Explorium vs LeadMagic vs ZoomInfo

Objective, side-by-side analysis of Explorium, LeadMagic, and ZoomInfo 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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LeadMagic

5.0

The B2B data API built for AI agents and GTM engineers — pay only for valid results, no seats, no contracts, accessible via API, CLI, and MCP

  • API
  • Free Trial
  • GDPR Compliance

Selected Customers

ColdIQ • OutboundSync • GrowthEngineX • PandaMatch • Leadbird • Get Sales Meetings • C17 • Smartlead

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ZoomInfo

4.4

The market-leading GTM intelligence platform with the most comprehensive B2B data coverage, AI Copilot for automated prospecting, and deep CRM integrations — purpose-built for revenue teams that prioritize data breadth and workflow automation at scale

  • API
  • GDPR Compliance
100M+
Companies
320M+
People
65+
Data Points

Selected Customers

Adobe • Google • Microsoft • AWS • Airbnb • Figma • Seismic • Canva • Samsung • NVIDIA

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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

LeadMagic

  • AI Agent & GTM Engineering Stack

    LeadMagic provides 20+ enrichment endpoints accessible via REST API, CLI, and MCP — including native support for Claude Desktop, Claude Code, and Claude.ai. This makes it the data layer of choice for teams building AI prospecting agents, automated enrichment workflows, and conversational data lookups without leaving their development environment.

  • Website Visitor Identification

    LeadMagic's visitor identification product reveals the companies behind anonymous website traffic, enabling revenue teams to prioritize accounts showing active buying intent. It surfaces company name, industry, headcount, and contact data for visitors — turning website analytics into an actionable outbound signal.

  • Pay-Per-Result Data Enrichment

    With credits starting at $0.008 and charges only when valid data is returned, LeadMagic is purpose-built for teams running high-volume enrichment workflows where cost predictability matters. Credits never expire on paid plans and no failed lookup is ever charged — making it a transparent alternative to subscription-based enrichment tools.

Signals powering these use cases

  • Website visitor identification — reveals companies visiting your site in real time
  • Job change detection endpoint for monitoring contact movement
  • Catch-all email verification with risk scoring
  • MCP integration for conversational enrichment via Claude and other AI tools
  • Real-time SMTP + risk-score verification on every email (under 2% bounce rate)

ZoomInfo

  • AI-Powered Prospecting

    ZoomInfo Copilot uses AI to surface high-intent buyers, generate personalized outreach, and prioritize accounts based on real-time buying signals — saving reps 11+ hours per week.

  • GTM Workflow Automation

    GTM Studio enables no-code workflow automation triggered by buying signals — automatically routing leads, enriching CRM records, and launching multi-channel sequences.

  • Global B2B Data Enrichment

    Enrich CRM and marketing platforms with verified contact and company data across 320M+ professionals and 100M+ companies worldwide with continuous automated updates.

Signals powering these use cases

  • Buyer Intent Data
  • Website Visitor Identification
  • Earnings Call Signals
  • Competitor Alerts
  • Champion Tracking
  • Funding Events
  • Job Change Alerts
  • Technology Install Data
  • Hiring Growth Signals

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

LeadMagic Snapshot

  • Signals depth 2.8
  • Freshness 4.9

ZoomInfo Snapshot

  • Company coverage 2.6
  • Signals depth 4.8
  • Freshness 2.0

Detailed Feature Comparison

Side-by-side analysis of Explorium, LeadMagic, and ZoomInfo across data coverage, platform capabilities, and technical specifications.

