Challenge
Integrating business listings with Apple Maps using data intelligence requires accuracy.
Our challenge was to ensure each data point met Apple’s strict geocoding standards.
- Precise Geolocation: Validating geocodes within a 50-meter radius of the actual business location was crucial for accurate mapping.
- Disambiguating Overlapping Coordinates: In cases where multiple businesses shared the same geocode, we needed clustering.
- Business Verification: Confirming business operation status was essential.
- Data Accuracy: Identifying outdated and inaccurate contact information.
Solution
To overcome these challenges, we implemented a data intelligence-driven solution.
Here’s how it worked:
- Validating Businesses with Active Websites: We employed active websites as the primary source for accurate data verification.
- Data Extraction through Python Scripting: We utilized Python, a powerful programming language, to automate website scraping.
Benefits
By harnessing the power of data intelligence, we successfully:
- Enhanced Data Accuracy: Stringent data validation ensured all listings met Apple Maps’ high geocoding standards.
- Improved User Experience: Accurate information empowered users with reliable information on Apple Maps.
- Streamlined Integration: Built a comprehensive and up-to-date database of South African businesses.