🕷️️ Job Radar • SCRAPING

upwork.com 🟢 2026-05-12

🔹 Refactor Raw Job Descriptions into Structured Technical Manifest (JSON)
👤 Client: 🇺🇸 United States Member since 2022-05-18
💰 Price: ****
🚩 Problem: Organize and structure raw lead generation data for real estate professionals in a standardized format.
📦 Existing: [Google Sheets], [CSV]

Specifications:

[Target] Real Estate Professionals: Realtors, Real Estate Agents, Property Managers, Brokerages, Airbnb / Short-Term Rental Managers
[Method] Web Scraping (Google Maps), Data Enrichment, Email Verification
[UI/UX] Not specified
[Stack] Python with BeautifulSoup, Scrapy, or Selenium for web scraping; Pandas for data manipulation; Email verification tools like Clearbit or Hunter.io
[Security] Ensure compliance with GDPR and CCPA; Use secure APIs and encryption for data storage
[Format] JSON, CSV, Google Sheets

Workflow:

1. Define target locations (St. Petersburg, Tampa, Clearwater, Sarasota, surrounding areas)
2. Identify key sources: Google Maps, ApolloClay, Apify for web scraping
3. Extract relevant data fields: Full Name, Company Name, Email Address, Phone Number, Website, City, Instagram or social media (if available)
4. Enrich and verify email addresses using tools like Clearbit or Hunter.io
5. Organize data in JSON format for easy integration with existing systems
6. Export to CSV or Google Sheets as requested