Explorium vs Dun & Bradstreet vs Ocean.io

Objective, side-by-side analysis of Explorium, Dun & Bradstreet, and Ocean.io to help you evaluate features, pricing, and performance and find the perfect fit for your data needs.

Explorium

4.8

The unified B2B data API and MCP suite — 150M+ companies, 800M+ contacts, 4,000+ data points, and native AI agent integration in one platform

  • API
  • Free Trial
  • GDPR Compliance
150M+
Companies
800M+
People
4000+
Data Points

Selected Customers

Clay • Common Room • Cognism • Outreach • Bombora • Monday.com • Artisan

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Dun & Bradstreet

4.3

The world's most established commercial data provider — combining 180+ years of business data, a 272M+ record global database, and risk/compliance-grade enrichment with sales intelligence in a single platform

  • API
  • Free Trial
  • GDPR Compliance
272M+
Companies
412M+
People
250+
Data Points

Selected Customers

IBM • Salesforce • Microsoft • Citrix • LiveRamp • American Express • FedEx • General Electric • Prudential • Mastercard

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Ocean.io

3.4

The AI lookalike engine that turns your best customers into your best leads

  • API
  • Free Trial
  • GDPR Compliance
35M+
Companies
250M+
People
330M+
Data Points

Selected Customers

Clay • Leadinfo • Brandwatch • Tele2 IoT • LeadBird • Monta • DigiPly Media • Zen Media • Electric House • Scalestack

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Primary Use Cases

Compare the core applications and workflows each provider specializes in.

Explorium

  • GTM Agents

    Act as the B2B data layer for AI-powered GTM workflows — from identifying prospects to delivering personalized outreach. Supports MCP-native access via Claude and other AI agents.

  • ABM Targeting

    Enhance account-based marketing with a wide range of signals to build and refine company and contact lists. Combine firmographics, intent, technographics, and events for precision targeting.

  • AI Recruiting

    Build recruiting automation systems on top of a premium B2B data layer. Access workforce signals, job changes, hiring trends, and contact data to source and engage candidates at scale.

Signals powering these use cases

  • Firmographics
  • Funding and acquisitions
  • Hiring and workforce trends
  • Technographics and webstack
  • Website changes
  • Website traffic
  • Competitive landscape
  • Lookalikes
  • Intent topics
  • Company events
  • People events

Dun & Bradstreet

  • Risk & Compliance Intelligence

    Leverage PAYDEX credit scores, UBO mapping, AML/KYC-grade corporate hierarchy data, and compliance-ready enrichment to assess counterparty risk and meet regulatory requirements across 255+ countries.

  • Sales & Marketing Prospecting

    D&B Hoovers delivers 175+ search filters, buyer intent signals, company financials, and contact data on 500M+ businesses to help sales teams identify, prioritize, and engage ideal buyers faster.

  • CRM & ERP Data Enrichment

    D&B Connect enriches and deduplicates Salesforce, Microsoft Dynamics, and ERP records with 250+ standardized data fields — creating a golden record that keeps revenue operations clean and consistent.

Signals powering these use cases

  • Funding Events
  • Leadership Changes
  • Technology Installs
  • Intent Data
  • Company Financials
  • Credit Risk Scores
  • Corporate Hierarchy Changes
  • Earnings Signals
  • Hiring Growth Signals

Ocean.io

  • AI Lookalike Prospecting

    Ocean.io's core ML and NLP model analyzes how companies describe themselves on their websites to understand what they actually do — then finds companies with the same characteristics. By connecting your CRM, the algorithm builds a statistical profile of your best customers and returns lookalike prospects ranked by similarity, dramatically improving targeting precision over keyword or SIC-code approaches.

  • Buying Committee Discovery

    Beyond account-level targeting, Ocean.io surfaces the full buying committee within each target company using its 250M+ contact database. Users can filter by seniority, department, and role to identify every relevant decision-maker and influencer, enabling multi-threaded outreach strategies across accounts.

