Yellow Pages Data Scraping – Collection, Extraction, Analysis

Check how scraping business data from posts on Yellow Pages can boost your business. Schedule a free consultation with DataOx expert to find out the details.
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Introduction to Yellow Pages Data Scraping

Yellow Pages are nowadays well-known business directories, where the companies are represented by category. You can find the contacts of the company you need with ease there.
Yellow Pages Data Scraping
There are various flavors of such websites, to mention some well-known directories, we’ll name,,,,, but much more exist within the boundlessness of the modern Internet. Businesses can post ads on Yellow Pages and provide valuable information there.

Who Can Benefit from Scraping Posts on Yellow Pages

For marketers, startups, and young businesses, the Yellow Pages are a real treasury of information and a source of leads. Unfortunately, there is no possibility to download yellow page directories’ data in a simple and straightforward way. However, web scraping services and tools solve the problem with ease allowing users to extract business data, addresses, contact details, phone numbers, and more.

Keyword-based Yellow Pages Scraping

Scraping data from Yellow Pages sites you can use the keyword approach, what is more, you can submit multiple search keywords and extract the resulting data. You can, for instance, choose a list for search and another list for locations, the results will be scraped automatically according to the input keywords.

Why Scrape Yellow Pages

Yellow Pages’ mining can be helpful in many ways and for variable purposes. You can, for example:
  • create your own online resource with local businesses’ information,
  • gather phone numbers for cold outreach in your business,
  • offer data scraping to the companies interested,
  • generate leads for various business spheres and sell the lists,
  • scrape data to market your product or services to the target audience.
Data Scraped from Yellow Pages
Thus, by extracting the data posted on Yellow Pages, you can generate maximum leads in the necessary region and boost your sales. It’s possible because most yellow page resources have an integrated map to display businesses’ locations. Thus, Geo coordinates, though not displayed, can still be extracted from the HTML of the page.

How to Scrape Yellow Pages – FAQ

How to scrape data from Yellow Pages?

There are several ways to scrape Yellow Pages. The first way is to use online scrapers, like ParseHub, Octoparse, Apify, etc., which extract contacts, addresses, and other details from the lists. An alternative is to use Python with Beautifulsuop. However, this approach requires development skills to create custom scripts. Therefore, it is best to use the expert services of DataOx programmers.

How to write web scraping results from Yellow Pages to CSV?

All online web scrapers allow exporting data to CSV / Exel formats. All you need to do is to set the search criteria like location and industry keyword (e.g., “lawyer” in Los Angeles) or specify the exact listing URL you want to crawl. Hiring web developers to perform this task can give you the data in any desired format.

Where do Yellow Pages get their traffic data from?

Along with the opportunity for business owners to manually edit their business via the ‘Claim your business’ option, Yellow Pages get data from Google Maps, TrustPilot, and local phone companies. It is known that YP beats Google in local data accuracy evaluation.

Final Thoughts on Yellow Pages Data Scraping

DataOx, being an expert in web data scraping can help you get the data you need in several ways. We can either gather it for you and provide the cleansed information in a required structured format, like Excel, CSV, JSON, or some other, or integrate the details into your database. Data delivery can be either one time or on a regular basis. Besides, the DataOx team can develop a software tool for your business, so that you scrape the information you need from Yellow Pages yourself. Reach out to our expert for a free consultation and find out which option best suits your needs.
Publishing date: Sun Apr 23 2023
Last update date: Wed Apr 19 2023