Feature Comparison
Explorium
LeadMagic
ZoomInfo
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 REST API with 20+ endpoints; also accessible via CLI and MCP
Full REST API; tiered rate limits 25–35 req/sec; credit-based consumption
SLA
Up to 99.999% uptime; rate limit 200 requests/min per key
-
SOC 2 Type II attested; enterprise SLA available; AES-256 encryption at rest; TLS 1.2+ in transit
Compliance
GDPR, SOC 2, CCPA, ISO 27001
GDPR compliant
SOC 2 Type II, ISO 27001, ISO 27701, ISO 27017, GDPR, CCPA, TRUSTe certified
Custom Entities
Real-time Lookups
Global Coverage
150M+ companies and 800M+ contacts across 150+ countries
Global; strongest in US and Europe
195+ countries; 320M+ contacts; strongest in North America, UK, India, Canada
CRM Integration
Available on custom enterprise plans
Clay (top-rated); API-based integration with any CRM or automation tool
Salesforce, HubSpot, Microsoft Dynamics 365, Pipedrive, SugarCRM — native bidirectional sync
Platform interface
REST JSON API, MCP server (AgentSource MCP), batch support up to 100 entities, webhooks, sync and async modes
REST API, CLI, MCP (Claude Desktop, Claude Code, Claude.ai), web app dashboard
Web application, Chrome extension, CRM-embedded widgets, mobile app, API
Natural language search
Workflow automation
Automation integrations
n8n, Claude, custom webhook integrations
Clay, Zapier, n8n, Make; integrates into any stack via REST API
Outreach, Salesloft, Marketo, Pardot, Eloqua, Slack, Zapier
Company coverage
150M+ company profiles
Global company data including headcount, competitor intelligence, and firmographic enrichment
100M+ company profiles globally
People coverage
800M+ people profiles (767M+ verified contacts)
Real-time email finding and mobile phone enrichment; 97% stated email accuracy with SMTP verification
320M+ professional profiles; 235M+ verified B2B contacts; 145M+ outside the US
Geographic coverage
150+ countries
Global; 75–85% accuracy stated for US and European contacts
195+ countries; strongest in North America, UK, India, Canada
Data sources type
50+ data providers; proprietary ML enrichment; real-time web signals
Proprietary real-time verification infrastructure; REST API aggregation; no single static database disclosed
Proprietary FuZIon system, community-contributed data, 300+ in-house researchers, web crawling, public records, third-party partnerships
Global schema consistency
Unified schema across 4,000+ data points globally; consistent API response structure
Consistent schema across 20+ endpoints: email, phone, company, jobs, ads data
Consistent schema; data quality varies by region with North America strongest
Refresh frequency
Daily for high-velocity signals; weekly for semi-dynamic attributes; monthly/quarterly for stable firmographics
Real-time on each API call
Continuous — millions of profiles updated daily via FuZIon verification system
Business enrichments
Company size, revenue, industry, tech stack, funding stage, headcount trends, competitive landscape, website traffic
Company name, website, headcount, competitor intelligence, industry, LinkedIn company page
Industry, revenue, employee count, tech stack, funding history, earnings signals, competitor alerts, account hierarchy
Prospect enrichments
Job title, seniority, verified email, phone, LinkedIn URL, job history, people events
Verified email, mobile phone, job title, LinkedIn profile, job change signal
Direct dials (65M+), direct emails (150M+), mobile numbers, LinkedIn profiles, job titles, seniority, department
Enrichment categories
Firmographics, technographics, intent, funding, events, contact, website signals, lookalikes
