How to scrape Yellow Pages data

Find out how to scrape Yellow Pages data for lead generation.

Content

When it comes to generating leads, Yellow Pages remains one of the most popular sources for business contact information. It is the original business directory, full of names, addresses, phone numbers, and emails, making it an ideal source of business details for marketers looking to generate leads. But going through the directory and searching for the types of businesses you’re looking for is not an efficient approach. That’s why many companies are turning to web scraping – an automated web data collection method.

📔 Is there an official Yellow Pages API?

In the absence of a functioning official Yellow Pages API, the best way to extract Yellow Pages data is with Yellow Pages Scraper. This powerful data extractor automates your workflow and scrapes Yellow Pages data for you at speed and scale.

This ready-made web scraper is specifically designed for the task of scraping data Yellow Pages. You don’t need to be a technical person or apply coding skills unless you want to. All you need to get started is an efficient and straightforward scraping tool configured to let you extract the data you’re looking for and help you create a database for your marketing leads.

📒 How to scrape data from Yelp pages
📒 How to scrape data from Yellow Pages

⭐️ What data can I get using Yellow Pages Scraper?

With this Yellow Scraper, you can collect the following data:

🏢 Business names 📞 Phone numbers
📍 Addresses 🌐 Websites
🗂 Categories ⭐️ Ratings
📝 Reviews 🖼 Images

If you have doubts about the legality of scraping Yellow Pages data, you should be aware that it is legal to scrape publicly available information from the web. Yellow Pages is a directory of publicly available business contact details, so scraping Yellow Pages is perfectly legal.

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Related 📧 Top 11 email scrapers for your business ⬅️

📜 How does Yellow Pages Scraper work?

Yellow Pages Scraper is a powerful web scraping tool designed to collect business information from Yellow Pages listings. Its key features include:

  • Business data extraction: Yellow Pages Scraper can extract a wide range of business data, including business names, phone numbers, addresses, websites, and more.
  • Custom search: you can configure specific search criteria to target businesses based on location, industry, and other parameters.
  • Automated scraping: Yellow Pages Scraper automates the scraping process, saving you time and effort.

So, on the one hand, it simplifies the process of collecting business information from Yellow Pages. On the other hand, it provides customizable options to tailor your data extraction needs. Let's see how you can use Yellow Pages Scraper to gather the information you need.

📒 How to scrape data from Yellow Pages

Are you ready to make lead generation super easy? We’ll show you just how quick and simple it is to use Yellow Pages Scraper with a short step-by-step guide demonstrating how efficient generating marketing leads can be.

Step 1. Find Yellow Pages Scraper on Apify Store

You can go directly to the Yellow Pages Scraper page from here. Like all of our scrapers, this web scraping tool is in Apify Store. Once you’re on the Yellow Pages Scraper page, click Try for free.

Step 1. Find Yellow Pages Scraper
Yellow Scraper page on Apify Store

If you don’t have an Apify account yet, don’t worry. Signing up with your email account, Google, or GitHub is free and easy. You don’t need to provide your credit card, so don’t be shy and sign up!

Sign up for an Apify account. You will get $5 free credits to try scraping Yellow Pages.
Sign up for an Apify account. You will get $5 free credits to try scraping Yellow Pages.

Step 2. Indicate a search query and location, or a URL to scrape

Fill in the search and location criteria or enter the URLs of the Yellow Pages page you want to scrape. You can add more URLs by clicking the +Add button. Note that search and start URLs are independent of each other.

You can also select the maximum number of items you want to scrape. Setting a maximum number is wise if you want to extract data very quickly.

Step 2. Indicate a search query and location, or a Yellow page URL to scrape
Step 2. Indicate a search query and location, or a Yellow page URL to scrape

If this is your first time using the scraper, just use the default settings to test the scraper, and you’ll see how quick and easy it is.

Step 3. Click Start ▶ to extract your Yellow Pages data

Click the Start button to begin extraction. While Yellow Pages Scraper is running, you’ll see the output as the data starts coming in, but it hasn’t finished until the status changes to Succeeded 🏁, so hold your horses!

Step 3. Click Start to collect your Yellow pages data
Step 3. Click Start ▶ to collect your Yellow pages data

Step 4. Click Export to view and download your data

As you can see, we just extracted 200 results in under a minute! Now all you have to do is click the Export button to view and download your Yellow pages data. Choose the format you want from the options given.

You can also preview and pre-clean your results before downloading them. You can download the Yellow Pages data in Excel, JSON, CSV, and HTML.

Pre-clean your Yelp scraping results before downloading them. You can download the Yellow Pages data in Excel, JSON, CSV, and HTML.
Pre-clean your Yellow pages scraping results before downloading them. You can download the Yellow Pages data in Excel, JSON, CSV, and HTML.

Well done! You’ve just extracted lots of data from Yellow Pages in no time! Easy, right? So, how about trying it again on your own? Just choose some search queries, click start, and get your data.

✂️ How can I use data from Yellow Pages Scraper?

Most common cases of applying scraped Yellow Pages data are:

  • Market research: gather data on businesses in a specific industry or location.
  • Lead generation: collect contact information for potential business leads.
  • Building directories: create a comprehensive business directory for a specific area.
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Learn how to harvest contact details from LinkedIn, Yellow Pages, Crunchbase, Google Maps, Facebook, and Craigslist.

❓FAQs

Are there any limitations?

Yellow Pages Scraper may have limitations based on the volume of data you want to scrape. Some websites may have anti-scraping measures in place that could affect the scraping process.

Can I integrate this Yellow pages scraping tool into my existing project or with other tools?

Yes, Yellow Pages Scraper provides options to export the scraped data in standard formats, allowing you to integrate it into your existing projects or use it with other data analysis tools. Explore multiple integration options here.

Can I use this tool for additional tasks e.g. as a web scraping API?

Yellow Pages Scraper is primarily designed for scraping business data from Yellow Pages. However, you can adapt it for similar web scraping tasks on other websites by configuring the settings accordingly.

Theo Vasilis
Theo Vasilis
Author, copywriter, and general all-round wordsmith. Loves to inform, inspire, and illuminate. Interested in human and machine learning alike. Passionate about free information and an open web.

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