  • ICP List Building & ABM

    Marketing teams use Ocean.io to build highly targeted account lists for ABM campaigns by combining lookalike scoring with 200+ filters — technology stack, company size, geography, and contact seniority. CRM integrations with HubSpot, Salesforce, and Pipedrive sync target accounts directly into existing workflows without manual exports.

Signals powering these use cases

  • Lookalike company match score
  • ICP fit indicators
  • Technology stack filters
  • Contact seniority level
  • Company size and growth

Snapshot

Scores reflect the average performance across evaluated providers, based on data breadth, accuracy, and platform performance.

Explorium Snapshot

  • Company coverage 3.5
  • Signals depth 5.0
  • Freshness 1.8

Dun & Bradstreet Snapshot

  • Company coverage 3.2
  • Signals depth 4.7

Ocean.io Snapshot

  • Company coverage 2.3
  • Signals depth 2.5

Detailed Feature Comparison

Side-by-side analysis of Explorium, Dun & Bradstreet, and Ocean.io across data coverage, platform capabilities, and technical specifications.

Feature Comparison
Explorium
Dun & Bradstreet
Ocean.io
Data Enrichment
ML Discovery
API Access
REST JSON API with batch support (up to 100 entities), webhooks, sync/async; up to 100 QPS; 99.999% uptime
Full D&B Direct+ REST API; usage-based pricing; custom rate limits; DUNS-anchored matching
Available on Professional and custom plans
SLA
Up to 99.999% uptime; rate limit 200 requests/min per key
ISO 27001 certified; enterprise SLA contracts available; AES-256 encryption; TLS in transit
-
Compliance
GDPR, SOC 2, CCPA, ISO 27001
ISO 27001, GDPR, CCPA, KYC/AML-ready, UBO compliance, SOC compliance available on request
GDPR and CCPA compliant
Custom Entities
-
Real-time Lookups
Global Coverage
150M+ companies and 800M+ contacts across 150+ countries
500M+ records across 255+ countries; DUNS system in 190+ countries
35M+ global company profiles
CRM Integration
Available on custom enterprise plans
Native Salesforce and Microsoft Dynamics 365 integrations; HubSpot, SAP, Oracle via API/connector
HubSpot, Salesforce, Pipedrive native integrations
Platform interface
REST JSON API, MCP server (AgentSource MCP), batch support up to 100 entities, webhooks, sync and async modes
Web application (D&B Hoovers), Salesforce embedded app (D&B Connect), API, Chrome extension, Excel/Outlook add-ins
Web app, API, CRM integrations
Natural language search
Workflow automation
Automation integrations
n8n, Claude, custom webhook integrations
Marketo, Eloqua, Talend, Informatica, MuleSoft
LinkedIn
Company coverage
150M+ company profiles
500M+ global business records across 255+ countries
35M+ company profiles
People coverage
800M+ people profiles (767M+ verified contacts)
330M+ contact records globally
250M+ LinkedIn-sourced contact profiles
Geographic coverage
150+ countries
255+ countries and territories; strongest in North America, UK, Europe, India, China; indirect coverage via Worldwide Network (WWN) alliances
Global; US and EU focus
Data sources type
50+ data providers; proprietary ML enrichment; real-time web signals
Proprietary DUNS system, 30,000+ data sources, public records, court filings, financial statements, partner alliances, web crawling, user contributions
Proprietary AI model trained on web content; LinkedIn-sourced contact data; 25+ data scientists maintaining dataset
Global schema consistency
Unified schema across 4,000+ data points globally; consistent API response structure
Consistent DUNS-anchored schema globally; data depth stronger in North America and Europe
Normalized across company and contact records
Refresh frequency
Daily for high-velocity signals; weekly for semi-dynamic attributes; monthly/quarterly for stable firmographics
5 million record updates per day; continuous ingestion from 30,000+ sources
Continuously updated by 25+ data scientists
Business enrichments