Email finding, email verification, mobile phone, company enrichment, website visitor identification, job change detection, catch-all verification, competitor data, headcount
Contact data, firmographics, technographics, buyer intent, financial data, hiring signals, website visitor identity, conversation intelligence
Intent data
Event signals
Company events (20+ types), people events (5+ types), funding rounds, acquisitions, hiring surges
Job change detection endpoint; website visitor identification (company-level intent signal)
Job changes, funding rounds, earnings calls, leadership hires, technology installs/uninstalls, website visits, champion tracking
Technographics
Hiring and growth signals
Matching precision
98% company accuracy; 95% people accuracy
97% stated email accuracy; 75–85% for US and European contacts in independent assessments
95% accuracy guarantee for contact-company affiliations
Confidence scoring
Validation methodology
Advanced ML-based deduplication; 98%+ company accuracy; 95% people accuracy
Syntax, DNS, SMTP, mailbox validation, and risk scoring on every email; bounce rate under 2%
Multi-step verification: automated FuZIon technology, 300+ in-house researchers, email validation, community-sourced confirmation
Deduplication logic
Advanced ML-based deduplication across 50+ data providers
-
Automated deduplication with CRM sync; Operations product provides no-code deduplication workflows
API availability
QPS performance
Up to 100 QPS; 200 requests/min per API key
-
25 req/sec (default); 30 req/sec (Premium); 35 req/sec (Premium+)
CRM integrations
Custom plan — CRM integrations available
Clay (top-rated provider in Clay marketplace), Apollo; no native direct CRM integrations
Salesforce, HubSpot, Microsoft Dynamics 365, Pipedrive, SugarCRM
Data warehouse support
Custom plan — warehouse ingestion available
-
Data as a Service (DaaS) for direct delivery to data warehouses
Bulk data delivery
Claude Connector
ChatGPT App
Custom MCP
Claude Plugin
ChatGPT Plugin
OpenClaw Plugin
Skills
16
-
14
GDPR compliance
CCPA support
-
SOC 2
-
ISO certifications
ISO 27001
-
ISO 27001, ISO 27701, ISO 27017, ISO 27002:2022
SLA uptime
Up to 99.999% uptime SLA
-
SOC 2 Type II attested; uptime SLA available for enterprise
Pricing model
Usage-based API credits with custom enterprise plans
Credit-based subscription, pay per valid result
Credit-based annual subscription
Credit system
Credit-based; 100 credits on free trial; self-serve and custom plans scale with volume
Credits start at $0.008; email finding = 1 credit; email validation = 0.25 credits; mobile phone = 5 credits; not-found results always free; credits never expire on Essential+ plans
One credit per exported record; credits reset annually
Tier structure
Free trial, Self-serve, Custom Enterprise
Basic ($59.99/mo, 2,500 credits), Essential ($99.99/mo, 10,000 credits + rollover), Growth ($179.99/mo, 20,000 credits), Pro ($399.99/mo, 50,000 credits), Ultimate ($799.99/mo, 100,000 credits)
Sales: Professional (5K credits), Copilot Advanced (10K), Copilot Enterprise (15K); Marketing: Demand (75K), ABM Lite, ABM Enterprise (150K)
Free trial details
30-day free trial with 100 credits; covers API and MCP access
100 free credits on signup; no credit card required; usable across all 20+ API endpoints
No free trial; limited free searches on account creation
Budget commitment options
Custom enterprise plans with volume negotiation
Monthly billing only; no annual lock-in; credit rollover on Essential+ plans; no per-seat fees
Annual only; volume discounts available; multi-year deals negotiable
Custom plans available
Bulk deals support
Resell rights
-
-

