Guide to scrape Yellow Pages Scraper without Coding

What is a Yellow Pages Scraper?

A Yellow Pages Scraper is a tool designed to automate the extraction of data from Yellow Pages.
It collects business listings including names, phone numbers, emails, websites, and addresses.
This data supports lead generation, market research, local SEO, citation building, competitor analysis, and more.

What are the Features of Yellow Pages Scraper?

1. Business Data Extraction
   Yellow pages scraper gathers required information of businesses such as name, phone number, email, website, and address from Yellow Pages listings, saving time and assuring structured data for marketing, research, or sales use.

2. Keyword and Location Targeting
   Specified keywords like plumber or restaurant can be identified and target specific cities or regions to get hyper-relevant business data,helping you focus on your niche or local marketing goals efficiently.

3. Export to CSV/Excel
   The data can be exported into CSV or Excel formats after scraping, in this way it will get easier to organise, filter, or import into CRMs, email marketing tools, or databases for further analysis and reporting.

4. Automated Scraping
   The scraper runs automatically once configured, navigating through multiple pages and listings without manual input, saving hours of repetitive work and ensuring consistent data collection with minimal effort or supervision.

5. Pagination Handling
   It efficiently moves through multiple yellow page result pages, ensuring no listings are missed. This enables you to do comprehensive data scraping even when hundreds of thousands of businesses match your search criteria.

6. Customizable Scraping Settings
   Users can set filters such as business categories, contact info presence, or data fields to extract. This level of customization ensures only the most relevant and useful information is collected, reducing clutter.

What are the Use Cases of Yellow Pages Scraper?

1. Lead Generation
   Scrape contact details of businesses to build targeted lead lists for email marketing, sales outreach, cold calling. Ideal for agencies, freelancers, and startups looking to reach potential clients in specific industries. In this way you can generate leads from scraping of yellow pages website data.

2. Market Research
   From this scraped data, market research can be done very easily because this data contains all the details of businesses to understand competition, market saturation, pricing trends, and customer targeting strategies. This data is valuable for entrepreneurs, analysts, and consultants conducting feasibility studies.

3. Local SEO and Citation Building
   Identify citation sources or directories where competitors are listed. This scraped data helps SEO professionals find new platforms to list their client’s businesses and improve local search visibility through consistent Name, Address, Phone information.

4. Competitor Analysis
   Scraped data from the yellow page’s website helps to do competitor analysis. Businesses use these details to refine services, pricing, or marketing strategies used on competitive insights.

5. B2B Marketing Campaigns
   Build niche-specific business contact lists to run targeted B2B marketing campaigns. Marketers use the data to segment audiences, personalize outreach, and improve conversion rates across various advertising or email campaign channels.

How to Scrape Yellow Pages?

1. Choose a Scraper Tool
   Use Yellow Pages scraper software or browser extensions (e.g., Webscraping HQ, WebHarvy, or custom Python scripts).

2. Enter Search Criteria
   Input keywords (e.g., “plumber”) and location.

3. Set Data Fields
   Select fields to extract (name, phone, email, address, website, etc.).

4. Configure Pagination
   Enable navigation across multiple result pages.

5. Start Scraping
   Run the tool to collect data automatically.

6. Export Data
   Save results in CSV, Excel, or JSON format.

How to Scrape Yellow Pages without Coding?

1. Sign Up at WebscrapingHQ
   Register and log in to access the dashboard of Webscraping HQ.

2. Choose ‘AI Extraction’ or ‘Data as a Service’
   Use the no-code AI extraction feature or request scraping as a service.

3. Enter Target URL
   Paste the Yellow Pages search result URL (e.g., plumbers in New York).

4. Define Fields to Extract
   Specify data fields such as business name, phone, address, website, etc.

5. Submit Job via Dashboard
   Start the extraction job—no coding required.

6. Download Results
   Export your data in CSV or JSON format.

Is it Legal to Scrape Yellow Pages?

Yes. Scraping publicly available data from Yellow Pages is legal.
There is no law prohibiting the extraction of openly accessible business information.