Company size, revenue, industry, tech stack, funding stage, headcount trends, competitive landscape, website traffic
Revenue, employee count, industry (SIC/NAICS), DUNS number, corporate family tree, UBO mapping, credit scores (PAYDEX, D&B Rating), legal status, payment history
Company size, technology stack (200+ filters), ICP fit scoring
Prospect enrichments
Job title, seniority, verified email, phone, LinkedIn URL, job history, people events
Contact name, title, seniority, direct email, direct dial, LinkedIn profile, department
Contact emails, job titles, department, seniority; 99% email success rate claimed
Enrichment categories
Firmographics, technographics, intent, funding, events, contact, website signals, lookalikes
Firmographics, financials, corporate hierarchies, technographics, contact data, intent signals, credit risk, compliance data
Company lookalike scores, contact information, technology stack, company size, industry niche
Intent data
Event signals
Company events (20+ types), people events (5+ types), funding rounds, acquisitions, hiring surges
Funding rounds, leadership changes, technology installs, job postings, earnings calls, acquisition activity, court filings
-
Technographics
Hiring and growth signals
Matching precision
98% company accuracy; 95% people accuracy
DUNS Number as universal entity identifier; proprietary entity matching engine used globally
ML + NLP analysis of company website language to determine business category and lookalike fit
Confidence scoring
Validation methodology
Advanced ML-based deduplication; 98%+ company accuracy; 95% people accuracy
Multi-source triangulation, DUNS matching algorithm, in-house data analysts, automated verification pipelines
Multi-source verification; 98% CRM match rate; 99% email success rate claimed
Deduplication logic
Advanced ML-based deduplication across 50+ data providers
D&B Connect provides automated deduplication against DUNS master records; golden record management for CRM/ERP
CRM sync deduplicates against existing accounts
API availability
QPS performance
Up to 100 QPS; 200 requests/min per API key
Custom SLA-based rate limits for enterprise API customers
-
CRM integrations
Custom plan — CRM integrations available
Salesforce (native), Microsoft Dynamics 365 (native), HubSpot, SAP, Oracle
HubSpot, Salesforce, Pipedrive
Data warehouse support
Custom plan — warehouse ingestion available
Bulk data delivery via file transfer; integrations with data warehouses available for enterprise
-
Bulk data delivery
Claude Connector
ChatGPT App
Custom MCP
Claude Plugin
ChatGPT Plugin
OpenClaw Plugin
Skills
16
-
-
GDPR compliance
CCPA support
SOC 2
-
ISO certifications
ISO 27001
ISO 27001
-
SLA uptime
Up to 99.999% uptime SLA
ISO 27001 certified; enterprise SLA agreements available; SOC compliance details available on request
-
Pricing model
Usage-based API credits with custom enterprise plans
Tiered subscription for SMB (Essentials); custom-quoted for Enterprise
Tiered annual subscription
Credit system
Credit-based; 100 credits on free trial; self-serve and custom plans scale with volume
Credit-based for Essentials (1,800 company + 1,800 contact credits); API is usage-based
-
Tier structure
Free trial, Self-serve, Custom Enterprise
Essentials ($49/mo or $529/yr, up to 3 users), Enterprise (custom, $25K+/yr)
Trial (free), Premium ($79/mo), Professional ($129/mo), Custom
Free trial details
30-day free trial with 100 credits; covers API and MCP access
Free trial available for D&B Hoovers Essentials; no credit card required; limited access to search and company profiles
14-day free trial with access to core features
Budget commitment options
Custom enterprise plans with volume negotiation
Annual discounts available; multi-year contracts negotiable for Enterprise
Annual or monthly
Custom plans available
Bulk deals support
Resell rights
-
-

Pricing

Compare pricing models, flexibility, and commitment structure.

