Yellow Pages data scraper without limits

Yellow Pages Scraper

US Driven data

0.00 out off 5 stars
5 star
4 star
3 star
2 star
1 star
91 using this

Yellow Pages Scraper

US Driven data

What is Yellow Pages Scraper


A recent Inc. report reveals over 80 million US consumers seek businesses through Yellow Pages, where 20 million+ businesses reside. This platform serves as a valuable resource for lead generation, requiring proxy servers for access. Utilize your own rotating proxies or leverage the tool's integrated option.


Yellow Pages Scraper for :

  • Freelancers
  • Lead Agencies
  • B2B Agencies
  • Marketing Agencies
  • SaaS entreprenuers
  • Product / service enterprises

Play the video

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 Yellow pages 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.

Toolz4biz scraper goes beyond the basics. Its "deep scan" technology explores hidden corners of the web to find more email addresses per business than usual methods. It gathers this info from various sources, giving you multiple contact points for better outreach. Think of it as having more chances to connect with each company, which can improve your marketing reach.

With Yellow Pages scraper's "Skip List", you can choose which ones to ignore during data collection. It's like hitting "Skip Ad" on TV, but for entries you don't need. Perfect for situations the automatic filters miss, like blocked access or irrelevant info.

Toolz4biz skips known spam traps, like a "Do Not Call" list for emails. Plus, you pick the emails you want, and can even add or remove them yourself. This ensures you get clean, useful data, safe for sending to potential clients. Keep your email sending healthy and avoid any trouble!

Get only what you need with the Yellow pages Data Scraper! 

  • Pick and choose: Select specific details like contact info, ratings, or reviews. 
  • Skip irrelevant data: Only relevant data gets collected, saving you time and effort. 
  • Neat and tidy: Get your data organized and ready for download. 
  • Time saver: Focus on what matters most, not cleaning up scraps.

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 Yellow pages 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.

Websites like Yellow Pages are like bouncers – they don't like robots taking info without asking. They use tricks to catch these "scrapers," often by blocking their IP address, which is like a unique fingerprint.

Rotating residential proxies are like special costumes that help you sneak past the guards. They give you different "home addresses" (IP addresses) each time you request information, making you look like a regular person browsing the web. This lets you collect data smoothly without getting caught. 

But there's a catch: switching costumes takes a bit of time, so things might be a little slower than usual.

Here's the important stuff:

  • Websites don't like robots taking all their data, so they block them. 
  • Using the same "address" all the time gets you blocked quickly. 
  • Rotating residential proxies act like different people visiting the website, so you don't get blocked. 
  • It might take a bit longer to collect data because you're changing costumes often. 

So, if you need to grab data from websites with tough security, rotating residential proxies can be your secret weapon! Just remember, it might take a little longer than usual.

Even the best computers and internet connections can sometimes have problems when collecting data. That's why we added a feature that lets you pick up where you left off, instead of starting all over again. This is especially helpful if something interrupts your work, like your computer freezing or the internet cutting out. You can just tell the program which page you were on, and it will start collecting data from there again.

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, yellow page scraper automatically moves on to the next website in the queue, avoiding wasted time on non-responsive pages.

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

  • Prevent detection by platform security systems: By introducing a delay between searches, Yellow page 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 data scraper.

Yellow Pages Scraper Price


Price : US$44/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.

Rate Yellow Pages Scraper

Lead Generation tool

Yellow Pages Scraper

91 using this
US Driven data

Effortlessly gather diverse data across industries and regions, automating niche lead generation without limitations or manual intervention.

Select Plan
For Windows 10+ & MacOS 14+
   Free Trial available

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 Yellow page 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, Yellow page 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 :

Yellow page 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.

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)

Harness the Power of Yellow Pages: Extract High-Quality Leads with Ease

The Yellow Pages Scraper by Toolz4Biz empowers you to efficiently extract qualified leads from Yellow Pages directories. This powerful tool automates the process, saving you time and effort. Targeted searches, automatic data extraction, and customizable output ensure you capture the leads most relevant to your business. Boost your lead generation and streamline your sales prospecting with the Yellow Pages Scraper. Start today and unlock the potential of Yellow Pages!

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!

Yellow page data scraper media

Effective Date: February 1, 2024

General Usage Policy


Yellow pages 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 Yellow pages 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 Yellow pages 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 Yellow pages 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 Yellow pages 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.