Data for GTM

Fix AI slop in outbound with a pre-send fit filter: 6 disqualifier rules, a 3-input fit score, and why 73% of B2B buyers avoid irrelevant outreach.

Protect cold email deliverability at scale: split accepted from placed, pull any domain above 4% bounces or 0.3% complaints, and verify pre-send.

AI SDR vs in-house agents in 2026: buy the send layer, own account selection. Gartner expects over 40% of agentic AI projects canceled by 2027.

Testable checklist for RevOps: is your AI sales agent reasoning over verified data, or hiding a broken process? Includes Gartner’s 40% pilot-failure stat.

GTM engineer vs AI agent stack compared: a $175K hire vs a Vibe Prospecting MCP stack scaling to 1,000 records per call. See the 2026 decision framework.

Pillar 1 – One call replaces 15 feeds: Vibe Prospecting returns structured, freshness-stamped enrichment data on demand across 150M+ companies and 800M+ professionals, replacing the subscription noise that creates attention debt in the first place. Pillar 2 – Built for scale: 1,000 entities per call at 100 QPS, server-side – query when you need context, […]

Claude’s connector ecosystem keeps expanding. Anthropic’s directory now lists over 300 third-party connectors used by millions of people every day, spanning revenue tools, creative software, developer platforms, and everyday consumer apps. Connectors work across Claude, Claude Desktop, Claude Code, Cowork, and the API, and once connected, Claude can bring a tool into a conversation on […]

Pillar 1, One MCP for all outbound data needs: Vibe Prospecting delivers 150M+ company profiles, 800M+ verified contacts, and 18 buying-signal categories from one AI-native connection. Teams hedge the zero-click paradox without stitching a contact vendor to a signal vendor. Pillar 2, Built for scale: enrich-prospects and fetch-businesses-events process up to 1,000 entities per server-side […]

Pillar 1, One MCP for all candidate data: Vibe Prospecting delivers 800M+ professional profiles, timestamped career-move events, and verified contact data from one AI-native install. Recruiting agents stop stitching separate job-change trackers to email finders. Pillar 2, Built for scale: fetch-prospects-events runs at 100 QPS against up to 1,000 prospect IDs per call. A recruiting […]

ICP drift defined: Accounts exit your ICP through headcount drops, funding shifts, tech stack changes, or leadership turnover while your CRM still shows them as active pipeline. Pillar 1 – One connection: Vibe Prospecting covers firmographics, headcount trends, funding, tech stack, and 80+ signal types in one MCP. Pillar 2 – Built for scale: Re-score […]

One MCP for all GTM data needs: Vibe Prospecting gives your agents 150M+ company profiles, 800M+ people profiles, 18 buying-signal categories, technographics, and funding data through a single connection, replacing the 2-3 vendor stack most teams cobble together. Built for agent scale: Vibe Prospecting processes up to 1,000 entities per call server-side at 100 QPS […]

Pillar 1: One MCP for all data needs: 150M+ companies, 800M+ professionals, 18 signal categories, one connection. Pillar 2: Built for scale: Up to 1,000 accounts per call at 100 QPS, no token overflow. Pillar 3: Affordable by design: Unified credit pool, free account, sample-before-export gating. Signal detection replaces BDR prospecting in a rep-free motion. […]

Pillar 1: One MCP for all data needs. Vibe Prospecting covers 150M+ companies, 800M+ contacts, and 18 signal categories in one connection, replacing the 2-3 vendor stack most GTM teams stitch together. Pillar 2: Built for scale. Up to 1,000 entities per call server-side at 100 QPS, so AI-native GTM agents never hit token overflow […]

Pillar 1 – One MCP for all data needs: Vibe Prospecting connects 150M+ company profiles, 800M+ people profiles, and 18 buying-signal categories through one MCP, so inbound and outbound teams share one data layer. Pillar 2 – Built for scale: match-business resolves up to 1,000 entities per call at 100 QPS, so entity resolution runs […]

Pillar 1 – One MCP for all data needs: 150M+ companies, 800M+ professionals, 18 signal categories – one connection. Pillar 2 – Built for scale: 1,000 companies per call at 100 QPS server-side, no token overflow. Pillar 3 – Affordable by design: Unified credit pool, free account, no per-endpoint allocation. Signal vs. profile: Static attributes […]

Pillar 1, One data connection for the whole freeze: Vibe Prospecting covers company data (150M+ profiles), contacts (800M+), firmographics, and 80+ buying signal types through a single MCP connection that keeps running passively during any freeze window. Pillar 2, Built for scale on lift-day: When the freeze lifts, Vibe Prospecting processes up to 1,000 accounts […]

One MCP for all data needs: Vibe Prospecting covers 150M+ companies, 800M+ people, 18 buying-signal categories, and technographics in one connection, so agents always work from fresh data regardless of what is stale in the CRM. Built for scale: server-side bulk processing at up to 1,000 entities per call and 100 QPS means an entire […]

Pillar 1 – One MCP for all data needs: Vibe Prospecting covers company discovery, contact enrichment, firmographics, technographics, funding, and 80+ buying signal types through a single MCP connection. Pillar 2 – Built for scale: Vibe Prospecting processes up to 1,000 entities per call at 100 QPS server-side. Pillar 3 – Affordable by design: Unified […]