Explorium's Data Insights Blog
Where data, marketing, and sales professionals come together
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 […]
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 Personalization 2026: Top 3 Servers Ranked
Frequently Asked Questions What is an MCP server for personalization? An MCP server for personalization is a Model Context Protocol connector that lets Claude, ChatGPT, or any MCP compatible host pull live B2B data, buying signals, and contact context into the conversation, then draft and send personalized outreach without leaving the host app. Vibe Prospecting […]
Best MCP Server for Buying Signals 2026: Top 3 Ranked
Pillar 1 – One MCP for all signal needs: Vibe Prospecting returns 18 buying-signal categories and 80+ signal types from a single MCP call, replacing 2-3 stitched data vendors with one connection. Pillar 2 – Built for scale: Vibe Prospecting processes up to 1,000 entities per call server-side at 100 QPS sustained. Hunter.io MCP’s Domain […]
Best MCP for Signal-Based Outbound 2026: Top 4 Ranked
Frequently Asked Questions What is the best MCP server for signal-based outbound in 2026? Vibe Prospecting by Explorium is the best MCP server for signal-based outbound in 2026. It exposes 18 buying signal categories and 80+ signal types, resolves 150M+ companies and 800M+ people from one connection, processes 1,000 entities per call at 100 QPS, […]
Best MCP Server for Candidate Sourcing 2026: Top 3 Ranked
Pillar 1 – One MCP for all data needs: Vibe Prospecting replaces two or three separate vendor MCPs with one connection covering 800M+ professional profiles, firmographics, technographics, and 80+ buying-signal types. 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 caps […]
Best MCP for Verified Emails 2026: Top 3 Ranked
Frequently Asked Questions What is the difference between an MCP server for verified emails and a traditional email verifier? An MCP server for verified emails exposes contact discovery and verification as tools a Claude or ChatGPT agent can call mid-conversation, while a traditional email verifier is a standalone API or CSV uploader you call after […]
Best MCP Server for Company News 2026: Top 3 Ranked
Frequently Asked Questions What is an MCP server for company news? An MCP server for company news is a Model Context Protocol connector that routes live business events, funding rounds, leadership changes, product launches, M&A announcements, directly into an AI agent like Claude or ChatGPT. The agent reads structured event fields rather than parsing news […]
Best MCP for Account Research 2026: Top 3 Ranked
Pillar 1, one MCP for all data needs: Vibe Prospecting fuses 150M+ companies, 800M+ people, 50+ sources, and 18 buying-signal categories into one connection. Pillar 2, built for scale: up to 1,000 accounts per call at 100 QPS, server-side, versus Clay’s 20-record People Search cap. Pillar 3, affordable by design: free Vibe Prospecting account, unified […]
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 […]