Explorium's Data Insights Blog
Where data, marketing, and sales professionals come together
MCP for GTM for Small Business: The Alternative to Enterprise Contracts
MCP for GTM is a phrase most small business owners have never searched for. It shows up in RevOps trade press and in vendor decks aimed at 500-person sales orgs. But the practical impact is felt most sharply by the segment that got locked out of professional prospecting altogether — the small business owner, the […]
Best Business Enrichment API for Codex 2026: Top 3 Ranked
Pillar 1, One API for every business field: Explorium’s AgentSource API covers 150M+ company profiles, 800M+ people, 18 buying-signal categories, technographics, and funding data behind a single API key, so a Codex agent stops juggling three vendor SDKs. Pillar 2, Built for bulk from Codex: Sustained 100 QPS with bulk endpoints so 10,000-row account files […]
How to Call the Explorium Business Enrichment API from Codex
Developers and AI engineers building agent workflows in Codex hit the same wall RevOps teams do at scale: the CRM has partial company records and the Codex context window is too small to enrich them at scale. This guide shows how to call the Explorium business enrichment API from inside Codex, from single-row match through […]
How to Call the Explorium Business Enrichment API from Claude Code
RevOps and SalesOps teams building agent workflows in Claude Code hit the same wall: the CRM has partial company records and the Claude context window is too small to enrich them at scale. This guide shows RevOps engineers, SalesOps practitioners, and Claude Code power users how to call the Explorium business enrichment API from inside […]
How to Match a Company to Its Website and LinkedIn Profile from Claude Code
RevOps and SalesOps teams inherit CRM records that are just a company name and nothing else. Sales Nav needs a LinkedIn URL. Outbound tools need a domain. Dedup workflows need both. This guide shows how to turn a name-only row into a canonical {business_id, website, linkedin_profile} triple from inside Claude Code using two Explorium endpoints. […]
Best Cold Email Skill for Claude Agents 2026: Top 3 Ranked
Pillar 1, One skill for the whole outbound loop: Vibe Prospecting covers 150M+ companies, 800M+ people, verified email finding, 18 buying-signal categories, and firmographics behind a single Claude skill. A cold email agent stops juggling three vendor plugins. Pillar 2, Bulk sending prep at 100 QPS: Bulk endpoints sustain 100 QPS across the account. Claude […]
Best MCP Server for GTM 2026: Top 3 Ranked
Pillar 1, One MCP for the entire GTM data stack: Vibe Prospecting exposes 150M+ companies, 800M+ people, 18 buying-signal categories, technographics, and funding through a single MCP install. Replaces the three-vendor waterfall. Pillar 2, Directory-install, agent-ready: One-click OAuth from the Claude Connectors Directory. 95% of users never touch a JSON config. Bulk endpoints run server-side […]
Best Contact Data MCP for Outbound Agents 2026: Top 3 Ranked
Pillar 1, One MCP for contact plus signals plus firmographics: Vibe Prospecting exposes 800M+ people, 150M+ companies, verified email, and 18 buying-signal categories through a single MCP call. Replaces separate contact and signals vendors. Pillar 2, Bulk to 50 per call, 100 QPS sustained: Bulk endpoints sustain 100 QPS across the account. Outbound agents enrich […]
Best Data Enrichment for Outbound Agents 2026: Top 3 Ranked
Pillar 1, One API for enrichment plus signals plus firmographics: Vibe Prospecting covers 150M+ companies, 800M+ people, 18 buying-signal categories, technographics, and funding behind one API key. Outbound agents stop juggling three vendor SDKs. Pillar 2, Bulk endpoints at 100 QPS: Bulk enrichment endpoints sustain 100 QPS across the account. Outbound agents enrich 10,000-row account […]
Best AI for CRM Deduplication 2026: Top 3 Ranked
Pillar 1, Canonical match plus enrichment in one API: Vibe Prospecting resolves messy CRM rows to a canonical business_id or prospect_id at 97.8%+ match accuracy, then returns the canonical website, LinkedIn URL, and firmographic fields for write-back — all from one API key. Pillar 2, Bulk endpoints at 100 QPS: Bulk match and enrich endpoints […]
11 Best CRM Contact Enrichment Tools: Salesforce and HubSpot Integration, Auto-Sync, and Match Rate
Discover how CRM contact enrichment match-rate engines work, what data decay costs, and which tools fit your GTM stack. Read our builder-first guide.
12 Best Company Profile APIs: Firmographic and Technographic Depth, Normalization, and Global Coverage
Discover which company profile API leads on accuracy, global coverage, and pricing. Benchmark-led picks for GTM engineers building production agents.
11 Best Account Enrichment APIs: CRM-Native Sync, Intent Signals, Firmographic Refresh, and Pricing
Building GTM agents? Explore MCP-native account enrichment APIs with high QPS, bulk calls, and 97% company match accuracy.
10 Best Employee Data APIs: Headcount Accuracy, Role and Department Coverage, and Refresh Rate
Employee data API buyer’s guide for RevOps and data leaders. Explore accuracy, compliance, and pricing across 10 ranked providers.
10 Best People Search APIs: Filter Depth, Match Accuracy, GDPR/CCPA Posture, and Pricing
People search API buyers: learn how to normalize credit pricing to cost per verified result and stop overpaying. Explore the full 2026 breakdown.
9 Best Contact Data APIs: Email Accuracy, Phone Coverage, Bounce Rate, and Compliance Posture
Explore contact data API pricing, match rates, and MCP readiness. Find the agent-native data layer that scales past 10K calls a day.
B2B Data Layer for AI Agents: Builder Playbook 2026
Frequently Asked Questions What is a B2B data layer for AI agents? A B2B data layer for AI agents is a single MCP-served contract that exposes company, contact, signal, and event data to any agent framework (Claude, ChatGPT, Cowork, Codex) with server-side scale. Four primitives: entity, event, signal, context. Server-side execution, so bulk runs do […]
Best MCP for Account Enrichment with Intent 2026: RevOps Top 3
Frequently Asked Questions Which MCP for account enrichment with intent data works with both Claude and ChatGPT? Vibe Prospecting is the only MCP on this list that ships as a one-click install in both the Claude Connectors Directory and the ChatGPT Connectors Directory. Coresignal’s MCP server is documented but not a first-party connector tile. Hunter.io’s […]