At the same time, the growing data trail on gig income and platform usage could, over time, support more refined underwriting and pricing for this segment. Platform-level information, if accessible and privacy-compliant, may help insurers distinguish between occasional side hustlers and full-time platform workers, align coverage more closely with actual risk, and identify where customers’ work realities have outgrown their existing policies.