Data

• How often is data updated?
• What access methods are available?
• Is your credit risk information tradeline credit only?
• Addresses can be tricky to verify. How does Markaaz handle address verification to ensure accuracy?
• How do you handle discrepancies in data between multiple sources?
• What data privacy measures are in place to protect sensitive information?
• Does Markaaz do fuzzy logic to determine its match grades?
• Our match grades are not able to easily match a five-digit zip to a nine-digit zip+4, even when the first five digits match.
• Do you store SSN information? 
• How many addresses do you carry in your firmographic information? 
• How do you know whether the Markaaz address is actually assigned to the company accurately?
• If an input address matches Address 1 for your first address, and City matches a second address, how can you reflect quality?