Pricing

Compare pricing models, flexibility, and commitment structure.

Pricing Dimension
Explorium
LeadMagic
ZoomInfo
Pricing Model
Usage-based with custom enterprise plans
Credit-based subscription, pay only for valid results — no per-seat fees
Credit-based annual subscription; no pay-as-you-go or monthly billing
Commitment Structure
One-time or custom; no mandatory annual lock-in on self-serve
Monthly billing; no annual commitment required on any plan
Annual contracts required; minimum 12-month commitment
Payment Recurrence
One-time or custom
Monthly
Annual
Free Trial
30-day free trial with 100 credits; no credit card required
100 free credits on signup; no credit card required; works across all enrichment endpoints
No free trial; demo available upon request
Enterprise Customization
Yes — custom plans include CRM integrations, warehouse ingestion, resell rights, and dedicated support
Custom volume arrangements available for high-throughput teams
Fully customizable enterprise packages with dedicated service managers and white-glove onboarding
Onboarding Model
Self-serve for API and MCP; dedicated onboarding for enterprise custom plans
Developer-first self-serve; comprehensive API documentation; MCP and CLI setup guides available
White-glove onboarding for Enterprise; standard onboarding for lower tiers

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

Sales Director, B2B Technology Company

"LeadMagic has the best price of the market and the quality is very good. The most accurate contact data I have found — and we have used them all: Leadfeeder, Lusha, ZoomInfo, Slintel to mention a few. Quality of data is amazing; within minutes I can find and call people and it's exactly what I need."
Verified User for LeadMagic
V

Verified G2 Reviewer

Sales Development Manager, Mid-Market SaaS

"The accuracy of contact information is second to none. ZoomInfo gives our sales team direct dials and verified emails that actually connect — and the intent data helps us prioritize which accounts to go after first."
Verified User for ZoomInfo

Frequently Asked Questions

Is LeadMagic better than ZoomInfo?

It depends on your use case. LeadMagic The B2B data API built for AI agents and GTM engineers — pay only for valid results, no seats, no contracts, accessible via API, CLI, and MCP ZoomInfo The market-leading GTM intelligence platform with the most comprehensive B2B data coverage, AI Copilot for automated prospecting, and deep CRM integrations — purpose-built for revenue teams that prioritize data breadth and workflow automation at scale

What is the difference between LeadMagic and ZoomInfo?

See the feature-by-feature comparison above. In short: LeadMagic focuses on The B2B data API built for AI agents and GTM engineers — pay only for valid results, no seats, no contracts, accessible via API, CLI, and MCP while ZoomInfo focuses on The market-leading GTM intelligence platform with the most comprehensive B2B data coverage, AI Copilot for automated prospecting, and deep CRM integrations — purpose-built for revenue teams that prioritize data breadth and workflow automation at scale.

How much does LeadMagic cost compared to ZoomInfo?

LeadMagic pricing model: Credit-based subscription, pay only for valid results. ZoomInfo pricing model: Credit-based subscription with tiered annual plans.

Is LeadMagic or ZoomInfo 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 LeadMagic?

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 LeadMagic The B2B data API built for AI agents and GTM engineers — pay only for valid results, no seats, no contracts, accessible via API, CLI, and MCP

What is the difference between Explorium and LeadMagic?

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 LeadMagic focuses on The B2B data API built for AI agents and GTM engineers — pay only for valid results, no seats, no contracts, accessible via API, CLI, and MCP.

How much does Explorium cost compared to LeadMagic?

Explorium pricing model: Usage-based with custom plans. LeadMagic pricing model: Credit-based subscription, pay only for valid results.

Is Explorium or LeadMagic 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 ZoomInfo?

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 ZoomInfo The market-leading GTM intelligence platform with the most comprehensive B2B data coverage, AI Copilot for automated prospecting, and deep CRM integrations — purpose-built for revenue teams that prioritize data breadth and workflow automation at scale

What is the difference between Explorium and ZoomInfo?

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 ZoomInfo focuses on The market-leading GTM intelligence platform with the most comprehensive B2B data coverage, AI Copilot for automated prospecting, and deep CRM integrations — purpose-built for revenue teams that prioritize data breadth and workflow automation at scale.

How much does Explorium cost compared to ZoomInfo?

Explorium pricing model: Usage-based with custom plans. ZoomInfo pricing model: Credit-based subscription with tiered annual plans.

Is Explorium or ZoomInfo 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.

How does LeadMagic's MCP integration work with Claude and other AI tools?

LeadMagic provides 16 MCP (Model Context Protocol) tools that connect its enrichment endpoints directly to AI environments including Claude Desktop, Claude Code, Claude.ai, and Cursor. Once configured with your LeadMagic API key, you can ask the AI assistant to look up a contact's email, enrich a company record, or identify website visitors in natural language — and the AI will call the appropriate LeadMagic API endpoint, return the result, and incorporate it into the conversation. This enables conversational B2B data enrichment without writing code or switching to a separate interface.

