Teen Mental-Health AI Helpfulness-Gap Audit

A measurement service that runs standardized mental-health advice scenarios through a client's AI product with demographically stratified teen panels and reports perceived helpfulness by subgroup, exposing equity gaps that topline satisfaction numbers hide. It turns demographic equity from a post-launch scandal into a pre-ship metric.