D&B shows you the credit risk.
Sayari shows you the ownership risk they can’t see.
Dun & Bradstreet is the dominant player in business credit and supplier risk – DUNS numbers are universal procurement identifiers. Sayari takes a different approach: primary-source government registry data, beneficial ownership traversal, and real-time compliance screening. Where D&B answers “is this company creditworthy?”, Sayari answers “who ultimately owns and controls this entity?”
See Sayari in action
Request a live demo – we’ll run your entities through the world model.
Dun & Bradstreet is the dominant provider of business credit, supplier risk, and DUNS-based procurement data. D&B excels at credit scoring, supplier financial health assessment, and broad supplier universe coverage. DUNS numbers are universal procurement identifiers. Strong on commercial credit profiles; data is largely self-reported and commercially sourced.
Sayari is built for intelligence-grade entity risk: beneficial ownership opacity, sanctions exposure through indirect structures, supply chain forced labor and UFLPA exposure. Sources directly from government corporate registries across 250+ jurisdictions with continuous monitoring. Real-time ownership chain traversal surfaces hidden relationships and enables proactive compliance.
If your primary risk question is “who ultimately owns and controls this entity, and are they exposed to sanctions, forced labor, or state control?” – Sayari is your answer. If your primary question is “what is this company’s credit score?” – your credit tool handles that. Most compliance teams find they already have a credit solution. What they’re missing is ownership intelligence.
Quick Verdict
Sayari Product Capabilities
D&B entity counts are inflated by counting branch offices separately. Sayari’s World Model resolves 1.5B entities with cross-source matching – same entity across registry, trade, and sanctions sources, matched at ingestion.
Signal delivers <4hr sanctions list update lag vs. D&B’s batch refresh. Customers report significantly fewer false positives vs. name-string matching – one top-10 global bank reduced false positives by more than 70%. 40+ sanctions lists vs. D&B’s module-based offering.
For TPRM buyers who need the full workflow – screening, investigation, triage, monitoring – Guide bundles it all on top of the World Model. D&B’s workflow tools are credit-focused and lack beneficial ownership intelligence and primary-source registry data – the compliance layer still requires a separate solution.
Detailed Comparison
| Capability | Sayari | Dun & Bradstreet |
|---|---|---|
Data & Coverage |
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Data Sourcing
Primary vs. commercial
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Primary government registries – direct corporate registry data; not dependent on company self-reporting or commercial aggregation
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Commercial sources – company self-reported data, business registrations, payment history; subject to reporting accuracy
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Data Freshness
Real-time vs. batch
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Continuous monitoring – updates within hours of registry changes; real-time ownership change detection
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Periodic batch updates – relies on subscription-based data refreshes; change detection depends on update frequency
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Supplier Universe
Coverage and breadth
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1.5B+ entities resolved – deep coverage of opaque/emerging markets and higher-risk jurisdictions
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450M+ companies via self-reported and aggregated commercial data – strongest in major markets and OECD countries; limited in emerging/high-risk jurisdictions
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Ownership & Compliance |
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Beneficial Ownership
Ultimate owner tracing
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10+ degree traversal – follows ownership through shell companies, nominees, trusts across corporate registries
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Basic ownership – covers reported corporate structure; limited shell company tracing and depth
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UFLPA / Forced Labor
Supply chain labor compliance
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Ownership-linked screening – connects forced labor indicators through corporate control structures; covers UFLPA entity list and indicators
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Limited coverage – not primary platform focus; UFLPA screening available in some modules but not integrated with ownership data
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Sanctions Screening
Multi-list entity matching
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40+ sanctions lists – entity resolution before matching; updates within 4 hours; ownership chain screening included
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Available as module – sanctions screening offered; typically requires separate subscription; limited ownership chain integration
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Credit & Business Risk |
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Credit Scoring
Business creditworthiness
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Not in scope – Sayari focuses on ownership and sanctions risk, not credit or financial health scoring
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Core platform – D&B credit risk scoring and DUNS-based ratings are the global standard for business creditworthiness
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Supplier Financial Health
Payables, cash flow, stability
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Not in scope – Sayari provides entity risk signals; does not analyze financial statements or cash flow
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Core capability – payment history, financial indicators, credit limits; integral to D&B’s supplier risk offering
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Data Origin
Source and methodology
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Primary-source government registries, 700+ authoritative sources – entity resolution through cross-source matching at ingestion
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Self-reported + aggregated commercial data – relies on company filings and commercial databases; subject to reporting accuracy
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Platform & Integration |
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API Integration
Real-time workflow access
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REST API with SDKs – Python and Node.js; MCP for AI workflows; designed for compliance pipeline integration
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APIs available – enterprise licensing required; integration typically managed via professional services
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DUNS Coverage
Universal procurement identifier
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Not primary focus – Sayari maps registries; can supplement DUNS coverage but not a DUNS platform
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Standard for procurement – DUNS numbers are universal and central to supplier identification and procurement workflows
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Workflow Integration
Deployment approach
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API-first, deploys into onboarding and case management platforms – designed for compliance workflow integration
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Dashboard only – workflow integration typically requires professional services engagement
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Sayari research. Based on publicly available product documentation and capability analysis. Last reviewed April 2026. Dun & Bradstreet capabilities described based on Dun & Bradstreet Business Insights and Risk Management Solutions product lines.