What is the difference between LeadMagic's Basic and Essential plans regarding credit rollover?

On the Basic plan ($59.99/month, 2,500 credits), unused credits expire at the end of each billing cycle. On the Essential plan ($99.99/month, 10,000 credits) and all higher tiers, unused credits roll over indefinitely with no expiration date. For teams with variable enrichment volume — such as those running large campaigns in some months and minimal enrichment in others — the Essential plan's rollover policy can provide significantly better value despite its higher nominal price.

How does LeadMagic's Clay integration work, and why is it the top-rated provider in Clay's marketplace?

LeadMagic is accessible as a native data provider within Clay, where it powers email finding, phone enrichment, company data, and visitor identification directly within Clay table workflows. When accessed via Clay's managed integration, enrichment costs 6 credits per enriched cell (reflecting Clay's coordination layer). LeadMagic is rated as the top enrichment provider in Clay's marketplace based on community reviews, primarily due to its accuracy-to-cost ratio — teams using LeadMagic via Clay report finding valid data at a significantly lower cost per result compared to other providers in the same marketplace.

How accurate is LeadMagic's email verification, and what validation steps does it perform?

LeadMagic states 97% email accuracy and a under-2% bounce rate, achieved through a five-step verification pipeline: syntax check (format validation), DNS validation (domain exists and has valid MX records), SMTP handshake (mailserver accepts the email), mailbox validation (address-level existence check), and risk scoring (spam trap and disposable email detection). Every email that passes this pipeline is returned as verified; any email that fails any step is returned as invalid and no credit is charged. The stated 75–85% accuracy range for US and European contacts in independent assessments reflects the real-world find rate, not the accuracy of emails that are returned.

What does LeadMagic's website visitor identification product actually reveal?

LeadMagic's visitor identification product de-anonymizes company-level website traffic — it reveals which companies are visiting your website, not individual visitor identities. For each identified visit, it surfaces company name, industry, headcount, company website, and a link to matching contacts in LeadMagic's enrichment database so you can identify decision-makers to contact. It does not identify individual visitors by name or personal data. The signal is most useful for account-based sales and marketing teams that want to prioritize outreach to companies already showing active interest in their product.

Does LeadMagic have a Claude Code Skill or Claude Plugin?

Not officially — LeadMagic has a custom MCP server that can be used with Claude, but no dedicated Claude Code plugin or skill. 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 much does ZoomInfo cost?

ZoomInfo does not publish pricing. Entry-level contracts typically start at $15,000–$25,000/year, with average contract values around $31,000/year. All plans require annual commitments. Contact their sales team for a custom quote.

Does ZoomInfo offer a free trial?

No. ZoomInfo does not offer a free trial. They offer a free demo and limited free searches upon account creation, but the full platform requires an annual contract.

How large is the ZoomInfo database?

320M+ professional contact profiles, 100M+ company profiles, 65M+ direct dials, and 150M+ direct emails across 195+ countries. Strongest accuracy in North America, UK, India, and Canada.

Is ZoomInfo GDPR compliant?

Yes. ZoomInfo holds TRUSTe GDPR and CCPA validations, ISO 27701, ISO 27001, and SOC 2 Type II attestation. They operate a proactive notice program and are registered as a data broker in California and Vermont.

What CRMs does ZoomInfo integrate with?

Native integrations with Salesforce, HubSpot, Microsoft Dynamics 365, Pipedrive, and SugarCRM, plus 86+ total marketplace integrations including Outreach, Salesloft, Marketo, and Slack.

Does ZoomInfo have an API?

Yes. ZoomInfo provides a REST API for qualified subscribers. Default rate limit is 25 req/sec with premium add-ons for 30 or 35 req/sec. API access is credit-based. Documentation at docs.zoominfo.com.

Does ZoomInfo have a Claude Code Skill or Claude Plugin?

Yes — ZoomInfo offers an official MCP connector for Claude, but does not currently have a dedicated Claude Code plugin or skill. 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.