SalesBuilding Your First Signal-Based Outbound Play
A step-by-step guide to building a signal-based outbound play that converts 3-5x better than traditional cold outreach by targeting buyers showing real intent.
12 min read
Tag
gtm engineering
9 articles
Sales
SalesBuy Versus Build for Your GTM Automation Layer
A structured decision framework for choosing between buying SaaS tools, building custom automation, or using no-code platforms for each layer of your GTM engineering stack—with cost models and switching cost analysis.
11 min read
OperationsDesigning a Data-Enrichment Waterfall Pipeline
How to architect a multi-vendor enrichment waterfall that maximizes match rates, controls costs, and delivers clean account data to your GTM stack.
12 min read
OperationsDedup and Data Orchestration for a Clean GTM Stack
How to build deduplication logic and data orchestration pipelines that keep your CRM, warehouse, and execution tools in sync and free of duplicate records.
13 min read
OperationsA No-Code Revenue Automation Starter Stack
The practical no-code toolchain that lets a two-person RevOps team automate signal routing, enrichment, and sequence enrollment without writing production code.
12 min read
SalesProving Pipeline Contribution From a Signal Play
How to attribute pipeline and revenue to signal-based outbound plays with enough methodological rigor to satisfy a CRO—covering holdout group design, multi-touch attribution, and the reporting structure that separates signal play contribution from baseline conversion.
11 min read
SalesScoring Raw Signals Into Ranked Account Queues
How GTM engineering teams build composite account scoring systems that transform dozens of raw behavioral and firmographic signals into a single ranked queue that SDRs and AEs can act on without manual triage.
13 min read
OperationsStitching CRM, Warehouse, and Tooling Into One Pipeline
A practical architecture guide for connecting your CRM, data warehouse, and execution tools into a unified GTM data pipeline that powers signal plays and scoring.
12 min read
SalesWhat a GTM Engineer Actually Builds All Day
A concrete look at the day-to-day work of a GTM engineer—the automations, pipelines, scoring systems, and integrations that translate go-to-market strategy into operational infrastructure.
10 min read