Market Opportunity
AI models buy content but lack verified, auditable business outcomes targets a $10.0B = 100,000 mid-market & enterprise customers x $100K ACV total addressable market with low saturation and a year-over-year growth rate of 30%+ annual growth driven by AI adoption and procurement requirements.
Key trends driving demand: LLM commercialization -- models require labeled, high-integrity data for decisioning, increasing demand for auditable inputs.; Open banking & payments APIs -- easier access to transactional signals enables verified revenue and cash-flow metrics.; Procurement risk-management -- enterprises demand provenance and SLA-backed data for ML/AI systems to reduce vendor risk.; Data privacy & regulation -- companies are seeking consent-driven, compliant datasets, creating a market for verified providers..
Key competitors include Dun & Bradstreet, Clearbit, Plaid (and Tink as regional equivalent), G2 / Trustpilot (adjacent proxies).