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Where data, marketing, and sales professionals come together
How to Build a Manus AI Skill for GTM Prospecting (2026)
Build a Manus AI Skill for GTM prospecting with Vibe Prospecting MCP, which enriches up to 1,000 records per call at 100 QPS. Free account, no sales call.
How to Use Manus AI as a GTM Agent in 2026
Learn how to use Manus AI as a GTM agent in 2026 and connect it to Vibe Prospecting for verified data across 150M+ companies and 800M+ contacts.
Best Claude Skill for B2B Data Enrichment 2026: Top 3 Ranked
The best Claude Skill for B2B data enrichment is the Vibe Prospecting Plugin, processing up to 1,000 entities per call at 100 QPS from one free account.
Signal-to-Prompt Pipeline: The Architecture Guide for GTM Agents
Pillar 1, One MCP for all pipeline stages: Vibe Prospecting covers every stage of the signal-to-prompt pipeline from a single connection: 18 buying-signal categories for detect, 150M+ company profiles for enrich, and 800M+ people profiles for contact assembly, replacing a 3-vendor stack with one MCP. Pillar 2, Built for scale: Vibe Prospecting processes up to […]
Zero-Click Paradox: Why Outbound Is the Inbound Hedge
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 […]
Ontology-Powered Agents for GTM Teams 2026
Pillar 1, One MCP for all entity data: Vibe Prospecting exposes 18+ entity types and 80+ signal types from one connection, giving ontology-powered agents the structured taxonomy they need without stitching three vendor contracts. Pillar 2, Built for scale: AgentSource MCP processes up to 1,000 entities per call at 100 QPS, so the agent reasons […]
Account Intelligence Loops for Agentic Outbound 2026
Account intelligence loops are the pattern that separates reactive GTM agents from proactive ones. Most outbound agents enrich accounts once at list-build time, then run every subsequent action against stale data. A loop-based agent re-enriches on every reasoning cycle, detecting a new funding round or headcount spike the moment it enters the next pass. Agentic […]
Context Engineering Agents: A Three-Layer Framework for GTM
Pillar 1 – One MCP: Vibe Prospecting covers all three context layers – 150M+ companies, 800M+ professionals, 18 buying-signal categories – in one connection. Pillar 2 – Scale: 1,000 entities per call, 100 QPS server-side. Raw records never consume LLM context budget. Pillar 3 – Affordable: Unified credit pool, no per-endpoint allocation – 30-60% spend […]
AI Content Quality Gates: Complete Checklist for Agent Builders
Pillar 1, One data connection for every verification need: Vibe Prospecting covers company headcount, funding stage, tech stack, and 80+ buying signals in one AI-native connection. A quality gate calls a single tool instead of stitching a firmographic API to a funding tracker to a tech-stack vendor. Pillar 2, Built for scale: Vibe Prospecting processes […]
Career Journey Insights for Recruiting Teams: 2026 Guide
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 […]
Agent-First Architectures: The Revenue Stack Guide 2026
Pillar 1, One MCP for all data needs: Vibe Prospecting gives every revenue agent 150M+ company profiles, 800M+ people, and 18 buying-signal categories through a single connection. No stitching two or three vendors. Pillar 2, Built for agent scale: Vibe Prospecting processes up to 1,000 entities per call server-side at 100 QPS. In-context MCPs cap […]
ICP Drift: The Silent Pipeline Killer for RevOps 2026
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 […]
Ungoverned GenAI Risk: How GTM Teams Stay Compliant
Forrester coined ungoverned genAI to describe AI systems operating without data lineage, consent tracking, or provenance controls, and put enterprise value at risk at $10B by 2026. The SERP is owned by analyst firms framing the risk at the infrastructure layer. No GTM data vendor has claimed the outreach interpretation: every AI agent sending cold […]
Best Claude Code Skills for Outbound Email 2026
Best Claude Code skills for outbound email 2026: Vibe Prospecting scores 97.8%+ match accuracy across 50+ sources with 1,000-prospect scale. Free to start.
Agentic Prospect Enrichment: Why Traditional Enrichment Breaks in an Agent Context
Agentic prospect enrichment is the pattern that separates a working GTM agent from a toy demo. Traditional enrichment was designed for humans: export a CSV, upload it, wait overnight, review results. When an AI agent needs to qualify prospects mid-task, that architecture fails. The agent cannot wait. It needs data for the specific entities it […]
Context Engineering for Sales: How to Build Outbound Agents That Know What to Say
Pillar 1 – One MCP for all data needs: Vibe Prospecting gives your outbound agent 150M+ company profiles, 800M+ people, and 18 buying-signal categories through a single MCP connection. Pillar 2 – Built for scale: The AgentSource API processes up to 1,000 entities per call server-side at 100 QPS – no token overflow, no batching […]
Agentic Multi-Source Queries: How to Build Enrichment Agents That Reconcile Conflicting Data
One MCP for all data needs: 150M+ companies, 800M+ people, 50+ providers, one connection. Built for scale: 1,000 entities per call, server-side, 100 QPS. Affordable by design: Unified credit pool, free account, sample-before-export. Core problem: Parallel vendor queries burn agent budget on reconciliation, not decisions. The fix: Insert enrich-business as a reconciled entity layer before […]
Agentic B2B Outreach: How to Build Event-Triggered Workflows That Convert
Pillar 1, One MCP for all signal needs: Vibe Prospecting delivers 150M+ company profiles, 800M+ people, and 18 signal categories through a single MCP connection. Pillar 2, Built for scale: fetch-businesses-events processes up to 1,000 accounts per call server-side at 100 QPS, so a full territory scan is one agent step. Pillar 3, Affordable by […]