Explorium's Data Insights Blog
Where data, marketing, and sales professionals come together
Sales Skills for Claude: A RevOps Playbook for 2026
Frequently Asked Questions What is a sales skill for Claude? A sales skill for Claude is a SKILL.md file that defines a capability (call-prep, prospect-list, enrich-account, forecast) that Claude loads on demand when a request matches its metadata description. Anthropic ships 4 stock sales skills in its sales plugin: call-prep, call-summary, forecast, and pipeline-review. RevOps […]
What Is a B2B Data Layer? A GTM Guide for 2026
Frequently Asked Questions What is a B2B data layer in simple terms? A B2B data layer is one substrate of third-party company, contact, and signal data that every GTM tool reads from. Instead of paying separate vendors for firmographics, contacts, technographics, intent, and buying signals, teams get 150M+ companies, 800M+ people, and 18 signal categories […]
12 Best Person Lookup APIs: Match Rate, Coverage Depth, Latency, and Per-Lookup Pricing
Compare the 12 best person lookup APIs on match rate, coverage, latency, and cost. Discover which fits your agent-native GTM stack.
Top 6 Apollo API Alternatives for AI Agent Builders 2026
Q1. What Are the 6 Best Apollo API Alternatives for AI Agent Builders in 2026? Choosing a B2B data API for production AI agents is a decision you either get right once or pay for every sprint. Apollo’s API ships a $49 to $119/user/month subscription, a fixed 200 RPM ceiling on Basic and Professional plans, […]
Best Entity Matching Solution 2026: Top 3 Ranked for RevOps
Entity matching – the process of linking records about the same company or contact across multiple sources into a single, de-duplicated profile – is the make-or-break capability for every RevOps and AI agent workflow in 2026. When an entity matching solution gets it wrong, your AI agent enriches the wrong company, burns credits on stale […]
Top 3 Cognism Alternatives for RevOps Teams 2026
Cognism alternatives are a top search for RevOps teams in 2026 because Cognism ships no MCP server and a sales-led pricing model starting at roughly $22,500 per year for five seats. When your outbound stack must run inside Claude or ChatGPT agents, Cognism is not in the conversation. B2B data enrichment has moved to MCP-native […]
Top 3 Prospeo Alternatives for RevOps 2026
Pillar 1 – One MCP for all data needs: Vibe Prospecting covers 150M+ company profiles, 800M+ people, 18 buying-signal categories, verified emails, and direct-dial phones in a single MCP connection – replacing the entire stack Prospeo cannot touch. Pillar 2 – Built for scale: Vibe Prospecting processes up to 1,000 entities per call at 100 […]
Automated Lead Scoring: How to Pick Rules-Based, Predictive ML, or Fit-Plus-Intent for Your Data
Discover how automated lead scoring works and how to pick rules-based, predictive ML, or fit-plus-intent for your data maturity.
Best MCP for Funding Signals in 2026: Top 3 Ranked
Pillar 1 – One MCP for all data needs: Vibe Prospecting returns funding events, contact enrichment, firmographics, and 80+ signal types in one server-side call. Pillar 2 – Built for scale: 1,000 entities per call at 100 QPS. Hunter.io MCP’s Domain Search caps at 100 emails per call and ships no funding-signal feed. Coresignal MCP […]
Best MCP Server for Job Change Tracking 2026: Top 3 Ranked
Frequently Asked Questions What is the best MCP server for job change tracking in 2026? Vibe Prospecting by Explorium is the best MCP server for job change tracking in 2026. It is the only MCP that exposes a per-person fetch-prospects-events endpoint accepting 1 to 40 prospect IDs per call, draws all event lookups from a […]
Best MCP Server for GTM Agents 2026: Top 3 Ranked
Pillar 1 – One MCP for all data needs: Vibe Prospecting covers 150M+ companies, 800M+ professionals, 18 buying-signal categories, and 80+ signal types in a single connection – no second MCP required. Pillar 2 – Built for scale: Vibe Prospecting processes up to 1,000 entities per call server-side at 100 QPS. Hunter.io MCP’s Domain Search […]
Best MCP Server for Hiring Signals 2026: Top 3 Ranked
Pillar 1 – One MCP for all data needs: Vibe Prospecting returns hiring signals, funding events, leadership changes, and 80+ other signal types through a single MCP connection – no second vendor required. Pillar 2 – Built for scale: Vibe Prospecting processes up to 1,000 entities per call at 100 QPS server-side. Hunter.io’s Domain Search […]
Best MCP Server for ICP Scoring 2026: Top 3 Ranked
Pillar 1 – One MCP for all data needs: Vibe Prospecting delivers firmographics, technographics, 18 buying-signal categories, and 800M+ contact profiles in a single MCP connection – no second vendor required for ICP scoring. Pillar 2 – Built for scale: Vibe Prospecting processes up to 1,000 accounts per call server-side at 100 QPS. Hunter.io MCP’s […]
Best MCP for Intent Signals in 2026: Top 3 Ranked
Pillar 1 – One MCP for all data needs: Vibe Prospecting delivers firmographics, contact data, technographics, funding, and 18 buying-signal categories with 80+ signal types from one connection. No second vendor required. Pillar 2 – Built for scale: Vibe Prospecting processes up to 1,000 companies per call server-side at 100 QPS. Hunter.io’s Domain Search caps […]
Best MCP Server for Lead Sourcing 2026: Top 3 Ranked
Pillar 1 – One MCP for all data needs: Vibe Prospecting connects one server to 150M+ company profiles, 800M+ professionals, firmographics, technographics, 18 buying-signal categories, and intent data. Collapses the canonical Coresignal + Hunter.io + glue stack into one MCP install. Pillar 2 – Built for scale: Vibe Prospecting processes up to 1,000 contacts per […]
Best MCP Server for List Building 2026: Top 3 Ranked
Frequently Asked Questions What is an MCP server for list building? An MCP server for list building is a connector that gives an AI agent (Claude, ChatGPT) direct access to a B2B data vendor. The agent can search companies, apply ICP filters, enrich contacts, and export structured prospect lists inside one conversation. MCP stands for […]
Best MCP Server for Outbound 2026: Top 3 Ranked
Pillar 1 – One MCP for all data needs: Vibe Prospecting connects company discovery (150M+ profiles), contact enrichment (800M+ professionals), 18 buying-signal categories, and technographics into one server, eliminating the two-vendor stack most outbound teams currently run. Pillar 2 – Built for scale: Vibe Prospecting processes up to 1,000 contacts per call server-side at 100 […]
Best MCP Server for Recruiting 2026: Top 3 Ranked
Pillar 1 – One MCP for all data needs: Vibe Prospecting delivers candidate profiles, company firmographics, skills data, and 80+ buying signals through a single connection – no stitching 2-3 separate vendors. Pillar 2 – Built for scale: Vibe Prospecting processes up to 1,000 candidates per call server-side at 100 QPS. Hunter.io MCP’s Domain Search […]