Stale therapist listings — AI-verified provider discovery & booking

Stale therapist listings — AI-verified provider discovery & booking targets a $15.0B = 200M global users x $75 ARPU (listing/transaction/saaS revenue aggregated across marketplace, patient fees, and provider subscriptions) total addressable market with medium saturation and a year-over-year growth rate of 12% annual growth in digital mental-health services and discovery channels (post-2020 expansion of telehealth).

Key trends driving demand: Telehealth normalization -- ongoing demand for remote therapy increases online discovery and booking needs.; AI-enabled data enrichment -- better entity resolution and verification make automated profile freshness practical at scale.; Consumer-first scheduling expectations -- users expect instant booking and real-time availability similar to other vertical marketplaces.; Insurance & parity coverage expansion -- more consumers seek insurance-accepted in-network providers, increasing value of verified insurance data..