Can you explain how Markaaz collects and updates its firmographic data for businesses?

Markaaz collects business firmographic data from global premium sources, freely available public information, and direct contributions from SMBs, using advanced, proprietary technology to verify and consolidate business records. Firmographic data is updated on a weekly or monthly basis, depending on the availability and nature of the source data.