Data Cleaning and Deduplication for Business Datasets
See how cleaning, normalization, deduplication, and QA turn public web data into business-ready datasets for sales, research, and operations teams.
Read article →
Managed Data Extraction
Business Data Collection Services
Get managed public business data collection, cleanup, deduplication, and delivery for research, enrichment, and operations.
✓ Managed Extraction
✓ Public Data Only
✓ Cleaned & Deduplicated
✓ Multiple Formats
✓ Manual QA Review
⚙
Managed Workflow
Built around your data request
🔒
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 operations, market research, partnerships, procurement, investment research, and data teams that need a dependable business dataset from public sources.
It is useful when you need company records across industries, local markets, directories, association sites, vendor lists, public profiles, or other business-focused pages and want a managed service rather than an API, SaaS dashboard, or cloud scraping platform.
Data Types
What Data Can Be Collected
The exact fields depend on source structure, public availability, compliance review, and intended business use.
Business data projects can collect public company names, websites, phone numbers, addresses, categories, descriptions, locations, social links, source URLs, and other approved fields available on public pages.
The exact field list is defined during scoping. Scraping Geek does not collect private data, login-protected data, or restricted personal information, and every project is reviewed before acceptance.
Company name
Website
Phone number
Public email when available
Address
City
Region
Country
Category
Business description
Social profile URL
Source URL
Use Cases
How Businesses Use This Service
Account research
Build clean company lists for market mapping, segmentation, and internal analysis.
Vendor discovery
Collect public vendor profiles, categories, service areas, and website links.
Data enrichment
Add missing websites, categories, locations, or public contact fields to an existing company list.
Territory planning
Compare business coverage across cities, regions, or verticals.
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, JSON, or Google Sheets-ready files with normalized company names, consistent location columns, deduplicated records, and source references.
📄
CSV📄
XLSX📄
JSON📄
Google Sheets-ready files
How It Works
Our Process
A streamlined workflow from request to delivery.
Review
We review the requested sources, fields, and intended business use.
Scope
We define the approved columns, estimated volume, filters, and delivery format.
Extract
We collect the approved public business data from the selected sources.
Clean
We normalize names, locations, categories, and duplicate records.
Deliver
We provide the final dataset in the requested format.
Quality Assurance
Quality Checks on Every Delivery
Business datasets are checked for duplicate companies, inconsistent address formatting, missing critical fields, malformed URLs, and category inconsistencies.
When enrichment is involved, we can preserve your original identifiers so the delivered data can be mapped back to your internal records.
Compliance
Responsible Data Collection
Every business data collection project is reviewed before acceptance. Scraping Geek only works with publicly available data and lawful source access.
We do not collect private data, login-protected data, payment information, or restricted personal information. Requested fields may be limited if they are unavailable, sensitive, or unsuitable for collection.
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
No. Scraping Geek is a managed data collection service. We collect, clean, and deliver the dataset defined in your project scope.
Yes. You can provide a list of companies or websites, and we can review public sources for approved enrichment fields.
Public emails may be collected when they are lawfully available from approved public sources. Availability is not guaranteed.
Yes. Deduplication is part of the standard cleanup workflow for business data projects.
Get Started
Request a Business Data Collection Services Quote
Tell us about your project. We'll respond within 24 hours.
24-Hour Response
No Obligation
NDA Available
Free Scoping