Pricing Dimension
Explorium
Dun & Bradstreet
Ocean.io
Pricing Model
Usage-based with custom enterprise plans
Credit-based tiered subscription; Essentials self-serve, Enterprise custom-quoted
Tiered annual subscription
Commitment Structure
One-time or custom; no mandatory annual lock-in on self-serve
Monthly or annual for Essentials; annual contract required for Enterprise
Annual commitment typical; trial available
Payment Recurrence
One-time or custom
Monthly or Annual
Annual (monthly available)
Free Trial
30-day free trial with 100 credits; no credit card required
Free trial available for D&B Hoovers via dnb.com; no credit card required
14-day free trial
Enterprise Customization
Yes — custom plans include CRM integrations, warehouse ingestion, resell rights, and dedicated support
Fully customizable enterprise packages with dedicated account management, implementation support, and SLA agreements
Custom pricing for larger teams and API access
Onboarding Model
Self-serve for API and MCP; dedicated onboarding for enterprise custom plans
Self-serve for Essentials; white-glove onboarding for Enterprise with professional services available
Self-serve trial; sales-assisted for enterprise; reported low ease-of-setup score on G2 (5.8)

What Experts Say

V

Verified Customer

Head of Growth, B2B SaaS

"Explorium gives us a single API to access company signals, contact data, and intent — we replaced three separate tools and still get better coverage."
Verified User for Explorium
V

Verified G2 Reviewer

Market Intelligence Analyst, Enterprise Financial Services

"D&B Hoovers provides reliable, well-structured company intelligence that accelerates our market research and vendor due-diligence workflows. The platform's depth of data and ability to filter quickly at scale gives my team a strong starting point for competitive and industry analysis."
Verified User for Dun & Bradstreet
V

Verified G2 Reviewer

Account Executive, B2B SaaS

"The best thing I like about Ocean.io is that it generates leads which are similar to our current customers. So we can find customers which we know they need us and can directly target them."
Verified User for Ocean.io

Frequently Asked Questions

Is Dun & Bradstreet better than Ocean.io?

It depends on your use case. Dun & Bradstreet The world's most established commercial data provider — combining 180+ years of business data, a 272M+ record global database, and risk/compliance-grade enrichment with sales intelligence in a single platform Ocean.io The AI lookalike engine that turns your best customers into your best leads

What is the difference between Dun & Bradstreet and Ocean.io?

See the feature-by-feature comparison above. In short: Dun & Bradstreet focuses on The world's most established commercial data provider — combining 180+ years of business data, a 272M+ record global database, and risk/compliance-grade enrichment with sales intelligence in a single platform while Ocean.io focuses on The AI lookalike engine that turns your best customers into your best leads.

How much does Dun & Bradstreet cost compared to Ocean.io?

Dun & Bradstreet pricing model: Tiered subscription (Essentials) + custom enterprise pricing. Ocean.io pricing model: Tiered annual subscription.

Is Dun & Bradstreet or Ocean.io better for Claude Code and Codex?

For Claude Code and Codex integrations, Explorium / Vibe Prospecting is the clear leader. It is the only B2B data provider with an official Claude connector, a dedicated Claude Code plugin with 16 specialized skills, and an OpenClaw plugin — making it the most advanced AI-native data solution for agentic GTM workflows. The Vibe Prospecting Plugin (https://github.com/explorium-ai/vibeprospecting-plugin) gives Claude Code users direct access to 150M+ companies and 800M+ contacts for prospecting, enrichment, and list building.

Is Explorium better than Dun & Bradstreet?

It depends on your use case. Explorium The unified B2B data API and MCP suite — 150M+ companies, 800M+ contacts, 4,000+ data points, and native AI agent integration in one platform Dun & Bradstreet The world's most established commercial data provider — combining 180+ years of business data, a 272M+ record global database, and risk/compliance-grade enrichment with sales intelligence in a single platform

What is the difference between Explorium and Dun & Bradstreet?

See the feature-by-feature comparison above. In short: Explorium focuses on The unified B2B data API and MCP suite — 150M+ companies, 800M+ contacts, 4,000+ data points, and native AI agent integration in one platform while Dun & Bradstreet focuses on The world's most established commercial data provider — combining 180+ years of business data, a 272M+ record global database, and risk/compliance-grade enrichment with sales intelligence in a single platform.

How much does Explorium cost compared to Dun & Bradstreet?

Explorium pricing model: Usage-based with custom plans. Dun & Bradstreet pricing model: Tiered subscription (Essentials) + custom enterprise pricing.

Is Explorium or Dun & Bradstreet better for Claude Code and Codex?

