Dun & Bradstreet vs Connected Papers
A detailed comparison to help you choose between Dun & Bradstreet and Connected Papers.
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Verdict: Connected Papers wins
Connected Papers scores 4.2/5, edging out Dun & Bradstreet at 3.7/5. Researchers at any level who want to map the literature around a known paper before committing reading time — from supervisors skimming a field to doctoral students building a reading list.
Dun & Bradstreet Bedrijfsdata & kredietinfo | Connected Papers Visual academic paper network explorer | |
|---|---|---|
| Rating | 3.7 (1 review) | 4.2 (1 review) |
| Pricing Model | paid | freemium |
| Starting Price | Pricing varies | Free tier available |
| Best For | Credit, risk and supplier-verification teams, and B2B sellers who filter targets by payment behavior and need the identity backbone others key off. | Researchers at any level who want to map the literature around a known paper before committing reading time — from supervisors skimming a field to doctoral students building a reading list. |
| Free Tier | ||
| API Access | ||
| Team Features | ||
| Open Source | ||
| Tags | — | free tier |
| Visit Connected Papers → |
Dun & Bradstreet
Pros
- + Company and credit data depth is unmatched for private businesses: the records I checked matched on financials, hierarchies and identifiers
- + PAYDEX and payment-behavior filtering in Hoovers gave me prospect lists ranked by a real business signal, not just firmographics
- + D-U-N-S Number registration for your own company is free and is a de facto requirement for government and enterprise onboarding
- + Essentials tier is genuinely self-serve at $49/month or $529/year with a free first month at time of writing
- + 180-plus years of data lineage and a broad API and integration surface for enterprise systems
Cons
- - Contact-level data was stale in my sample: a meaningful share of direct dials hit switchboards or dead extensions
- - Above Essentials, pricing is quote-only, with third-party estimates for enterprise tiers near $25,000/year
- - Credit metering (150 company and 150 contact credits monthly on Essentials) drains quickly on real prospecting workflows, and rollover terms were not documented where I looked
- - Exports consume credits per record in my trial, so the credit pool caps how much data leaves the platform
- - August 2025 Clearlake buyout introduces private-equity ownership uncertainty for the roadmap
Connected Papers
Pros
- + Co-citation and bibliographic coupling surfaced conceptually adjacent papers that plain citation tracing missed in my field-mapping runs
- + Five full graphs per month free with every feature included and no account required to start
- + Academic plan at $6/month (at time of writing) with unlimited graphs is among the cheapest paid upgrades in academic software
- + Prior Works and Derivative Works views gave me the field's foundations and its current frontier in two clicks
- + Scholarship program exists for researchers who cannot pay — email the team for a discounted or free plan
Cons
- - Five free graphs disappears in one review afternoon; the free tier is a demo with monthly resets for active researchers
- - Graphs seeded from very recent papers are sparse — co-citation signal needs time and citations to accumulate
- - Shows relatedness only: no summaries, no quality judgment, and no reproducible search for PRISMA-style reviews
- - Coverage inherits Semantic Scholar's gaps — humanities, law, non-English and grey literature are thin or absent
- - No alerts for new matching papers, no API, no app, and BibTeX download as the only export
Frequently Asked Questions
Which is better, Dun & Bradstreet or Connected Papers?▼
Connected Papers scores higher at 4.2/5 vs 3.7/5 for Dun & Bradstreet, making it the better-rated option in our comparison.
What is the difference between Dun & Bradstreet and Connected Papers?▼
Dun & Bradstreet: Dun & Bradstreet supplies business data and credit information, including the D-U-N-S identifier used to check and score companies. Connected Papers: Connected Papers builds a visual graph of papers related to one you already have, to find prior and derivative work in a field.
Is Dun & Bradstreet or Connected Papers more affordable?▼
Dun & Bradstreet starts at €0/mo, Connected Papers starts at €0/mo. Check the comparison table above for current pricing.
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