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Yellow Pages directories are one of the richest public sources of business contact data: company names, addresses, phone numbers and, often, emails and websites — all organised by category and location. With the right approach you can turn that into a clean, targeted B2B lead list in an afternoon. Here is how.
Start with a clear target
A good lead list begins with a tight definition of who you want to reach. Decide on the business type (your keyword or category, such as “dentists” or “plumbers”) and the geography (a city, region or country). The more specific you are, the more useful the list — a focused list of 500 relevant businesses beats 50,000 random ones.
Extract the fields that matter
For most outreach you want the company name, address, phone number, website and business email. A dedicated tool such as Yellow Pages Scraper collects these automatically from each listing, so you are not copying and pasting by hand. Search by keyword, category and location, run the extraction, and let it gather the matching records.
De-duplicate and clean
Raw directory data usually contains duplicates and inconsistencies. Remove repeated businesses, standardise phone and address formats, and drop obviously invalid rows. Good software exports a de-duplicated list to Excel or CSV so it drops straight into a spreadsheet or CRM.
Use the list responsibly
Collecting public business data is one thing; contacting it is another. Follow anti-spam laws such as CAN-SPAM and CASL, identify yourself honestly, and give recipients an easy way to opt out. See our guide on whether web scraping is legal for the details.
Put it to work
A clean, well-targeted list powers cold outreach, market research, CRM enrichment and local advertising. Start by downloading the free trial and building a small list for one category and city — then scale up once you see how quickly it comes together.
Frequently Asked Questions
How do you build a B2B lead list from Yellow Pages?
Choose a Yellow Pages directory, search by the business type (keyword or category) and location, collect the matching listings, de-duplicate them, and export the names, addresses, phones and emails to CSV or Excel. A tool like Yellow Pages Scraper automates the collection so you get a usable list in minutes.
What makes a good B2B lead list?
Relevance and clean data: businesses that fit your target industry and geography, with accurate contact fields and no duplicates. Tight keyword-and-location targeting, plus de-duplication before export, keeps the list focused and trustworthy for outreach.
Is building a list from Yellow Pages legal?
Extracting publicly listed business contact details is generally lower-risk than personal data, but you should respect each directory's terms and use the data for legitimate B2B purposes. How you then contact businesses is governed by anti-spam laws such as CAN-SPAM, CASL and the GDPR. This is general information, not legal advice.
What fields should a B2B lead list include?
At a minimum a business name, its location, and a way to make contact — phone, email or website. Yellow Pages listings typically provide name, address, phone, fax, email and website, each in its own column so you can segment and personalise your outreach.
How do you keep a lead list clean?
De-duplicate so each business appears once, keep every field in its own column, and refresh the data periodically because business details change. Yellow Pages Scraper de-duplicates as it collects and exports structured columns ready for a CRM.
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