The Challenge
The client needed a reliable list of real estate agents with contact details. Agent directories run across many pages and inconsistent formatting makes raw data unreliable.
The Solution
- Built a Selenium scraper for Realtor.com agent listings
- Handled pagination across every results page
- Extracted names, phone numbers, brokerages and ratings
- Validated and cleaned every record with Pandas
The Results
- Unlimited agent records collected
- Validated data with consistent formatting
- A ready-to-use lead list for outreach
Tech Stack
- Python
- Selenium
- Pandas
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