Data Scraper for Small Business Leads (Google Maps & Yelp)

We are looking to hire scrapers or data collection experts to help build a large, high-quality database of small business leads across the top 100 cities in the United States. This is a performance-based, ongoing role with high volume expectations. We are not targeting a niche — we are building a nationwide general small business lead list, and we need speed, accuracy, and scalability.

Job Responsibilities:
Scrape small business listings from Google Maps and Yelp across the top 100 U.S. cities
Collect the following information for each business:
Business Name
Category
Full Address
Phone Number

Email (if available)
Website URL (if available)

Organize leads cleanly in a spreadsheet by city and business category
Remove all duplicates
Prioritize service and retail businesses with fewer than 10 employees
(use ---------- or other tools to verify when possible)

Target Business Categories (not limited to):
Restaurants
Salons & Barbers
Smoke Shops
Tire Shops
Gyms & Fitness Studios
Pet Groomers
Donut Shops
Tattoo Shops
Dentists
Auto Repair Shops
Insurance Agents
Cell Phone Stores
Liquor Stores

Tools You Should Be Comfortable Using:
Google Maps
Yelp
Chrome extensions like:
ScrapeStorm
Instant Data Scraper
Phantombuster
---------- (for employee size)
Manual scraping tools or your own method
Spreadsheet organization (Google Sheets or Excel)

Performance Expectations:
Must be able to scrape and deliver 10,000+ clean leads per day after onboarding
Data must be high quality and well-organized
Ability to follow directions closely and deliver results on-time
Optional Interview Task:
As part of your application, we may ask you to scrape 10 small businesses from Yelp or Google Maps in Temecula, CA and submit the following in a spreadsheet:
Business Name
Category
Address
Phone Number

Email (if available)

To Apply:
Please include:
Your experience with scraping Google Maps, Yelp, or similar platforms
The tools you use
A sample of similar work (if available)
Whether you are an individual or part of a team
Your expected rate for this kind of ongoing work

We are moving quickly and hiring multiple people. If you’re fast, accurate, and detail-oriented — we want to work with you.
Let me know if you'd like this formatted for a specific platform (Upwork, LinkedIn, etc.) or need a version with NDA/confidentiality language.