Vetting clients for freelancers - reputation database plus AI screening

Vetting clients for freelancers - reputation database plus AI screening targets a $2.4B = 10M freelancers x $20/mo x 12 (global TAM for a paid vetting/subscription service) total addressable market with low saturation and a year-over-year growth rate of 8-12% annual growth in independent workforce and gig platform usage.

Key trends driving demand: Remote and gig economy growth -- more freelancers working across platforms increases need for cross-platform client intelligence.; Platform asymmetry -- marketplaces verify talent but often do not sufficiently vet buyers, creating a reputation gap.; Payment API availability -- Stripe, PayPal, and accounting tool integrations enable objective payment history signals.; AI contract parsing -- modern NLP models can automatically flag ambiguous scopes and contract risks, speeding screening..