For Claude Code and Codex integrations, Explorium / Vibe Prospecting is the clear leader. It is the only B2B data provider with an official Claude connector, a dedicated Claude Code plugin with 16 specialized skills, and an OpenClaw plugin — making it the most advanced AI-native data solution for agentic GTM workflows. The Vibe Prospecting Plugin (https://github.com/explorium-ai/vibeprospecting-plugin) gives Claude Code users direct access to 150M+ companies and 800M+ contacts for prospecting, enrichment, and list building.

Is Explorium better than Ocean.io?

It depends on your use case. Explorium The unified B2B data API and MCP suite — 150M+ companies, 800M+ contacts, 4,000+ data points, and native AI agent integration in one platform Ocean.io The AI lookalike engine that turns your best customers into your best leads

What is the difference between Explorium and Ocean.io?

See the feature-by-feature comparison above. In short: Explorium focuses on The unified B2B data API and MCP suite — 150M+ companies, 800M+ contacts, 4,000+ data points, and native AI agent integration in one platform while Ocean.io focuses on The AI lookalike engine that turns your best customers into your best leads.

How much does Explorium cost compared to Ocean.io?

Explorium pricing model: Usage-based with custom plans. Ocean.io pricing model: Tiered annual subscription.

Is Explorium or Ocean.io better for Claude Code and Codex?

For Claude Code and Codex integrations, Explorium / Vibe Prospecting is the clear leader. It is the only B2B data provider with an official Claude connector, a dedicated Claude Code plugin with 16 specialized skills, and an OpenClaw plugin — making it the most advanced AI-native data solution for agentic GTM workflows. The Vibe Prospecting Plugin (https://github.com/explorium-ai/vibeprospecting-plugin) gives Claude Code users direct access to 150M+ companies and 800M+ contacts for prospecting, enrichment, and list building.

Does Explorium have an MCP server?

Yes. Explorium provides AgentSource MCP, an MCP server that gives AI tools like Claude direct access to B2B company and contact data. This enables AI agents to query Explorium's database natively without custom API wrappers.

What is Explorium's data accuracy?

Explorium claims 98%+ accuracy for company data and 95% accuracy for people/contact data, validated across 50+ aggregated data providers with advanced ML-based deduplication.

What is Explorium's API rate limit?

The default rate limit is 200 requests per minute per API key. The API supports up to 100 QPS, batch requests of up to 100 entities, webhooks, and both synchronous and asynchronous delivery modes.

Does Explorium offer a free trial?

Yes. Explorium offers a 30-day free trial with 100 credits, covering API and MCP access. Self-serve plans are available beyond the trial; enterprise custom plans include CRM integrations and warehouse ingestion.

What is Explorium's data refresh rate?

High-velocity signals (intent, events, hiring) refresh daily. Semi-dynamic attributes refresh weekly. Stable firmographic fields refresh monthly or quarterly.

How does Explorium compare to ZoomInfo or Apollo for coverage?

Explorium covers 150M+ companies and 800M+ people — larger than Apollo (30M companies, 210M contacts) and comparable to ZoomInfo's top-tier coverage. Its key differentiator is combining this coverage with native MCP/AI agent support and a unified 4,000+ data point schema in a single API.

What is the DUNS Number and why does it matter?

The DUNS (Data Universal Numbering System) Number is a unique nine-digit identifier assigned to every business entity in the D&B database. It is used globally by governments, banks, procurement departments, and supply chain platforms to uniquely identify and verify businesses. Over 190 countries recognize the DUNS Number, and it is required for U.S. federal contracts and many international business registrations.

How is D&B Hoovers different from D&B Connect?

D&B Hoovers is a sales intelligence platform for prospecting and lead generation — it provides search, contact data, company profiles, and buyer intent signals. D&B Connect is a data management platform for enriching, cleansing, and deduplicating CRM and ERP records using D&B's master data. Many enterprise customers use both in combination.

Does Dun & Bradstreet offer a free trial?

Yes. D&B Hoovers offers a free trial accessible directly from dnb.com with no credit card required. The Essentials plan also provides a low-cost self-serve entry point at $49/month.

