Structured homeowner project intake and vetted local-pro matchmaking

Structured homeowner project intake and vetted local-pro matchmaking targets a $150.0B = 130M US households × $1,150 average annual home services & maintenance spend per household total addressable market with medium saturation and a year-over-year growth rate of 8% YoY (industry estimates from Statista and IBISWorld showing steady growth in home services and digital lead channels).

Key trends driving demand: Social-first discovery — more homeowners post project requests in neighborhood groups and marketplaces, creating a new supply of informal leads that can be structured and monetized.; AI-enabled intake — improvements in text and image models make it feasible to auto-classify project scope and estimate rough budgets from photos, improving lead qualification.; Shift to outcome-based pricing — pros are willing to pay more for leads that convert; platforms that prove conversion uplift can capture higher fees.; Preference for transparency — homeowners want clearer pricing and vetted reviews, creating opportunity for curated, trust-first marketplaces..