.
  • Refunds will only be issued in the original form of payment and will not include any applicable taxes or fees.


License Policy

  1. Single License Usage:
    • Each purchased license for the Yelp data scraper software is intended for use on a single machine only.
    • Users are granted the right to install and activate the software on one designated machine per license.
  2. Machine-Specific Licensing:
    • The licensing is machine-specific, and users are required to specify the target machine during the activation process.
    • Attempting to use a single license on multiple machines simultaneously is a violation of the licensing terms.
  3. Additional Licenses for Multiple Machines:
    • To run the Yelp data scraper software on multiple machines, users must purchase additional licenses equivalent to the number of machines they intend to use the software on.
    • Each additional license grants the right to install and activate the software on one more designated machine.
  4. License Transfer and Reassignment:
    • Users are allowed to transfer a license from one machine to another, but only through the official transfer process provided by Toolz4Biz.
    • Transferring a license without proper authorization is considered a violation of the licensing policy.



Support Policy

  1. Email Support Availability:
    • Support via email is accessible to users from 1100 hrs UTC to 2100 hrs UTC, Monday through Friday.
    • Users are encouraged to reach out to our support team during these hours for assistance, inquiries, or issue resolution related to the software.
  2. Response Time:
    • Our support team is committed to providing timely responses to user queries during the specified support hours.
    • Users can expect a response within 24 hours of submitting their email, where 24 hours is the maximum allowable response time outlined in our internal service level agreements (SLAs).


Legal Compliance Policy

  1. Legal Compliance Responsibility:

Toolz4Biz’s product Yelp data scraper is designed to facilitate data extraction from publicly available online sources. It is imperative for users to ensure that their usage complies with the laws and regulations of their respective jurisdictions. We explicitly disclaim any responsibility for users engaging in illegal or unauthorized data scraping activities. Users are solely responsible for understanding and adhering to the legal requirements in their areas of operation.

  1. Regional Data Restrictions:

The Yelp data software is a tool for general use, and its functionality is contingent upon the accessibility and availability of data on the internet. Users must acknowledge that certain data in their region may be subject to restrictions, limitations, or blocking by local authorities or website owners. We cannot be held responsible for any consequences arising from the scraping of restricted or blocked data in a user's specific region.

  1. User Accountability:

Users are accountable for the ethical and responsible use of the web scraper software. It is essential to respect the terms of service of the websites being scraped and to refrain from extracting sensitive or private information without proper authorization. Any misuse or violation of ethical standards is the user's responsibility, and we shall not be held liable for any legal or ethical repercussions resulting from such actions.

  1. Dynamic Legal Landscape:

Users must be aware that laws and regulations regarding web scraping may vary and evolve over time. Our company is not responsible for keeping users informed about changes in the legal landscape. It is the user's responsibility to stay updated on any legal developments related to web scraping in their jurisdiction and to adjust their usage of the web scraper software accordingly. We reserve the right to modify this policy in response to changes in the legal environment or to enhance the ethical use of our software.

SKIP US!!! If you are NOT ready or too scared to try out-of-the-box strategies

We respect and understand If you're the play-it-safe type who shies away from shaking things up, Toolz4Biz might not be your jam. Here's why:
Next-Level Automation: Our tools are designed to automate tasks you didn't even know could be automated.
Creative Growth Hacks: We thrive on unconventional tactics that can dramatically boost your business.
AI-Powered Sales: They're advanced, and designed to disrupt traditional methods. If that scares you, it's a sign we're not a fit.