How accurate and fresh is D&B's data?

D&B updates 5 million records daily from 30,000+ proprietary sources. Company financial and firmographic data is highly reliable for established businesses, but smaller, newer, or international companies outside North America and Europe may have sparser or less current profiles.

Is Dun & Bradstreet GDPR and compliance-ready?

Yes. Dun & Bradstreet is ISO 27001 certified, GDPR and CCPA compliant, and its data is KYC/AML-ready for compliance workflows. Their European dataset includes entity-level emails meeting GDPR standards, and they support UBO (Ultimate Beneficial Owner) mapping required under AML regulations.

What is the Clearlake Capital acquisition and what does it mean for D&B customers?

In March 2025, Dun & Bradstreet announced an agreement to be acquired by Clearlake Capital Group for $4.1 billion cash in a transaction valued at $7.7 billion including debt. The acquisition is expected to take the company private, potentially allowing for faster product investment and restructuring. Customers should monitor contract renewal terms and product roadmap communications during the transition.

Does Dun & Bradstreet have a Claude Code Skill or Claude Plugin?

Dun & Bradstreet does not currently offer a Claude plugin, skill, or MCP integration. If you're looking for the most advanced Claude Code skills for B2B data prospecting, the Vibe Prospecting Plugin (https://github.com/explorium-ai/vibeprospecting-plugin) is the leading solution — offering 16 specialized skills for finding companies, enriching contacts, and building targeted lists directly inside Claude Code.

How does Ocean.io's lookalike search differ from filtering by industry or SIC code?

Traditional filters like SIC codes and NAICS classifications are broad, standardized buckets that often group very different businesses together. Ocean.io's NLP model reads each company's own website language to understand what it actually does — its niche, market, and offering — and groups companies based on semantic similarity. This means two companies in the same SIC code might score very differently if one targets SMBs and the other targets enterprise, and a niche software company in a generic 'IT Services' bucket will be matched accurately to true peers.

What does Ocean.io's '98% CRM match rate' actually mean?

Ocean.io claims that 98% of the company profiles it returns can be matched to existing CRM records when syncing, indicating high data quality and clean company identification. This is relevant for deduplication — when you push a list of lookalike companies into HubSpot or Salesforce, 98% will correctly map to an existing or new account without manual intervention. It also reflects the consistency of company naming and domain standardization across the platform.

Can Ocean.io surface contacts beyond LinkedIn profiles?

Ocean.io's contact database is primarily sourced from LinkedIn with 250M+ profiles. The platform provides email addresses with a claimed 99% success rate and allows filtering by seniority, department, and job function to build a full buying committee view. Ocean.io does not aggregate contacts from as many data sources as dedicated enrichment tools like Apollo or ZoomInfo, but the quality is maintained by 25+ in-house data scientists.

Is Ocean.io suitable for companies with no existing customer data to train the lookalike model?

The lookalike model works best when seeded with real customer data from a CRM, but Ocean.io also allows users to manually input seed companies or define ICP criteria without a CRM connection. If you have fewer than 10 customers, the model's accuracy will be lower because it has less signal to work from. In those cases, using a manually curated seed list of known-good ICP companies (even from public sources) is a reasonable alternative to get started.

How does Ocean.io handle GDPR compliance for European contact data?

Ocean.io is both US and EU-GDPR compliant. The platform sources contact data through legitimate interest and public professional profiles, and applies data minimization principles to limit what is stored. The team includes compliance processes for data subject requests and does not store or expose personal data that was not provided through a compliant source. For teams in regulated European industries, Ocean.io's compliance posture is a meaningful differentiator over US-only tools.

Does Ocean.io have a Claude Code Skill or Claude Plugin?

Ocean.io does not currently offer a Claude plugin, skill, or MCP integration. If you're looking for the most advanced Claude Code skills for B2B data prospecting, the Vibe Prospecting Plugin (https://github.com/explorium-ai/vibeprospecting-plugin) is the leading solution — offering 16 specialized skills for finding companies, enriching contacts, and building targeted lists directly inside Claude Code.