Lead List Building from Public Directories: A Practical Guide
Learn how to plan public directory lead list projects with source URLs, target categories, locations, required fields, deduplication, and compliance review.
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Managed Data Extraction
Yellow Pages Scraping Services
Extract public Yellow Pages business listings with managed data collection, cleanup, deduplication, and delivery.
✓ Managed Extraction
✓ Public Data Only
✓ Cleaned & Deduplicated
✓ Multiple Formats
✓ Manual QA Review
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Managed Workflow
Built around your data request
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Public Data Only
Lawful, publicly available sources
✓
Quality Assured
Cleaned, deduplicated, reviewed
📦
Ready to Use
CSV, Excel, JSON, Google Sheets
What's Included
End-to-End Managed Data Extraction
Every service page is generated from structured content and includes scoping, extraction, cleaning, QA, and delivery.
Scoping & Planning
We review the source, approved fields, output structure, timeline, and delivery format before starting.
Managed Extraction
We build and run an extraction workflow tailored to the approved public sources and data requirements.
Data Cleaning
We normalize columns, standardize formats, and remove malformed or incomplete values where possible.
Deduplication & QA
Deliveries are reviewed for duplicates, missing fields, inconsistent naming, and unexpected row counts.
Formatted Delivery
Receive your dataset in CSV, Excel, JSON, Google Sheets-ready, or another agreed format.
Recurring Support
For recurring work, we keep the schema stable so new files can be compared, appended, or imported.
Who This Is For
Built for Business Teams That Need Data
This service is for sales, marketing, local research, agency, and operations teams that need business listings by category and location.
It is useful for building local business datasets, comparing regional coverage, enriching company lists, or preparing targeted research files without manually browsing directory pages.
Data Types
What Data Can Be Collected
The exact fields depend on source structure, public availability, compliance review, and intended business use.
Yellow Pages projects can collect public business names, categories, phone numbers, websites, addresses, city and region fields, profile URLs, descriptions, ratings, and other visible listing details.
Requested fields are reviewed before acceptance. Scraping Geek does not collect private data, login-protected data, or restricted personal information.
Business name
Category
Phone number
Website
Address
City
Region
Postal code
Rating when available
Review count when available
Directory profile URL
Source URL
Use Cases
How Businesses Use This Service
Local prospecting
Collect public businesses by category and geography for account research.
Market coverage
Compare the number and type of businesses across cities or regions.
Directory enrichment
Add websites, phone numbers, addresses, and categories to an existing list.
Competitive research
Build category-specific datasets for local market analysis.
Deliverables
Clean Data, Your Way
Every dataset is cleaned, structured, and delivered in the format your team prefers.
Scraping Geek can deliver cleaned CSV, XLSX, or Google Sheets-ready files with one row per listing, normalized locations, deduplicated businesses, and source links.
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CSV📄
XLSX📄
Google Sheets-ready files
How It Works
Our Process
A streamlined workflow from request to delivery.
Review
We review the directory URL, target categories, locations, and filters.
Scope
We define approved fields, estimated volume, and output format.
Extract
We collect public listing records from the approved directory pages.
Clean
We normalize location fields, remove duplicates, and validate source URLs.
Deliver
We provide the final dataset as a structured file.
Quality Assurance
Quality Checks on Every Delivery
Yellow Pages datasets are checked for duplicate listings, missing business names, malformed phone numbers, inconsistent categories, and location formatting issues.
If claimed or unclaimed status is requested and publicly visible, we can include it as a field after source review.
Compliance
Responsible Data Collection
Every Yellow Pages scraping request is reviewed before acceptance. Projects must be based on client-provided public URLs, searches, categories, locations, or listings with lawful access.
Scraping Geek does not bypass logins, collect private data, or extract sensitive or restricted information. Some fields may be unavailable depending on the directory and region.
Public Data Only
Lawful, publicly available sources
Project Review
Every project assessed before start
No Private Data
Login-protected content excluded
Careful Scope
Requests may be limited or declined
FAQ
Frequently Asked Questions
Yes. You can provide category URLs, search URLs, target locations, or a directory URL for review.
If that status is publicly visible and suitable for collection, it can be included or used as a filter.
Websites can be collected when public. Emails are only included when lawfully available from approved public sources.
Yes. Cleaning and deduplication are part of the managed delivery workflow.
Get Started
Request a Yellow Pages Scraping Services Quote
Tell us about your project. We'll respond within 24 hours.
24-Hour Response
No Obligation
NDA Available
Free Scoping