When to Choose Each Platform
- You need to trace beneficial ownership to identify ultimate controllers in your supply chain
- UFLPA or forced labor compliance is part of your supply chain risk program
- Sanctions screening with ownership chain intelligence is a compliance requirement
- You operate in opaque/emerging markets where registry data is critical
- Real-time monitoring of ownership changes is necessary for risk detection
- You need to screen suppliers in high-risk jurisdictions beyond major markets
- Business credit scoring and creditworthiness assessment are primary needs
- DUNS numbers are required for procurement and supplier integration
- Financial health and payment history analysis drive supplier decisions
- You need broad supplier coverage across major markets
- You’re already integrated with existing D&B systems and workflows
- Supplier financial stability and cash flow analysis matter more than ownership depth
Adding Sayari to Your Supply Chain Risk Program
Most compliance teams evaluate Sayari when they hit the ownership intelligence wall – a supplier flags in a watchlist, but they can’t trace who actually controls it. The POC is built around that moment: bring a real supplier, we’ll show you the ownership chain your current tools can’t see.
Assessment Call
30 minutes to understand your current supplier risk tools, ownership intelligence gaps, and UFLPA/sanctions compliance requirements
Proof-of-Concept
Run real suppliers against Sayari to see beneficial owners, UFLPA exposure, and forced labor indicators your current tools miss
Integration Scoping
Map API integration with your procurement platform, supplier database, or supply chain risk system; determine data flow approach
Deployment & Onboarding
Signal deploys API-first into screening workflows. Full enterprise integration timelines vary by scope.
API-first
Signal deploys API-first into screening workflows. Full enterprise integration timelines vary by scope.
Sayari vs Dun & Bradstreet FAQ
D&B’s data model is credit-oriented – DUNS numbers, financial health, commercial payment behavior. It cannot trace beneficial ownership through multi-tier corporate structures, and it doesn’t resolve entities against sanctions lists with enough precision to satisfy OFAC. Organizations switch when enforcement risk becomes the primary driver: UFLPA enforcement is now tracing to Tier 3 suppliers, OFAC penalties rose 417% in H1 2025, and D&B’s periodic batch updates don’t catch ownership changes between annual refresh cycles. Sayari monitors government registries continuously, maps ownership chains across 250+ jurisdictions, and generates audit-ready evidence traceable to the original government filing.
D&B covers 450M+ companies via self-reported and aggregated commercial data, strongest in major markets and OECD countries. Sayari covers 1.5B+ entities via primary-source government registries across 250+ jurisdictions, with particularly deep coverage in opaque/emerging markets and higher-risk regions. Choose based on your primary market focus: developed markets with DUNS integration (D&B) or global supply chains with emerging market exposure (Sayari).
For compliance teams that need ownership intelligence, beneficial ownership tracing, and sanctions screening, Sayari replaces D&B as the primary compliance data source. D&B’s DUNS-based credit data structurally cannot trace beneficial ownership through shell companies or screen for sanctions exposure across indirect ownership chains. If those capabilities are compliance requirements, Sayari is the replacement, not the supplement.
Sayari monitors corporate registries continuously and detects ownership changes within hours. D&B relies on periodic batch updates sourced from company filings. For compliance workflows where beneficial owner changes matter (UFLPA enforcement, sanctions exposure), Sayari’s real-time data catches changes faster than D&B batch refreshes.
Both are enterprise-licensed platforms. Before comparing cost, validate capability fit for your specific compliance gaps. A cheaper tool that doesn’t solve your problem costs more than a better-fit tool. Request POC runs on your actual supplier data and build business case around false positive reduction and UFLPA/sanctions risk mitigation before engaging on price.
Bring a real supplier. We’ll show you the ownership chain.
Upload a supplier list or provide a company name. We’ll show you the beneficial owners, forced labor exposure, and UFLPA entity connections Sayari surfaces that credit data alone misses.
Request a Demo