Environmental, social, and corporate governance (ESG) reporting has become an important instrument for the sustainable transition of the next generation of business-startup. Nonetheless, poor ESG data quality impedes effective reporting, especially in domains such as Fintech where top-down ESG metrics may overlook pertinent material issues.