Wiki · citable explainer
D&B is commercial data and credit infrastructure. Alternatives depend on whether the job is credit risk, procurement, or public AI-readable identity.
Credit risk, procurement credentials, and selective public identity are different jobs. Choose accordingly.
Is AI Verified a D&B alternative?
Only for public identity packaging and AI observability — not for credit scoring or DUNS issuance.
When is D&B still required?
When buyers or lenders require commercial credit or DUNS-based processes.